From 0ccc55ac9f91a4a9390ef4cfb553bde4a145b812 Mon Sep 17 00:00:00 2001
From: Carine Rey <carine.rey@ens-lyon.fr>
Date: Mon, 27 Jun 2022 20:39:11 +0200
Subject: [PATCH] V1
---
.gitignore | 2 +
README.Rmd | 976 +++++++-
README.html | 3204 ++++++++++++++++++++++++
images/Layers_ggplot.png | Bin 0 -> 85081 bytes
images/cowplot.png | Bin 0 -> 76037 bytes
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33 files changed, 4154 insertions(+), 28 deletions(-)
create mode 100644 .gitignore
create mode 100644 README.html
create mode 100644 images/Layers_ggplot.png
create mode 100644 images/cowplot.png
create mode 100644 images/dplyr-joins.png
create mode 100644 images/esquisse.png
create mode 100644 images/facetting_iris.png
create mode 100644 images/filter.png
create mode 100644 images/gather-spread.png
create mode 100644 images/geoms.png
create mode 100644 images/gglayers.png
create mode 100644 images/ggplot_basics.png
create mode 100644 images/ggrepel.png
create mode 100644 images/google-ami.png
create mode 100644 images/group_by_mutate.png
create mode 100644 images/group_by_summarise.png
create mode 100644 images/group_by_summarise2.png
create mode 100644 images/logo_bibs.png
create mode 100644 images/logo_ciri.png
create mode 100644 images/mutate.png
create mode 100644 images/palettes.png
create mode 100644 images/pause.png
create mode 100644 images/pivot_longer_new.png
create mode 100644 images/pivot_wider_new.png
create mode 100644 images/position-facets.png
create mode 100644 images/select.png
create mode 100644 images/separate.png
create mode 100644 images/subset-data-frame-rows-in-r.png
create mode 100644 images/theme_default.png
create mode 100644 images/themes.png
create mode 100644 images/tidyverse.png
create mode 100644 images/unite.png
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..e8fb842
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,2 @@
+tufte_cache/*
+tufte_files/*
diff --git a/README.Rmd b/README.Rmd
index 4e8463b..ebbbe03 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -1,64 +1,984 @@
-# R_tips_and_tricks
+---
+title: "R tips and tricks"
+author: "Atelier Bioinfo/biostats #2"
+date: "Carine - 28/06/2022"
+output:
+ html_document:
+ highlight: default
+ number_sections: true
+ code_folding: show
+ toc: true
+ toc_float: true
+---
-## Des rapports automatisés avec Rmarkdown (Rmd)
+<img src="images/logo_ciri.png" width="200" height="100" style="position:absolute;top:10px;right:100px;"/>
-### Combiner dans un même document, code, resultats et commentaires
+```{r setup, include=FALSE}
+knitr::opts_chunk$set(echo = TRUE)
+```
+```{css, echo=F}
+details summary {
+ padding: 1em;
+ font-size: 12px;
+ color: #734434 ;
+}
+```
-### Créer des documents agréables à lire
+```{css, echo=F}
+.cadre_exemple{
+ border:4px;
+ border-style:solid;
+ border-color: #323232;
+ background-color: #c0c0c0;
+ padding: 1em;
+ margin: 1em;
+ text-align: left ;
+ border-radius : 10px;
+}
+```
-#### Ajouter un plan interactif
+# Premiers conseils en vracs
-#### Customisation
+
-#### Passer d'un script R à un Rmd automatiquement et vis versa
+- Google est votre ami
+ - Si votre problème vous semble "simple" :
+ 1. Plein d'autres personnes ont déjà rencontré votre problème
+ 2. l'une (ou plusieurs) d'entre elles a déjà posé la question sur un forum
+ 3. Des gentilles personnes ont répondu
-## Les boucles dans R (for, apply)
+- Il existe un grand nombre de tutoriels, si l'un de vous convient pas il faut changer !
-### Les boucles for
+- Toujours simplifier un problème en petits morceaux pour faciliter sa résolution et identifier le morceau problématique
-### Les boucles sapply/lapply
+- Si le problème persiste, faire un exemple **simple** pour reproduire le problème et demander de l'aide
-(monter gain de temps, sur un même exemple)
+- Autres suggestions ?
-## La parralélisation simple avec R
+# Des rapports automatisés avec Rmarkdown (.Rmd)
-conserver le même exemple
+## En bref, comment ça marche ?
-### Attention à la gestion des erreurs
+Un document Rmarkdown permet de combiner :
-## Gérer facilement vos tables avec Tydiverse
+- Du code à éxécuter (contenu dans des chunks)
+- Du texte éditer au format markdown (A l'extérieur des chuncks)
-### le "pipe" : %>%
+afin d'en faire une sortie élégante combinant, les résultats, le code et toutes les remarques que l'on souhaite.
-### subset
+::: cadre_exemple
+Créer un document Rmd et le compiler
+:::
-### select
+Un tuto pour débuter : <https://delladata.fr/guide-de-demarrage-en-r-markdown/>
+
+## Les avantages du Rmd par rapport à un simple script .R
+
+- Combiner dans un même document, code, resultats et commentaires
+
+- Facilite la présentation des résultats (Tout est dans le même document)
+
+- Conservation des résultats et du codes qui l'a généré à un instant t
+
+- Permet une meilleure reproductibilité des analyses
+
+- Permet de mélanger du code de différents languages (R, bash, python, ...)
+
+- Permet de garder les figures des chuncks précedents
+
+- Autres suggestions ? Remarques ?
+
+## LE tuto pour tout tout savoir
+
+<https://bookdown.org/yihui/rmarkdown/>
+
+## Les chunks
+
+Il existe plein d'options pour :
+
+- affiner les paramètres graphiques des figures
+- afficher ou pas le chunck dans le document
+- exécuter ou pas le chunck
+- garder en cache le chunck
+
+Globalement, nommer les chuncks n'est pas utile.
+
+Un petit tuto : <https://thinkr.fr/r-markdown-les-petits-trucs-qui-changent-la-vie/>
+
+La liste complète des options: [ici](https://www.rstudio.com/wp-content/uploads/2015/03/rmarkdown-reference.pdf?_ga=2.248584133.355358020.1655975782-495527123.1646125530)
+
+## Ecrire du markdown sans connaitre le markdown
+
+Rstudio a créer une interface graphique pour éditer les documents .Rmd comme du "Word" ➙ à tester via le bouton `` Visual` ``
+
+<https://bookdown.org/yihui/rmarkdown-cookbook/rstudio-visual.html>
+
+## Passer d'un script R à un Rmd automatiquement et vis versa
+
+### R -\> Rmd (`knitr::spin(filename.R)`)
+
+<https://bookdown.org/yihui/rmarkdown-cookbook/spin.html>
+
+### Rmd -\> R (`knitr::spin(filename.Rmd)`)
+
+<https://bookdown.org/yihui/rmarkdown-cookbook/purl.html>
+
+## Executer un script Rmd sans Rstudio
+
+```{r, eval = F}
+#Dans une console R
+rmarkdown::render("filename.Rmd")
+```
+
+## Créer des documents intéractifs et "élégants" (avec la sortie html)
+
+### Ajouter un plan interactif
+
+<https://bookdown.org/yihui/rmarkdown/html-document.html#table-of-contents>
+
+### Ajouter des fonctionnalités interactives avec du css (Seulement si l'output est un document html)
+
+#### Cacher/afficher
+
+L'élément HTML `<details>` est utilisé comme un outil permettant de révéler une information. Un résumé ou un intitulé peuvent être fournis grâce à un élément `<summary>`.
+
+```{css, echo=T}
+details summary {
+ padding: 1em;
+ font-size: 12px;
+ color: #734434 ;
+}
+```
+
+<details>
+
+<summary>
+
+Des choses à découvrir ou à cacher
+
+</summary>
+
+<p>
+
+Des précisions ou bien des chuncks cachés
+
+```{r eval=F }
+make_plot <- function() {
+ [...]
+}
+```
+
+</p>
+
+</details>
+
+#### Faire des cadres de couleurs
+
+```{css, echo=T}
+.cadre_rouge{
+ border:4px;
+ border-style:solid;
+ border-color: #8d354f;
+ background-color: #eeb17c;
+ padding: 1em;
+ margin: 1em;
+ text-align: left ;
+ border-radius : 10px;
+}
+```
+
+::: cadre_rouge
+**test**
+
+- dqfdsdqf
+- dsqfsqf
+- qsfdfsqf
+:::
+
+## Utiliser des templates pour avoir des rendus sympathiques sans suer
+
+- Présentation Beamer, powerpoint, ...
+
+- Dashboard (<https://pkgs.rstudio.com/flexdashboard/articles/examples.html>)
+
+```{r, eval = F}
+install.packages('flexdashboard')
+```
+
+- Tufte document (<https://rstudio.github.io/tufte/>)
+
+```{r, eval = F}
+install.packages('tufte')
+```
+
+- Template d'articles (<https://github.com/rstudio/rticles>)
+
+```{r, eval = F}
+install.packages('rticles')
+```
+
+# Sauvegarder un/des objet(s) dans R
+
+Si vous avez un bout de code long à exécuter pour obtenir une table ou un objet et que vous voulez conserver votre code reproductible et transportable.
+
+1. Enregistrer le tableau puis le réexécuter seulement si le fichier n'existe pas
+
+```{r, eval = F}
+if (! file.exists("data/big_file_to_build.tsv")) {
+ #Big files to download or to build
+ df_big <- [...]
+ write.tsv(df_big,"data/big_file_to_build.tsv")
+} else {
+ df_big <- read_tsv("data/big_file_to_build.tsv")
+}
+```
+
+2. Enregister directement le ou les objets R
+
+```{r, eval = F}
+if (! file.exists("big_files_to_build.Rdata")) {
+ #Big files to download or to build
+ df_big <- [...]
+ df_big2 <- [...]
+ save(df_big,df_big2,file="big_files_to_build.Rdata")
+} else {
+ load("big_files_to_build.Rdata")
+}
+```
+
+Tuto pour sauvegarder un objet : <https://www.r-bloggers.com/2019/05/how-to-save-and-load-datasets-in-r-an-overview/>
+
+# Instalation des packages en début de scripts seulement si nécessaire
+
+Pour gadrer votre code transportable et reproductible il faut parfois s'assurer que les packages que l'on utilise soit disponible sur la machine ou les installer.
+
+```{r}
+if (!requireNamespace("ggplot2", quietly = T))
+ install.packages("ggplot2")
+
+library(ggplot2)
+```
+
+# Les boucles dans R (for, apply)
+
+Tout d'abord, démystifions le mythe: les boucles for ne sont pas plus lentes que les boucles lapply. Cela va dépendre du contexte.
+
+Cependant pour la lisibilité du code et pour son écriture, lorsque l'on veut itérer sur des listes d'arguments indépendants, les boucles lapply/sapply sont plus pratiques que les boucles for.
+
+(Mais parfois une boucle for est plus simple à écrire.)
+
+## Les boucles for
+
+```{r}
+# Empty list to stck output
+res_list = list()
+
+# Vector
+arguments_list <- rnorm(5, 1,1)
+
+i=1
+for(arg in arguments_list) {
+ res_list[[i]] <- arg ^ 3
+ i=i+1
+}
+
+res_list
+```
+
+## Les boucles lapply
+
+```{r}
+#l'output est une liste
+res_list2 = lapply(arguments_list, function(arg) {arg ^ 3})
+res_list2
+```
+
+## Les boucles sapply/lapply
+
+```{r}
+#l'output est un vecteur
+res_list3 = sapply(arguments_list, function(arg) {arg ^ 3})
+res_list3
+
+```
+
+# La parralélisation simple avec R
+
+Parfois nous avons besoin de paralléliser son code pour des gains de temps.
+
+J'utilise quasi sytématiquemnet la fonction `parLapply` du package `parallel` qui me permet d'exécuter un boucle `lapply` en parallèle.
+
+Exemple :
+
+```{r}
+
+library(parallel)
+
+function_to_run_in_parallel = function(arg) {arg ^ 3}
+arguments_list <- rnorm(5000000, 1,1)
+
+start_time <- Sys.time()
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list = parLapply(clus, arguments_list, function_to_run_in_parallel)
+
+stopCluster(clus)
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)
+```
+
+<details>
+
+<summary>
+
+Comparaison avec lapply et for
+
+</summary>
+
+```{r}
+
+start_time <- Sys.time()
+
+results_list = lapply(arguments_list, function_to_run_in_parallel)
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)
+```
+
+```{r}
+
+start_time <- Sys.time()
+
+res_list = list()
+i=1
+for(arg in arguments_list) {
+ res_list[[i]] <- arg ^ 3
+ i=i+1
+}
+
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)
+```
+
+</details>
+
+## Attention aux erreurs
+
+Utiliser la gestion des erreurs et exception avec la fonction `tryCatch()` (<https://r-lang.com/r-trycatch-function/>)
+
+(Pour aller plus loin : <https://bookdown.org/rdpeng/RProgDA/error-handling-and-generation.html>)
+
+Une fonction peut renvoyer une erreur, ce qui va arreter la boucle et renvoyer l'erreur rencontrée
+
+```{r}
+function_to_run_in_parallel_log = function(arg) {
+ log10(arg)
+}
+
+function_to_run_in_parallel_log_trycatch = function(arg) {
+ res =
+ tryCatch(
+ log10(arg),
+ error=function(err){
+ err$message
+ }
+ )
+ return(res)
+}
+
+arguments_pos_neg_str_list <- list(1,-1, "1")
+arguments_pos_neg_str_list
+```
+
+```{r, eval = F}
+results_log_list = lapply(arguments_pos_neg_str_list, function_to_run_in_parallel_log)
+```
+
+ Erreur dans log10(arg) :
+ argument non numérique pour une fonction mathématique
+
+Il existe la fonction `tryCatch` pour récupérer l'erreur et gérer ce cas là afin de ne pas stopper la boucle.
+
+```{r}
+function_to_run_in_parallel_log_trycatch = function(arg) {
+ res =
+ tryCatch(
+ log10(arg),
+ error=function(err){
+ err$message
+ }
+ )
+ return(res)
+}
+
+
+results_log_list_trycatch = lapply(arguments_pos_neg_str_list, function_to_run_in_parallel_log_trycatch)
+results_log_list_trycatch
+```
+
+Dans le cas de la parallélisation, il faut savoir récupérer l'erreur afin de débugguer son code.
+
+```{r, eval = F}
+library(parallel)
+
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list = parLapply(clus, arguments_pos_neg_str_list, function_to_run_in_parallel_log)
+
+stopCluster(clus)
+
+```
+
+ Erreur dans checkForRemoteErrors(val) :
+ one node produced an error: argument non numérique pour une fonction mathématique
+
+Lors d'un calcul long, il faut prévoir de gérer les erreurs que l'on avait pas anticipé pour éviter de perdre de longues heures de calculs ...
+
+```{r}
+library(parallel)
+
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list_trycatch = parLapply(clus, arguments_pos_neg_str_list, function_to_run_in_parallel_log_trycatch)
+results_list_trycatch
+stopCluster(clus)
+
+```
+
+<details>
+
+<summary>
+
+Pause!
+
+</summary>
+
+<p>
+
+
+
+</p>
+
+</details>
+
+# Gérer facilement vos tables avec Tydiverse
+
+Tuto plutot complet : (en Français)
+
+- "<https://mtes-mct.github.io/parcours_r_socle_preparation_des_donnees/le-tidyverse.html>"
+- "<https://juba.github.io/tidyverse/06-tidyverse.html>"
+
+> Le tidyverse est un ensemble de packages proposant une syntaxe cohérente pour remplir l'essentiel des traitements propres à la science de la données, de la lecture des données à la valorisation, en passant par la modélisation. Le manifeste du tidyverse comprend 4 principes clefs pour les packages :
+>
+> - Utiliser les structures de données existantes : ne pas créer des objets ad hoc ;
+> - Utiliser l'opérateur pipe ;
+> - S'intègrer dans l'approche de programmation fonctionnelle de R ;
+> - Designé pour les être humains : favoriser la facilité d'usage à la performance machine.
+
+
+
+L'objectif n'est pas de détailler toutes les fonctions, mais de vous montrer les plus importantes et surtout de savoir qu'elles existent et de savoir comment retrouver comment les utiliser.
+
+
+```{r}
+if (!requireNamespace("tidyverse", quietly = T))
+ install.packages("tidyverse")
+
+library(tidyverse)
+```
+
+
+
+## les tibbles
+
+(https://juba.github.io/tidyverse/06-tidyverse.html#tibbles)
+
+
+> Une autre particularité du tidyverse est que ces extensions travaillent avec des tableaux de données au format tibble, qui est une évolution plus moderne du classique data frame du R de base. Ce format est fourni et géré par l’extension du même nom (tibble), qui fait partie du coeur du tidyverse. La plupart des fonctions des extensions du tidyverse acceptent des data frames en entrée, mais retournent un objet de classe tibble.
+
+>Contrairement aux data frames, les tibbles :
+>
+> - n’ont pas de noms de lignes (rownames)
+> - autorisent des noms de colonnes invalides pour les data frames (espaces, caractères spéciaux, nombres…)10
+> - s’affichent plus intelligemment que les data frames : seules les premières lignes sont affichées, ainsi que quelques informations supplémentaires utiles (dimensions, types des colonnes…)
+> - ne font pas de partial matching sur les noms de colonnes11
+> - affichent un avertissement si on essaie d’accéder à une colonne qui n’existe pas
+
+> Pour autant, les tibbles restent compatibles avec les data frames. On peut ainsi facilement convertir un data frame en tibble avec as_tibble :
+
+
+```{r}
+set.seed(123)
+mini_iris = iris %>% select(Species, Petal.Length, Petal.Width) %>%
+ sample_n(10)
+mini_iris
+```
+
+```{r}
+as_tibble(mini_iris)
+```
+
+
+> Si le data frame d’origine a des rownames, on peut d’abord les convertir en colonnes avec rownames_to_columns :
+
+
+```{r}
+d <- as_tibble(rownames_to_column(iris))
+d
+```
+
+> À l’inverse, on peut à tout moment convertir un tibble en data frame avec as.data.frame :
+
+```{r}
+as.data.frame(d)
+```
+
+> Là encore, on peut convertir la colonne rowname en “vrais” rownames avec column_to_rownames :
+
+```{r}
+column_to_rownames(as.data.frame(d))
+```
+
+## les fonctions indispensables pour manipuler vos données
+
+### head (first rows)
+
+```{r}
+head(iris)
+```
+
+### filter (select rows)
+
+
+
+```{r}
+filter(iris, Species %in% c("virginica","versicolor") & Petal.Length < 5.4 & Sepal.Width > 3.1 )
+```
+
+
+### build a subset to test
+
+
+
+
+```{r}
+set.seed(123)
+mini_iris = sample_n(iris, 10)
+mini_iris
+```
+
+
+### select (select columns)
+
+(Tuto: https://r.qcbs.ca/workshop02/book-fr/manipuler-ses-donn%C3%A9es-avec-tidyr-dyplr-maggritr.html)
+
+
+
+```{r}
+select(mini_iris,Petal.Length, Petal.Width, Species, )
+```
+
+(!) Attention conflit possible avec d'autre package(dplyr::select)
+
+```{r, eval = F}
+dplyr::select(mini_iris, Species, Petal.Length, Petal.Width)
+```
+
+Réordonner des colonnes avec relocate
+
+```{r}
+mini_iris
+relocate(mini_iris, Species)
+```
+
+ou tout simplement avec select:
+
+```{r}
+mini_iris = select(mini_iris, Species, Petal.Length, Petal.Width)
+mini_iris
+```
+
+### arrange
+
+#### Pour une colonne numerique
+
+Croissant
+
+```{r}
+arrange(mini_iris, Petal.Length)
+```
+
+Décroissant
+
+```{r}
+arrange(mini_iris, desc(Petal.Length))
+```
+
+### des chaines de caractères
+
+Cheatsheet : https://raw.githubusercontent.com/rstudio/cheatsheets/main/factors.pdf
+Tuto : https://bookdown.org/ael/rexplor/chap3.html
+
+
+Par default: ordre alphabétique
+
+```{r}
+mini_iris
+arrange(mini_iris, Species)
+```
+
+En utilisant des "factors" pour donner un ordre aux différentes catégories.
+
+```{r}
+mini_iris$Species = factor(mini_iris$Species, levels = c("versicolor","virginica","setosa"))
+arrange(mini_iris, Species)
+```
+
+
+## Enchainer les instructions avec le "pipe" : %\>%
+
+Tuto : https://larmarange.github.io/analyse-R/manipuler-les-donnees-avec-dplyr.html#pipe
+
+> Quand on manipule un tableau de données, il est très fréquent d’enchaîner plusieurs opérations. On va par exemple filtrer pour extraire une sous-population, sélectionner des colonnes puis trier selon une variable.
+> Dans ce cas on peut le faire de deux manières différentes. La première est d’effectuer toutes les opérations en une fois en les "emboîtant" :
+
+```{r}
+arrange(select(filter(mini_iris, Species == "setosa"), Species, Petal.Length, Petal.Width), Petal.Length)
+```
+
+
+
+> Cette notation a plusieurs inconvénients :
+
+> - elle est peu lisible
+> - les opérations apparaissent dans l’ordre inverse de leur réalisation. Ici on effectue d’abord le filter, puis le select, puis le arrange, alors qu’à la lecture du code c’est le arrange qui apparaît en premier.
+> - Il est difficile de voir quel paramètre se rapporte à quelle fonction
+
+> Une autre manière de faire est d’effectuer les opérations les unes après les autres, en stockant les résultats intermédiaires dans un objet temporaire :
+
+```{r, eval=F}
+tmp <- filter(mini_iris, Species == "setosa")
+tmp <- select(tmp, Species, Petal.Length, Petal.Width)
+arrange(tmp, Petal.Length)
+```
+
+> C’est nettement plus lisible, l’ordre des opérations est le bon, et les paramètres sont bien rattachés à leur fonction. Par contre, ça reste un peu “verbeux”, et on crée un objet temporaire tmp dont on n’a pas réellement besoin.
+
+> Pour simplifier et améliorer encore la lisibilité du code, on va utiliser un nouvel opérateur, baptisé pipe.
+
+> Le pipe se note %>%, et son fonctionnement est le suivant : si j’exécute expr %>% f, alors le résultat de l’expression expr, à gauche du pipe, sera passé comme premier argument à la fonction f, à droite du pipe, ce qui revient à exécuter f(expr).
+
+> Ainsi les deux expressions suivantes sont rigoureusement équivalentes :
+
+```{r}
+mini_iris %>% filter( Species == "setosa")
+filter(mini_iris, Species == "setosa")
+```
+
+
+> Ce qui est intéressant dans cette histoire, c’est qu’on va pouvoir enchaîner les pipes. Plutôt que d’écrire :
+
+> select(filter(flights, dest == "LAX"), dep_delay, arr_delay)
+
+> On va pouvoir faire :
+
+> flights %>% filter(dest == "LAX") %>% select(dep_delay, arr_delay)
+
+> À chaque fois, le résultat de ce qui se trouve à gauche du pipe est passé comme premier argument à ce qui se trouve à droite : on part de l’objet flights, qu’on passe comme premier argument à la fonction filter, puis on passe le résultat de ce filter comme premier argument du select.
+
+> Le résultat final est le même avec les deux syntaxes, mais avec le pipe l’ordre des opérations correspond à l’ordre naturel de leur exécution, et on n’a pas eu besoin de créer d’objet intermédiaire.
+
+> Si la liste des fonctions enchaînées est longue, on peut les répartir sur plusieurs lignes à condition que l’opérateur %>% soit en fin de ligne :
+
+
+```{r}
+mini_iris %>%
+ filter(Species == "setosa") %>%
+ select(Species, Petal.Length, Petal.Width) %>%
+ arrange(Petal.Width)
+```
+
+> L’utilisation du pipe n’est pas obligatoire, mais elle rend les scripts plus lisibles et plus rapides à saisir.
+
+
+## Les opérations grandement facilitées par tydiverse :
+
+cheat-sheet :
+ - https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-transformation.pdf
+ - https://raw.githubusercontent.com/rstudio/cheatsheets/main/tidyr.pdf
+
+https://www.rstudio.com/resources/cheatsheets/
+
+### Séparer des colonnes
+
+Tuto : https://jules32.github.io/r-for-excel-users/tidying.html
+
+
-Attention (dplyr::select)
### join (left/right/inner/full)
-petit schema
+Tuto: https://mikoontz.github.io/data-carpentry-week/lesson_joins.html
+
+
+
+### mutate
+
+Tuto : https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#mutate
+
+
+
+
+```{r}
+mini_iris%>%
+ mutate(Petal.area = Petal.Length* Petal.Width)
+```
+
+
+### summarise
-### mutate/group_by/summarise
+Tuto: https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#summarize
+
+
+```{r}
+mini_iris %>%
+ summarise(mean_L = mean(Petal.Length),
+ mean_W = mean(Petal.Width))
+```
+### group_by/summarise
+
+
+
+```{r}
+mini_iris %>%
+ group_by(Species) %>%
+ summarise(mean_L = mean(Petal.Length),
+ mean_W = mean(Petal.Width))
+```
+
+### group_by/mutate
+
+
+
+```{r}
+mini_iris%>%
+ group_by(Species) %>%
+ mutate(mean_length = mean(Petal.Length))
+```
### pivot_longer/pivot_wider
+Tuto : https://epirhandbook.com/en/pivoting-data.html
+
+
+
+
+https://tidyr.tidyverse.org/reference/pivot_longer.html
+
+
+
+https://tidyr.tidyverse.org/reference/pivot_wider.html
+
+# Faire de jolies graphes avec ggplot2
+
+Cheatshhet : https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf
+
+## Philosophie de ggplot2
+
+Tuto : http://r.qcbs.ca/workshop03/book-fr/la-grammaire-des-graphiques-gg.html
+
+> Commençons par les bases! La librairie ggplot2 est basée sur la Grammaire des Graphiques (GG), qui est un cadre pour la visualisation de données qui décompose chaque élément d’un graphique en composants individuels, créant ainsi des couches distinctes. En utilisant le système GG, nous pouvons construire des graphiques étape par étape pour des résultats flexibles et personnalisables.
+
+
+
+> Pour créer un ggplot, les couches de données et de mapping sont des exigences de base, tandis que les autres couches sont destinées à une configuration supplémentaire. Les couches ‘non requises’ sont toujours importantes à considérer, mais vous serez en mesure de générer un graphique de base sans celles-ci.
+
+
+
+> Un graphique est constitué de différentes couches, combinées ensemble pour communiquer visuellement des informations dans nos données. Construisons un graphique ggplot étape par étape en ajoutant une couche à la fois.
+> Le code ggplot2 est plus facile à lire si chaque ligne représente un nouvel élément. C’est ce style qui est généralement privilégié pour le code ggplot2 dans la communauté R. Cela signifie que lorsque vous ajoutez chaque couche, vous devriez commencer une nouvelle ligne.
+
+
+
+### La couche de données
+
+
+```{r}
+# Couche 1: Données
+ggplot(data = iris)
+
+```
+
+> Sans autre information, vos données ne seront pas visualisées.
+
+
+### La couche d’esthétiques
+
+> Dans ggplot2, l’esthétique est un groupe de paramètres qui spécifie les données à afficher et la manière de les afficher. Ici, nous demandons à R de tracer longueur_de_bill_mm sur l’axe x et profondeur_de_bill_mm sur l’axe y. Nous n’avons pas encore dit à R comment nous voulons représenter les données, donc nos données ne seront pas encore tracées.
+
+```{r}
+# Prochaine couche: esthétiques Ici, nous disons à R de
+# tracer la longueur sur l'axe des x, et la profondeur sur
+# l'axe des y. mais nous n'avons toujours pas dit à R
+# comment nous voulons que ces données soient
+# représentées...
+ggplot(data = iris, aes(x = Petal.Length , y = Petal.Width))
+```
+
+
+### La couche de géométries
+
+> Les objets géométriques, ou geoms, déterminent la représentation visuelle de vos données. Nous pouvons commencer par représenter nos points de données sous la forme d’un nuage de points, pour voir comment la profondeur et la longueur du bec sont liées l’une à l’autre.
+
+
+```{r}
+# Prochaine couche(s): géométries
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) + # Utilisez le signe + pour ajouter chaque couche
+ geom_point() # La couche geom détermine le type de tracé que nous utilisons.
+```
+
+ # geom_point() trace les données sous forme de points !
+
+> Notez que vous pouvez ajouter plusieurs geoms dans un seul graphique. Par exemple, nous pouvons ajouter une ligne sur ce graphique pour montrer une valeur seuil, ou ajouter une régression linéaire. Pour l’instant, gardons la simplicité!
+
+
+
+### Custumizations (Facettes, coordonnées, et thèmes)
+
+>Maintenant que le jeu de données est représenté graphiquement, nous pouvons personnaliser le graphique pour clarifier le message ou ajouter des informations supplémentaires. Les facettes sont un moyen populaire de diviser un graphique en plusieurs fenêtres selon une catégorie de données, afin de différencier visuellement les groupes. Nous pouvons explorer ce graphique différemment si nous utilisons facet_wrap() pour créer des ‘facettes’ séparées en fonction de nos groupes d’espèces:
+
+
+```{r}
+# Prochaine couche(s): customizations! Les facettes
+# divisent un graphique en fenêtres séparées selon une
+# certaine catégorie dans les données.
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) + # Utilisez le signe + pour ajouter chaque couche
+ geom_point() +
+ facet_wrap(~Species) # Cela divise le graphique en trois fenêtres : une par espèce.
+```
+Changement du thème.
+
+```{r}
+
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) +
+ geom_point() +
+ facet_wrap(~Species) +
+ theme_bw()
+```
+
+### Supperposition de couches geoms
+
+```{r}
+
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width,
+ color = Species)) +
+ geom_line() +
+ geom_point() +
+ facet_wrap(~Species, scales = ) +
+ theme_bw()
+```
+
+
+Autres Tutos:
+ - https://www2.stat.duke.edu/courses/Fall19/sta199.001/slides/lec-slides/02a-data-and-viz.html#1
+ - http://r.qcbs.ca/workshop03/book-fr/les-bases-de-la-visualisation-de-donn%C3%A9es.html
+
+## Les geom_*
+
+A chaque types de données son geom : geom_point,geom_line,geom_abline, geom_hline, geom_vline, geom_hist, geom_bar, ...
+
+
+
+Tuto :
+ - https://juba.github.io/tidyverse/08-ggplot2.html
+ - https://nbisweden.github.io/RaukR-2019/ggplot/presentation/ggplot_presentation.html#1
+
+
+## les themes et palettes de couleurs
+
+(ou comment en finir avec le theme par default de ggplot2:)
+
+ - Jouer avec les themes (`+theme_bw()`)
+
+
+
+Tuto :
+ - http://r.qcbs.ca/workshop03/book-fr/theme.html
+ - https://towardsdatascience.com/5-steps-for-creating-your-own-ggplot-theme-656e79a96b9
+
+
+ - et les couleurs
+
+ 
+
+ Tuto :
+ - https://ggplot2-book.org/scale-colour.html
+ - https://github.com/BlakeRMills/MetBrewer
+
+
+## les facets
+
+Tuto:
+
+ - https://www.publichealth.columbia.edu/sites/default/files/media/fdawg_ggplot2.html
+ - https://ggplot2-book.org/facet.html
+
+
+
+
+
+## le package ggrepel pour ajouter des étiquettes a vos points qui s'adapte a votre graphe
+
+Tuto: https://ggrepel.slowkow.com/articles/examples.html
+
+
+
+## le package cowplot qui combine vos graphes pour faire des graphes prets à publier
+
+Tuto: https://wilkelab.org/cowplot/articles/plot_grid.html
+
+
+## Esquisse : Une interface graphique pour ggplot (oui, oui !)
-## Faire de jolies graphes avec ggplot2
+https://github.com/dreamRs/esquisse
+```{r,eval = F}
+install.packages("esquisse")
+library(esquisse)
+```
-### geom_point,geom_line
+
-### theme
+# Bilan
-### geom_abline, geom_hline, geom_vline
+::: cadre_rouge
+Vous ne pouvez pas tout connaître, il faut savoir ce qui existe (mais rester curieux (!) ) et savoir retrouver comment utiliser une fonctionnalité : ce qui est essentiel pour vous se mémorisera tout seul.
+:::
-### geom_hist, geom_bar
-### le package ggrepel pour ajouter des étiquettes a vos points qui s'adapte a votre graphe
-### le package cowplot qui combine vos graphes pour faire des graphes prets à publier
\ No newline at end of file
+
diff --git a/README.html b/README.html
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+
+<html>
+
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+
+<meta charset="utf-8" />
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+<meta http-equiv="X-UA-Compatible" content="IE=EDGE" />
+
+
+<meta name="author" content="Atelier Bioinfo/biostats #2" />
+
+
+<title>R tips and tricks</title>
+
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) 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BkBAXAcIVHfzgDwr+ogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K/u0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4+rWm1tbm9bq1ptbW5sBv+jFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf+7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY/AT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX/dQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K/XQYGf5XDB4CBggEDRkBqRkYAowKDsgOC/4+Cw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJy/ov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2+DCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ+AjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL/pYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ+AjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L/pcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv+lwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB/AI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA/K4KDw8KA1IKDw/9CDIKDw8KMgoPD9IBwgoPDwr+PgoPD74yCg8PCjIKDw/SAcIKDw8K/j4KDw++MgoPDwoyCg8P0gHCCg8PCv4+Cg8PvjIKDw8KMgoPD9IBwgoPDwr+PgoPDwSwDwr7ggoPDwoEfgoPyA8K/K4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT/tRSdmQpOzspA4QpOzsp/ageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE+ATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH+WwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT++uSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF//tQKDw8KASx03qP9wAwI/jQIDAwIAcwIDAwI/jQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ/AScmND8BNjIXAUEBAgkMDAn+/hUZ+goPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg+EeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY/ATYBQQECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7+FRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK/RIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd+hGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk/nBkAfQCvMjI/tTIZAJY+7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs/UQBLGRkZAOEZGT+DGRkAfT+1AEsA4RkZGQCWP4MZMgBLAEsyGT+1AEs/tQBLMhkZGT+DP4MAfRk/tRkZGRkyGTI/tQBLMhkZGT+1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI/OD+1AEsyGRkyGRkASzIyMgD6PwYA+j8GAPo/BgD6PwYA+j7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI/jAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj+MAgUCP1WAQ8KAwYCqggI/jAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg/9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj//wRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4+/j4dBLAdFfuCAbz+QwR/FR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY/ATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2/kQLEAFOBw45BhcKAcIKFwY+DgdTARABVpYKFgROBBYK/doKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw/+sf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg/+cA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP/agOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE+BAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT+z76Hh76H/u9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K/7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE/AQEDIQMCqQGBFCgSJQkK/l81LBFS/nk6IgsJKjIe/pM4HAwaBwcBj6wBVKIEr/waMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu/VoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU+ATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD+DCk7AQYLFyEaAdc5dWM+Hy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb/K5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK/gy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL/tQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI+AzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn+cAQOIhoWyBkYJhMZCwgyA+j7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI/OCnpwMgpwACACH/tQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ/nAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V/agVHR0VA+gVHR0V/BgVHR0VAyAVHR0V/OAVHR0VBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V/UQVHR2zBEwVHR0V+7QVHR3dArwVHR0V/UQVHR2zBEwVHR0V+7QVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR3+1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V/agVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V/OAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3+6WQVHR0VZBUdHf7pZBUdHRVkFR0d/ulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA/AAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA/AE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR3+6WQVHR0VZBUdHQFBAyAVHR0V/OAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd/tQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3+1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG/5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V/gwVHR3++qfIyAHCASwVHR0V/tQVHR0VAlgVHR0V/agVHR0ETB0VZBUdHRVkFR3+1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd/tQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V/gwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd+7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3+1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH/0SHywsBIT+1AEsA+gsH/12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs/NJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7+4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4+rWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab/G8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ+BQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ/f4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA+hsAgYUFR0OFgoFBmz9BQGQMje7/pApOzspAfQpO8i7o/5wpbm5Azj+lqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp/gwpOzsptsj+tKW5uaUBkKW5/tf+ljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml/nClubkCfwFTCAj+rAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn+DCk7OymZZ6W5uaUBkKW5G/7TBxUH/s4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX+cKW5uQHKAYsHFQdlBwf97QcVB/gHB2UHFQdvCBQETBexOyn+DCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH+AcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE+AQgIFAgBBAcFCqrICggBCAgI/vgICsiqCgUH/vwIFAj++AgFCq/ICgj++AgIAQgICsivCgUDlgEICAj++AgKyK0KBAf+/AcVB/73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ/+MB0VZBUdHQRMHRX+SgHFDggV/BgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ/+MBUP/jAdFWQVHR0ETB0V/koBxQ4IFf5KAcUOCBX8GBUIDgHF/koVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ/+MBUP/hQPDwHsDxUB0A8VBBr8GBUIDgHF/koVCA4B4A4qDgHgDggV/koBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS/NISGRkEMv4OCx4L/g4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2+sgVHR0VyBUdHQGlyBUdHRXIFR0dA+gdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw/+FA8V/jAPFRUPAmQBthUIDv4gDioO/iAOCBUBtv47DggVA+gVCA4AAAH//gACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL+MQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX+OQ4JFAPoFQkP/j4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA+gVCA7+OwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW++4WCQ8B9Q8q/fcD6BUdHRX8GBUdHQQ5/eQPFhYPAhwP/UgdFWQVHR0VZBUdAAEAiP/8A3UESgAFAAAJAgcJAQN1/qABYMX92AIoA4T+n/6fxgIoAiYAAAAAAQE7//wEKARKAAUAAAkBJwkBNwQo/dnGAWH+n8YCI/3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4+rWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX+DBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm/5+HRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI/ARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ+AQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB/IHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm/4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ+AQUiDgMVFDsBFjc+ATMyFhUUBgciDgUHBhY7ATI+AzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ/eMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD/7UDwoyCg/IDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw+5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP/s2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA/AAAAMh4CFA4CIi4CND4BBCIOARQeATI+ATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb/oxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG/6MVycsXoxXJyg2oHB/7ACBQIyggIagcVB0/FBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf+vwcHywcVB2oICE/FBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ+AQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV/t0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA/kAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ/AgoQEP32EBf92hUdHRUCJhcD8f5VDSYN/lUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3+3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN/lUNJg3+VQ0KFQEjHQSwHRX92hcQ/fYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ/AgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN/lUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I/iH+1BUdFQ5e+QgUCGoHB/leDggEsB0V/tQVCA5e+QcHaggUCPleDhX7UB0VASwVCA5e+QcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ/AScmNgP2agcH+V4OCBX+1BUdFQ5e+QgU/QwBLBUdFQ5e+QgUCGoHB/leDggEYGoIFAj5Xg4VHRUBLBUIDl75B/3xHRX+1BUIDl75BwdqCBQI+V4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3+DA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc+BAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP/nDI/nAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe/okKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf+iQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc+ATc+AScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy/t3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U/M0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc+ATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY+BDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA//cAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl+DiINfWjIWCwQMWv3/Iw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP/cAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ+BTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2/VFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP/ngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U/BQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR/plkGhPNzRMaZP6ZERgWDwFrBLBYPv6t/rsOMRQpFA0M+f75XRRAFRAJgIAJEBVAFF0BB/kMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA/AEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk/HxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd/nD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb/kPD/kOFZ/9qP7dFR0dFdECWPEV/amNetEVHR0VASMDGvkPD/kOFfG1jXqfFQSN5g4qDuYOCBWW/agdFWQVHQJYlhUI/piNeh0VZBUd/k3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7/tQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3+1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6+hUdHRX6+hUd/nD+1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB//8A1ARMA8IABQAAAQcJAScBBEzG/p/+n8UCJwGbxwFh/p/HAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH/p8BYQAAAAAC/1EAZAVfA+gAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW/oP+HOYOCBWWAYHX/RIVHZYVCA7mDioD6B0V/dkVDvkPD/kOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3+1B0qHR8SHQYFyTYUHh4EsBYQoiUY/iUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw+1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz+1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY/ATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO+Q8P+Q4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ/5Dg75DxUCWBUDYOUPKQ/lDwkUl5cUCQ/lDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt/BgpOzspA+gpOzv+q2RkZAGQAtwXLSgV/R1kOylkKTs7KWQpO8hkZGRkAAAAA/+cAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k/V0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj+7BAIHBUBUQ76AgQQDw36/tT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM+ATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU+LwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N/rmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI+ARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW+v4+Mv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3+qBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv/tQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo/rgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl+IZJZkMjIBwvoETCEY/qgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX+DBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP/qoHphwOOmQBJYMGGw/LFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7+rRUoog0CDRElCkj+CVkBUxUoMjIBAgIDBQIZFrdT5B0V/gwVHR0VAfQVHQAAAAP/nABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf+qg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH+Jd0PHAaCASZq/qoCUGQVHR0VZBUdHQRP5gEFEBEXC/3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE+AR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN/fMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V/gwVHR0FDm5UaoMGGw/+qgemHA4OAWsfFm4NAQxUAS5U1ssVExIW/jgCCgIJAwcDBQMBDBGSVv6tZAElgwYb/QsdFWQVHR0VZBUdAAP//QAGA+gFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM+BDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX+DBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf+qg8bBgHP/q1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob+7RAX/u0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm/453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX+7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm+jfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm/5AARMQEP7tEBf+7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg+JFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD+7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ+ASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY+ATc+AzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU/OR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg/KhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh+WYcrIgsW/awQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA+gpOzsp/BgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH+1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E/tTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv+DMj+DDspASw7KcgB9Dsp/BgpOwSwOylkOyn+cGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj+L2oHB8deDggV/tQVHRUOXscIFALLXg4VHRX+1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX+1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX+1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5/d8t2gXl6gAcbgv29vv+C/b2/+LS0gIC0gAUwtICAWDg83ETNIMykfegEJ/octICAtIAIdLSAgLSAEqF+f3fLdoF5eoN3y3Z9Xb7/gv29vv+C/BiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf/YAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr+qw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB/0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH/6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6+RAH/SBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg+PqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB/slVVsn+AeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn/8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ/ARYfAQcXAQKru0KNQjgiHR8uEl/3/nvUaRONQkIBGxJpCgmNQkL+5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl/4/nvUahKNQrpCARv+RmkICY1CukL+5UJCjUK7Qjc3LxFf+AGFAAAAAAMAyAAAA+gEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7/Vj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8/RY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT+6dT+zP7oywEz0gEsAQsjDx0qBKH+5g8qHQ8j/vX+1NL+zcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH/s0NBxMtPGQ+i6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ/soCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc+ATM2FjMyNxcOAyMiLgEHDgEPASc+BTc+AScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig/IhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn//wSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF+YOCBWWyJYVCA7mDioBLBYO+g8P+g4WA4QQ+Q4V/HwDhBUO+Q8AAAQAGf//A+gEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI/tTIyAEsArxkZAH0/HwWDvoPD/oOFgOEZMjI/RL6ZJb6ZAAAAAAEABn//wPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO+g8P+g4WA4SW+mSW+mT7UGRkAfRkyMgAAAAEABn//wRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD/oOFgOE/gwBkGT7UGQBkGTIyAAAAAAEABn//wRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD/oOFgOE/gxkAZBkyMj7tAGQZAAAAAAFABn//wSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk/nABkGT+DAH0ASwWDvoPD/oOFgOEyMj+DMj+DMj+DMgABQAZ//8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD+DAH0ZP5wAZBk/tQBLGTIyAEsFg76Dw/6DhYDhMjI/gzI/gzI/gzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P+cKW5uQJn/gwpOzspAfQpOzsETLuj/nClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml/nCju7wCZP4MKTs7KQH0KTs7/m/9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn+DCk7OykB9Ck7gr4MJAy+DAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX+cKW5uQJn/gwpOzspAfQpOzv+FQGQFQsMvgwkDL4MCwRMvKL+cKW5uaUBkKO7yDsp/gwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf+DCk7OykB9Ck7O/77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn+DCk7OykB9Ck7z/0QGBgQ/REAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX+cBUdHRUBwik7Oyn+PhUdHb8BRBAQ/rwQFvoVHR0V+hYETLml/nCluR0VZBUdOykB9Ck7HRVkFR3p/uQOJg7+5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B/vf+8wQMDgkJCQUCUCcn/tIXCAoQSwENuwUJEASeCQoRC/5TBwEjEv7K/sUFDwgLFQnlbm4TFRRWAS/TBhAAAAACAAAAAAT+BEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4+KTs7KQHCFR0dFf5wpbm5AvEBRBAQ/rwQFvoVHR0V+hYETB0VZBUdOyn+DCk7HRVkFR25pQGQpbnp/uQOJg7+5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj+75wpOzspAfQpO8i7o/5wpbm5pQEsBLAdFf5wFQgObf7IDw+NDykPAThtDhX+1Dsp/gwpOzsplMj+1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx/nugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO/oEOJw3+hQ0JFfod/oUD6BUd+7QdA2dkBLAdFf6iFg/+Vg8PAaoPFgFeFR38fB0V+voVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE+AQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n/fkD6BUd+7QdA2dkBJ7+TQ8g+hQeHRX6IQ8BrxAC/H8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB/7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH/fMICAEjCBQIiwcH/dIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY/ASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A+gVHfu0HQNnZAP/jg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V+voVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ/AQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A+gVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3+WB0V+voVHWQyMgACAAT/7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d/sb+cQSs/TMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V+gH0ZMhkZAPo/K4VHQGQ/nAdFQPoFB7+1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC/tVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf+XAgUCMoICGoHFQdPASkHFQPolf7VXwkJk/5wHRUD6BQe/tQBLMjI/c5qBxUH/lsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72/reWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykD6P7zZ4YPAw7+9v5wHRUD6BQe/tQBLMjI/YxGDykPg4MPKQ9GDw+Dgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM/qIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA+j+1B0Vlv5wHRUD6BQe/tQBLMjI/agdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75/m6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P/vf+cB0VA+gUHv7UASzIyP2F5Q8V+hQeHhT6FQ/lDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd+1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U/doVHR0VAib+1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX+cAGQFf0vMhUdHRUyyGRk/oL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI/oUdFWQVHcjI/cvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ+AzMyFh8BETMRPAE+AjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX+4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH/uuFR0dFQGNAQgbHzUeAWcfRJEZDA3+Phw/MSkLC/5BFR0dFQG/BA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn+DBlL/nAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr+diUNODgBBQoUDgN4FhkBAjg4DSX+dgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn+2cj+cGQBd/4lASwpOzsp/tQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn+DCk7OykB9Ck7ZMjI/veFo4XGyMhm+BUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE+BRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB/LimdWQ/LAkJHRTKFB2N/sKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V+7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy/tEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI/OAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7/Rv+1DspZCk7BEw7KfwYA+gpO/7UOyn9RAK8KTv84AGQKTs7KQAAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkyMhkZARMsHz+DHywsHwB9HywyP1EArzIZP7UZGQBLGT+1GQB9GT+1AEsAAAABf+cAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE/gxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI/UQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP+cAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj+1AEsAZDIyP7UASwETLB8/gx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP+cAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE/gz+1AEsAZD+1ARMsHz+DHywsHwB9HywyP1EArz+DJaWlpYBLAAAAAX/nAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8/gx8sLB8AfR8sMj9RAK8/agB9GRWQUFUASz+1FRBQVYAAAAF/5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMjI/tTIyAEsAZBkZMjIZGQETLB8/gx8sLB8AfR8sMj9RAK8yGT+1GRkASz+DAGQZP4MZAAG/5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8/UR8sLAYA4T9RMj+1GQCWGRkyP2oZAEsZGQETLB8/gx8sLB8AfR8sMj9RAK8yP5wAfT+DAGQZMjIyP7UZAAF/5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8/UR8sLAYA4T+DMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI/UQCvP5wyDLIlmT+DAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz+1AEs/tRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ+AQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv/y/50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V/tQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi/bMPCv7tFxD0EBD0EBcBEwoPAAAAAAL/8v+cBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr+hg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ+teGOkHAFoEBD+k3NPRWsOExNkqWP9kuQQF/7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD+8qr+8qr+1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3+s/7U/tRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd/tQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd+x5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc+ATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ/j0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb/7V/tVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s/oQPCgI/ASzIZKLU1KJktP51Cg8DhA8KwwMg/oTIyALzCg/+1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz+ov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9+AFe/doERwoP/tTI/HzIyNT+ZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT+ogHCJCsRBP5w/nAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX+1BUdHRUyHQFzKTs7Kf2oARP2/ro7KVg+ASw+WP201MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7KfzgKTsE9gFGAUQpO5Y+WFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG/2oKTs7KVg+ASw+WAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd+pY7Kf4M/tQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP/ogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs+wQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf+TB0U/tIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K+goPDwr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPD/zq+goPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K+goPDwRMDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg/+1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD/7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko/PwoKUIcMT4BXmRkyP4+ArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3+1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq/9WrIiCikBSAOvArwVHR0VlgET/EoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb+lR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf+vCcrI/7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW/us5Okxra0w6Of5yHSodZGQdKh3+1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ/68Jysj/s0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2+jGv4KOTpMa2tMOjn+ch0qHWRkHSod/tQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ+AjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz+1CU/P00T/e48PUJtj0r+ogK8FR0dFQ2K/EqJDBUdHbMETBUd+1AdBLChizlmUT9IGVO9VFShdksE/H4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA+gFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U/5wU3V1BRQ7KU4aXDYyMjZcGk4p/kc2LmRkZGRkU3V1UwGQU3UAAAMAZP//BEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr+5eANGiUNWP30Vw0mGg3g/t8KDw8BqmQBRGQETB0V/gwVHR0VAfQVHf1EDwoyCg/gDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn+1AEsKTv+DDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg/4f/fsgIAEnH1n+rAFWAS/+q6IDIBUd/HwdBI39VR9ZH4MCBh9ZHwEoH/5u/qoBMAFV/BsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV/nAVJwi9CBMVAnEdKh19FROo/a0dFTIdFTDILxUdMhUdAocB+hMcHBP+BhMclhUdHRWWHP2MMhUdMhUdASz+1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr+if7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD/7UyP4M/cEKDw8KA7YKD/7UyAAC/5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc+ARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF+goPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb/nP/mBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL/CtqQ0geZgM3FR0cE/0fFyIJKjr+1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g+yD5YrBwVODMQEAtEERzJLUAtLUD+24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz++QFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg/+1MgVHR0LCgQOIhoW/nDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb+YDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj/sIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn+PilUrAFINhWWFTYFFKxn/gwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn+PilUrAFINhWWFTYFFJaz/kIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO/YL+hk5klpZkAQEBBQQvkwKCAVz+ov6iAV4BXgL//uWqPOCWx5SVyJb6BA0GCgYDKEEBG/1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz+yFh8WFh8/shYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP/nAPCpYKDw8KlgoP/nAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o/4Mpbm5Asv9qCk7OykCWCk7O/2xAfQVHR0V/gwVHR1HAZAEsLuj/gylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX+1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA+gVHR0VMjIVHR0VMjIVHR0VMjIVHR0V/BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA+gEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8/V1c/P/75fLB8sAK8sHyw/cB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy/sCwfLB8fLB8sP7UsHywfHywfLD+05AVHR0VjgQAAAH/tQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRk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+ h1.title {font-size: 38px;}
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+<script>/*! jQuery UI - v1.11.4 - 2016-01-05
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+* Copyright jQuery Foundation and other contributors; Licensed MIT */
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this._mouseUp(t)}return(t.which||t.button)&&(this._mouseMoved=!0),this._mouseStarted?(this._mouseDrag(t),t.preventDefault()):(this._mouseDistanceMet(t)&&this._mouseDelayMet(t)&&(this._mouseStarted=this._mouseStart(this._mouseDownEvent,t)!==!1,this._mouseStarted?this._mouseDrag(t):this._mouseUp(t)),!this._mouseStarted)},_mouseUp:function(t){return this.document.unbind("mousemove."+this.widgetName,this._mouseMoveDelegate).unbind("mouseup."+this.widgetName,this._mouseUpDelegate),this._mouseStarted&&(this._mouseStarted=!1,t.target===this._mouseDownEvent.target&&e.data(t.target,this.widgetName+".preventClickEvent",!0),this._mouseStop(t)),o=!1,!1},_mouseDistanceMet:function(e){return Math.max(Math.abs(this._mouseDownEvent.pageX-e.pageX),Math.abs(this._mouseDownEvent.pageY-e.pageY))>=this.options.distance},_mouseDelayMet:function(){return this.mouseDelayMet},_mouseStart:function(){},_mouseDrag:function(){},_mouseStop:function(){},_mouseCapture:function(){return!0}}),function(){function 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e("body").append(s),t=a.offsetWidth,s.css("overflow","scroll"),i=a.offsetWidth,t===i&&(i=s[0].clientWidth),s.remove(),n=t-i},getScrollInfo:function(t){var i=t.isWindow||t.isDocument?"":t.element.css("overflow-x"),s=t.isWindow||t.isDocument?"":t.element.css("overflow-y"),n="scroll"===i||"auto"===i&&t.width<t.element[0].scrollWidth,a="scroll"===s||"auto"===s&&t.height<t.element[0].scrollHeight;return{width:a?e.position.scrollbarWidth():0,height:n?e.position.scrollbarWidth():0}},getWithinInfo:function(t){var i=e(t||window),s=e.isWindow(i[0]),n=!!i[0]&&9===i[0].nodeType;return{element:i,isWindow:s,isDocument:n,offset:i.offset()||{left:0,top:0},scrollLeft:i.scrollLeft(),scrollTop:i.scrollTop(),width:s||n?i.width():i.outerWidth(),height:s||n?i.height():i.outerHeight()}}},e.fn.position=function(n){if(!n||!n.of)return f.apply(this,arguments);n=e.extend({},n);var p,m,g,v,y,b,_=e(n.of),x=e.position.getWithinInfo(n.within),w=e.position.getScrollInfo(x),k=(n.collision||"flip").split(" "),T={};return b=s(_),_[0].preventDefault&&(n.at="left top"),m=b.width,g=b.height,v=b.offset,y=e.extend({},v),e.each(["my","at"],function(){var e,t,i=(n[this]||"").split(" ");1===i.length&&(i=l.test(i[0])?i.concat(["center"]):u.test(i[0])?["center"].concat(i):["center","center"]),i[0]=l.test(i[0])?i[0]:"center",i[1]=u.test(i[1])?i[1]:"center",e=d.exec(i[0]),t=d.exec(i[1]),T[this]=[e?e[0]:0,t?t[0]:0],n[this]=[c.exec(i[0])[0],c.exec(i[1])[0]]}),1===k.length&&(k[1]=k[0]),"right"===n.at[0]?y.left+=m:"center"===n.at[0]&&(y.left+=m/2),"bottom"===n.at[1]?y.top+=g:"center"===n.at[1]&&(y.top+=g/2),p=t(T.at,m,g),y.left+=p[0],y.top+=p[1],this.each(function(){var s,l,u=e(this),d=u.outerWidth(),c=u.outerHeight(),f=i(this,"marginLeft"),b=i(this,"marginTop"),D=d+f+i(this,"marginRight")+w.width,S=c+b+i(this,"marginBottom")+w.height,N=e.extend({},y),M=t(T.my,u.outerWidth(),u.outerHeight());"right"===n.my[0]?N.left-=d:"center"===n.my[0]&&(N.left-=d/2),"bottom"===n.my[1]?N.top-=c:"center"===n.my[1]&&(N.top-=c/2),N.left+=M[0],N.top+=M[1],a||(N.left=h(N.left),N.top=h(N.top)),s={marginLeft:f,marginTop:b},e.each(["left","top"],function(t,i){e.ui.position[k[t]]&&e.ui.position[k[t]][i](N,{targetWidth:m,targetHeight:g,elemWidth:d,elemHeight:c,collisionPosition:s,collisionWidth:D,collisionHeight:S,offset:[p[0]+M[0],p[1]+M[1]],my:n.my,at:n.at,within:x,elem:u})}),n.using&&(l=function(e){var t=v.left-N.left,i=t+m-d,s=v.top-N.top,a=s+g-c,h={target:{element:_,left:v.left,top:v.top,width:m,height:g},element:{element:u,left:N.left,top:N.top,width:d,height:c},horizontal:0>i?"left":t>0?"right":"center",vertical:0>a?"top":s>0?"bottom":"middle"};d>m&&m>r(t+i)&&(h.horizontal="center"),c>g&&g>r(s+a)&&(h.vertical="middle"),h.important=o(r(t),r(i))>o(r(s),r(a))?"horizontal":"vertical",n.using.call(this,e,h)}),u.offset(e.extend(N,{using:l}))})},e.ui.position={fit:{left:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollLeft:s.offset.left,a=s.width,r=e.left-t.collisionPosition.marginLeft,h=n-r,l=r+t.collisionWidth-a-n;t.collisionWidth>a?h>0&&0>=l?(i=e.left+h+t.collisionWidth-a-n,e.left+=h-i):e.left=l>0&&0>=h?n:h>l?n+a-t.collisionWidth:n:h>0?e.left+=h:l>0?e.left-=l:e.left=o(e.left-r,e.left)},top:function(e,t){var i,s=t.within,n=s.isWindow?s.scrollTop:s.offset.top,a=t.within.height,r=e.top-t.collisionPosition.marginTop,h=n-r,l=r+t.collisionHeight-a-n;t.collisionHeight>a?h>0&&0>=l?(i=e.top+h+t.collisionHeight-a-n,e.top+=h-i):e.top=l>0&&0>=h?n:h>l?n+a-t.collisionHeight:n:h>0?e.top+=h:l>0?e.top-=l:e.top=o(e.top-r,e.top)}},flip:{left:function(e,t){var i,s,n=t.within,a=n.offset.left+n.scrollLeft,o=n.width,h=n.isWindow?n.scrollLeft:n.offset.left,l=e.left-t.collisionPosition.marginLeft,u=l-h,d=l+t.collisionWidth-o-h,c="left"===t.my[0]?-t.elemWidth:"right"===t.my[0]?t.elemWidth:0,p="left"===t.at[0]?t.targetWidth:"right"===t.at[0]?-t.targetWidth:0,f=-2*t.offset[0];0>u?(i=e.left+c+p+f+t.collisionWidth-o-a,(0>i||r(u)>i)&&(e.left+=c+p+f)):d>0&&(s=e.left-t.collisionPosition.marginLeft+c+p+f-h,(s>0||d>r(s))&&(e.left+=c+p+f))},top:function(e,t){var i,s,n=t.within,a=n.offset.top+n.scrollTop,o=n.height,h=n.isWindow?n.scrollTop:n.offset.top,l=e.top-t.collisionPosition.marginTop,u=l-h,d=l+t.collisionHeight-o-h,c="top"===t.my[1],p=c?-t.elemHeight:"bottom"===t.my[1]?t.elemHeight:0,f="top"===t.at[1]?t.targetHeight:"bottom"===t.at[1]?-t.targetHeight:0,m=-2*t.offset[1];0>u?(s=e.top+p+f+m+t.collisionHeight-o-a,(0>s||r(u)>s)&&(e.top+=p+f+m)):d>0&&(i=e.top-t.collisionPosition.marginTop+p+f+m-h,(i>0||d>r(i))&&(e.top+=p+f+m))}},flipfit:{left:function(){e.ui.position.flip.left.apply(this,arguments),e.ui.position.fit.left.apply(this,arguments)},top:function(){e.ui.position.flip.top.apply(this,arguments),e.ui.position.fit.top.apply(this,arguments)}}},function(){var t,i,s,n,o,r=document.getElementsByTagName("body")[0],h=document.createElement("div");t=document.createElement(r?"div":"body"),s={visibility:"hidden",width:0,height:0,border:0,margin:0,background:"none"},r&&e.extend(s,{position:"absolute",left:"-1000px",top:"-1000px"});for(o in s)t.style[o]=s[o];t.appendChild(h),i=r||document.documentElement,i.insertBefore(t,i.firstChild),h.style.cssText="position: absolute; left: 10.7432222px;",n=e(h).offset().left,a=n>10&&11>n,t.innerHTML="",i.removeChild(t)}()}(),e.ui.position,e.widget("ui.draggable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"drag",options:{addClasses:!0,appendTo:"parent",axis:!1,connectToSortable:!1,containment:!1,cursor:"auto",cursorAt:!1,grid:!1,handle:!1,helper:"original",iframeFix:!1,opacity:!1,refreshPositions:!1,revert:!1,revertDuration:500,scope:"default",scroll:!0,scrollSensitivity:20,scrollSpeed:20,snap:!1,snapMode:"both",snapTolerance:20,stack:!1,zIndex:!1,drag:null,start:null,stop:null},_create:function(){"original"===this.options.helper&&this._setPositionRelative(),this.options.addClasses&&this.element.addClass("ui-draggable"),this.options.disabled&&this.element.addClass("ui-draggable-disabled"),this._setHandleClassName(),this._mouseInit()},_setOption:function(e,t){this._super(e,t),"handle"===e&&(this._removeHandleClassName(),this._setHandleClassName())},_destroy:function(){return(this.helper||this.element).is(".ui-draggable-dragging")?(this.destroyOnClear=!0,void 0):(this.element.removeClass("ui-draggable ui-draggable-dragging ui-draggable-disabled"),this._removeHandleClassName(),this._mouseDestroy(),void 0)},_mouseCapture:function(t){var i=this.options;return this._blurActiveElement(t),this.helper||i.disabled||e(t.target).closest(".ui-resizable-handle").length>0?!1:(this.handle=this._getHandle(t),this.handle?(this._blockFrames(i.iframeFix===!0?"iframe":i.iframeFix),!0):!1)},_blockFrames:function(t){this.iframeBlocks=this.document.find(t).map(function(){var t=e(this);return e("<div>").css("position","absolute").appendTo(t.parent()).outerWidth(t.outerWidth()).outerHeight(t.outerHeight()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_blurActiveElement:function(t){var i=this.document[0];if(this.handleElement.is(t.target))try{i.activeElement&&"body"!==i.activeElement.nodeName.toLowerCase()&&e(i.activeElement).blur()}catch(s){}},_mouseStart:function(t){var i=this.options;return this.helper=this._createHelper(t),this.helper.addClass("ui-draggable-dragging"),this._cacheHelperProportions(),e.ui.ddmanager&&(e.ui.ddmanager.current=this),this._cacheMargins(),this.cssPosition=this.helper.css("position"),this.scrollParent=this.helper.scrollParent(!0),this.offsetParent=this.helper.offsetParent(),this.hasFixedAncestor=this.helper.parents().filter(function(){return"fixed"===e(this).css("position")}).length>0,this.positionAbs=this.element.offset(),this._refreshOffsets(t),this.originalPosition=this.position=this._generatePosition(t,!1),this.originalPageX=t.pageX,this.originalPageY=t.pageY,i.cursorAt&&this._adjustOffsetFromHelper(i.cursorAt),this._setContainment(),this._trigger("start",t)===!1?(this._clear(),!1):(this._cacheHelperProportions(),e.ui.ddmanager&&!i.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this._normalizeRightBottom(),this._mouseDrag(t,!0),e.ui.ddmanager&&e.ui.ddmanager.dragStart(this,t),!0)},_refreshOffsets:function(e){this.offset={top:this.positionAbs.top-this.margins.top,left:this.positionAbs.left-this.margins.left,scroll:!1,parent:this._getParentOffset(),relative:this._getRelativeOffset()},this.offset.click={left:e.pageX-this.offset.left,top:e.pageY-this.offset.top}},_mouseDrag:function(t,i){if(this.hasFixedAncestor&&(this.offset.parent=this._getParentOffset()),this.position=this._generatePosition(t,!0),this.positionAbs=this._convertPositionTo("absolute"),!i){var s=this._uiHash();if(this._trigger("drag",t,s)===!1)return this._mouseUp({}),!1;this.position=s.position}return this.helper[0].style.left=this.position.left+"px",this.helper[0].style.top=this.position.top+"px",e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),!1},_mouseStop:function(t){var i=this,s=!1;return e.ui.ddmanager&&!this.options.dropBehaviour&&(s=e.ui.ddmanager.drop(this,t)),this.dropped&&(s=this.dropped,this.dropped=!1),"invalid"===this.options.revert&&!s||"valid"===this.options.revert&&s||this.options.revert===!0||e.isFunction(this.options.revert)&&this.options.revert.call(this.element,s)?e(this.helper).animate(this.originalPosition,parseInt(this.options.revertDuration,10),function(){i._trigger("stop",t)!==!1&&i._clear()}):this._trigger("stop",t)!==!1&&this._clear(),!1},_mouseUp:function(t){return this._unblockFrames(),e.ui.ddmanager&&e.ui.ddmanager.dragStop(this,t),this.handleElement.is(t.target)&&this.element.focus(),e.ui.mouse.prototype._mouseUp.call(this,t)},cancel:function(){return this.helper.is(".ui-draggable-dragging")?this._mouseUp({}):this._clear(),this},_getHandle:function(t){return this.options.handle?!!e(t.target).closest(this.element.find(this.options.handle)).length:!0},_setHandleClassName:function(){this.handleElement=this.options.handle?this.element.find(this.options.handle):this.element,this.handleElement.addClass("ui-draggable-handle")},_removeHandleClassName:function(){this.handleElement.removeClass("ui-draggable-handle")},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper),n=s?e(i.helper.apply(this.element[0],[t])):"clone"===i.helper?this.element.clone().removeAttr("id"):this.element;return n.parents("body").length||n.appendTo("parent"===i.appendTo?this.element[0].parentNode:i.appendTo),s&&n[0]===this.element[0]&&this._setPositionRelative(),n[0]===this.element[0]||/(fixed|absolute)/.test(n.css("position"))||n.css("position","absolute"),n},_setPositionRelative:function(){/^(?:r|a|f)/.test(this.element.css("position"))||(this.element[0].style.position="relative")},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_isRootNode:function(e){return/(html|body)/i.test(e.tagName)||e===this.document[0]},_getParentOffset:function(){var t=this.offsetParent.offset(),i=this.document[0];return"absolute"===this.cssPosition&&this.scrollParent[0]!==i&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),this._isRootNode(this.offsetParent[0])&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"!==this.cssPosition)return{top:0,left:0};var e=this.element.position(),t=this._isRootNode(this.scrollParent[0]);return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+(t?0:this.scrollParent.scrollTop()),left:e.left-(parseInt(this.helper.css("left"),10)||0)+(t?0:this.scrollParent.scrollLeft())}},_cacheMargins:function(){this.margins={left:parseInt(this.element.css("marginLeft"),10)||0,top:parseInt(this.element.css("marginTop"),10)||0,right:parseInt(this.element.css("marginRight"),10)||0,bottom:parseInt(this.element.css("marginBottom"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options,a=this.document[0];return this.relativeContainer=null,n.containment?"window"===n.containment?(this.containment=[e(window).scrollLeft()-this.offset.relative.left-this.offset.parent.left,e(window).scrollTop()-this.offset.relative.top-this.offset.parent.top,e(window).scrollLeft()+e(window).width()-this.helperProportions.width-this.margins.left,e(window).scrollTop()+(e(window).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):"document"===n.containment?(this.containment=[0,0,e(a).width()-this.helperProportions.width-this.margins.left,(e(a).height()||a.body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top],void 0):n.containment.constructor===Array?(this.containment=n.containment,void 0):("parent"===n.containment&&(n.containment=this.helper[0].parentNode),i=e(n.containment),s=i[0],s&&(t=/(scroll|auto)/.test(i.css("overflow")),this.containment=[(parseInt(i.css("borderLeftWidth"),10)||0)+(parseInt(i.css("paddingLeft"),10)||0),(parseInt(i.css("borderTopWidth"),10)||0)+(parseInt(i.css("paddingTop"),10)||0),(t?Math.max(s.scrollWidth,s.offsetWidth):s.offsetWidth)-(parseInt(i.css("borderRightWidth"),10)||0)-(parseInt(i.css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left-this.margins.right,(t?Math.max(s.scrollHeight,s.offsetHeight):s.offsetHeight)-(parseInt(i.css("borderBottomWidth"),10)||0)-(parseInt(i.css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top-this.margins.bottom],this.relativeContainer=i),void 0):(this.containment=null,void 0)},_convertPositionTo:function(e,t){t||(t=this.position);var i="absolute"===e?1:-1,s=this._isRootNode(this.scrollParent[0]);return{top:t.top+this.offset.relative.top*i+this.offset.parent.top*i-("fixed"===this.cssPosition?-this.offset.scroll.top:s?0:this.offset.scroll.top)*i,left:t.left+this.offset.relative.left*i+this.offset.parent.left*i-("fixed"===this.cssPosition?-this.offset.scroll.left:s?0:this.offset.scroll.left)*i}},_generatePosition:function(e,t){var i,s,n,a,o=this.options,r=this._isRootNode(this.scrollParent[0]),h=e.pageX,l=e.pageY;return r&&this.offset.scroll||(this.offset.scroll={top:this.scrollParent.scrollTop(),left:this.scrollParent.scrollLeft()}),t&&(this.containment&&(this.relativeContainer?(s=this.relativeContainer.offset(),i=[this.containment[0]+s.left,this.containment[1]+s.top,this.containment[2]+s.left,this.containment[3]+s.top]):i=this.containment,e.pageX-this.offset.click.left<i[0]&&(h=i[0]+this.offset.click.left),e.pageY-this.offset.click.top<i[1]&&(l=i[1]+this.offset.click.top),e.pageX-this.offset.click.left>i[2]&&(h=i[2]+this.offset.click.left),e.pageY-this.offset.click.top>i[3]&&(l=i[3]+this.offset.click.top)),o.grid&&(n=o.grid[1]?this.originalPageY+Math.round((l-this.originalPageY)/o.grid[1])*o.grid[1]:this.originalPageY,l=i?n-this.offset.click.top>=i[1]||n-this.offset.click.top>i[3]?n:n-this.offset.click.top>=i[1]?n-o.grid[1]:n+o.grid[1]:n,a=o.grid[0]?this.originalPageX+Math.round((h-this.originalPageX)/o.grid[0])*o.grid[0]:this.originalPageX,h=i?a-this.offset.click.left>=i[0]||a-this.offset.click.left>i[2]?a:a-this.offset.click.left>=i[0]?a-o.grid[0]:a+o.grid[0]:a),"y"===o.axis&&(h=this.originalPageX),"x"===o.axis&&(l=this.originalPageY)),{top:l-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.offset.scroll.top:r?0:this.offset.scroll.top),left:h-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.offset.scroll.left:r?0:this.offset.scroll.left)}},_clear:function(){this.helper.removeClass("ui-draggable-dragging"),this.helper[0]===this.element[0]||this.cancelHelperRemoval||this.helper.remove(),this.helper=null,this.cancelHelperRemoval=!1,this.destroyOnClear&&this.destroy()},_normalizeRightBottom:function(){"y"!==this.options.axis&&"auto"!==this.helper.css("right")&&(this.helper.width(this.helper.width()),this.helper.css("right","auto")),"x"!==this.options.axis&&"auto"!==this.helper.css("bottom")&&(this.helper.height(this.helper.height()),this.helper.css("bottom","auto"))},_trigger:function(t,i,s){return s=s||this._uiHash(),e.ui.plugin.call(this,t,[i,s,this],!0),/^(drag|start|stop)/.test(t)&&(this.positionAbs=this._convertPositionTo("absolute"),s.offset=this.positionAbs),e.Widget.prototype._trigger.call(this,t,i,s)},plugins:{},_uiHash:function(){return{helper:this.helper,position:this.position,originalPosition:this.originalPosition,offset:this.positionAbs}}}),e.ui.plugin.add("draggable","connectToSortable",{start:function(t,i,s){var n=e.extend({},i,{item:s.element});s.sortables=[],e(s.options.connectToSortable).each(function(){var i=e(this).sortable("instance");i&&!i.options.disabled&&(s.sortables.push(i),i.refreshPositions(),i._trigger("activate",t,n))})},stop:function(t,i,s){var n=e.extend({},i,{item:s.element});s.cancelHelperRemoval=!1,e.each(s.sortables,function(){var e=this;e.isOver?(e.isOver=0,s.cancelHelperRemoval=!0,e.cancelHelperRemoval=!1,e._storedCSS={position:e.placeholder.css("position"),top:e.placeholder.css("top"),left:e.placeholder.css("left")},e._mouseStop(t),e.options.helper=e.options._helper):(e.cancelHelperRemoval=!0,e._trigger("deactivate",t,n))})},drag:function(t,i,s){e.each(s.sortables,function(){var n=!1,a=this;a.positionAbs=s.positionAbs,a.helperProportions=s.helperProportions,a.offset.click=s.offset.click,a._intersectsWith(a.containerCache)&&(n=!0,e.each(s.sortables,function(){return this.positionAbs=s.positionAbs,this.helperProportions=s.helperProportions,this.offset.click=s.offset.click,this!==a&&this._intersectsWith(this.containerCache)&&e.contains(a.element[0],this.element[0])&&(n=!1),n
+})),n?(a.isOver||(a.isOver=1,s._parent=i.helper.parent(),a.currentItem=i.helper.appendTo(a.element).data("ui-sortable-item",!0),a.options._helper=a.options.helper,a.options.helper=function(){return i.helper[0]},t.target=a.currentItem[0],a._mouseCapture(t,!0),a._mouseStart(t,!0,!0),a.offset.click.top=s.offset.click.top,a.offset.click.left=s.offset.click.left,a.offset.parent.left-=s.offset.parent.left-a.offset.parent.left,a.offset.parent.top-=s.offset.parent.top-a.offset.parent.top,s._trigger("toSortable",t),s.dropped=a.element,e.each(s.sortables,function(){this.refreshPositions()}),s.currentItem=s.element,a.fromOutside=s),a.currentItem&&(a._mouseDrag(t),i.position=a.position)):a.isOver&&(a.isOver=0,a.cancelHelperRemoval=!0,a.options._revert=a.options.revert,a.options.revert=!1,a._trigger("out",t,a._uiHash(a)),a._mouseStop(t,!0),a.options.revert=a.options._revert,a.options.helper=a.options._helper,a.placeholder&&a.placeholder.remove(),i.helper.appendTo(s._parent),s._refreshOffsets(t),i.position=s._generatePosition(t,!0),s._trigger("fromSortable",t),s.dropped=!1,e.each(s.sortables,function(){this.refreshPositions()}))})}}),e.ui.plugin.add("draggable","cursor",{start:function(t,i,s){var n=e("body"),a=s.options;n.css("cursor")&&(a._cursor=n.css("cursor")),n.css("cursor",a.cursor)},stop:function(t,i,s){var n=s.options;n._cursor&&e("body").css("cursor",n._cursor)}}),e.ui.plugin.add("draggable","opacity",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("opacity")&&(a._opacity=n.css("opacity")),n.css("opacity",a.opacity)},stop:function(t,i,s){var n=s.options;n._opacity&&e(i.helper).css("opacity",n._opacity)}}),e.ui.plugin.add("draggable","scroll",{start:function(e,t,i){i.scrollParentNotHidden||(i.scrollParentNotHidden=i.helper.scrollParent(!1)),i.scrollParentNotHidden[0]!==i.document[0]&&"HTML"!==i.scrollParentNotHidden[0].tagName&&(i.overflowOffset=i.scrollParentNotHidden.offset())},drag:function(t,i,s){var n=s.options,a=!1,o=s.scrollParentNotHidden[0],r=s.document[0];o!==r&&"HTML"!==o.tagName?(n.axis&&"x"===n.axis||(s.overflowOffset.top+o.offsetHeight-t.pageY<n.scrollSensitivity?o.scrollTop=a=o.scrollTop+n.scrollSpeed:t.pageY-s.overflowOffset.top<n.scrollSensitivity&&(o.scrollTop=a=o.scrollTop-n.scrollSpeed)),n.axis&&"y"===n.axis||(s.overflowOffset.left+o.offsetWidth-t.pageX<n.scrollSensitivity?o.scrollLeft=a=o.scrollLeft+n.scrollSpeed:t.pageX-s.overflowOffset.left<n.scrollSensitivity&&(o.scrollLeft=a=o.scrollLeft-n.scrollSpeed))):(n.axis&&"x"===n.axis||(t.pageY-e(r).scrollTop()<n.scrollSensitivity?a=e(r).scrollTop(e(r).scrollTop()-n.scrollSpeed):e(window).height()-(t.pageY-e(r).scrollTop())<n.scrollSensitivity&&(a=e(r).scrollTop(e(r).scrollTop()+n.scrollSpeed))),n.axis&&"y"===n.axis||(t.pageX-e(r).scrollLeft()<n.scrollSensitivity?a=e(r).scrollLeft(e(r).scrollLeft()-n.scrollSpeed):e(window).width()-(t.pageX-e(r).scrollLeft())<n.scrollSensitivity&&(a=e(r).scrollLeft(e(r).scrollLeft()+n.scrollSpeed)))),a!==!1&&e.ui.ddmanager&&!n.dropBehaviour&&e.ui.ddmanager.prepareOffsets(s,t)}}),e.ui.plugin.add("draggable","snap",{start:function(t,i,s){var n=s.options;s.snapElements=[],e(n.snap.constructor!==String?n.snap.items||":data(ui-draggable)":n.snap).each(function(){var t=e(this),i=t.offset();this!==s.element[0]&&s.snapElements.push({item:this,width:t.outerWidth(),height:t.outerHeight(),top:i.top,left:i.left})})},drag:function(t,i,s){var n,a,o,r,h,l,u,d,c,p,f=s.options,m=f.snapTolerance,g=i.offset.left,v=g+s.helperProportions.width,y=i.offset.top,b=y+s.helperProportions.height;for(c=s.snapElements.length-1;c>=0;c--)h=s.snapElements[c].left-s.margins.left,l=h+s.snapElements[c].width,u=s.snapElements[c].top-s.margins.top,d=u+s.snapElements[c].height,h-m>v||g>l+m||u-m>b||y>d+m||!e.contains(s.snapElements[c].item.ownerDocument,s.snapElements[c].item)?(s.snapElements[c].snapping&&s.options.snap.release&&s.options.snap.release.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=!1):("inner"!==f.snapMode&&(n=m>=Math.abs(u-b),a=m>=Math.abs(d-y),o=m>=Math.abs(h-v),r=m>=Math.abs(l-g),n&&(i.position.top=s._convertPositionTo("relative",{top:u-s.helperProportions.height,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h-s.helperProportions.width}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l}).left)),p=n||a||o||r,"outer"!==f.snapMode&&(n=m>=Math.abs(u-y),a=m>=Math.abs(d-b),o=m>=Math.abs(h-g),r=m>=Math.abs(l-v),n&&(i.position.top=s._convertPositionTo("relative",{top:u,left:0}).top),a&&(i.position.top=s._convertPositionTo("relative",{top:d-s.helperProportions.height,left:0}).top),o&&(i.position.left=s._convertPositionTo("relative",{top:0,left:h}).left),r&&(i.position.left=s._convertPositionTo("relative",{top:0,left:l-s.helperProportions.width}).left)),!s.snapElements[c].snapping&&(n||a||o||r||p)&&s.options.snap.snap&&s.options.snap.snap.call(s.element,t,e.extend(s._uiHash(),{snapItem:s.snapElements[c].item})),s.snapElements[c].snapping=n||a||o||r||p)}}),e.ui.plugin.add("draggable","stack",{start:function(t,i,s){var n,a=s.options,o=e.makeArray(e(a.stack)).sort(function(t,i){return(parseInt(e(t).css("zIndex"),10)||0)-(parseInt(e(i).css("zIndex"),10)||0)});o.length&&(n=parseInt(e(o[0]).css("zIndex"),10)||0,e(o).each(function(t){e(this).css("zIndex",n+t)}),this.css("zIndex",n+o.length))}}),e.ui.plugin.add("draggable","zIndex",{start:function(t,i,s){var n=e(i.helper),a=s.options;n.css("zIndex")&&(a._zIndex=n.css("zIndex")),n.css("zIndex",a.zIndex)},stop:function(t,i,s){var n=s.options;n._zIndex&&e(i.helper).css("zIndex",n._zIndex)}}),e.ui.draggable,e.widget("ui.droppable",{version:"1.11.4",widgetEventPrefix:"drop",options:{accept:"*",activeClass:!1,addClasses:!0,greedy:!1,hoverClass:!1,scope:"default",tolerance:"intersect",activate:null,deactivate:null,drop:null,out:null,over:null},_create:function(){var t,i=this.options,s=i.accept;this.isover=!1,this.isout=!0,this.accept=e.isFunction(s)?s:function(e){return e.is(s)},this.proportions=function(){return arguments.length?(t=arguments[0],void 0):t?t:t={width:this.element[0].offsetWidth,height:this.element[0].offsetHeight}},this._addToManager(i.scope),i.addClasses&&this.element.addClass("ui-droppable")},_addToManager:function(t){e.ui.ddmanager.droppables[t]=e.ui.ddmanager.droppables[t]||[],e.ui.ddmanager.droppables[t].push(this)},_splice:function(e){for(var t=0;e.length>t;t++)e[t]===this&&e.splice(t,1)},_destroy:function(){var t=e.ui.ddmanager.droppables[this.options.scope];this._splice(t),this.element.removeClass("ui-droppable ui-droppable-disabled")},_setOption:function(t,i){if("accept"===t)this.accept=e.isFunction(i)?i:function(e){return e.is(i)};else if("scope"===t){var s=e.ui.ddmanager.droppables[this.options.scope];this._splice(s),this._addToManager(i)}this._super(t,i)},_activate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.addClass(this.options.activeClass),i&&this._trigger("activate",t,this.ui(i))},_deactivate:function(t){var i=e.ui.ddmanager.current;this.options.activeClass&&this.element.removeClass(this.options.activeClass),i&&this._trigger("deactivate",t,this.ui(i))},_over:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.addClass(this.options.hoverClass),this._trigger("over",t,this.ui(i)))},_out:function(t){var i=e.ui.ddmanager.current;i&&(i.currentItem||i.element)[0]!==this.element[0]&&this.accept.call(this.element[0],i.currentItem||i.element)&&(this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("out",t,this.ui(i)))},_drop:function(t,i){var s=i||e.ui.ddmanager.current,n=!1;return s&&(s.currentItem||s.element)[0]!==this.element[0]?(this.element.find(":data(ui-droppable)").not(".ui-draggable-dragging").each(function(){var i=e(this).droppable("instance");return i.options.greedy&&!i.options.disabled&&i.options.scope===s.options.scope&&i.accept.call(i.element[0],s.currentItem||s.element)&&e.ui.intersect(s,e.extend(i,{offset:i.element.offset()}),i.options.tolerance,t)?(n=!0,!1):void 0}),n?!1:this.accept.call(this.element[0],s.currentItem||s.element)?(this.options.activeClass&&this.element.removeClass(this.options.activeClass),this.options.hoverClass&&this.element.removeClass(this.options.hoverClass),this._trigger("drop",t,this.ui(s)),this.element):!1):!1},ui:function(e){return{draggable:e.currentItem||e.element,helper:e.helper,position:e.position,offset:e.positionAbs}}}),e.ui.intersect=function(){function e(e,t,i){return e>=t&&t+i>e}return function(t,i,s,n){if(!i.offset)return!1;var a=(t.positionAbs||t.position.absolute).left+t.margins.left,o=(t.positionAbs||t.position.absolute).top+t.margins.top,r=a+t.helperProportions.width,h=o+t.helperProportions.height,l=i.offset.left,u=i.offset.top,d=l+i.proportions().width,c=u+i.proportions().height;switch(s){case"fit":return a>=l&&d>=r&&o>=u&&c>=h;case"intersect":return a+t.helperProportions.width/2>l&&d>r-t.helperProportions.width/2&&o+t.helperProportions.height/2>u&&c>h-t.helperProportions.height/2;case"pointer":return e(n.pageY,u,i.proportions().height)&&e(n.pageX,l,i.proportions().width);case"touch":return(o>=u&&c>=o||h>=u&&c>=h||u>o&&h>c)&&(a>=l&&d>=a||r>=l&&d>=r||l>a&&r>d);default:return!1}}}(),e.ui.ddmanager={current:null,droppables:{"default":[]},prepareOffsets:function(t,i){var s,n,a=e.ui.ddmanager.droppables[t.options.scope]||[],o=i?i.type:null,r=(t.currentItem||t.element).find(":data(ui-droppable)").addBack();e:for(s=0;a.length>s;s++)if(!(a[s].options.disabled||t&&!a[s].accept.call(a[s].element[0],t.currentItem||t.element))){for(n=0;r.length>n;n++)if(r[n]===a[s].element[0]){a[s].proportions().height=0;continue e}a[s].visible="none"!==a[s].element.css("display"),a[s].visible&&("mousedown"===o&&a[s]._activate.call(a[s],i),a[s].offset=a[s].element.offset(),a[s].proportions({width:a[s].element[0].offsetWidth,height:a[s].element[0].offsetHeight}))}},drop:function(t,i){var s=!1;return e.each((e.ui.ddmanager.droppables[t.options.scope]||[]).slice(),function(){this.options&&(!this.options.disabled&&this.visible&&e.ui.intersect(t,this,this.options.tolerance,i)&&(s=this._drop.call(this,i)||s),!this.options.disabled&&this.visible&&this.accept.call(this.element[0],t.currentItem||t.element)&&(this.isout=!0,this.isover=!1,this._deactivate.call(this,i)))}),s},dragStart:function(t,i){t.element.parentsUntil("body").bind("scroll.droppable",function(){t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)})},drag:function(t,i){t.options.refreshPositions&&e.ui.ddmanager.prepareOffsets(t,i),e.each(e.ui.ddmanager.droppables[t.options.scope]||[],function(){if(!this.options.disabled&&!this.greedyChild&&this.visible){var s,n,a,o=e.ui.intersect(t,this,this.options.tolerance,i),r=!o&&this.isover?"isout":o&&!this.isover?"isover":null;r&&(this.options.greedy&&(n=this.options.scope,a=this.element.parents(":data(ui-droppable)").filter(function(){return e(this).droppable("instance").options.scope===n}),a.length&&(s=e(a[0]).droppable("instance"),s.greedyChild="isover"===r)),s&&"isover"===r&&(s.isover=!1,s.isout=!0,s._out.call(s,i)),this[r]=!0,this["isout"===r?"isover":"isout"]=!1,this["isover"===r?"_over":"_out"].call(this,i),s&&"isout"===r&&(s.isout=!1,s.isover=!0,s._over.call(s,i)))}})},dragStop:function(t,i){t.element.parentsUntil("body").unbind("scroll.droppable"),t.options.refreshPositions||e.ui.ddmanager.prepareOffsets(t,i)}},e.ui.droppable,e.widget("ui.resizable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"resize",options:{alsoResize:!1,animate:!1,animateDuration:"slow",animateEasing:"swing",aspectRatio:!1,autoHide:!1,containment:!1,ghost:!1,grid:!1,handles:"e,s,se",helper:!1,maxHeight:null,maxWidth:null,minHeight:10,minWidth:10,zIndex:90,resize:null,start:null,stop:null},_num:function(e){return parseInt(e,10)||0},_isNumber:function(e){return!isNaN(parseInt(e,10))},_hasScroll:function(t,i){if("hidden"===e(t).css("overflow"))return!1;var s=i&&"left"===i?"scrollLeft":"scrollTop",n=!1;return t[s]>0?!0:(t[s]=1,n=t[s]>0,t[s]=0,n)},_create:function(){var t,i,s,n,a,o=this,r=this.options;if(this.element.addClass("ui-resizable"),e.extend(this,{_aspectRatio:!!r.aspectRatio,aspectRatio:r.aspectRatio,originalElement:this.element,_proportionallyResizeElements:[],_helper:r.helper||r.ghost||r.animate?r.helper||"ui-resizable-helper":null}),this.element[0].nodeName.match(/^(canvas|textarea|input|select|button|img)$/i)&&(this.element.wrap(e("<div class='ui-wrapper' style='overflow: hidden;'></div>").css({position:this.element.css("position"),width:this.element.outerWidth(),height:this.element.outerHeight(),top:this.element.css("top"),left:this.element.css("left")})),this.element=this.element.parent().data("ui-resizable",this.element.resizable("instance")),this.elementIsWrapper=!0,this.element.css({marginLeft:this.originalElement.css("marginLeft"),marginTop:this.originalElement.css("marginTop"),marginRight:this.originalElement.css("marginRight"),marginBottom:this.originalElement.css("marginBottom")}),this.originalElement.css({marginLeft:0,marginTop:0,marginRight:0,marginBottom:0}),this.originalResizeStyle=this.originalElement.css("resize"),this.originalElement.css("resize","none"),this._proportionallyResizeElements.push(this.originalElement.css({position:"static",zoom:1,display:"block"})),this.originalElement.css({margin:this.originalElement.css("margin")}),this._proportionallyResize()),this.handles=r.handles||(e(".ui-resizable-handle",this.element).length?{n:".ui-resizable-n",e:".ui-resizable-e",s:".ui-resizable-s",w:".ui-resizable-w",se:".ui-resizable-se",sw:".ui-resizable-sw",ne:".ui-resizable-ne",nw:".ui-resizable-nw"}:"e,s,se"),this._handles=e(),this.handles.constructor===String)for("all"===this.handles&&(this.handles="n,e,s,w,se,sw,ne,nw"),t=this.handles.split(","),this.handles={},i=0;t.length>i;i++)s=e.trim(t[i]),a="ui-resizable-"+s,n=e("<div class='ui-resizable-handle "+a+"'></div>"),n.css({zIndex:r.zIndex}),"se"===s&&n.addClass("ui-icon ui-icon-gripsmall-diagonal-se"),this.handles[s]=".ui-resizable-"+s,this.element.append(n);this._renderAxis=function(t){var i,s,n,a;t=t||this.element;for(i in this.handles)this.handles[i].constructor===String?this.handles[i]=this.element.children(this.handles[i]).first().show():(this.handles[i].jquery||this.handles[i].nodeType)&&(this.handles[i]=e(this.handles[i]),this._on(this.handles[i],{mousedown:o._mouseDown})),this.elementIsWrapper&&this.originalElement[0].nodeName.match(/^(textarea|input|select|button)$/i)&&(s=e(this.handles[i],this.element),a=/sw|ne|nw|se|n|s/.test(i)?s.outerHeight():s.outerWidth(),n=["padding",/ne|nw|n/.test(i)?"Top":/se|sw|s/.test(i)?"Bottom":/^e$/.test(i)?"Right":"Left"].join(""),t.css(n,a),this._proportionallyResize()),this._handles=this._handles.add(this.handles[i])},this._renderAxis(this.element),this._handles=this._handles.add(this.element.find(".ui-resizable-handle")),this._handles.disableSelection(),this._handles.mouseover(function(){o.resizing||(this.className&&(n=this.className.match(/ui-resizable-(se|sw|ne|nw|n|e|s|w)/i)),o.axis=n&&n[1]?n[1]:"se")}),r.autoHide&&(this._handles.hide(),e(this.element).addClass("ui-resizable-autohide").mouseenter(function(){r.disabled||(e(this).removeClass("ui-resizable-autohide"),o._handles.show())}).mouseleave(function(){r.disabled||o.resizing||(e(this).addClass("ui-resizable-autohide"),o._handles.hide())})),this._mouseInit()},_destroy:function(){this._mouseDestroy();var t,i=function(t){e(t).removeClass("ui-resizable ui-resizable-disabled ui-resizable-resizing").removeData("resizable").removeData("ui-resizable").unbind(".resizable").find(".ui-resizable-handle").remove()};return this.elementIsWrapper&&(i(this.element),t=this.element,this.originalElement.css({position:t.css("position"),width:t.outerWidth(),height:t.outerHeight(),top:t.css("top"),left:t.css("left")}).insertAfter(t),t.remove()),this.originalElement.css("resize",this.originalResizeStyle),i(this.originalElement),this},_mouseCapture:function(t){var i,s,n=!1;for(i in this.handles)s=e(this.handles[i])[0],(s===t.target||e.contains(s,t.target))&&(n=!0);return!this.options.disabled&&n},_mouseStart:function(t){var i,s,n,a=this.options,o=this.element;return this.resizing=!0,this._renderProxy(),i=this._num(this.helper.css("left")),s=this._num(this.helper.css("top")),a.containment&&(i+=e(a.containment).scrollLeft()||0,s+=e(a.containment).scrollTop()||0),this.offset=this.helper.offset(),this.position={left:i,top:s},this.size=this._helper?{width:this.helper.width(),height:this.helper.height()}:{width:o.width(),height:o.height()},this.originalSize=this._helper?{width:o.outerWidth(),height:o.outerHeight()}:{width:o.width(),height:o.height()},this.sizeDiff={width:o.outerWidth()-o.width(),height:o.outerHeight()-o.height()},this.originalPosition={left:i,top:s},this.originalMousePosition={left:t.pageX,top:t.pageY},this.aspectRatio="number"==typeof a.aspectRatio?a.aspectRatio:this.originalSize.width/this.originalSize.height||1,n=e(".ui-resizable-"+this.axis).css("cursor"),e("body").css("cursor","auto"===n?this.axis+"-resize":n),o.addClass("ui-resizable-resizing"),this._propagate("start",t),!0},_mouseDrag:function(t){var i,s,n=this.originalMousePosition,a=this.axis,o=t.pageX-n.left||0,r=t.pageY-n.top||0,h=this._change[a];return this._updatePrevProperties(),h?(i=h.apply(this,[t,o,r]),this._updateVirtualBoundaries(t.shiftKey),(this._aspectRatio||t.shiftKey)&&(i=this._updateRatio(i,t)),i=this._respectSize(i,t),this._updateCache(i),this._propagate("resize",t),s=this._applyChanges(),!this._helper&&this._proportionallyResizeElements.length&&this._proportionallyResize(),e.isEmptyObject(s)||(this._updatePrevProperties(),this._trigger("resize",t,this.ui()),this._applyChanges()),!1):!1},_mouseStop:function(t){this.resizing=!1;var i,s,n,a,o,r,h,l=this.options,u=this;return this._helper&&(i=this._proportionallyResizeElements,s=i.length&&/textarea/i.test(i[0].nodeName),n=s&&this._hasScroll(i[0],"left")?0:u.sizeDiff.height,a=s?0:u.sizeDiff.width,o={width:u.helper.width()-a,height:u.helper.height()-n},r=parseInt(u.element.css("left"),10)+(u.position.left-u.originalPosition.left)||null,h=parseInt(u.element.css("top"),10)+(u.position.top-u.originalPosition.top)||null,l.animate||this.element.css(e.extend(o,{top:h,left:r})),u.helper.height(u.size.height),u.helper.width(u.size.width),this._helper&&!l.animate&&this._proportionallyResize()),e("body").css("cursor","auto"),this.element.removeClass("ui-resizable-resizing"),this._propagate("stop",t),this._helper&&this.helper.remove(),!1},_updatePrevProperties:function(){this.prevPosition={top:this.position.top,left:this.position.left},this.prevSize={width:this.size.width,height:this.size.height}},_applyChanges:function(){var e={};return this.position.top!==this.prevPosition.top&&(e.top=this.position.top+"px"),this.position.left!==this.prevPosition.left&&(e.left=this.position.left+"px"),this.size.width!==this.prevSize.width&&(e.width=this.size.width+"px"),this.size.height!==this.prevSize.height&&(e.height=this.size.height+"px"),this.helper.css(e),e},_updateVirtualBoundaries:function(e){var t,i,s,n,a,o=this.options;a={minWidth:this._isNumber(o.minWidth)?o.minWidth:0,maxWidth:this._isNumber(o.maxWidth)?o.maxWidth:1/0,minHeight:this._isNumber(o.minHeight)?o.minHeight:0,maxHeight:this._isNumber(o.maxHeight)?o.maxHeight:1/0},(this._aspectRatio||e)&&(t=a.minHeight*this.aspectRatio,s=a.minWidth/this.aspectRatio,i=a.maxHeight*this.aspectRatio,n=a.maxWidth/this.aspectRatio,t>a.minWidth&&(a.minWidth=t),s>a.minHeight&&(a.minHeight=s),a.maxWidth>i&&(a.maxWidth=i),a.maxHeight>n&&(a.maxHeight=n)),this._vBoundaries=a},_updateCache:function(e){this.offset=this.helper.offset(),this._isNumber(e.left)&&(this.position.left=e.left),this._isNumber(e.top)&&(this.position.top=e.top),this._isNumber(e.height)&&(this.size.height=e.height),this._isNumber(e.width)&&(this.size.width=e.width)},_updateRatio:function(e){var t=this.position,i=this.size,s=this.axis;return this._isNumber(e.height)?e.width=e.height*this.aspectRatio:this._isNumber(e.width)&&(e.height=e.width/this.aspectRatio),"sw"===s&&(e.left=t.left+(i.width-e.width),e.top=null),"nw"===s&&(e.top=t.top+(i.height-e.height),e.left=t.left+(i.width-e.width)),e},_respectSize:function(e){var t=this._vBoundaries,i=this.axis,s=this._isNumber(e.width)&&t.maxWidth&&t.maxWidth<e.width,n=this._isNumber(e.height)&&t.maxHeight&&t.maxHeight<e.height,a=this._isNumber(e.width)&&t.minWidth&&t.minWidth>e.width,o=this._isNumber(e.height)&&t.minHeight&&t.minHeight>e.height,r=this.originalPosition.left+this.originalSize.width,h=this.position.top+this.size.height,l=/sw|nw|w/.test(i),u=/nw|ne|n/.test(i);return a&&(e.width=t.minWidth),o&&(e.height=t.minHeight),s&&(e.width=t.maxWidth),n&&(e.height=t.maxHeight),a&&l&&(e.left=r-t.minWidth),s&&l&&(e.left=r-t.maxWidth),o&&u&&(e.top=h-t.minHeight),n&&u&&(e.top=h-t.maxHeight),e.width||e.height||e.left||!e.top?e.width||e.height||e.top||!e.left||(e.left=null):e.top=null,e},_getPaddingPlusBorderDimensions:function(e){for(var t=0,i=[],s=[e.css("borderTopWidth"),e.css("borderRightWidth"),e.css("borderBottomWidth"),e.css("borderLeftWidth")],n=[e.css("paddingTop"),e.css("paddingRight"),e.css("paddingBottom"),e.css("paddingLeft")];4>t;t++)i[t]=parseInt(s[t],10)||0,i[t]+=parseInt(n[t],10)||0;return{height:i[0]+i[2],width:i[1]+i[3]}},_proportionallyResize:function(){if(this._proportionallyResizeElements.length)for(var e,t=0,i=this.helper||this.element;this._proportionallyResizeElements.length>t;t++)e=this._proportionallyResizeElements[t],this.outerDimensions||(this.outerDimensions=this._getPaddingPlusBorderDimensions(e)),e.css({height:i.height()-this.outerDimensions.height||0,width:i.width()-this.outerDimensions.width||0})},_renderProxy:function(){var t=this.element,i=this.options;this.elementOffset=t.offset(),this._helper?(this.helper=this.helper||e("<div style='overflow:hidden;'></div>"),this.helper.addClass(this._helper).css({width:this.element.outerWidth()-1,height:this.element.outerHeight()-1,position:"absolute",left:this.elementOffset.left+"px",top:this.elementOffset.top+"px",zIndex:++i.zIndex}),this.helper.appendTo("body").disableSelection()):this.helper=this.element},_change:{e:function(e,t){return{width:this.originalSize.width+t}},w:function(e,t){var i=this.originalSize,s=this.originalPosition;return{left:s.left+t,width:i.width-t}},n:function(e,t,i){var s=this.originalSize,n=this.originalPosition;return{top:n.top+i,height:s.height-i}},s:function(e,t,i){return{height:this.originalSize.height+i}},se:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},sw:function(t,i,s){return e.extend(this._change.s.apply(this,arguments),this._change.w.apply(this,[t,i,s]))},ne:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.e.apply(this,[t,i,s]))},nw:function(t,i,s){return e.extend(this._change.n.apply(this,arguments),this._change.w.apply(this,[t,i,s]))}},_propagate:function(t,i){e.ui.plugin.call(this,t,[i,this.ui()]),"resize"!==t&&this._trigger(t,i,this.ui())},plugins:{},ui:function(){return{originalElement:this.originalElement,element:this.element,helper:this.helper,position:this.position,size:this.size,originalSize:this.originalSize,originalPosition:this.originalPosition}}}),e.ui.plugin.add("resizable","animate",{stop:function(t){var i=e(this).resizable("instance"),s=i.options,n=i._proportionallyResizeElements,a=n.length&&/textarea/i.test(n[0].nodeName),o=a&&i._hasScroll(n[0],"left")?0:i.sizeDiff.height,r=a?0:i.sizeDiff.width,h={width:i.size.width-r,height:i.size.height-o},l=parseInt(i.element.css("left"),10)+(i.position.left-i.originalPosition.left)||null,u=parseInt(i.element.css("top"),10)+(i.position.top-i.originalPosition.top)||null;i.element.animate(e.extend(h,u&&l?{top:u,left:l}:{}),{duration:s.animateDuration,easing:s.animateEasing,step:function(){var s={width:parseInt(i.element.css("width"),10),height:parseInt(i.element.css("height"),10),top:parseInt(i.element.css("top"),10),left:parseInt(i.element.css("left"),10)};n&&n.length&&e(n[0]).css({width:s.width,height:s.height}),i._updateCache(s),i._propagate("resize",t)}})}}),e.ui.plugin.add("resizable","containment",{start:function(){var t,i,s,n,a,o,r,h=e(this).resizable("instance"),l=h.options,u=h.element,d=l.containment,c=d instanceof e?d.get(0):/parent/.test(d)?u.parent().get(0):d;c&&(h.containerElement=e(c),/document/.test(d)||d===document?(h.containerOffset={left:0,top:0},h.containerPosition={left:0,top:0},h.parentData={element:e(document),left:0,top:0,width:e(document).width(),height:e(document).height()||document.body.parentNode.scrollHeight}):(t=e(c),i=[],e(["Top","Right","Left","Bottom"]).each(function(e,s){i[e]=h._num(t.css("padding"+s))}),h.containerOffset=t.offset(),h.containerPosition=t.position(),h.containerSize={height:t.innerHeight()-i[3],width:t.innerWidth()-i[1]},s=h.containerOffset,n=h.containerSize.height,a=h.containerSize.width,o=h._hasScroll(c,"left")?c.scrollWidth:a,r=h._hasScroll(c)?c.scrollHeight:n,h.parentData={element:c,left:s.left,top:s.top,width:o,height:r}))},resize:function(t){var i,s,n,a,o=e(this).resizable("instance"),r=o.options,h=o.containerOffset,l=o.position,u=o._aspectRatio||t.shiftKey,d={top:0,left:0},c=o.containerElement,p=!0;c[0]!==document&&/static/.test(c.css("position"))&&(d=h),l.left<(o._helper?h.left:0)&&(o.size.width=o.size.width+(o._helper?o.position.left-h.left:o.position.left-d.left),u&&(o.size.height=o.size.width/o.aspectRatio,p=!1),o.position.left=r.helper?h.left:0),l.top<(o._helper?h.top:0)&&(o.size.height=o.size.height+(o._helper?o.position.top-h.top:o.position.top),u&&(o.size.width=o.size.height*o.aspectRatio,p=!1),o.position.top=o._helper?h.top:0),n=o.containerElement.get(0)===o.element.parent().get(0),a=/relative|absolute/.test(o.containerElement.css("position")),n&&a?(o.offset.left=o.parentData.left+o.position.left,o.offset.top=o.parentData.top+o.position.top):(o.offset.left=o.element.offset().left,o.offset.top=o.element.offset().top),i=Math.abs(o.sizeDiff.width+(o._helper?o.offset.left-d.left:o.offset.left-h.left)),s=Math.abs(o.sizeDiff.height+(o._helper?o.offset.top-d.top:o.offset.top-h.top)),i+o.size.width>=o.parentData.width&&(o.size.width=o.parentData.width-i,u&&(o.size.height=o.size.width/o.aspectRatio,p=!1)),s+o.size.height>=o.parentData.height&&(o.size.height=o.parentData.height-s,u&&(o.size.width=o.size.height*o.aspectRatio,p=!1)),p||(o.position.left=o.prevPosition.left,o.position.top=o.prevPosition.top,o.size.width=o.prevSize.width,o.size.height=o.prevSize.height)},stop:function(){var t=e(this).resizable("instance"),i=t.options,s=t.containerOffset,n=t.containerPosition,a=t.containerElement,o=e(t.helper),r=o.offset(),h=o.outerWidth()-t.sizeDiff.width,l=o.outerHeight()-t.sizeDiff.height;t._helper&&!i.animate&&/relative/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l}),t._helper&&!i.animate&&/static/.test(a.css("position"))&&e(this).css({left:r.left-n.left-s.left,width:h,height:l})}}),e.ui.plugin.add("resizable","alsoResize",{start:function(){var t=e(this).resizable("instance"),i=t.options;e(i.alsoResize).each(function(){var t=e(this);t.data("ui-resizable-alsoresize",{width:parseInt(t.width(),10),height:parseInt(t.height(),10),left:parseInt(t.css("left"),10),top:parseInt(t.css("top"),10)})})},resize:function(t,i){var s=e(this).resizable("instance"),n=s.options,a=s.originalSize,o=s.originalPosition,r={height:s.size.height-a.height||0,width:s.size.width-a.width||0,top:s.position.top-o.top||0,left:s.position.left-o.left||0};e(n.alsoResize).each(function(){var t=e(this),s=e(this).data("ui-resizable-alsoresize"),n={},a=t.parents(i.originalElement[0]).length?["width","height"]:["width","height","top","left"];e.each(a,function(e,t){var i=(s[t]||0)+(r[t]||0);i&&i>=0&&(n[t]=i||null)}),t.css(n)})},stop:function(){e(this).removeData("resizable-alsoresize")}}),e.ui.plugin.add("resizable","ghost",{start:function(){var t=e(this).resizable("instance"),i=t.options,s=t.size;t.ghost=t.originalElement.clone(),t.ghost.css({opacity:.25,display:"block",position:"relative",height:s.height,width:s.width,margin:0,left:0,top:0}).addClass("ui-resizable-ghost").addClass("string"==typeof i.ghost?i.ghost:""),t.ghost.appendTo(t.helper)},resize:function(){var t=e(this).resizable("instance");t.ghost&&t.ghost.css({position:"relative",height:t.size.height,width:t.size.width})},stop:function(){var t=e(this).resizable("instance");t.ghost&&t.helper&&t.helper.get(0).removeChild(t.ghost.get(0))}}),e.ui.plugin.add("resizable","grid",{resize:function(){var t,i=e(this).resizable("instance"),s=i.options,n=i.size,a=i.originalSize,o=i.originalPosition,r=i.axis,h="number"==typeof s.grid?[s.grid,s.grid]:s.grid,l=h[0]||1,u=h[1]||1,d=Math.round((n.width-a.width)/l)*l,c=Math.round((n.height-a.height)/u)*u,p=a.width+d,f=a.height+c,m=s.maxWidth&&p>s.maxWidth,g=s.maxHeight&&f>s.maxHeight,v=s.minWidth&&s.minWidth>p,y=s.minHeight&&s.minHeight>f;s.grid=h,v&&(p+=l),y&&(f+=u),m&&(p-=l),g&&(f-=u),/^(se|s|e)$/.test(r)?(i.size.width=p,i.size.height=f):/^(ne)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.top=o.top-c):/^(sw)$/.test(r)?(i.size.width=p,i.size.height=f,i.position.left=o.left-d):((0>=f-u||0>=p-l)&&(t=i._getPaddingPlusBorderDimensions(this)),f-u>0?(i.size.height=f,i.position.top=o.top-c):(f=u-t.height,i.size.height=f,i.position.top=o.top+a.height-f),p-l>0?(i.size.width=p,i.position.left=o.left-d):(p=l-t.width,i.size.width=p,i.position.left=o.left+a.width-p))}}),e.ui.resizable,e.widget("ui.selectable",e.ui.mouse,{version:"1.11.4",options:{appendTo:"body",autoRefresh:!0,distance:0,filter:"*",tolerance:"touch",selected:null,selecting:null,start:null,stop:null,unselected:null,unselecting:null},_create:function(){var t,i=this;this.element.addClass("ui-selectable"),this.dragged=!1,this.refresh=function(){t=e(i.options.filter,i.element[0]),t.addClass("ui-selectee"),t.each(function(){var t=e(this),i=t.offset();e.data(this,"selectable-item",{element:this,$element:t,left:i.left,top:i.top,right:i.left+t.outerWidth(),bottom:i.top+t.outerHeight(),startselected:!1,selected:t.hasClass("ui-selected"),selecting:t.hasClass("ui-selecting"),unselecting:t.hasClass("ui-unselecting")})})},this.refresh(),this.selectees=t.addClass("ui-selectee"),this._mouseInit(),this.helper=e("<div class='ui-selectable-helper'></div>")},_destroy:function(){this.selectees.removeClass("ui-selectee").removeData("selectable-item"),this.element.removeClass("ui-selectable ui-selectable-disabled"),this._mouseDestroy()},_mouseStart:function(t){var i=this,s=this.options;this.opos=[t.pageX,t.pageY],this.options.disabled||(this.selectees=e(s.filter,this.element[0]),this._trigger("start",t),e(s.appendTo).append(this.helper),this.helper.css({left:t.pageX,top:t.pageY,width:0,height:0}),s.autoRefresh&&this.refresh(),this.selectees.filter(".ui-selected").each(function(){var s=e.data(this,"selectable-item");s.startselected=!0,t.metaKey||t.ctrlKey||(s.$element.removeClass("ui-selected"),s.selected=!1,s.$element.addClass("ui-unselecting"),s.unselecting=!0,i._trigger("unselecting",t,{unselecting:s.element}))}),e(t.target).parents().addBack().each(function(){var s,n=e.data(this,"selectable-item");return n?(s=!t.metaKey&&!t.ctrlKey||!n.$element.hasClass("ui-selected"),n.$element.removeClass(s?"ui-unselecting":"ui-selected").addClass(s?"ui-selecting":"ui-unselecting"),n.unselecting=!s,n.selecting=s,n.selected=s,s?i._trigger("selecting",t,{selecting:n.element}):i._trigger("unselecting",t,{unselecting:n.element}),!1):void 0}))},_mouseDrag:function(t){if(this.dragged=!0,!this.options.disabled){var i,s=this,n=this.options,a=this.opos[0],o=this.opos[1],r=t.pageX,h=t.pageY;return a>r&&(i=r,r=a,a=i),o>h&&(i=h,h=o,o=i),this.helper.css({left:a,top:o,width:r-a,height:h-o}),this.selectees.each(function(){var i=e.data(this,"selectable-item"),l=!1;
+i&&i.element!==s.element[0]&&("touch"===n.tolerance?l=!(i.left>r||a>i.right||i.top>h||o>i.bottom):"fit"===n.tolerance&&(l=i.left>a&&r>i.right&&i.top>o&&h>i.bottom),l?(i.selected&&(i.$element.removeClass("ui-selected"),i.selected=!1),i.unselecting&&(i.$element.removeClass("ui-unselecting"),i.unselecting=!1),i.selecting||(i.$element.addClass("ui-selecting"),i.selecting=!0,s._trigger("selecting",t,{selecting:i.element}))):(i.selecting&&((t.metaKey||t.ctrlKey)&&i.startselected?(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.$element.addClass("ui-selected"),i.selected=!0):(i.$element.removeClass("ui-selecting"),i.selecting=!1,i.startselected&&(i.$element.addClass("ui-unselecting"),i.unselecting=!0),s._trigger("unselecting",t,{unselecting:i.element}))),i.selected&&(t.metaKey||t.ctrlKey||i.startselected||(i.$element.removeClass("ui-selected"),i.selected=!1,i.$element.addClass("ui-unselecting"),i.unselecting=!0,s._trigger("unselecting",t,{unselecting:i.element})))))}),!1}},_mouseStop:function(t){var i=this;return this.dragged=!1,e(".ui-unselecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-unselecting"),s.unselecting=!1,s.startselected=!1,i._trigger("unselected",t,{unselected:s.element})}),e(".ui-selecting",this.element[0]).each(function(){var s=e.data(this,"selectable-item");s.$element.removeClass("ui-selecting").addClass("ui-selected"),s.selecting=!1,s.selected=!0,s.startselected=!0,i._trigger("selected",t,{selected:s.element})}),this._trigger("stop",t),this.helper.remove(),!1}}),e.widget("ui.sortable",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"sort",ready:!1,options:{appendTo:"parent",axis:!1,connectWith:!1,containment:!1,cursor:"auto",cursorAt:!1,dropOnEmpty:!0,forcePlaceholderSize:!1,forceHelperSize:!1,grid:!1,handle:!1,helper:"original",items:"> *",opacity:!1,placeholder:!1,revert:!1,scroll:!0,scrollSensitivity:20,scrollSpeed:20,scope:"default",tolerance:"intersect",zIndex:1e3,activate:null,beforeStop:null,change:null,deactivate:null,out:null,over:null,receive:null,remove:null,sort:null,start:null,stop:null,update:null},_isOverAxis:function(e,t,i){return e>=t&&t+i>e},_isFloating:function(e){return/left|right/.test(e.css("float"))||/inline|table-cell/.test(e.css("display"))},_create:function(){this.containerCache={},this.element.addClass("ui-sortable"),this.refresh(),this.offset=this.element.offset(),this._mouseInit(),this._setHandleClassName(),this.ready=!0},_setOption:function(e,t){this._super(e,t),"handle"===e&&this._setHandleClassName()},_setHandleClassName:function(){this.element.find(".ui-sortable-handle").removeClass("ui-sortable-handle"),e.each(this.items,function(){(this.instance.options.handle?this.item.find(this.instance.options.handle):this.item).addClass("ui-sortable-handle")})},_destroy:function(){this.element.removeClass("ui-sortable ui-sortable-disabled").find(".ui-sortable-handle").removeClass("ui-sortable-handle"),this._mouseDestroy();for(var e=this.items.length-1;e>=0;e--)this.items[e].item.removeData(this.widgetName+"-item");return this},_mouseCapture:function(t,i){var s=null,n=!1,a=this;return this.reverting?!1:this.options.disabled||"static"===this.options.type?!1:(this._refreshItems(t),e(t.target).parents().each(function(){return e.data(this,a.widgetName+"-item")===a?(s=e(this),!1):void 0}),e.data(t.target,a.widgetName+"-item")===a&&(s=e(t.target)),s?!this.options.handle||i||(e(this.options.handle,s).find("*").addBack().each(function(){this===t.target&&(n=!0)}),n)?(this.currentItem=s,this._removeCurrentsFromItems(),!0):!1:!1)},_mouseStart:function(t,i,s){var n,a,o=this.options;if(this.currentContainer=this,this.refreshPositions(),this.helper=this._createHelper(t),this._cacheHelperProportions(),this._cacheMargins(),this.scrollParent=this.helper.scrollParent(),this.offset=this.currentItem.offset(),this.offset={top:this.offset.top-this.margins.top,left:this.offset.left-this.margins.left},e.extend(this.offset,{click:{left:t.pageX-this.offset.left,top:t.pageY-this.offset.top},parent:this._getParentOffset(),relative:this._getRelativeOffset()}),this.helper.css("position","absolute"),this.cssPosition=this.helper.css("position"),this.originalPosition=this._generatePosition(t),this.originalPageX=t.pageX,this.originalPageY=t.pageY,o.cursorAt&&this._adjustOffsetFromHelper(o.cursorAt),this.domPosition={prev:this.currentItem.prev()[0],parent:this.currentItem.parent()[0]},this.helper[0]!==this.currentItem[0]&&this.currentItem.hide(),this._createPlaceholder(),o.containment&&this._setContainment(),o.cursor&&"auto"!==o.cursor&&(a=this.document.find("body"),this.storedCursor=a.css("cursor"),a.css("cursor",o.cursor),this.storedStylesheet=e("<style>*{ cursor: "+o.cursor+" !important; }</style>").appendTo(a)),o.opacity&&(this.helper.css("opacity")&&(this._storedOpacity=this.helper.css("opacity")),this.helper.css("opacity",o.opacity)),o.zIndex&&(this.helper.css("zIndex")&&(this._storedZIndex=this.helper.css("zIndex")),this.helper.css("zIndex",o.zIndex)),this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName&&(this.overflowOffset=this.scrollParent.offset()),this._trigger("start",t,this._uiHash()),this._preserveHelperProportions||this._cacheHelperProportions(),!s)for(n=this.containers.length-1;n>=0;n--)this.containers[n]._trigger("activate",t,this._uiHash(this));return e.ui.ddmanager&&(e.ui.ddmanager.current=this),e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t),this.dragging=!0,this.helper.addClass("ui-sortable-helper"),this._mouseDrag(t),!0},_mouseDrag:function(t){var i,s,n,a,o=this.options,r=!1;for(this.position=this._generatePosition(t),this.positionAbs=this._convertPositionTo("absolute"),this.lastPositionAbs||(this.lastPositionAbs=this.positionAbs),this.options.scroll&&(this.scrollParent[0]!==this.document[0]&&"HTML"!==this.scrollParent[0].tagName?(this.overflowOffset.top+this.scrollParent[0].offsetHeight-t.pageY<o.scrollSensitivity?this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop+o.scrollSpeed:t.pageY-this.overflowOffset.top<o.scrollSensitivity&&(this.scrollParent[0].scrollTop=r=this.scrollParent[0].scrollTop-o.scrollSpeed),this.overflowOffset.left+this.scrollParent[0].offsetWidth-t.pageX<o.scrollSensitivity?this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft+o.scrollSpeed:t.pageX-this.overflowOffset.left<o.scrollSensitivity&&(this.scrollParent[0].scrollLeft=r=this.scrollParent[0].scrollLeft-o.scrollSpeed)):(t.pageY-this.document.scrollTop()<o.scrollSensitivity?r=this.document.scrollTop(this.document.scrollTop()-o.scrollSpeed):this.window.height()-(t.pageY-this.document.scrollTop())<o.scrollSensitivity&&(r=this.document.scrollTop(this.document.scrollTop()+o.scrollSpeed)),t.pageX-this.document.scrollLeft()<o.scrollSensitivity?r=this.document.scrollLeft(this.document.scrollLeft()-o.scrollSpeed):this.window.width()-(t.pageX-this.document.scrollLeft())<o.scrollSensitivity&&(r=this.document.scrollLeft(this.document.scrollLeft()+o.scrollSpeed))),r!==!1&&e.ui.ddmanager&&!o.dropBehaviour&&e.ui.ddmanager.prepareOffsets(this,t)),this.positionAbs=this._convertPositionTo("absolute"),this.options.axis&&"y"===this.options.axis||(this.helper[0].style.left=this.position.left+"px"),this.options.axis&&"x"===this.options.axis||(this.helper[0].style.top=this.position.top+"px"),i=this.items.length-1;i>=0;i--)if(s=this.items[i],n=s.item[0],a=this._intersectsWithPointer(s),a&&s.instance===this.currentContainer&&n!==this.currentItem[0]&&this.placeholder[1===a?"next":"prev"]()[0]!==n&&!e.contains(this.placeholder[0],n)&&("semi-dynamic"===this.options.type?!e.contains(this.element[0],n):!0)){if(this.direction=1===a?"down":"up","pointer"!==this.options.tolerance&&!this._intersectsWithSides(s))break;this._rearrange(t,s),this._trigger("change",t,this._uiHash());break}return this._contactContainers(t),e.ui.ddmanager&&e.ui.ddmanager.drag(this,t),this._trigger("sort",t,this._uiHash()),this.lastPositionAbs=this.positionAbs,!1},_mouseStop:function(t,i){if(t){if(e.ui.ddmanager&&!this.options.dropBehaviour&&e.ui.ddmanager.drop(this,t),this.options.revert){var s=this,n=this.placeholder.offset(),a=this.options.axis,o={};a&&"x"!==a||(o.left=n.left-this.offset.parent.left-this.margins.left+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollLeft)),a&&"y"!==a||(o.top=n.top-this.offset.parent.top-this.margins.top+(this.offsetParent[0]===this.document[0].body?0:this.offsetParent[0].scrollTop)),this.reverting=!0,e(this.helper).animate(o,parseInt(this.options.revert,10)||500,function(){s._clear(t)})}else this._clear(t,i);return!1}},cancel:function(){if(this.dragging){this._mouseUp({target:null}),"original"===this.options.helper?this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper"):this.currentItem.show();for(var t=this.containers.length-1;t>=0;t--)this.containers[t]._trigger("deactivate",null,this._uiHash(this)),this.containers[t].containerCache.over&&(this.containers[t]._trigger("out",null,this._uiHash(this)),this.containers[t].containerCache.over=0)}return this.placeholder&&(this.placeholder[0].parentNode&&this.placeholder[0].parentNode.removeChild(this.placeholder[0]),"original"!==this.options.helper&&this.helper&&this.helper[0].parentNode&&this.helper.remove(),e.extend(this,{helper:null,dragging:!1,reverting:!1,_noFinalSort:null}),this.domPosition.prev?e(this.domPosition.prev).after(this.currentItem):e(this.domPosition.parent).prepend(this.currentItem)),this},serialize:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},e(i).each(function(){var i=(e(t.item||this).attr(t.attribute||"id")||"").match(t.expression||/(.+)[\-=_](.+)/);i&&s.push((t.key||i[1]+"[]")+"="+(t.key&&t.expression?i[1]:i[2]))}),!s.length&&t.key&&s.push(t.key+"="),s.join("&")},toArray:function(t){var i=this._getItemsAsjQuery(t&&t.connected),s=[];return t=t||{},i.each(function(){s.push(e(t.item||this).attr(t.attribute||"id")||"")}),s},_intersectsWith:function(e){var t=this.positionAbs.left,i=t+this.helperProportions.width,s=this.positionAbs.top,n=s+this.helperProportions.height,a=e.left,o=a+e.width,r=e.top,h=r+e.height,l=this.offset.click.top,u=this.offset.click.left,d="x"===this.options.axis||s+l>r&&h>s+l,c="y"===this.options.axis||t+u>a&&o>t+u,p=d&&c;return"pointer"===this.options.tolerance||this.options.forcePointerForContainers||"pointer"!==this.options.tolerance&&this.helperProportions[this.floating?"width":"height"]>e[this.floating?"width":"height"]?p:t+this.helperProportions.width/2>a&&o>i-this.helperProportions.width/2&&s+this.helperProportions.height/2>r&&h>n-this.helperProportions.height/2},_intersectsWithPointer:function(e){var t="x"===this.options.axis||this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top,e.height),i="y"===this.options.axis||this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left,e.width),s=t&&i,n=this._getDragVerticalDirection(),a=this._getDragHorizontalDirection();return s?this.floating?a&&"right"===a||"down"===n?2:1:n&&("down"===n?2:1):!1},_intersectsWithSides:function(e){var t=this._isOverAxis(this.positionAbs.top+this.offset.click.top,e.top+e.height/2,e.height),i=this._isOverAxis(this.positionAbs.left+this.offset.click.left,e.left+e.width/2,e.width),s=this._getDragVerticalDirection(),n=this._getDragHorizontalDirection();return this.floating&&n?"right"===n&&i||"left"===n&&!i:s&&("down"===s&&t||"up"===s&&!t)},_getDragVerticalDirection:function(){var e=this.positionAbs.top-this.lastPositionAbs.top;return 0!==e&&(e>0?"down":"up")},_getDragHorizontalDirection:function(){var e=this.positionAbs.left-this.lastPositionAbs.left;return 0!==e&&(e>0?"right":"left")},refresh:function(e){return this._refreshItems(e),this._setHandleClassName(),this.refreshPositions(),this},_connectWith:function(){var e=this.options;return e.connectWith.constructor===String?[e.connectWith]:e.connectWith},_getItemsAsjQuery:function(t){function i(){r.push(this)}var s,n,a,o,r=[],h=[],l=this._connectWith();if(l&&t)for(s=l.length-1;s>=0;s--)for(a=e(l[s],this.document[0]),n=a.length-1;n>=0;n--)o=e.data(a[n],this.widgetFullName),o&&o!==this&&!o.options.disabled&&h.push([e.isFunction(o.options.items)?o.options.items.call(o.element):e(o.options.items,o.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),o]);for(h.push([e.isFunction(this.options.items)?this.options.items.call(this.element,null,{options:this.options,item:this.currentItem}):e(this.options.items,this.element).not(".ui-sortable-helper").not(".ui-sortable-placeholder"),this]),s=h.length-1;s>=0;s--)h[s][0].each(i);return e(r)},_removeCurrentsFromItems:function(){var t=this.currentItem.find(":data("+this.widgetName+"-item)");this.items=e.grep(this.items,function(e){for(var i=0;t.length>i;i++)if(t[i]===e.item[0])return!1;return!0})},_refreshItems:function(t){this.items=[],this.containers=[this];var i,s,n,a,o,r,h,l,u=this.items,d=[[e.isFunction(this.options.items)?this.options.items.call(this.element[0],t,{item:this.currentItem}):e(this.options.items,this.element),this]],c=this._connectWith();if(c&&this.ready)for(i=c.length-1;i>=0;i--)for(n=e(c[i],this.document[0]),s=n.length-1;s>=0;s--)a=e.data(n[s],this.widgetFullName),a&&a!==this&&!a.options.disabled&&(d.push([e.isFunction(a.options.items)?a.options.items.call(a.element[0],t,{item:this.currentItem}):e(a.options.items,a.element),a]),this.containers.push(a));for(i=d.length-1;i>=0;i--)for(o=d[i][1],r=d[i][0],s=0,l=r.length;l>s;s++)h=e(r[s]),h.data(this.widgetName+"-item",o),u.push({item:h,instance:o,width:0,height:0,left:0,top:0})},refreshPositions:function(t){this.floating=this.items.length?"x"===this.options.axis||this._isFloating(this.items[0].item):!1,this.offsetParent&&this.helper&&(this.offset.parent=this._getParentOffset());var i,s,n,a;for(i=this.items.length-1;i>=0;i--)s=this.items[i],s.instance!==this.currentContainer&&this.currentContainer&&s.item[0]!==this.currentItem[0]||(n=this.options.toleranceElement?e(this.options.toleranceElement,s.item):s.item,t||(s.width=n.outerWidth(),s.height=n.outerHeight()),a=n.offset(),s.left=a.left,s.top=a.top);if(this.options.custom&&this.options.custom.refreshContainers)this.options.custom.refreshContainers.call(this);else for(i=this.containers.length-1;i>=0;i--)a=this.containers[i].element.offset(),this.containers[i].containerCache.left=a.left,this.containers[i].containerCache.top=a.top,this.containers[i].containerCache.width=this.containers[i].element.outerWidth(),this.containers[i].containerCache.height=this.containers[i].element.outerHeight();return this},_createPlaceholder:function(t){t=t||this;var i,s=t.options;s.placeholder&&s.placeholder.constructor!==String||(i=s.placeholder,s.placeholder={element:function(){var s=t.currentItem[0].nodeName.toLowerCase(),n=e("<"+s+">",t.document[0]).addClass(i||t.currentItem[0].className+" ui-sortable-placeholder").removeClass("ui-sortable-helper");return"tbody"===s?t._createTrPlaceholder(t.currentItem.find("tr").eq(0),e("<tr>",t.document[0]).appendTo(n)):"tr"===s?t._createTrPlaceholder(t.currentItem,n):"img"===s&&n.attr("src",t.currentItem.attr("src")),i||n.css("visibility","hidden"),n},update:function(e,n){(!i||s.forcePlaceholderSize)&&(n.height()||n.height(t.currentItem.innerHeight()-parseInt(t.currentItem.css("paddingTop")||0,10)-parseInt(t.currentItem.css("paddingBottom")||0,10)),n.width()||n.width(t.currentItem.innerWidth()-parseInt(t.currentItem.css("paddingLeft")||0,10)-parseInt(t.currentItem.css("paddingRight")||0,10)))}}),t.placeholder=e(s.placeholder.element.call(t.element,t.currentItem)),t.currentItem.after(t.placeholder),s.placeholder.update(t,t.placeholder)},_createTrPlaceholder:function(t,i){var s=this;t.children().each(function(){e("<td> </td>",s.document[0]).attr("colspan",e(this).attr("colspan")||1).appendTo(i)})},_contactContainers:function(t){var i,s,n,a,o,r,h,l,u,d,c=null,p=null;for(i=this.containers.length-1;i>=0;i--)if(!e.contains(this.currentItem[0],this.containers[i].element[0]))if(this._intersectsWith(this.containers[i].containerCache)){if(c&&e.contains(this.containers[i].element[0],c.element[0]))continue;c=this.containers[i],p=i}else this.containers[i].containerCache.over&&(this.containers[i]._trigger("out",t,this._uiHash(this)),this.containers[i].containerCache.over=0);if(c)if(1===this.containers.length)this.containers[p].containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1);else{for(n=1e4,a=null,u=c.floating||this._isFloating(this.currentItem),o=u?"left":"top",r=u?"width":"height",d=u?"clientX":"clientY",s=this.items.length-1;s>=0;s--)e.contains(this.containers[p].element[0],this.items[s].item[0])&&this.items[s].item[0]!==this.currentItem[0]&&(h=this.items[s].item.offset()[o],l=!1,t[d]-h>this.items[s][r]/2&&(l=!0),n>Math.abs(t[d]-h)&&(n=Math.abs(t[d]-h),a=this.items[s],this.direction=l?"up":"down"));if(!a&&!this.options.dropOnEmpty)return;if(this.currentContainer===this.containers[p])return this.currentContainer.containerCache.over||(this.containers[p]._trigger("over",t,this._uiHash()),this.currentContainer.containerCache.over=1),void 0;a?this._rearrange(t,a,null,!0):this._rearrange(t,null,this.containers[p].element,!0),this._trigger("change",t,this._uiHash()),this.containers[p]._trigger("change",t,this._uiHash(this)),this.currentContainer=this.containers[p],this.options.placeholder.update(this.currentContainer,this.placeholder),this.containers[p]._trigger("over",t,this._uiHash(this)),this.containers[p].containerCache.over=1}},_createHelper:function(t){var i=this.options,s=e.isFunction(i.helper)?e(i.helper.apply(this.element[0],[t,this.currentItem])):"clone"===i.helper?this.currentItem.clone():this.currentItem;return s.parents("body").length||e("parent"!==i.appendTo?i.appendTo:this.currentItem[0].parentNode)[0].appendChild(s[0]),s[0]===this.currentItem[0]&&(this._storedCSS={width:this.currentItem[0].style.width,height:this.currentItem[0].style.height,position:this.currentItem.css("position"),top:this.currentItem.css("top"),left:this.currentItem.css("left")}),(!s[0].style.width||i.forceHelperSize)&&s.width(this.currentItem.width()),(!s[0].style.height||i.forceHelperSize)&&s.height(this.currentItem.height()),s},_adjustOffsetFromHelper:function(t){"string"==typeof t&&(t=t.split(" ")),e.isArray(t)&&(t={left:+t[0],top:+t[1]||0}),"left"in t&&(this.offset.click.left=t.left+this.margins.left),"right"in t&&(this.offset.click.left=this.helperProportions.width-t.right+this.margins.left),"top"in t&&(this.offset.click.top=t.top+this.margins.top),"bottom"in t&&(this.offset.click.top=this.helperProportions.height-t.bottom+this.margins.top)},_getParentOffset:function(){this.offsetParent=this.helper.offsetParent();var t=this.offsetParent.offset();return"absolute"===this.cssPosition&&this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])&&(t.left+=this.scrollParent.scrollLeft(),t.top+=this.scrollParent.scrollTop()),(this.offsetParent[0]===this.document[0].body||this.offsetParent[0].tagName&&"html"===this.offsetParent[0].tagName.toLowerCase()&&e.ui.ie)&&(t={top:0,left:0}),{top:t.top+(parseInt(this.offsetParent.css("borderTopWidth"),10)||0),left:t.left+(parseInt(this.offsetParent.css("borderLeftWidth"),10)||0)}},_getRelativeOffset:function(){if("relative"===this.cssPosition){var e=this.currentItem.position();return{top:e.top-(parseInt(this.helper.css("top"),10)||0)+this.scrollParent.scrollTop(),left:e.left-(parseInt(this.helper.css("left"),10)||0)+this.scrollParent.scrollLeft()}}return{top:0,left:0}},_cacheMargins:function(){this.margins={left:parseInt(this.currentItem.css("marginLeft"),10)||0,top:parseInt(this.currentItem.css("marginTop"),10)||0}},_cacheHelperProportions:function(){this.helperProportions={width:this.helper.outerWidth(),height:this.helper.outerHeight()}},_setContainment:function(){var t,i,s,n=this.options;"parent"===n.containment&&(n.containment=this.helper[0].parentNode),("document"===n.containment||"window"===n.containment)&&(this.containment=[0-this.offset.relative.left-this.offset.parent.left,0-this.offset.relative.top-this.offset.parent.top,"document"===n.containment?this.document.width():this.window.width()-this.helperProportions.width-this.margins.left,("document"===n.containment?this.document.width():this.window.height()||this.document[0].body.parentNode.scrollHeight)-this.helperProportions.height-this.margins.top]),/^(document|window|parent)$/.test(n.containment)||(t=e(n.containment)[0],i=e(n.containment).offset(),s="hidden"!==e(t).css("overflow"),this.containment=[i.left+(parseInt(e(t).css("borderLeftWidth"),10)||0)+(parseInt(e(t).css("paddingLeft"),10)||0)-this.margins.left,i.top+(parseInt(e(t).css("borderTopWidth"),10)||0)+(parseInt(e(t).css("paddingTop"),10)||0)-this.margins.top,i.left+(s?Math.max(t.scrollWidth,t.offsetWidth):t.offsetWidth)-(parseInt(e(t).css("borderLeftWidth"),10)||0)-(parseInt(e(t).css("paddingRight"),10)||0)-this.helperProportions.width-this.margins.left,i.top+(s?Math.max(t.scrollHeight,t.offsetHeight):t.offsetHeight)-(parseInt(e(t).css("borderTopWidth"),10)||0)-(parseInt(e(t).css("paddingBottom"),10)||0)-this.helperProportions.height-this.margins.top])},_convertPositionTo:function(t,i){i||(i=this.position);var s="absolute"===t?1:-1,n="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,a=/(html|body)/i.test(n[0].tagName);return{top:i.top+this.offset.relative.top*s+this.offset.parent.top*s-("fixed"===this.cssPosition?-this.scrollParent.scrollTop():a?0:n.scrollTop())*s,left:i.left+this.offset.relative.left*s+this.offset.parent.left*s-("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():a?0:n.scrollLeft())*s}},_generatePosition:function(t){var i,s,n=this.options,a=t.pageX,o=t.pageY,r="absolute"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&e.contains(this.scrollParent[0],this.offsetParent[0])?this.scrollParent:this.offsetParent,h=/(html|body)/i.test(r[0].tagName);return"relative"!==this.cssPosition||this.scrollParent[0]!==this.document[0]&&this.scrollParent[0]!==this.offsetParent[0]||(this.offset.relative=this._getRelativeOffset()),this.originalPosition&&(this.containment&&(t.pageX-this.offset.click.left<this.containment[0]&&(a=this.containment[0]+this.offset.click.left),t.pageY-this.offset.click.top<this.containment[1]&&(o=this.containment[1]+this.offset.click.top),t.pageX-this.offset.click.left>this.containment[2]&&(a=this.containment[2]+this.offset.click.left),t.pageY-this.offset.click.top>this.containment[3]&&(o=this.containment[3]+this.offset.click.top)),n.grid&&(i=this.originalPageY+Math.round((o-this.originalPageY)/n.grid[1])*n.grid[1],o=this.containment?i-this.offset.click.top>=this.containment[1]&&i-this.offset.click.top<=this.containment[3]?i:i-this.offset.click.top>=this.containment[1]?i-n.grid[1]:i+n.grid[1]:i,s=this.originalPageX+Math.round((a-this.originalPageX)/n.grid[0])*n.grid[0],a=this.containment?s-this.offset.click.left>=this.containment[0]&&s-this.offset.click.left<=this.containment[2]?s:s-this.offset.click.left>=this.containment[0]?s-n.grid[0]:s+n.grid[0]:s)),{top:o-this.offset.click.top-this.offset.relative.top-this.offset.parent.top+("fixed"===this.cssPosition?-this.scrollParent.scrollTop():h?0:r.scrollTop()),left:a-this.offset.click.left-this.offset.relative.left-this.offset.parent.left+("fixed"===this.cssPosition?-this.scrollParent.scrollLeft():h?0:r.scrollLeft())}},_rearrange:function(e,t,i,s){i?i[0].appendChild(this.placeholder[0]):t.item[0].parentNode.insertBefore(this.placeholder[0],"down"===this.direction?t.item[0]:t.item[0].nextSibling),this.counter=this.counter?++this.counter:1;var n=this.counter;this._delay(function(){n===this.counter&&this.refreshPositions(!s)})},_clear:function(e,t){function i(e,t,i){return function(s){i._trigger(e,s,t._uiHash(t))}}this.reverting=!1;var s,n=[];if(!this._noFinalSort&&this.currentItem.parent().length&&this.placeholder.before(this.currentItem),this._noFinalSort=null,this.helper[0]===this.currentItem[0]){for(s in this._storedCSS)("auto"===this._storedCSS[s]||"static"===this._storedCSS[s])&&(this._storedCSS[s]="");this.currentItem.css(this._storedCSS).removeClass("ui-sortable-helper")}else this.currentItem.show();for(this.fromOutside&&!t&&n.push(function(e){this._trigger("receive",e,this._uiHash(this.fromOutside))}),!this.fromOutside&&this.domPosition.prev===this.currentItem.prev().not(".ui-sortable-helper")[0]&&this.domPosition.parent===this.currentItem.parent()[0]||t||n.push(function(e){this._trigger("update",e,this._uiHash())}),this!==this.currentContainer&&(t||(n.push(function(e){this._trigger("remove",e,this._uiHash())}),n.push(function(e){return function(t){e._trigger("receive",t,this._uiHash(this))}}.call(this,this.currentContainer)),n.push(function(e){return function(t){e._trigger("update",t,this._uiHash(this))}}.call(this,this.currentContainer)))),s=this.containers.length-1;s>=0;s--)t||n.push(i("deactivate",this,this.containers[s])),this.containers[s].containerCache.over&&(n.push(i("out",this,this.containers[s])),this.containers[s].containerCache.over=0);if(this.storedCursor&&(this.document.find("body").css("cursor",this.storedCursor),this.storedStylesheet.remove()),this._storedOpacity&&this.helper.css("opacity",this._storedOpacity),this._storedZIndex&&this.helper.css("zIndex","auto"===this._storedZIndex?"":this._storedZIndex),this.dragging=!1,t||this._trigger("beforeStop",e,this._uiHash()),this.placeholder[0].parentNode.removeChild(this.placeholder[0]),this.cancelHelperRemoval||(this.helper[0]!==this.currentItem[0]&&this.helper.remove(),this.helper=null),!t){for(s=0;n.length>s;s++)n[s].call(this,e);this._trigger("stop",e,this._uiHash())}return this.fromOutside=!1,!this.cancelHelperRemoval},_trigger:function(){e.Widget.prototype._trigger.apply(this,arguments)===!1&&this.cancel()},_uiHash:function(t){var i=t||this;return{helper:i.helper,placeholder:i.placeholder||e([]),position:i.position,originalPosition:i.originalPosition,offset:i.positionAbs,item:i.currentItem,sender:t?t.element:null}}}),e.widget("ui.accordion",{version:"1.11.4",options:{active:0,animate:{},collapsible:!1,event:"click",header:"> li > :first-child,> :not(li):even",heightStyle:"auto",icons:{activeHeader:"ui-icon-triangle-1-s",header:"ui-icon-triangle-1-e"},activate:null,beforeActivate:null},hideProps:{borderTopWidth:"hide",borderBottomWidth:"hide",paddingTop:"hide",paddingBottom:"hide",height:"hide"},showProps:{borderTopWidth:"show",borderBottomWidth:"show",paddingTop:"show",paddingBottom:"show",height:"show"},_create:function(){var t=this.options;this.prevShow=this.prevHide=e(),this.element.addClass("ui-accordion ui-widget ui-helper-reset").attr("role","tablist"),t.collapsible||t.active!==!1&&null!=t.active||(t.active=0),this._processPanels(),0>t.active&&(t.active+=this.headers.length),this._refresh()},_getCreateEventData:function(){return{header:this.active,panel:this.active.length?this.active.next():e()}},_createIcons:function(){var t=this.options.icons;t&&(e("<span>").addClass("ui-accordion-header-icon ui-icon "+t.header).prependTo(this.headers),this.active.children(".ui-accordion-header-icon").removeClass(t.header).addClass(t.activeHeader),this.headers.addClass("ui-accordion-icons"))},_destroyIcons:function(){this.headers.removeClass("ui-accordion-icons").children(".ui-accordion-header-icon").remove()},_destroy:function(){var e;this.element.removeClass("ui-accordion ui-widget ui-helper-reset").removeAttr("role"),this.headers.removeClass("ui-accordion-header ui-accordion-header-active ui-state-default ui-corner-all ui-state-active ui-state-disabled ui-corner-top").removeAttr("role").removeAttr("aria-expanded").removeAttr("aria-selected").removeAttr("aria-controls").removeAttr("tabIndex").removeUniqueId(),this._destroyIcons(),e=this.headers.next().removeClass("ui-helper-reset ui-widget-content ui-corner-bottom ui-accordion-content ui-accordion-content-active ui-state-disabled").css("display","").removeAttr("role").removeAttr("aria-hidden").removeAttr("aria-labelledby").removeUniqueId(),"content"!==this.options.heightStyle&&e.css("height","")},_setOption:function(e,t){return"active"===e?(this._activate(t),void 0):("event"===e&&(this.options.event&&this._off(this.headers,this.options.event),this._setupEvents(t)),this._super(e,t),"collapsible"!==e||t||this.options.active!==!1||this._activate(0),"icons"===e&&(this._destroyIcons(),t&&this._createIcons()),"disabled"===e&&(this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this.headers.add(this.headers.next()).toggleClass("ui-state-disabled",!!t)),void 0)},_keydown:function(t){if(!t.altKey&&!t.ctrlKey){var i=e.ui.keyCode,s=this.headers.length,n=this.headers.index(t.target),a=!1;switch(t.keyCode){case i.RIGHT:case i.DOWN:a=this.headers[(n+1)%s];break;case i.LEFT:case i.UP:a=this.headers[(n-1+s)%s];break;case i.SPACE:case i.ENTER:this._eventHandler(t);break;case i.HOME:a=this.headers[0];break;case i.END:a=this.headers[s-1]}a&&(e(t.target).attr("tabIndex",-1),e(a).attr("tabIndex",0),a.focus(),t.preventDefault())}},_panelKeyDown:function(t){t.keyCode===e.ui.keyCode.UP&&t.ctrlKey&&e(t.currentTarget).prev().focus()},refresh:function(){var t=this.options;this._processPanels(),t.active===!1&&t.collapsible===!0||!this.headers.length?(t.active=!1,this.active=e()):t.active===!1?this._activate(0):this.active.length&&!e.contains(this.element[0],this.active[0])?this.headers.length===this.headers.find(".ui-state-disabled").length?(t.active=!1,this.active=e()):this._activate(Math.max(0,t.active-1)):t.active=this.headers.index(this.active),this._destroyIcons(),this._refresh()},_processPanels:function(){var e=this.headers,t=this.panels;this.headers=this.element.find(this.options.header).addClass("ui-accordion-header ui-state-default ui-corner-all"),this.panels=this.headers.next().addClass("ui-accordion-content ui-helper-reset ui-widget-content ui-corner-bottom").filter(":not(.ui-accordion-content-active)").hide(),t&&(this._off(e.not(this.headers)),this._off(t.not(this.panels)))},_refresh:function(){var t,i=this.options,s=i.heightStyle,n=this.element.parent();this.active=this._findActive(i.active).addClass("ui-accordion-header-active ui-state-active ui-corner-top").removeClass("ui-corner-all"),this.active.next().addClass("ui-accordion-content-active").show(),this.headers.attr("role","tab").each(function(){var t=e(this),i=t.uniqueId().attr("id"),s=t.next(),n=s.uniqueId().attr("id");t.attr("aria-controls",n),s.attr("aria-labelledby",i)}).next().attr("role","tabpanel"),this.headers.not(this.active).attr({"aria-selected":"false","aria-expanded":"false",tabIndex:-1}).next().attr({"aria-hidden":"true"}).hide(),this.active.length?this.active.attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0}).next().attr({"aria-hidden":"false"}):this.headers.eq(0).attr("tabIndex",0),this._createIcons(),this._setupEvents(i.event),"fill"===s?(t=n.height(),this.element.siblings(":visible").each(function(){var i=e(this),s=i.css("position");"absolute"!==s&&"fixed"!==s&&(t-=i.outerHeight(!0))}),this.headers.each(function(){t-=e(this).outerHeight(!0)}),this.headers.next().each(function(){e(this).height(Math.max(0,t-e(this).innerHeight()+e(this).height()))}).css("overflow","auto")):"auto"===s&&(t=0,this.headers.next().each(function(){t=Math.max(t,e(this).css("height","").height())}).height(t))},_activate:function(t){var i=this._findActive(t)[0];i!==this.active[0]&&(i=i||this.active[0],this._eventHandler({target:i,currentTarget:i,preventDefault:e.noop}))},_findActive:function(t){return"number"==typeof t?this.headers.eq(t):e()},_setupEvents:function(t){var i={keydown:"_keydown"};t&&e.each(t.split(" "),function(e,t){i[t]="_eventHandler"}),this._off(this.headers.add(this.headers.next())),this._on(this.headers,i),this._on(this.headers.next(),{keydown:"_panelKeyDown"}),this._hoverable(this.headers),this._focusable(this.headers)},_eventHandler:function(t){var i=this.options,s=this.active,n=e(t.currentTarget),a=n[0]===s[0],o=a&&i.collapsible,r=o?e():n.next(),h=s.next(),l={oldHeader:s,oldPanel:h,newHeader:o?e():n,newPanel:r};
+t.preventDefault(),a&&!i.collapsible||this._trigger("beforeActivate",t,l)===!1||(i.active=o?!1:this.headers.index(n),this.active=a?e():n,this._toggle(l),s.removeClass("ui-accordion-header-active ui-state-active"),i.icons&&s.children(".ui-accordion-header-icon").removeClass(i.icons.activeHeader).addClass(i.icons.header),a||(n.removeClass("ui-corner-all").addClass("ui-accordion-header-active ui-state-active ui-corner-top"),i.icons&&n.children(".ui-accordion-header-icon").removeClass(i.icons.header).addClass(i.icons.activeHeader),n.next().addClass("ui-accordion-content-active")))},_toggle:function(t){var i=t.newPanel,s=this.prevShow.length?this.prevShow:t.oldPanel;this.prevShow.add(this.prevHide).stop(!0,!0),this.prevShow=i,this.prevHide=s,this.options.animate?this._animate(i,s,t):(s.hide(),i.show(),this._toggleComplete(t)),s.attr({"aria-hidden":"true"}),s.prev().attr({"aria-selected":"false","aria-expanded":"false"}),i.length&&s.length?s.prev().attr({tabIndex:-1,"aria-expanded":"false"}):i.length&&this.headers.filter(function(){return 0===parseInt(e(this).attr("tabIndex"),10)}).attr("tabIndex",-1),i.attr("aria-hidden","false").prev().attr({"aria-selected":"true","aria-expanded":"true",tabIndex:0})},_animate:function(e,t,i){var s,n,a,o=this,r=0,h=e.css("box-sizing"),l=e.length&&(!t.length||e.index()<t.index()),u=this.options.animate||{},d=l&&u.down||u,c=function(){o._toggleComplete(i)};return"number"==typeof d&&(a=d),"string"==typeof d&&(n=d),n=n||d.easing||u.easing,a=a||d.duration||u.duration,t.length?e.length?(s=e.show().outerHeight(),t.animate(this.hideProps,{duration:a,easing:n,step:function(e,t){t.now=Math.round(e)}}),e.hide().animate(this.showProps,{duration:a,easing:n,complete:c,step:function(e,i){i.now=Math.round(e),"height"!==i.prop?"content-box"===h&&(r+=i.now):"content"!==o.options.heightStyle&&(i.now=Math.round(s-t.outerHeight()-r),r=0)}}),void 0):t.animate(this.hideProps,a,n,c):e.animate(this.showProps,a,n,c)},_toggleComplete:function(e){var t=e.oldPanel;t.removeClass("ui-accordion-content-active").prev().removeClass("ui-corner-top").addClass("ui-corner-all"),t.length&&(t.parent()[0].className=t.parent()[0].className),this._trigger("activate",null,e)}}),e.widget("ui.menu",{version:"1.11.4",defaultElement:"<ul>",delay:300,options:{icons:{submenu:"ui-icon-carat-1-e"},items:"> *",menus:"ul",position:{my:"left-1 top",at:"right top"},role:"menu",blur:null,focus:null,select:null},_create:function(){this.activeMenu=this.element,this.mouseHandled=!1,this.element.uniqueId().addClass("ui-menu ui-widget ui-widget-content").toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length).attr({role:this.options.role,tabIndex:0}),this.options.disabled&&this.element.addClass("ui-state-disabled").attr("aria-disabled","true"),this._on({"mousedown .ui-menu-item":function(e){e.preventDefault()},"click .ui-menu-item":function(t){var i=e(t.target);!this.mouseHandled&&i.not(".ui-state-disabled").length&&(this.select(t),t.isPropagationStopped()||(this.mouseHandled=!0),i.has(".ui-menu").length?this.expand(t):!this.element.is(":focus")&&e(this.document[0].activeElement).closest(".ui-menu").length&&(this.element.trigger("focus",[!0]),this.active&&1===this.active.parents(".ui-menu").length&&clearTimeout(this.timer)))},"mouseenter .ui-menu-item":function(t){if(!this.previousFilter){var i=e(t.currentTarget);i.siblings(".ui-state-active").removeClass("ui-state-active"),this.focus(t,i)}},mouseleave:"collapseAll","mouseleave .ui-menu":"collapseAll",focus:function(e,t){var i=this.active||this.element.find(this.options.items).eq(0);t||this.focus(e,i)},blur:function(t){this._delay(function(){e.contains(this.element[0],this.document[0].activeElement)||this.collapseAll(t)})},keydown:"_keydown"}),this.refresh(),this._on(this.document,{click:function(e){this._closeOnDocumentClick(e)&&this.collapseAll(e),this.mouseHandled=!1}})},_destroy:function(){this.element.removeAttr("aria-activedescendant").find(".ui-menu").addBack().removeClass("ui-menu ui-widget ui-widget-content ui-menu-icons ui-front").removeAttr("role").removeAttr("tabIndex").removeAttr("aria-labelledby").removeAttr("aria-expanded").removeAttr("aria-hidden").removeAttr("aria-disabled").removeUniqueId().show(),this.element.find(".ui-menu-item").removeClass("ui-menu-item").removeAttr("role").removeAttr("aria-disabled").removeUniqueId().removeClass("ui-state-hover").removeAttr("tabIndex").removeAttr("role").removeAttr("aria-haspopup").children().each(function(){var t=e(this);t.data("ui-menu-submenu-carat")&&t.remove()}),this.element.find(".ui-menu-divider").removeClass("ui-menu-divider ui-widget-content")},_keydown:function(t){var i,s,n,a,o=!0;switch(t.keyCode){case e.ui.keyCode.PAGE_UP:this.previousPage(t);break;case e.ui.keyCode.PAGE_DOWN:this.nextPage(t);break;case e.ui.keyCode.HOME:this._move("first","first",t);break;case e.ui.keyCode.END:this._move("last","last",t);break;case e.ui.keyCode.UP:this.previous(t);break;case e.ui.keyCode.DOWN:this.next(t);break;case e.ui.keyCode.LEFT:this.collapse(t);break;case e.ui.keyCode.RIGHT:this.active&&!this.active.is(".ui-state-disabled")&&this.expand(t);break;case e.ui.keyCode.ENTER:case e.ui.keyCode.SPACE:this._activate(t);break;case e.ui.keyCode.ESCAPE:this.collapse(t);break;default:o=!1,s=this.previousFilter||"",n=String.fromCharCode(t.keyCode),a=!1,clearTimeout(this.filterTimer),n===s?a=!0:n=s+n,i=this._filterMenuItems(n),i=a&&-1!==i.index(this.active.next())?this.active.nextAll(".ui-menu-item"):i,i.length||(n=String.fromCharCode(t.keyCode),i=this._filterMenuItems(n)),i.length?(this.focus(t,i),this.previousFilter=n,this.filterTimer=this._delay(function(){delete this.previousFilter},1e3)):delete this.previousFilter}o&&t.preventDefault()},_activate:function(e){this.active.is(".ui-state-disabled")||(this.active.is("[aria-haspopup='true']")?this.expand(e):this.select(e))},refresh:function(){var t,i,s=this,n=this.options.icons.submenu,a=this.element.find(this.options.menus);this.element.toggleClass("ui-menu-icons",!!this.element.find(".ui-icon").length),a.filter(":not(.ui-menu)").addClass("ui-menu ui-widget ui-widget-content ui-front").hide().attr({role:this.options.role,"aria-hidden":"true","aria-expanded":"false"}).each(function(){var t=e(this),i=t.parent(),s=e("<span>").addClass("ui-menu-icon ui-icon "+n).data("ui-menu-submenu-carat",!0);i.attr("aria-haspopup","true").prepend(s),t.attr("aria-labelledby",i.attr("id"))}),t=a.add(this.element),i=t.find(this.options.items),i.not(".ui-menu-item").each(function(){var t=e(this);s._isDivider(t)&&t.addClass("ui-widget-content ui-menu-divider")}),i.not(".ui-menu-item, .ui-menu-divider").addClass("ui-menu-item").uniqueId().attr({tabIndex:-1,role:this._itemRole()}),i.filter(".ui-state-disabled").attr("aria-disabled","true"),this.active&&!e.contains(this.element[0],this.active[0])&&this.blur()},_itemRole:function(){return{menu:"menuitem",listbox:"option"}[this.options.role]},_setOption:function(e,t){"icons"===e&&this.element.find(".ui-menu-icon").removeClass(this.options.icons.submenu).addClass(t.submenu),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},focus:function(e,t){var i,s;this.blur(e,e&&"focus"===e.type),this._scrollIntoView(t),this.active=t.first(),s=this.active.addClass("ui-state-focus").removeClass("ui-state-active"),this.options.role&&this.element.attr("aria-activedescendant",s.attr("id")),this.active.parent().closest(".ui-menu-item").addClass("ui-state-active"),e&&"keydown"===e.type?this._close():this.timer=this._delay(function(){this._close()},this.delay),i=t.children(".ui-menu"),i.length&&e&&/^mouse/.test(e.type)&&this._startOpening(i),this.activeMenu=t.parent(),this._trigger("focus",e,{item:t})},_scrollIntoView:function(t){var i,s,n,a,o,r;this._hasScroll()&&(i=parseFloat(e.css(this.activeMenu[0],"borderTopWidth"))||0,s=parseFloat(e.css(this.activeMenu[0],"paddingTop"))||0,n=t.offset().top-this.activeMenu.offset().top-i-s,a=this.activeMenu.scrollTop(),o=this.activeMenu.height(),r=t.outerHeight(),0>n?this.activeMenu.scrollTop(a+n):n+r>o&&this.activeMenu.scrollTop(a+n-o+r))},blur:function(e,t){t||clearTimeout(this.timer),this.active&&(this.active.removeClass("ui-state-focus"),this.active=null,this._trigger("blur",e,{item:this.active}))},_startOpening:function(e){clearTimeout(this.timer),"true"===e.attr("aria-hidden")&&(this.timer=this._delay(function(){this._close(),this._open(e)},this.delay))},_open:function(t){var i=e.extend({of:this.active},this.options.position);clearTimeout(this.timer),this.element.find(".ui-menu").not(t.parents(".ui-menu")).hide().attr("aria-hidden","true"),t.show().removeAttr("aria-hidden").attr("aria-expanded","true").position(i)},collapseAll:function(t,i){clearTimeout(this.timer),this.timer=this._delay(function(){var s=i?this.element:e(t&&t.target).closest(this.element.find(".ui-menu"));s.length||(s=this.element),this._close(s),this.blur(t),this.activeMenu=s},this.delay)},_close:function(e){e||(e=this.active?this.active.parent():this.element),e.find(".ui-menu").hide().attr("aria-hidden","true").attr("aria-expanded","false").end().find(".ui-state-active").not(".ui-state-focus").removeClass("ui-state-active")},_closeOnDocumentClick:function(t){return!e(t.target).closest(".ui-menu").length},_isDivider:function(e){return!/[^\-\u2014\u2013\s]/.test(e.text())},collapse:function(e){var t=this.active&&this.active.parent().closest(".ui-menu-item",this.element);t&&t.length&&(this._close(),this.focus(e,t))},expand:function(e){var t=this.active&&this.active.children(".ui-menu ").find(this.options.items).first();t&&t.length&&(this._open(t.parent()),this._delay(function(){this.focus(e,t)}))},next:function(e){this._move("next","first",e)},previous:function(e){this._move("prev","last",e)},isFirstItem:function(){return this.active&&!this.active.prevAll(".ui-menu-item").length},isLastItem:function(){return this.active&&!this.active.nextAll(".ui-menu-item").length},_move:function(e,t,i){var s;this.active&&(s="first"===e||"last"===e?this.active["first"===e?"prevAll":"nextAll"](".ui-menu-item").eq(-1):this.active[e+"All"](".ui-menu-item").eq(0)),s&&s.length&&this.active||(s=this.activeMenu.find(this.options.items)[t]()),this.focus(i,s)},nextPage:function(t){var i,s,n;return this.active?(this.isLastItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.nextAll(".ui-menu-item").each(function(){return i=e(this),0>i.offset().top-s-n}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items)[this.active?"last":"first"]())),void 0):(this.next(t),void 0)},previousPage:function(t){var i,s,n;return this.active?(this.isFirstItem()||(this._hasScroll()?(s=this.active.offset().top,n=this.element.height(),this.active.prevAll(".ui-menu-item").each(function(){return i=e(this),i.offset().top-s+n>0}),this.focus(t,i)):this.focus(t,this.activeMenu.find(this.options.items).first())),void 0):(this.next(t),void 0)},_hasScroll:function(){return this.element.outerHeight()<this.element.prop("scrollHeight")},select:function(t){this.active=this.active||e(t.target).closest(".ui-menu-item");var i={item:this.active};this.active.has(".ui-menu").length||this.collapseAll(t,!0),this._trigger("select",t,i)},_filterMenuItems:function(t){var i=t.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&"),s=RegExp("^"+i,"i");return this.activeMenu.find(this.options.items).filter(".ui-menu-item").filter(function(){return s.test(e.trim(e(this).text()))})}}),e.widget("ui.autocomplete",{version:"1.11.4",defaultElement:"<input>",options:{appendTo:null,autoFocus:!1,delay:300,minLength:1,position:{my:"left top",at:"left bottom",collision:"none"},source:null,change:null,close:null,focus:null,open:null,response:null,search:null,select:null},requestIndex:0,pending:0,_create:function(){var t,i,s,n=this.element[0].nodeName.toLowerCase(),a="textarea"===n,o="input"===n;this.isMultiLine=a?!0:o?!1:this.element.prop("isContentEditable"),this.valueMethod=this.element[a||o?"val":"text"],this.isNewMenu=!0,this.element.addClass("ui-autocomplete-input").attr("autocomplete","off"),this._on(this.element,{keydown:function(n){if(this.element.prop("readOnly"))return t=!0,s=!0,i=!0,void 0;t=!1,s=!1,i=!1;var a=e.ui.keyCode;switch(n.keyCode){case a.PAGE_UP:t=!0,this._move("previousPage",n);break;case a.PAGE_DOWN:t=!0,this._move("nextPage",n);break;case a.UP:t=!0,this._keyEvent("previous",n);break;case a.DOWN:t=!0,this._keyEvent("next",n);break;case a.ENTER:this.menu.active&&(t=!0,n.preventDefault(),this.menu.select(n));break;case a.TAB:this.menu.active&&this.menu.select(n);break;case a.ESCAPE:this.menu.element.is(":visible")&&(this.isMultiLine||this._value(this.term),this.close(n),n.preventDefault());break;default:i=!0,this._searchTimeout(n)}},keypress:function(s){if(t)return t=!1,(!this.isMultiLine||this.menu.element.is(":visible"))&&s.preventDefault(),void 0;if(!i){var n=e.ui.keyCode;switch(s.keyCode){case n.PAGE_UP:this._move("previousPage",s);break;case n.PAGE_DOWN:this._move("nextPage",s);break;case n.UP:this._keyEvent("previous",s);break;case n.DOWN:this._keyEvent("next",s)}}},input:function(e){return s?(s=!1,e.preventDefault(),void 0):(this._searchTimeout(e),void 0)},focus:function(){this.selectedItem=null,this.previous=this._value()},blur:function(e){return this.cancelBlur?(delete this.cancelBlur,void 0):(clearTimeout(this.searching),this.close(e),this._change(e),void 0)}}),this._initSource(),this.menu=e("<ul>").addClass("ui-autocomplete ui-front").appendTo(this._appendTo()).menu({role:null}).hide().menu("instance"),this._on(this.menu.element,{mousedown:function(t){t.preventDefault(),this.cancelBlur=!0,this._delay(function(){delete this.cancelBlur});var i=this.menu.element[0];e(t.target).closest(".ui-menu-item").length||this._delay(function(){var t=this;this.document.one("mousedown",function(s){s.target===t.element[0]||s.target===i||e.contains(i,s.target)||t.close()})})},menufocus:function(t,i){var s,n;return this.isNewMenu&&(this.isNewMenu=!1,t.originalEvent&&/^mouse/.test(t.originalEvent.type))?(this.menu.blur(),this.document.one("mousemove",function(){e(t.target).trigger(t.originalEvent)}),void 0):(n=i.item.data("ui-autocomplete-item"),!1!==this._trigger("focus",t,{item:n})&&t.originalEvent&&/^key/.test(t.originalEvent.type)&&this._value(n.value),s=i.item.attr("aria-label")||n.value,s&&e.trim(s).length&&(this.liveRegion.children().hide(),e("<div>").text(s).appendTo(this.liveRegion)),void 0)},menuselect:function(e,t){var i=t.item.data("ui-autocomplete-item"),s=this.previous;this.element[0]!==this.document[0].activeElement&&(this.element.focus(),this.previous=s,this._delay(function(){this.previous=s,this.selectedItem=i})),!1!==this._trigger("select",e,{item:i})&&this._value(i.value),this.term=this._value(),this.close(e),this.selectedItem=i}}),this.liveRegion=e("<span>",{role:"status","aria-live":"assertive","aria-relevant":"additions"}).addClass("ui-helper-hidden-accessible").appendTo(this.document[0].body),this._on(this.window,{beforeunload:function(){this.element.removeAttr("autocomplete")}})},_destroy:function(){clearTimeout(this.searching),this.element.removeClass("ui-autocomplete-input").removeAttr("autocomplete"),this.menu.element.remove(),this.liveRegion.remove()},_setOption:function(e,t){this._super(e,t),"source"===e&&this._initSource(),"appendTo"===e&&this.menu.element.appendTo(this._appendTo()),"disabled"===e&&t&&this.xhr&&this.xhr.abort()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_initSource:function(){var t,i,s=this;e.isArray(this.options.source)?(t=this.options.source,this.source=function(i,s){s(e.ui.autocomplete.filter(t,i.term))}):"string"==typeof this.options.source?(i=this.options.source,this.source=function(t,n){s.xhr&&s.xhr.abort(),s.xhr=e.ajax({url:i,data:t,dataType:"json",success:function(e){n(e)},error:function(){n([])}})}):this.source=this.options.source},_searchTimeout:function(e){clearTimeout(this.searching),this.searching=this._delay(function(){var t=this.term===this._value(),i=this.menu.element.is(":visible"),s=e.altKey||e.ctrlKey||e.metaKey||e.shiftKey;(!t||t&&!i&&!s)&&(this.selectedItem=null,this.search(null,e))},this.options.delay)},search:function(e,t){return e=null!=e?e:this._value(),this.term=this._value(),e.length<this.options.minLength?this.close(t):this._trigger("search",t)!==!1?this._search(e):void 0},_search:function(e){this.pending++,this.element.addClass("ui-autocomplete-loading"),this.cancelSearch=!1,this.source({term:e},this._response())},_response:function(){var t=++this.requestIndex;return e.proxy(function(e){t===this.requestIndex&&this.__response(e),this.pending--,this.pending||this.element.removeClass("ui-autocomplete-loading")},this)},__response:function(e){e&&(e=this._normalize(e)),this._trigger("response",null,{content:e}),!this.options.disabled&&e&&e.length&&!this.cancelSearch?(this._suggest(e),this._trigger("open")):this._close()},close:function(e){this.cancelSearch=!0,this._close(e)},_close:function(e){this.menu.element.is(":visible")&&(this.menu.element.hide(),this.menu.blur(),this.isNewMenu=!0,this._trigger("close",e))},_change:function(e){this.previous!==this._value()&&this._trigger("change",e,{item:this.selectedItem})},_normalize:function(t){return t.length&&t[0].label&&t[0].value?t:e.map(t,function(t){return"string"==typeof t?{label:t,value:t}:e.extend({},t,{label:t.label||t.value,value:t.value||t.label})})},_suggest:function(t){var i=this.menu.element.empty();this._renderMenu(i,t),this.isNewMenu=!0,this.menu.refresh(),i.show(),this._resizeMenu(),i.position(e.extend({of:this.element},this.options.position)),this.options.autoFocus&&this.menu.next()},_resizeMenu:function(){var e=this.menu.element;e.outerWidth(Math.max(e.width("").outerWidth()+1,this.element.outerWidth()))},_renderMenu:function(t,i){var s=this;e.each(i,function(e,i){s._renderItemData(t,i)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-autocomplete-item",t)},_renderItem:function(t,i){return e("<li>").text(i.label).appendTo(t)},_move:function(e,t){return this.menu.element.is(":visible")?this.menu.isFirstItem()&&/^previous/.test(e)||this.menu.isLastItem()&&/^next/.test(e)?(this.isMultiLine||this._value(this.term),this.menu.blur(),void 0):(this.menu[e](t),void 0):(this.search(null,t),void 0)},widget:function(){return this.menu.element},_value:function(){return this.valueMethod.apply(this.element,arguments)},_keyEvent:function(e,t){(!this.isMultiLine||this.menu.element.is(":visible"))&&(this._move(e,t),t.preventDefault())}}),e.extend(e.ui.autocomplete,{escapeRegex:function(e){return e.replace(/[\-\[\]{}()*+?.,\\\^$|#\s]/g,"\\$&")},filter:function(t,i){var s=RegExp(e.ui.autocomplete.escapeRegex(i),"i");return e.grep(t,function(e){return s.test(e.label||e.value||e)})}}),e.widget("ui.autocomplete",e.ui.autocomplete,{options:{messages:{noResults:"No search results.",results:function(e){return e+(e>1?" results are":" result is")+" available, use up and down arrow keys to navigate."}}},__response:function(t){var i;this._superApply(arguments),this.options.disabled||this.cancelSearch||(i=t&&t.length?this.options.messages.results(t.length):this.options.messages.noResults,this.liveRegion.children().hide(),e("<div>").text(i).appendTo(this.liveRegion))}}),e.ui.autocomplete;var r,h="ui-button ui-widget ui-state-default ui-corner-all",l="ui-button-icons-only ui-button-icon-only ui-button-text-icons ui-button-text-icon-primary ui-button-text-icon-secondary ui-button-text-only",u=function(){var t=e(this);setTimeout(function(){t.find(":ui-button").button("refresh")},1)},d=function(t){var i=t.name,s=t.form,n=e([]);return i&&(i=i.replace(/'/g,"\\'"),n=s?e(s).find("[name='"+i+"'][type=radio]"):e("[name='"+i+"'][type=radio]",t.ownerDocument).filter(function(){return!this.form})),n};e.widget("ui.button",{version:"1.11.4",defaultElement:"<button>",options:{disabled:null,text:!0,label:null,icons:{primary:null,secondary:null}},_create:function(){this.element.closest("form").unbind("reset"+this.eventNamespace).bind("reset"+this.eventNamespace,u),"boolean"!=typeof this.options.disabled?this.options.disabled=!!this.element.prop("disabled"):this.element.prop("disabled",this.options.disabled),this._determineButtonType(),this.hasTitle=!!this.buttonElement.attr("title");var t=this,i=this.options,s="checkbox"===this.type||"radio"===this.type,n=s?"":"ui-state-active";null===i.label&&(i.label="input"===this.type?this.buttonElement.val():this.buttonElement.html()),this._hoverable(this.buttonElement),this.buttonElement.addClass(h).attr("role","button").bind("mouseenter"+this.eventNamespace,function(){i.disabled||this===r&&e(this).addClass("ui-state-active")}).bind("mouseleave"+this.eventNamespace,function(){i.disabled||e(this).removeClass(n)}).bind("click"+this.eventNamespace,function(e){i.disabled&&(e.preventDefault(),e.stopImmediatePropagation())}),this._on({focus:function(){this.buttonElement.addClass("ui-state-focus")},blur:function(){this.buttonElement.removeClass("ui-state-focus")}}),s&&this.element.bind("change"+this.eventNamespace,function(){t.refresh()}),"checkbox"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){return i.disabled?!1:void 0}):"radio"===this.type?this.buttonElement.bind("click"+this.eventNamespace,function(){if(i.disabled)return!1;e(this).addClass("ui-state-active"),t.buttonElement.attr("aria-pressed","true");var s=t.element[0];d(s).not(s).map(function(){return e(this).button("widget")[0]}).removeClass("ui-state-active").attr("aria-pressed","false")}):(this.buttonElement.bind("mousedown"+this.eventNamespace,function(){return i.disabled?!1:(e(this).addClass("ui-state-active"),r=this,t.document.one("mouseup",function(){r=null}),void 0)}).bind("mouseup"+this.eventNamespace,function(){return i.disabled?!1:(e(this).removeClass("ui-state-active"),void 0)}).bind("keydown"+this.eventNamespace,function(t){return i.disabled?!1:((t.keyCode===e.ui.keyCode.SPACE||t.keyCode===e.ui.keyCode.ENTER)&&e(this).addClass("ui-state-active"),void 0)}).bind("keyup"+this.eventNamespace+" blur"+this.eventNamespace,function(){e(this).removeClass("ui-state-active")}),this.buttonElement.is("a")&&this.buttonElement.keyup(function(t){t.keyCode===e.ui.keyCode.SPACE&&e(this).click()})),this._setOption("disabled",i.disabled),this._resetButton()},_determineButtonType:function(){var e,t,i;this.type=this.element.is("[type=checkbox]")?"checkbox":this.element.is("[type=radio]")?"radio":this.element.is("input")?"input":"button","checkbox"===this.type||"radio"===this.type?(e=this.element.parents().last(),t="label[for='"+this.element.attr("id")+"']",this.buttonElement=e.find(t),this.buttonElement.length||(e=e.length?e.siblings():this.element.siblings(),this.buttonElement=e.filter(t),this.buttonElement.length||(this.buttonElement=e.find(t))),this.element.addClass("ui-helper-hidden-accessible"),i=this.element.is(":checked"),i&&this.buttonElement.addClass("ui-state-active"),this.buttonElement.prop("aria-pressed",i)):this.buttonElement=this.element},widget:function(){return this.buttonElement},_destroy:function(){this.element.removeClass("ui-helper-hidden-accessible"),this.buttonElement.removeClass(h+" ui-state-active "+l).removeAttr("role").removeAttr("aria-pressed").html(this.buttonElement.find(".ui-button-text").html()),this.hasTitle||this.buttonElement.removeAttr("title")},_setOption:function(e,t){return this._super(e,t),"disabled"===e?(this.widget().toggleClass("ui-state-disabled",!!t),this.element.prop("disabled",!!t),t&&("checkbox"===this.type||"radio"===this.type?this.buttonElement.removeClass("ui-state-focus"):this.buttonElement.removeClass("ui-state-focus ui-state-active")),void 0):(this._resetButton(),void 0)},refresh:function(){var t=this.element.is("input, button")?this.element.is(":disabled"):this.element.hasClass("ui-button-disabled");t!==this.options.disabled&&this._setOption("disabled",t),"radio"===this.type?d(this.element[0]).each(function(){e(this).is(":checked")?e(this).button("widget").addClass("ui-state-active").attr("aria-pressed","true"):e(this).button("widget").removeClass("ui-state-active").attr("aria-pressed","false")}):"checkbox"===this.type&&(this.element.is(":checked")?this.buttonElement.addClass("ui-state-active").attr("aria-pressed","true"):this.buttonElement.removeClass("ui-state-active").attr("aria-pressed","false"))},_resetButton:function(){if("input"===this.type)return this.options.label&&this.element.val(this.options.label),void 0;var t=this.buttonElement.removeClass(l),i=e("<span></span>",this.document[0]).addClass("ui-button-text").html(this.options.label).appendTo(t.empty()).text(),s=this.options.icons,n=s.primary&&s.secondary,a=[];s.primary||s.secondary?(this.options.text&&a.push("ui-button-text-icon"+(n?"s":s.primary?"-primary":"-secondary")),s.primary&&t.prepend("<span class='ui-button-icon-primary ui-icon "+s.primary+"'></span>"),s.secondary&&t.append("<span class='ui-button-icon-secondary ui-icon "+s.secondary+"'></span>"),this.options.text||(a.push(n?"ui-button-icons-only":"ui-button-icon-only"),this.hasTitle||t.attr("title",e.trim(i)))):a.push("ui-button-text-only"),t.addClass(a.join(" "))}}),e.widget("ui.buttonset",{version:"1.11.4",options:{items:"button, input[type=button], input[type=submit], input[type=reset], input[type=checkbox], input[type=radio], a, :data(ui-button)"},_create:function(){this.element.addClass("ui-buttonset")},_init:function(){this.refresh()},_setOption:function(e,t){"disabled"===e&&this.buttons.button("option",e,t),this._super(e,t)},refresh:function(){var t="rtl"===this.element.css("direction"),i=this.element.find(this.options.items),s=i.filter(":ui-button");i.not(":ui-button").button(),s.button("refresh"),this.buttons=i.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-all ui-corner-left ui-corner-right").filter(":first").addClass(t?"ui-corner-right":"ui-corner-left").end().filter(":last").addClass(t?"ui-corner-left":"ui-corner-right").end().end()},_destroy:function(){this.element.removeClass("ui-buttonset"),this.buttons.map(function(){return e(this).button("widget")[0]}).removeClass("ui-corner-left ui-corner-right").end().button("destroy")}}),e.ui.button,e.widget("ui.dialog",{version:"1.11.4",options:{appendTo:"body",autoOpen:!0,buttons:[],closeOnEscape:!0,closeText:"Close",dialogClass:"",draggable:!0,hide:null,height:"auto",maxHeight:null,maxWidth:null,minHeight:150,minWidth:150,modal:!1,position:{my:"center",at:"center",of:window,collision:"fit",using:function(t){var i=e(this).css(t).offset().top;0>i&&e(this).css("top",t.top-i)}},resizable:!0,show:null,title:null,width:300,beforeClose:null,close:null,drag:null,dragStart:null,dragStop:null,focus:null,open:null,resize:null,resizeStart:null,resizeStop:null},sizeRelatedOptions:{buttons:!0,height:!0,maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0,width:!0},resizableRelatedOptions:{maxHeight:!0,maxWidth:!0,minHeight:!0,minWidth:!0},_create:function(){this.originalCss={display:this.element[0].style.display,width:this.element[0].style.width,minHeight:this.element[0].style.minHeight,maxHeight:this.element[0].style.maxHeight,height:this.element[0].style.height},this.originalPosition={parent:this.element.parent(),index:this.element.parent().children().index(this.element)},this.originalTitle=this.element.attr("title"),this.options.title=this.options.title||this.originalTitle,this._createWrapper(),this.element.show().removeAttr("title").addClass("ui-dialog-content ui-widget-content").appendTo(this.uiDialog),this._createTitlebar(),this._createButtonPane(),this.options.draggable&&e.fn.draggable&&this._makeDraggable(),this.options.resizable&&e.fn.resizable&&this._makeResizable(),this._isOpen=!1,this._trackFocus()},_init:function(){this.options.autoOpen&&this.open()},_appendTo:function(){var t=this.options.appendTo;return t&&(t.jquery||t.nodeType)?e(t):this.document.find(t||"body").eq(0)},_destroy:function(){var e,t=this.originalPosition;this._untrackInstance(),this._destroyOverlay(),this.element.removeUniqueId().removeClass("ui-dialog-content ui-widget-content").css(this.originalCss).detach(),this.uiDialog.stop(!0,!0).remove(),this.originalTitle&&this.element.attr("title",this.originalTitle),e=t.parent.children().eq(t.index),e.length&&e[0]!==this.element[0]?e.before(this.element):t.parent.append(this.element)},widget:function(){return this.uiDialog},disable:e.noop,enable:e.noop,close:function(t){var i,s=this;if(this._isOpen&&this._trigger("beforeClose",t)!==!1){if(this._isOpen=!1,this._focusedElement=null,this._destroyOverlay(),this._untrackInstance(),!this.opener.filter(":focusable").focus().length)try{i=this.document[0].activeElement,i&&"body"!==i.nodeName.toLowerCase()&&e(i).blur()}catch(n){}this._hide(this.uiDialog,this.options.hide,function(){s._trigger("close",t)})}},isOpen:function(){return this._isOpen},moveToTop:function(){this._moveToTop()},_moveToTop:function(t,i){var s=!1,n=this.uiDialog.siblings(".ui-front:visible").map(function(){return+e(this).css("z-index")}).get(),a=Math.max.apply(null,n);return a>=+this.uiDialog.css("z-index")&&(this.uiDialog.css("z-index",a+1),s=!0),s&&!i&&this._trigger("focus",t),s},open:function(){var t=this;return this._isOpen?(this._moveToTop()&&this._focusTabbable(),void 0):(this._isOpen=!0,this.opener=e(this.document[0].activeElement),this._size(),this._position(),this._createOverlay(),this._moveToTop(null,!0),this.overlay&&this.overlay.css("z-index",this.uiDialog.css("z-index")-1),this._show(this.uiDialog,this.options.show,function(){t._focusTabbable(),t._trigger("focus")}),this._makeFocusTarget(),this._trigger("open"),void 0)},_focusTabbable:function(){var e=this._focusedElement;e||(e=this.element.find("[autofocus]")),e.length||(e=this.element.find(":tabbable")),e.length||(e=this.uiDialogButtonPane.find(":tabbable")),e.length||(e=this.uiDialogTitlebarClose.filter(":tabbable")),e.length||(e=this.uiDialog),e.eq(0).focus()},_keepFocus:function(t){function i(){var t=this.document[0].activeElement,i=this.uiDialog[0]===t||e.contains(this.uiDialog[0],t);i||this._focusTabbable()}t.preventDefault(),i.call(this),this._delay(i)},_createWrapper:function(){this.uiDialog=e("<div>").addClass("ui-dialog ui-widget ui-widget-content ui-corner-all ui-front "+this.options.dialogClass).hide().attr({tabIndex:-1,role:"dialog"}).appendTo(this._appendTo()),this._on(this.uiDialog,{keydown:function(t){if(this.options.closeOnEscape&&!t.isDefaultPrevented()&&t.keyCode&&t.keyCode===e.ui.keyCode.ESCAPE)return t.preventDefault(),this.close(t),void 0;if(t.keyCode===e.ui.keyCode.TAB&&!t.isDefaultPrevented()){var i=this.uiDialog.find(":tabbable"),s=i.filter(":first"),n=i.filter(":last");t.target!==n[0]&&t.target!==this.uiDialog[0]||t.shiftKey?t.target!==s[0]&&t.target!==this.uiDialog[0]||!t.shiftKey||(this._delay(function(){n.focus()}),t.preventDefault()):(this._delay(function(){s.focus()}),t.preventDefault())}},mousedown:function(e){this._moveToTop(e)&&this._focusTabbable()}}),this.element.find("[aria-describedby]").length||this.uiDialog.attr({"aria-describedby":this.element.uniqueId().attr("id")})},_createTitlebar:function(){var t;this.uiDialogTitlebar=e("<div>").addClass("ui-dialog-titlebar ui-widget-header ui-corner-all ui-helper-clearfix").prependTo(this.uiDialog),this._on(this.uiDialogTitlebar,{mousedown:function(t){e(t.target).closest(".ui-dialog-titlebar-close")||this.uiDialog.focus()}}),this.uiDialogTitlebarClose=e("<button type='button'></button>").button({label:this.options.closeText,icons:{primary:"ui-icon-closethick"},text:!1}).addClass("ui-dialog-titlebar-close").appendTo(this.uiDialogTitlebar),this._on(this.uiDialogTitlebarClose,{click:function(e){e.preventDefault(),this.close(e)}}),t=e("<span>").uniqueId().addClass("ui-dialog-title").prependTo(this.uiDialogTitlebar),this._title(t),this.uiDialog.attr({"aria-labelledby":t.attr("id")})},_title:function(e){this.options.title||e.html(" "),e.text(this.options.title)
+},_createButtonPane:function(){this.uiDialogButtonPane=e("<div>").addClass("ui-dialog-buttonpane ui-widget-content ui-helper-clearfix"),this.uiButtonSet=e("<div>").addClass("ui-dialog-buttonset").appendTo(this.uiDialogButtonPane),this._createButtons()},_createButtons:function(){var t=this,i=this.options.buttons;return this.uiDialogButtonPane.remove(),this.uiButtonSet.empty(),e.isEmptyObject(i)||e.isArray(i)&&!i.length?(this.uiDialog.removeClass("ui-dialog-buttons"),void 0):(e.each(i,function(i,s){var n,a;s=e.isFunction(s)?{click:s,text:i}:s,s=e.extend({type:"button"},s),n=s.click,s.click=function(){n.apply(t.element[0],arguments)},a={icons:s.icons,text:s.showText},delete s.icons,delete s.showText,e("<button></button>",s).button(a).appendTo(t.uiButtonSet)}),this.uiDialog.addClass("ui-dialog-buttons"),this.uiDialogButtonPane.appendTo(this.uiDialog),void 0)},_makeDraggable:function(){function t(e){return{position:e.position,offset:e.offset}}var i=this,s=this.options;this.uiDialog.draggable({cancel:".ui-dialog-content, .ui-dialog-titlebar-close",handle:".ui-dialog-titlebar",containment:"document",start:function(s,n){e(this).addClass("ui-dialog-dragging"),i._blockFrames(),i._trigger("dragStart",s,t(n))},drag:function(e,s){i._trigger("drag",e,t(s))},stop:function(n,a){var o=a.offset.left-i.document.scrollLeft(),r=a.offset.top-i.document.scrollTop();s.position={my:"left top",at:"left"+(o>=0?"+":"")+o+" "+"top"+(r>=0?"+":"")+r,of:i.window},e(this).removeClass("ui-dialog-dragging"),i._unblockFrames(),i._trigger("dragStop",n,t(a))}})},_makeResizable:function(){function t(e){return{originalPosition:e.originalPosition,originalSize:e.originalSize,position:e.position,size:e.size}}var i=this,s=this.options,n=s.resizable,a=this.uiDialog.css("position"),o="string"==typeof n?n:"n,e,s,w,se,sw,ne,nw";this.uiDialog.resizable({cancel:".ui-dialog-content",containment:"document",alsoResize:this.element,maxWidth:s.maxWidth,maxHeight:s.maxHeight,minWidth:s.minWidth,minHeight:this._minHeight(),handles:o,start:function(s,n){e(this).addClass("ui-dialog-resizing"),i._blockFrames(),i._trigger("resizeStart",s,t(n))},resize:function(e,s){i._trigger("resize",e,t(s))},stop:function(n,a){var o=i.uiDialog.offset(),r=o.left-i.document.scrollLeft(),h=o.top-i.document.scrollTop();s.height=i.uiDialog.height(),s.width=i.uiDialog.width(),s.position={my:"left top",at:"left"+(r>=0?"+":"")+r+" "+"top"+(h>=0?"+":"")+h,of:i.window},e(this).removeClass("ui-dialog-resizing"),i._unblockFrames(),i._trigger("resizeStop",n,t(a))}}).css("position",a)},_trackFocus:function(){this._on(this.widget(),{focusin:function(t){this._makeFocusTarget(),this._focusedElement=e(t.target)}})},_makeFocusTarget:function(){this._untrackInstance(),this._trackingInstances().unshift(this)},_untrackInstance:function(){var t=this._trackingInstances(),i=e.inArray(this,t);-1!==i&&t.splice(i,1)},_trackingInstances:function(){var e=this.document.data("ui-dialog-instances");return e||(e=[],this.document.data("ui-dialog-instances",e)),e},_minHeight:function(){var e=this.options;return"auto"===e.height?e.minHeight:Math.min(e.minHeight,e.height)},_position:function(){var e=this.uiDialog.is(":visible");e||this.uiDialog.show(),this.uiDialog.position(this.options.position),e||this.uiDialog.hide()},_setOptions:function(t){var i=this,s=!1,n={};e.each(t,function(e,t){i._setOption(e,t),e in i.sizeRelatedOptions&&(s=!0),e in i.resizableRelatedOptions&&(n[e]=t)}),s&&(this._size(),this._position()),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option",n)},_setOption:function(e,t){var i,s,n=this.uiDialog;"dialogClass"===e&&n.removeClass(this.options.dialogClass).addClass(t),"disabled"!==e&&(this._super(e,t),"appendTo"===e&&this.uiDialog.appendTo(this._appendTo()),"buttons"===e&&this._createButtons(),"closeText"===e&&this.uiDialogTitlebarClose.button({label:""+t}),"draggable"===e&&(i=n.is(":data(ui-draggable)"),i&&!t&&n.draggable("destroy"),!i&&t&&this._makeDraggable()),"position"===e&&this._position(),"resizable"===e&&(s=n.is(":data(ui-resizable)"),s&&!t&&n.resizable("destroy"),s&&"string"==typeof t&&n.resizable("option","handles",t),s||t===!1||this._makeResizable()),"title"===e&&this._title(this.uiDialogTitlebar.find(".ui-dialog-title")))},_size:function(){var e,t,i,s=this.options;this.element.show().css({width:"auto",minHeight:0,maxHeight:"none",height:0}),s.minWidth>s.width&&(s.width=s.minWidth),e=this.uiDialog.css({height:"auto",width:s.width}).outerHeight(),t=Math.max(0,s.minHeight-e),i="number"==typeof s.maxHeight?Math.max(0,s.maxHeight-e):"none","auto"===s.height?this.element.css({minHeight:t,maxHeight:i,height:"auto"}):this.element.height(Math.max(0,s.height-e)),this.uiDialog.is(":data(ui-resizable)")&&this.uiDialog.resizable("option","minHeight",this._minHeight())},_blockFrames:function(){this.iframeBlocks=this.document.find("iframe").map(function(){var t=e(this);return e("<div>").css({position:"absolute",width:t.outerWidth(),height:t.outerHeight()}).appendTo(t.parent()).offset(t.offset())[0]})},_unblockFrames:function(){this.iframeBlocks&&(this.iframeBlocks.remove(),delete this.iframeBlocks)},_allowInteraction:function(t){return e(t.target).closest(".ui-dialog").length?!0:!!e(t.target).closest(".ui-datepicker").length},_createOverlay:function(){if(this.options.modal){var t=!0;this._delay(function(){t=!1}),this.document.data("ui-dialog-overlays")||this._on(this.document,{focusin:function(e){t||this._allowInteraction(e)||(e.preventDefault(),this._trackingInstances()[0]._focusTabbable())}}),this.overlay=e("<div>").addClass("ui-widget-overlay ui-front").appendTo(this._appendTo()),this._on(this.overlay,{mousedown:"_keepFocus"}),this.document.data("ui-dialog-overlays",(this.document.data("ui-dialog-overlays")||0)+1)}},_destroyOverlay:function(){if(this.options.modal&&this.overlay){var e=this.document.data("ui-dialog-overlays")-1;e?this.document.data("ui-dialog-overlays",e):this.document.unbind("focusin").removeData("ui-dialog-overlays"),this.overlay.remove(),this.overlay=null}}}),e.widget("ui.progressbar",{version:"1.11.4",options:{max:100,value:0,change:null,complete:null},min:0,_create:function(){this.oldValue=this.options.value=this._constrainedValue(),this.element.addClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").attr({role:"progressbar","aria-valuemin":this.min}),this.valueDiv=e("<div class='ui-progressbar-value ui-widget-header ui-corner-left'></div>").appendTo(this.element),this._refreshValue()},_destroy:function(){this.element.removeClass("ui-progressbar ui-widget ui-widget-content ui-corner-all").removeAttr("role").removeAttr("aria-valuemin").removeAttr("aria-valuemax").removeAttr("aria-valuenow"),this.valueDiv.remove()},value:function(e){return void 0===e?this.options.value:(this.options.value=this._constrainedValue(e),this._refreshValue(),void 0)},_constrainedValue:function(e){return void 0===e&&(e=this.options.value),this.indeterminate=e===!1,"number"!=typeof e&&(e=0),this.indeterminate?!1:Math.min(this.options.max,Math.max(this.min,e))},_setOptions:function(e){var t=e.value;delete e.value,this._super(e),this.options.value=this._constrainedValue(t),this._refreshValue()},_setOption:function(e,t){"max"===e&&(t=Math.max(this.min,t)),"disabled"===e&&this.element.toggleClass("ui-state-disabled",!!t).attr("aria-disabled",t),this._super(e,t)},_percentage:function(){return this.indeterminate?100:100*(this.options.value-this.min)/(this.options.max-this.min)},_refreshValue:function(){var t=this.options.value,i=this._percentage();this.valueDiv.toggle(this.indeterminate||t>this.min).toggleClass("ui-corner-right",t===this.options.max).width(i.toFixed(0)+"%"),this.element.toggleClass("ui-progressbar-indeterminate",this.indeterminate),this.indeterminate?(this.element.removeAttr("aria-valuenow"),this.overlayDiv||(this.overlayDiv=e("<div class='ui-progressbar-overlay'></div>").appendTo(this.valueDiv))):(this.element.attr({"aria-valuemax":this.options.max,"aria-valuenow":t}),this.overlayDiv&&(this.overlayDiv.remove(),this.overlayDiv=null)),this.oldValue!==t&&(this.oldValue=t,this._trigger("change")),t===this.options.max&&this._trigger("complete")}}),e.widget("ui.selectmenu",{version:"1.11.4",defaultElement:"<select>",options:{appendTo:null,disabled:null,icons:{button:"ui-icon-triangle-1-s"},position:{my:"left top",at:"left bottom",collision:"none"},width:null,change:null,close:null,focus:null,open:null,select:null},_create:function(){var e=this.element.uniqueId().attr("id");this.ids={element:e,button:e+"-button",menu:e+"-menu"},this._drawButton(),this._drawMenu(),this.options.disabled&&this.disable()},_drawButton:function(){var t=this;this.label=e("label[for='"+this.ids.element+"']").attr("for",this.ids.button),this._on(this.label,{click:function(e){this.button.focus(),e.preventDefault()}}),this.element.hide(),this.button=e("<span>",{"class":"ui-selectmenu-button ui-widget ui-state-default ui-corner-all",tabindex:this.options.disabled?-1:0,id:this.ids.button,role:"combobox","aria-expanded":"false","aria-autocomplete":"list","aria-owns":this.ids.menu,"aria-haspopup":"true"}).insertAfter(this.element),e("<span>",{"class":"ui-icon "+this.options.icons.button}).prependTo(this.button),this.buttonText=e("<span>",{"class":"ui-selectmenu-text"}).appendTo(this.button),this._setText(this.buttonText,this.element.find("option:selected").text()),this._resizeButton(),this._on(this.button,this._buttonEvents),this.button.one("focusin",function(){t.menuItems||t._refreshMenu()}),this._hoverable(this.button),this._focusable(this.button)},_drawMenu:function(){var t=this;this.menu=e("<ul>",{"aria-hidden":"true","aria-labelledby":this.ids.button,id:this.ids.menu}),this.menuWrap=e("<div>",{"class":"ui-selectmenu-menu ui-front"}).append(this.menu).appendTo(this._appendTo()),this.menuInstance=this.menu.menu({role:"listbox",select:function(e,i){e.preventDefault(),t._setSelection(),t._select(i.item.data("ui-selectmenu-item"),e)},focus:function(e,i){var s=i.item.data("ui-selectmenu-item");null!=t.focusIndex&&s.index!==t.focusIndex&&(t._trigger("focus",e,{item:s}),t.isOpen||t._select(s,e)),t.focusIndex=s.index,t.button.attr("aria-activedescendant",t.menuItems.eq(s.index).attr("id"))}}).menu("instance"),this.menu.addClass("ui-corner-bottom").removeClass("ui-corner-all"),this.menuInstance._off(this.menu,"mouseleave"),this.menuInstance._closeOnDocumentClick=function(){return!1},this.menuInstance._isDivider=function(){return!1}},refresh:function(){this._refreshMenu(),this._setText(this.buttonText,this._getSelectedItem().text()),this.options.width||this._resizeButton()},_refreshMenu:function(){this.menu.empty();var e,t=this.element.find("option");t.length&&(this._parseOptions(t),this._renderMenu(this.menu,this.items),this.menuInstance.refresh(),this.menuItems=this.menu.find("li").not(".ui-selectmenu-optgroup"),e=this._getSelectedItem(),this.menuInstance.focus(null,e),this._setAria(e.data("ui-selectmenu-item")),this._setOption("disabled",this.element.prop("disabled")))},open:function(e){this.options.disabled||(this.menuItems?(this.menu.find(".ui-state-focus").removeClass("ui-state-focus"),this.menuInstance.focus(null,this._getSelectedItem())):this._refreshMenu(),this.isOpen=!0,this._toggleAttr(),this._resizeMenu(),this._position(),this._on(this.document,this._documentClick),this._trigger("open",e))},_position:function(){this.menuWrap.position(e.extend({of:this.button},this.options.position))},close:function(e){this.isOpen&&(this.isOpen=!1,this._toggleAttr(),this.range=null,this._off(this.document),this._trigger("close",e))},widget:function(){return this.button},menuWidget:function(){return this.menu},_renderMenu:function(t,i){var s=this,n="";e.each(i,function(i,a){a.optgroup!==n&&(e("<li>",{"class":"ui-selectmenu-optgroup ui-menu-divider"+(a.element.parent("optgroup").prop("disabled")?" ui-state-disabled":""),text:a.optgroup}).appendTo(t),n=a.optgroup),s._renderItemData(t,a)})},_renderItemData:function(e,t){return this._renderItem(e,t).data("ui-selectmenu-item",t)},_renderItem:function(t,i){var s=e("<li>");return i.disabled&&s.addClass("ui-state-disabled"),this._setText(s,i.label),s.appendTo(t)},_setText:function(e,t){t?e.text(t):e.html(" ")},_move:function(e,t){var i,s,n=".ui-menu-item";this.isOpen?i=this.menuItems.eq(this.focusIndex):(i=this.menuItems.eq(this.element[0].selectedIndex),n+=":not(.ui-state-disabled)"),s="first"===e||"last"===e?i["first"===e?"prevAll":"nextAll"](n).eq(-1):i[e+"All"](n).eq(0),s.length&&this.menuInstance.focus(t,s)},_getSelectedItem:function(){return this.menuItems.eq(this.element[0].selectedIndex)},_toggle:function(e){this[this.isOpen?"close":"open"](e)},_setSelection:function(){var e;this.range&&(window.getSelection?(e=window.getSelection(),e.removeAllRanges(),e.addRange(this.range)):this.range.select(),this.button.focus())},_documentClick:{mousedown:function(t){this.isOpen&&(e(t.target).closest(".ui-selectmenu-menu, #"+this.ids.button).length||this.close(t))}},_buttonEvents:{mousedown:function(){var e;window.getSelection?(e=window.getSelection(),e.rangeCount&&(this.range=e.getRangeAt(0))):this.range=document.selection.createRange()},click:function(e){this._setSelection(),this._toggle(e)},keydown:function(t){var i=!0;switch(t.keyCode){case e.ui.keyCode.TAB:case e.ui.keyCode.ESCAPE:this.close(t),i=!1;break;case e.ui.keyCode.ENTER:this.isOpen&&this._selectFocusedItem(t);break;case e.ui.keyCode.UP:t.altKey?this._toggle(t):this._move("prev",t);break;case e.ui.keyCode.DOWN:t.altKey?this._toggle(t):this._move("next",t);break;case e.ui.keyCode.SPACE:this.isOpen?this._selectFocusedItem(t):this._toggle(t);break;case e.ui.keyCode.LEFT:this._move("prev",t);break;case e.ui.keyCode.RIGHT:this._move("next",t);break;case e.ui.keyCode.HOME:case e.ui.keyCode.PAGE_UP:this._move("first",t);break;case e.ui.keyCode.END:case e.ui.keyCode.PAGE_DOWN:this._move("last",t);break;default:this.menu.trigger(t),i=!1}i&&t.preventDefault()}},_selectFocusedItem:function(e){var t=this.menuItems.eq(this.focusIndex);t.hasClass("ui-state-disabled")||this._select(t.data("ui-selectmenu-item"),e)},_select:function(e,t){var i=this.element[0].selectedIndex;this.element[0].selectedIndex=e.index,this._setText(this.buttonText,e.label),this._setAria(e),this._trigger("select",t,{item:e}),e.index!==i&&this._trigger("change",t,{item:e}),this.close(t)},_setAria:function(e){var t=this.menuItems.eq(e.index).attr("id");this.button.attr({"aria-labelledby":t,"aria-activedescendant":t}),this.menu.attr("aria-activedescendant",t)},_setOption:function(e,t){"icons"===e&&this.button.find("span.ui-icon").removeClass(this.options.icons.button).addClass(t.button),this._super(e,t),"appendTo"===e&&this.menuWrap.appendTo(this._appendTo()),"disabled"===e&&(this.menuInstance.option("disabled",t),this.button.toggleClass("ui-state-disabled",t).attr("aria-disabled",t),this.element.prop("disabled",t),t?(this.button.attr("tabindex",-1),this.close()):this.button.attr("tabindex",0)),"width"===e&&this._resizeButton()},_appendTo:function(){var t=this.options.appendTo;return t&&(t=t.jquery||t.nodeType?e(t):this.document.find(t).eq(0)),t&&t[0]||(t=this.element.closest(".ui-front")),t.length||(t=this.document[0].body),t},_toggleAttr:function(){this.button.toggleClass("ui-corner-top",this.isOpen).toggleClass("ui-corner-all",!this.isOpen).attr("aria-expanded",this.isOpen),this.menuWrap.toggleClass("ui-selectmenu-open",this.isOpen),this.menu.attr("aria-hidden",!this.isOpen)},_resizeButton:function(){var e=this.options.width;e||(e=this.element.show().outerWidth(),this.element.hide()),this.button.outerWidth(e)},_resizeMenu:function(){this.menu.outerWidth(Math.max(this.button.outerWidth(),this.menu.width("").outerWidth()+1))},_getCreateOptions:function(){return{disabled:this.element.prop("disabled")}},_parseOptions:function(t){var i=[];t.each(function(t,s){var n=e(s),a=n.parent("optgroup");i.push({element:n,index:t,value:n.val(),label:n.text(),optgroup:a.attr("label")||"",disabled:a.prop("disabled")||n.prop("disabled")})}),this.items=i},_destroy:function(){this.menuWrap.remove(),this.button.remove(),this.element.show(),this.element.removeUniqueId(),this.label.attr("for",this.ids.element)}}),e.widget("ui.slider",e.ui.mouse,{version:"1.11.4",widgetEventPrefix:"slide",options:{animate:!1,distance:0,max:100,min:0,orientation:"horizontal",range:!1,step:1,value:0,values:null,change:null,slide:null,start:null,stop:null},numPages:5,_create:function(){this._keySliding=!1,this._mouseSliding=!1,this._animateOff=!0,this._handleIndex=null,this._detectOrientation(),this._mouseInit(),this._calculateNewMax(),this.element.addClass("ui-slider ui-slider-"+this.orientation+" ui-widget"+" ui-widget-content"+" ui-corner-all"),this._refresh(),this._setOption("disabled",this.options.disabled),this._animateOff=!1},_refresh:function(){this._createRange(),this._createHandles(),this._setupEvents(),this._refreshValue()},_createHandles:function(){var t,i,s=this.options,n=this.element.find(".ui-slider-handle").addClass("ui-state-default ui-corner-all"),a="<span class='ui-slider-handle ui-state-default ui-corner-all' tabindex='0'></span>",o=[];for(i=s.values&&s.values.length||1,n.length>i&&(n.slice(i).remove(),n=n.slice(0,i)),t=n.length;i>t;t++)o.push(a);this.handles=n.add(e(o.join("")).appendTo(this.element)),this.handle=this.handles.eq(0),this.handles.each(function(t){e(this).data("ui-slider-handle-index",t)})},_createRange:function(){var t=this.options,i="";t.range?(t.range===!0&&(t.values?t.values.length&&2!==t.values.length?t.values=[t.values[0],t.values[0]]:e.isArray(t.values)&&(t.values=t.values.slice(0)):t.values=[this._valueMin(),this._valueMin()]),this.range&&this.range.length?this.range.removeClass("ui-slider-range-min ui-slider-range-max").css({left:"",bottom:""}):(this.range=e("<div></div>").appendTo(this.element),i="ui-slider-range ui-widget-header ui-corner-all"),this.range.addClass(i+("min"===t.range||"max"===t.range?" ui-slider-range-"+t.range:""))):(this.range&&this.range.remove(),this.range=null)},_setupEvents:function(){this._off(this.handles),this._on(this.handles,this._handleEvents),this._hoverable(this.handles),this._focusable(this.handles)},_destroy:function(){this.handles.remove(),this.range&&this.range.remove(),this.element.removeClass("ui-slider ui-slider-horizontal ui-slider-vertical ui-widget ui-widget-content ui-corner-all"),this._mouseDestroy()},_mouseCapture:function(t){var i,s,n,a,o,r,h,l,u=this,d=this.options;return d.disabled?!1:(this.elementSize={width:this.element.outerWidth(),height:this.element.outerHeight()},this.elementOffset=this.element.offset(),i={x:t.pageX,y:t.pageY},s=this._normValueFromMouse(i),n=this._valueMax()-this._valueMin()+1,this.handles.each(function(t){var i=Math.abs(s-u.values(t));(n>i||n===i&&(t===u._lastChangedValue||u.values(t)===d.min))&&(n=i,a=e(this),o=t)}),r=this._start(t,o),r===!1?!1:(this._mouseSliding=!0,this._handleIndex=o,a.addClass("ui-state-active").focus(),h=a.offset(),l=!e(t.target).parents().addBack().is(".ui-slider-handle"),this._clickOffset=l?{left:0,top:0}:{left:t.pageX-h.left-a.width()/2,top:t.pageY-h.top-a.height()/2-(parseInt(a.css("borderTopWidth"),10)||0)-(parseInt(a.css("borderBottomWidth"),10)||0)+(parseInt(a.css("marginTop"),10)||0)},this.handles.hasClass("ui-state-hover")||this._slide(t,o,s),this._animateOff=!0,!0))},_mouseStart:function(){return!0},_mouseDrag:function(e){var t={x:e.pageX,y:e.pageY},i=this._normValueFromMouse(t);return this._slide(e,this._handleIndex,i),!1},_mouseStop:function(e){return this.handles.removeClass("ui-state-active"),this._mouseSliding=!1,this._stop(e,this._handleIndex),this._change(e,this._handleIndex),this._handleIndex=null,this._clickOffset=null,this._animateOff=!1,!1},_detectOrientation:function(){this.orientation="vertical"===this.options.orientation?"vertical":"horizontal"},_normValueFromMouse:function(e){var t,i,s,n,a;return"horizontal"===this.orientation?(t=this.elementSize.width,i=e.x-this.elementOffset.left-(this._clickOffset?this._clickOffset.left:0)):(t=this.elementSize.height,i=e.y-this.elementOffset.top-(this._clickOffset?this._clickOffset.top:0)),s=i/t,s>1&&(s=1),0>s&&(s=0),"vertical"===this.orientation&&(s=1-s),n=this._valueMax()-this._valueMin(),a=this._valueMin()+s*n,this._trimAlignValue(a)},_start:function(e,t){var i={handle:this.handles[t],value:this.value()};return this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("start",e,i)},_slide:function(e,t,i){var s,n,a;this.options.values&&this.options.values.length?(s=this.values(t?0:1),2===this.options.values.length&&this.options.range===!0&&(0===t&&i>s||1===t&&s>i)&&(i=s),i!==this.values(t)&&(n=this.values(),n[t]=i,a=this._trigger("slide",e,{handle:this.handles[t],value:i,values:n}),s=this.values(t?0:1),a!==!1&&this.values(t,i))):i!==this.value()&&(a=this._trigger("slide",e,{handle:this.handles[t],value:i}),a!==!1&&this.value(i))},_stop:function(e,t){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._trigger("stop",e,i)},_change:function(e,t){if(!this._keySliding&&!this._mouseSliding){var i={handle:this.handles[t],value:this.value()};this.options.values&&this.options.values.length&&(i.value=this.values(t),i.values=this.values()),this._lastChangedValue=t,this._trigger("change",e,i)}},value:function(e){return arguments.length?(this.options.value=this._trimAlignValue(e),this._refreshValue(),this._change(null,0),void 0):this._value()},values:function(t,i){var s,n,a;if(arguments.length>1)return this.options.values[t]=this._trimAlignValue(i),this._refreshValue(),this._change(null,t),void 0;if(!arguments.length)return this._values();if(!e.isArray(arguments[0]))return this.options.values&&this.options.values.length?this._values(t):this.value();for(s=this.options.values,n=arguments[0],a=0;s.length>a;a+=1)s[a]=this._trimAlignValue(n[a]),this._change(null,a);this._refreshValue()},_setOption:function(t,i){var s,n=0;switch("range"===t&&this.options.range===!0&&("min"===i?(this.options.value=this._values(0),this.options.values=null):"max"===i&&(this.options.value=this._values(this.options.values.length-1),this.options.values=null)),e.isArray(this.options.values)&&(n=this.options.values.length),"disabled"===t&&this.element.toggleClass("ui-state-disabled",!!i),this._super(t,i),t){case"orientation":this._detectOrientation(),this.element.removeClass("ui-slider-horizontal 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class='ui-effects-transfer'></div>").appendTo(document.body).addClass(t.className).css({top:d.top-r,left:d.left-h,height:s.innerHeight(),width:s.innerWidth(),position:a?"fixed":"absolute"}).animate(u,t.duration,t.easing,function(){c.remove(),i()})}});</script>
+<style type="text/css">
+
+.tocify {
+width: 20%;
+max-height: 90%;
+overflow: auto;
+margin-left: 2%;
+position: fixed;
+border: 1px solid #ccc;
+border-radius: 6px;
+}
+
+.tocify ul, .tocify li {
+list-style: none;
+margin: 0;
+padding: 0;
+border: none;
+line-height: 30px;
+}
+
+.tocify-header {
+text-indent: 10px;
+}
+
+.tocify-subheader {
+text-indent: 20px;
+display: none;
+}
+
+.tocify-subheader li {
+font-size: 12px;
+}
+
+.tocify-subheader .tocify-subheader {
+text-indent: 30px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 40px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 50px;
+}
+.tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader .tocify-subheader {
+text-indent: 60px;
+}
+
+.tocify .tocify-item > a, .tocify .nav-list .nav-header {
+margin: 0px;
+}
+
+.tocify .tocify-item a, .tocify .list-group-item {
+padding: 5px;
+}
+.tocify .nav-pills > li {
+float: none;
+}
+
+
+</style>
+<script>/* jquery Tocify - v1.9.1 - 2013-10-22
+ * http://www.gregfranko.com/jquery.tocify.js/
+ * Copyright (c) 2013 Greg Franko; Licensed MIT */
+
+// Immediately-Invoked Function Expression (IIFE) [Ben Alman Blog Post](http://benalman.com/news/2010/11/immediately-invoked-function-expression/) that calls another IIFE that contains all of the plugin logic. I used this pattern so that anyone viewing this code would not have to scroll to the bottom of the page to view the local parameters that were passed to the main IIFE.
+(function(tocify) {
+
+ // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
+ "use strict";
+
+ // Calls the second IIFE and locally passes in the global jQuery, window, and document objects
+ tocify(window.jQuery, window, document);
+
+ }
+
+ // Locally passes in `jQuery`, the `window` object, the `document` object, and an `undefined` variable. The `jQuery`, `window` and `document` objects are passed in locally, to improve performance, since javascript first searches for a variable match within the local variables set before searching the global variables set. All of the global variables are also passed in locally to be minifier friendly. `undefined` can be passed in locally, because it is not a reserved word in JavaScript.
+ (function($, window, document, undefined) {
+
+ // ECMAScript 5 Strict Mode: [John Resig Blog Post](http://ejohn.org/blog/ecmascript-5-strict-mode-json-and-more/)
+ "use strict";
+
+ var tocClassName = "tocify",
+ tocClass = "." + tocClassName,
+ tocFocusClassName = "tocify-focus",
+ tocHoverClassName = "tocify-hover",
+ hideTocClassName = "tocify-hide",
+ hideTocClass = "." + hideTocClassName,
+ headerClassName = "tocify-header",
+ headerClass = "." + headerClassName,
+ subheaderClassName = "tocify-subheader",
+ subheaderClass = "." + subheaderClassName,
+ itemClassName = "tocify-item",
+ itemClass = "." + itemClassName,
+ extendPageClassName = "tocify-extend-page",
+ extendPageClass = "." + extendPageClassName;
+
+ // Calling the jQueryUI Widget Factory Method
+ $.widget("toc.tocify", {
+
+ //Plugin version
+ version: "1.9.1",
+
+ // These options will be used as defaults
+ options: {
+
+ // **context**: Accepts String: Any jQuery selector
+ // The container element that holds all of the elements used to generate the table of contents
+ context: "body",
+
+ // **ignoreSelector**: Accepts String: Any jQuery selector
+ // A selector to any element that would be matched by selectors that you wish to be ignored
+ ignoreSelector: null,
+
+ // **selectors**: Accepts an Array of Strings: Any jQuery selectors
+ // The element's used to generate the table of contents. The order is very important since it will determine the table of content's nesting structure
+ selectors: "h1, h2, h3",
+
+ // **showAndHide**: Accepts a boolean: true or false
+ // Used to determine if elements should be shown and hidden
+ showAndHide: true,
+
+ // **showEffect**: Accepts String: "none", "fadeIn", "show", or "slideDown"
+ // Used to display any of the table of contents nested items
+ showEffect: "slideDown",
+
+ // **showEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+ // The time duration of the show animation
+ showEffectSpeed: "medium",
+
+ // **hideEffect**: Accepts String: "none", "fadeOut", "hide", or "slideUp"
+ // Used to hide any of the table of contents nested items
+ hideEffect: "slideUp",
+
+ // **hideEffectSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+ // The time duration of the hide animation
+ hideEffectSpeed: "medium",
+
+ // **smoothScroll**: Accepts a boolean: true or false
+ // Determines if a jQuery animation should be used to scroll to specific table of contents items on the page
+ smoothScroll: true,
+
+ // **smoothScrollSpeed**: Accepts Number (milliseconds) or String: "slow", "medium", or "fast"
+ // The time duration of the smoothScroll animation
+ smoothScrollSpeed: "medium",
+
+ // **scrollTo**: Accepts Number (pixels)
+ // The amount of space between the top of page and the selected table of contents item after the page has been scrolled
+ scrollTo: 0,
+
+ // **showAndHideOnScroll**: Accepts a boolean: true or false
+ // Determines if table of contents nested items should be shown and hidden while scrolling
+ showAndHideOnScroll: true,
+
+ // **highlightOnScroll**: Accepts a boolean: true or false
+ // Determines if table of contents nested items should be highlighted (set to a different color) while scrolling
+ highlightOnScroll: true,
+
+ // **highlightOffset**: Accepts a number
+ // The offset distance in pixels to trigger the next active table of contents item
+ highlightOffset: 40,
+
+ // **theme**: Accepts a string: "bootstrap", "jqueryui", or "none"
+ // Determines if Twitter Bootstrap, jQueryUI, or Tocify classes should be added to the table of contents
+ theme: "bootstrap",
+
+ // **extendPage**: Accepts a boolean: true or false
+ // If a user scrolls to the bottom of the page and the page is not tall enough to scroll to the last table of contents item, then the page height is increased
+ extendPage: true,
+
+ // **extendPageOffset**: Accepts a number: pixels
+ // How close to the bottom of the page a user must scroll before the page is extended
+ extendPageOffset: 100,
+
+ // **history**: Accepts a boolean: true or false
+ // Adds a hash to the page url to maintain history
+ history: true,
+
+ // **scrollHistory**: Accepts a boolean: true or false
+ // Adds a hash to the page url, to maintain history, when scrolling to a TOC item
+ scrollHistory: false,
+
+ // **hashGenerator**: How the hash value (the anchor segment of the URL, following the
+ // # character) will be generated.
+ //
+ // "compact" (default) - #CompressesEverythingTogether
+ // "pretty" - #looks-like-a-nice-url-and-is-easily-readable
+ // function(text, element){} - Your own hash generation function that accepts the text as an
+ // argument, and returns the hash value.
+ hashGenerator: "compact",
+
+ // **highlightDefault**: Accepts a boolean: true or false
+ // Set's the first TOC item as active if no other TOC item is active.
+ highlightDefault: true
+
+ },
+
+ // _Create
+ // -------
+ // Constructs the plugin. Only called once.
+ _create: function() {
+
+ var self = this;
+
+ self.extendPageScroll = true;
+
+ // Internal array that keeps track of all TOC items (Helps to recognize if there are duplicate TOC item strings)
+ self.items = [];
+
+ // Generates the HTML for the dynamic table of contents
+ self._generateToc();
+
+ // Adds CSS classes to the newly generated table of contents HTML
+ self._addCSSClasses();
+
+ self.webkit = (function() {
+
+ for (var prop in window) {
+
+ if (prop) {
+
+ if (prop.toLowerCase().indexOf("webkit") !== -1) {
+
+ return true;
+
+ }
+
+ }
+
+ }
+
+ return false;
+
+ }());
+
+ // Adds jQuery event handlers to the newly generated table of contents
+ self._setEventHandlers();
+
+ // Binding to the Window load event to make sure the correct scrollTop is calculated
+ $(window).on("load", function() {
+
+ // Sets the active TOC item
+ self._setActiveElement(true);
+
+ // Once all animations on the page are complete, this callback function will be called
+ $("html, body").promise().done(function() {
+
+ setTimeout(function() {
+
+ self.extendPageScroll = false;
+
+ }, 0);
+
+ });
+
+ });
+
+ },
+
+ // _generateToc
+ // ------------
+ // Generates the HTML for the dynamic table of contents
+ _generateToc: function() {
+
+ // _Local variables_
+
+ // Stores the plugin context in the self variable
+ var self = this,
+
+ // All of the HTML tags found within the context provided (i.e. body) that match the top level jQuery selector above
+ firstElem,
+
+ // Instantiated variable that will store the top level newly created unordered list DOM element
+ ul,
+ ignoreSelector = self.options.ignoreSelector;
+
+
+ // Determine the element to start the toc with
+ // get all the top level selectors
+ firstElem = [];
+ var selectors = this.options.selectors.replace(/ /g, "").split(",");
+ // find the first set that have at least one non-ignored element
+ for(var i = 0; i < selectors.length; i++) {
+ var foundSelectors = $(this.options.context).find(selectors[i]);
+ for (var s = 0; s < foundSelectors.length; s++) {
+ if (!$(foundSelectors[s]).is(ignoreSelector)) {
+ firstElem = foundSelectors;
+ break;
+ }
+ }
+ if (firstElem.length> 0)
+ break;
+ }
+
+ if (!firstElem.length) {
+
+ self.element.addClass(hideTocClassName);
+
+ return;
+
+ }
+
+ self.element.addClass(tocClassName);
+
+ // Loops through each top level selector
+ firstElem.each(function(index) {
+
+ //If the element matches the ignoreSelector then we skip it
+ if ($(this).is(ignoreSelector)) {
+ return;
+ }
+
+ // Creates an unordered list HTML element and adds a dynamic ID and standard class name
+ ul = $("<ul/>", {
+ "id": headerClassName + index,
+ "class": headerClassName
+ }).
+
+ // Appends a top level list item HTML element to the previously created HTML header
+ append(self._nestElements($(this), index));
+
+ // Add the created unordered list element to the HTML element calling the plugin
+ self.element.append(ul);
+
+ // Finds all of the HTML tags between the header and subheader elements
+ $(this).nextUntil(this.nodeName.toLowerCase()).each(function() {
+
+ // If there are no nested subheader elemements
+ if ($(this).find(self.options.selectors).length === 0) {
+
+ // Loops through all of the subheader elements
+ $(this).filter(self.options.selectors).each(function() {
+
+ //If the element matches the ignoreSelector then we skip it
+ if ($(this).is(ignoreSelector)) {
+ return;
+ }
+
+ self._appendSubheaders.call(this, self, ul);
+
+ });
+
+ }
+
+ // If there are nested subheader elements
+ else {
+
+ // Loops through all of the subheader elements
+ $(this).find(self.options.selectors).each(function() {
+
+ //If the element matches the ignoreSelector then we skip it
+ if ($(this).is(ignoreSelector)) {
+ return;
+ }
+
+ self._appendSubheaders.call(this, self, ul);
+
+ });
+
+ }
+
+ });
+
+ });
+
+ },
+
+ _setActiveElement: function(pageload) {
+
+ var self = this,
+
+ hash = window.location.hash.substring(1),
+
+ elem = self.element.find('li[data-unique="' + hash + '"]');
+
+ if (hash.length) {
+
+ // Removes highlighting from all of the list item's
+ self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+ // Highlights the current list item that was clicked
+ elem.addClass(self.focusClass);
+
+ // Triggers the click event on the currently focused TOC item
+ elem.click();
+
+ } else {
+
+ // Removes highlighting from all of the list item's
+ self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+ if (!hash.length && pageload && self.options.highlightDefault) {
+
+ // Highlights the first TOC item if no other items are highlighted
+ self.element.find(itemClass).first().addClass(self.focusClass);
+
+ }
+
+ }
+
+ return self;
+
+ },
+
+ // _nestElements
+ // -------------
+ // Helps create the table of contents list by appending nested list items
+ _nestElements: function(self, index) {
+
+ var arr, item, hashValue;
+
+ arr = $.grep(this.items, function(item) {
+
+ return item === self.text();
+
+ });
+
+ // If there is already a duplicate TOC item
+ if (arr.length) {
+
+ // Adds the current TOC item text and index (for slight randomization) to the internal array
+ this.items.push(self.text() + index);
+
+ }
+
+ // If there not a duplicate TOC item
+ else {
+
+ // Adds the current TOC item text to the internal array
+ this.items.push(self.text());
+
+ }
+
+ hashValue = this._generateHashValue(arr, self, index);
+
+ // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
+ item = $("<li/>", {
+
+ // Sets a common class name to the list item
+ "class": itemClassName,
+
+ "data-unique": hashValue
+
+ });
+
+ if (this.options.theme !== "bootstrap3") {
+
+ item.append($("<a/>", {
+
+ "html": self.html()
+
+ }));
+
+ } else {
+
+ item.html(self.html());
+
+ }
+
+ // Adds an HTML anchor tag before the currently traversed HTML element
+ self.before($("<div/>", {
+
+ // Sets a name attribute on the anchor tag to the text of the currently traversed HTML element (also making sure that all whitespace is replaced with an underscore)
+ "name": hashValue,
+
+ "data-unique": hashValue
+
+ }));
+
+ return item;
+
+ },
+
+ // _generateHashValue
+ // ------------------
+ // Generates the hash value that will be used to refer to each item.
+ _generateHashValue: function(arr, self, index) {
+
+ var hashValue = "",
+ hashGeneratorOption = this.options.hashGenerator;
+
+ if (hashGeneratorOption === "pretty") {
+
+ // prettify the text
+ hashValue = self.text().toLowerCase().replace(/\s/g, "-");
+
+ // fix double hyphens
+ while (hashValue.indexOf("--") > -1) {
+ hashValue = hashValue.replace(/--/g, "-");
+ }
+
+ // fix colon-space instances
+ while (hashValue.indexOf(":-") > -1) {
+ hashValue = hashValue.replace(/:-/g, "-");
+ }
+
+ } else if (typeof hashGeneratorOption === "function") {
+
+ // call the function
+ hashValue = hashGeneratorOption(self.text(), self);
+
+ } else {
+
+ // compact - the default
+ hashValue = self.text().replace(/\s/g, "");
+
+ }
+
+ // add the index if we need to
+ if (arr.length) {
+ hashValue += "" + index;
+ }
+
+ // return the value
+ return hashValue;
+
+ },
+
+ // _appendElements
+ // ---------------
+ // Helps create the table of contents list by appending subheader elements
+
+ _appendSubheaders: function(self, ul) {
+
+ // The current element index
+ var index = $(this).index(self.options.selectors),
+
+ // Finds the previous header DOM element
+ previousHeader = $(self.options.selectors).eq(index - 1),
+
+ currentTagName = +$(this).prop("tagName").charAt(1),
+
+ previousTagName = +previousHeader.prop("tagName").charAt(1),
+
+ lastSubheader;
+
+ // If the current header DOM element is smaller than the previous header DOM element or the first subheader
+ if (currentTagName < previousTagName) {
+
+ // Selects the last unordered list HTML found within the HTML element calling the plugin
+ self.element.find(subheaderClass + "[data-tag=" + currentTagName + "]").last().append(self._nestElements($(this), index));
+
+ }
+
+ // If the current header DOM element is the same type of header(eg. h4) as the previous header DOM element
+ else if (currentTagName === previousTagName) {
+
+ ul.find(itemClass).last().after(self._nestElements($(this), index));
+
+ } else {
+
+ // Selects the last unordered list HTML found within the HTML element calling the plugin
+ ul.find(itemClass).last().
+
+ // Appends an unorderedList HTML element to the dynamic `unorderedList` variable and sets a common class name
+ after($("<ul/>", {
+
+ "class": subheaderClassName,
+
+ "data-tag": currentTagName
+
+ })).next(subheaderClass).
+
+ // Appends a list item HTML element to the last unordered list HTML element found within the HTML element calling the plugin
+ append(self._nestElements($(this), index));
+ }
+
+ },
+
+ // _setEventHandlers
+ // ----------------
+ // Adds jQuery event handlers to the newly generated table of contents
+ _setEventHandlers: function() {
+
+ // _Local variables_
+
+ // Stores the plugin context in the self variable
+ var self = this,
+
+ // Instantiates a new variable that will be used to hold a specific element's context
+ $self,
+
+ // Instantiates a new variable that will be used to determine the smoothScroll animation time duration
+ duration;
+
+ // Event delegation that looks for any clicks on list item elements inside of the HTML element calling the plugin
+ this.element.on("click.tocify", "li", function(event) {
+
+ if (self.options.history) {
+
+ window.location.hash = $(this).attr("data-unique");
+
+ }
+
+ // Removes highlighting from all of the list item's
+ self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+ // Highlights the current list item that was clicked
+ $(this).addClass(self.focusClass);
+
+ // If the showAndHide option is true
+ if (self.options.showAndHide) {
+
+ var elem = $('li[data-unique="' + $(this).attr("data-unique") + '"]');
+
+ self._triggerShow(elem);
+
+ }
+
+ self._scrollTo($(this));
+
+ });
+
+ // Mouseenter and Mouseleave event handlers for the list item's within the HTML element calling the plugin
+ this.element.find("li").on({
+
+ // Mouseenter event handler
+ "mouseenter.tocify": function() {
+
+ // Adds a hover CSS class to the current list item
+ $(this).addClass(self.hoverClass);
+
+ // Makes sure the cursor is set to the pointer icon
+ $(this).css("cursor", "pointer");
+
+ },
+
+ // Mouseleave event handler
+ "mouseleave.tocify": function() {
+
+ if (self.options.theme !== "bootstrap") {
+
+ // Removes the hover CSS class from the current list item
+ $(this).removeClass(self.hoverClass);
+
+ }
+
+ }
+ });
+
+ // only attach handler if needed (expensive in IE)
+ if (self.options.extendPage || self.options.highlightOnScroll || self.options.scrollHistory || self.options.showAndHideOnScroll) {
+ // Window scroll event handler
+ $(window).on("scroll.tocify", function() {
+
+ // Once all animations on the page are complete, this callback function will be called
+ $("html, body").promise().done(function() {
+
+ // Local variables
+
+ // Stores how far the user has scrolled
+ var winScrollTop = $(window).scrollTop(),
+
+ // Stores the height of the window
+ winHeight = $(window).height(),
+
+ // Stores the height of the document
+ docHeight = $(document).height(),
+
+ scrollHeight = $("body")[0].scrollHeight,
+
+ // Instantiates a variable that will be used to hold a selected HTML element
+ elem,
+
+ lastElem,
+
+ lastElemOffset,
+
+ currentElem;
+
+ if (self.options.extendPage) {
+
+ // If the user has scrolled to the bottom of the page and the last toc item is not focused
+ if ((self.webkit && winScrollTop >= scrollHeight - winHeight - self.options.extendPageOffset) || (!self.webkit && winHeight + winScrollTop > docHeight - self.options.extendPageOffset)) {
+
+ if (!$(extendPageClass).length) {
+
+ lastElem = $('div[data-unique="' + $(itemClass).last().attr("data-unique") + '"]');
+
+ if (!lastElem.length) return;
+
+ // Gets the top offset of the page header that is linked to the last toc item
+ lastElemOffset = lastElem.offset().top;
+
+ // Appends a div to the bottom of the page and sets the height to the difference of the window scrollTop and the last element's position top offset
+ $(self.options.context).append($("<div/>", {
+
+ "class": extendPageClassName,
+
+ "height": Math.abs(lastElemOffset - winScrollTop) + "px",
+
+ "data-unique": extendPageClassName
+
+ }));
+
+ if (self.extendPageScroll) {
+
+ currentElem = self.element.find('li.' + self.focusClass);
+
+ self._scrollTo($('div[data-unique="' + currentElem.attr("data-unique") + '"]'));
+
+ }
+
+ }
+
+ }
+
+ }
+
+ // The zero timeout ensures the following code is run after the scroll events
+ setTimeout(function() {
+
+ // _Local variables_
+
+ // Stores the distance to the closest anchor
+ var closestAnchorDistance = null,
+
+ // Stores the index of the closest anchor
+ closestAnchorIdx = null,
+
+ // Keeps a reference to all anchors
+ anchors = $(self.options.context).find("div[data-unique]"),
+
+ anchorText;
+
+ // Determines the index of the closest anchor
+ anchors.each(function(idx) {
+ var distance = Math.abs(($(this).next().length ? $(this).next() : $(this)).offset().top - winScrollTop - self.options.highlightOffset);
+ if (closestAnchorDistance == null || distance < closestAnchorDistance) {
+ closestAnchorDistance = distance;
+ closestAnchorIdx = idx;
+ } else {
+ return false;
+ }
+ });
+
+ anchorText = $(anchors[closestAnchorIdx]).attr("data-unique");
+
+ // Stores the list item HTML element that corresponds to the currently traversed anchor tag
+ elem = $('li[data-unique="' + anchorText + '"]');
+
+ // If the `highlightOnScroll` option is true and a next element is found
+ if (self.options.highlightOnScroll && elem.length) {
+
+ // Removes highlighting from all of the list item's
+ self.element.find("." + self.focusClass).removeClass(self.focusClass);
+
+ // Highlights the corresponding list item
+ elem.addClass(self.focusClass);
+
+ }
+
+ if (self.options.scrollHistory) {
+
+ if (window.location.hash !== "#" + anchorText) {
+
+ window.location.replace("#" + anchorText);
+
+ }
+ }
+
+ // If the `showAndHideOnScroll` option is true
+ if (self.options.showAndHideOnScroll && self.options.showAndHide) {
+
+ self._triggerShow(elem, true);
+
+ }
+
+ }, 0);
+
+ });
+
+ });
+ }
+
+ },
+
+ // Show
+ // ----
+ // Opens the current sub-header
+ show: function(elem, scroll) {
+
+ // Stores the plugin context in the `self` variable
+ var self = this,
+ element = elem;
+
+ // If the sub-header is not already visible
+ if (!elem.is(":visible")) {
+
+ // If the current element does not have any nested subheaders, is not a header, and its parent is not visible
+ if (!elem.find(subheaderClass).length && !elem.parent().is(headerClass) && !elem.parent().is(":visible")) {
+
+ // Sets the current element to all of the subheaders within the current header
+ elem = elem.parents(subheaderClass).add(elem);
+
+ }
+
+ // If the current element does not have any nested subheaders and is not a header
+ else if (!elem.children(subheaderClass).length && !elem.parent().is(headerClass)) {
+
+ // Sets the current element to the closest subheader
+ elem = elem.closest(subheaderClass);
+
+ }
+
+ //Determines what jQuery effect to use
+ switch (self.options.showEffect) {
+
+ //Uses `no effect`
+ case "none":
+
+ elem.show();
+
+ break;
+
+ //Uses the jQuery `show` special effect
+ case "show":
+
+ elem.show(self.options.showEffectSpeed);
+
+ break;
+
+ //Uses the jQuery `slideDown` special effect
+ case "slideDown":
+
+ elem.slideDown(self.options.showEffectSpeed);
+
+ break;
+
+ //Uses the jQuery `fadeIn` special effect
+ case "fadeIn":
+
+ elem.fadeIn(self.options.showEffectSpeed);
+
+ break;
+
+ //If none of the above options were passed, then a `jQueryUI show effect` is expected
+ default:
+
+ elem.show();
+
+ break;
+
+ }
+
+ }
+
+ // If the current subheader parent element is a header
+ if (elem.parent().is(headerClass)) {
+
+ // Hides all non-active sub-headers
+ self.hide($(subheaderClass).not(elem));
+
+ }
+
+ // If the current subheader parent element is not a header
+ else {
+
+ // Hides all non-active sub-headers
+ self.hide($(subheaderClass).not(elem.closest(headerClass).find(subheaderClass).not(elem.siblings())));
+
+ }
+
+ // Maintains chainablity
+ return self;
+
+ },
+
+ // Hide
+ // ----
+ // Closes the current sub-header
+ hide: function(elem) {
+
+ // Stores the plugin context in the `self` variable
+ var self = this;
+
+ //Determines what jQuery effect to use
+ switch (self.options.hideEffect) {
+
+ // Uses `no effect`
+ case "none":
+
+ elem.hide();
+
+ break;
+
+ // Uses the jQuery `hide` special effect
+ case "hide":
+
+ elem.hide(self.options.hideEffectSpeed);
+
+ break;
+
+ // Uses the jQuery `slideUp` special effect
+ case "slideUp":
+
+ elem.slideUp(self.options.hideEffectSpeed);
+
+ break;
+
+ // Uses the jQuery `fadeOut` special effect
+ case "fadeOut":
+
+ elem.fadeOut(self.options.hideEffectSpeed);
+
+ break;
+
+ // If none of the above options were passed, then a `jqueryUI hide effect` is expected
+ default:
+
+ elem.hide();
+
+ break;
+
+ }
+
+ // Maintains chainablity
+ return self;
+ },
+
+ // _triggerShow
+ // ------------
+ // Determines what elements get shown on scroll and click
+ _triggerShow: function(elem, scroll) {
+
+ var self = this;
+
+ // If the current element's parent is a header element or the next element is a nested subheader element
+ if (elem.parent().is(headerClass) || elem.next().is(subheaderClass)) {
+
+ // Shows the next sub-header element
+ self.show(elem.next(subheaderClass), scroll);
+
+ }
+
+ // If the current element's parent is a subheader element
+ else if (elem.parent().is(subheaderClass)) {
+
+ // Shows the parent sub-header element
+ self.show(elem.parent(), scroll);
+
+ }
+
+ // Maintains chainability
+ return self;
+
+ },
+
+ // _addCSSClasses
+ // --------------
+ // Adds CSS classes to the newly generated table of contents HTML
+ _addCSSClasses: function() {
+
+ // If the user wants a jqueryUI theme
+ if (this.options.theme === "jqueryui") {
+
+ this.focusClass = "ui-state-default";
+
+ this.hoverClass = "ui-state-hover";
+
+ //Adds the default styling to the dropdown list
+ this.element.addClass("ui-widget").find(".toc-title").addClass("ui-widget-header").end().find("li").addClass("ui-widget-content");
+
+ }
+
+ // If the user wants a twitterBootstrap theme
+ else if (this.options.theme === "bootstrap") {
+
+ this.element.find(headerClass + "," + subheaderClass).addClass("nav nav-list");
+
+ this.focusClass = "active";
+
+ }
+
+ // If the user wants a twitterBootstrap theme
+ else if (this.options.theme === "bootstrap3") {
+
+ this.element.find(headerClass + "," + subheaderClass).addClass("list-group");
+
+ this.element.find(itemClass).addClass("list-group-item");
+
+ this.focusClass = "active";
+
+ }
+
+ // If a user does not want a prebuilt theme
+ else {
+
+ // Adds more neutral classes (instead of jqueryui)
+
+ this.focusClass = tocFocusClassName;
+
+ this.hoverClass = tocHoverClassName;
+
+ }
+
+ //Maintains chainability
+ return this;
+
+ },
+
+ // setOption
+ // ---------
+ // Sets a single Tocify option after the plugin is invoked
+ setOption: function() {
+
+ // Calls the jQueryUI Widget Factory setOption method
+ $.Widget.prototype._setOption.apply(this, arguments);
+
+ },
+
+ // setOptions
+ // ----------
+ // Sets a single or multiple Tocify options after the plugin is invoked
+ setOptions: function() {
+
+ // Calls the jQueryUI Widget Factory setOptions method
+ $.Widget.prototype._setOptions.apply(this, arguments);
+
+ },
+
+ // _scrollTo
+ // ---------
+ // Scrolls to a specific element
+ _scrollTo: function(elem) {
+
+ var self = this,
+ duration = self.options.smoothScroll || 0,
+ scrollTo = self.options.scrollTo,
+ currentDiv = $('div[data-unique="' + elem.attr("data-unique") + '"]');
+
+ if (!currentDiv.length) {
+
+ return self;
+
+ }
+
+ // Once all animations on the page are complete, this callback function will be called
+ $("html, body").promise().done(function() {
+
+ // Animates the html and body element scrolltops
+ $("html, body").animate({
+
+ // Sets the jQuery `scrollTop` to the top offset of the HTML div tag that matches the current list item's `data-unique` tag
+ "scrollTop": currentDiv.offset().top - ($.isFunction(scrollTo) ? scrollTo.call() : scrollTo) + "px"
+
+ }, {
+
+ // Sets the smoothScroll animation time duration to the smoothScrollSpeed option
+ "duration": duration
+
+ });
+
+ });
+
+ // Maintains chainability
+ return self;
+
+ }
+
+ });
+
+ })); //end of plugin
+</script>
+<script>
+
+/**
+ * jQuery Plugin: Sticky Tabs
+ *
+ * @author Aidan Lister <aidan@php.net>
+ * adapted by Ruben Arslan to activate parent tabs too
+ * http://www.aidanlister.com/2014/03/persisting-the-tab-state-in-bootstrap/
+ */
+(function($) {
+ "use strict";
+ $.fn.rmarkdownStickyTabs = function() {
+ var context = this;
+ // Show the tab corresponding with the hash in the URL, or the first tab
+ var showStuffFromHash = function() {
+ var hash = window.location.hash;
+ var selector = hash ? 'a[href="' + hash + '"]' : 'li.active > a';
+ var $selector = $(selector, context);
+ if($selector.data('toggle') === "tab") {
+ $selector.tab('show');
+ // walk up the ancestors of this element, show any hidden tabs
+ $selector.parents('.section.tabset').each(function(i, elm) {
+ var link = $('a[href="#' + $(elm).attr('id') + '"]');
+ if(link.data('toggle') === "tab") {
+ link.tab("show");
+ }
+ });
+ }
+ };
+
+
+ // Set the correct tab when the page loads
+ showStuffFromHash(context);
+
+ // Set the correct tab when a user uses their back/forward button
+ $(window).on('hashchange', function() {
+ showStuffFromHash(context);
+ });
+
+ // Change the URL when tabs are clicked
+ $('a', context).on('click', function(e) {
+ history.pushState(null, null, this.href);
+ showStuffFromHash(context);
+ });
+
+ return this;
+ };
+}(jQuery));
+
+window.buildTabsets = function(tocID) {
+
+ // build a tabset from a section div with the .tabset class
+ function buildTabset(tabset) {
+
+ // check for fade and pills options
+ var fade = tabset.hasClass("tabset-fade");
+ var pills = tabset.hasClass("tabset-pills");
+ var navClass = pills ? "nav-pills" : "nav-tabs";
+
+ // determine the heading level of the tabset and tabs
+ var match = tabset.attr('class').match(/level(\d) /);
+ if (match === null)
+ return;
+ var tabsetLevel = Number(match[1]);
+ var tabLevel = tabsetLevel + 1;
+
+ // find all subheadings immediately below
+ var tabs = tabset.find("div.section.level" + tabLevel);
+ if (!tabs.length)
+ return;
+
+ // create tablist and tab-content elements
+ var tabList = $('<ul class="nav ' + navClass + '" role="tablist"></ul>');
+ $(tabs[0]).before(tabList);
+ var tabContent = $('<div class="tab-content"></div>');
+ $(tabs[0]).before(tabContent);
+
+ // build the tabset
+ var activeTab = 0;
+ tabs.each(function(i) {
+
+ // get the tab div
+ var tab = $(tabs[i]);
+
+ // get the id then sanitize it for use with bootstrap tabs
+ var id = tab.attr('id');
+
+ // see if this is marked as the active tab
+ if (tab.hasClass('active'))
+ activeTab = i;
+
+ // remove any table of contents entries associated with
+ // this ID (since we'll be removing the heading element)
+ $("div#" + tocID + " li a[href='#" + id + "']").parent().remove();
+
+ // sanitize the id for use with bootstrap tabs
+ id = id.replace(/[.\/?&!#<>]/g, '').replace(/\s/g, '_');
+ tab.attr('id', id);
+
+ // get the heading element within it, grab it's text, then remove it
+ var heading = tab.find('h' + tabLevel + ':first');
+ var headingText = heading.html();
+ heading.remove();
+
+ // build and append the tab list item
+ var a = $('<a role="tab" data-toggle="tab">' + headingText + '</a>');
+ a.attr('href', '#' + id);
+ a.attr('aria-controls', id);
+ var li = $('<li role="presentation"></li>');
+ li.append(a);
+ tabList.append(li);
+
+ // set it's attributes
+ tab.attr('role', 'tabpanel');
+ tab.addClass('tab-pane');
+ tab.addClass('tabbed-pane');
+ if (fade)
+ tab.addClass('fade');
+
+ // move it into the tab content div
+ tab.detach().appendTo(tabContent);
+ });
+
+ // set active tab
+ $(tabList.children('li')[activeTab]).addClass('active');
+ var active = $(tabContent.children('div.section')[activeTab]);
+ active.addClass('active');
+ if (fade)
+ active.addClass('in');
+
+ if (tabset.hasClass("tabset-sticky"))
+ tabset.rmarkdownStickyTabs();
+ }
+
+ // convert section divs with the .tabset class to tabsets
+ var tabsets = $("div.section.tabset");
+ tabsets.each(function(i) {
+ buildTabset($(tabsets[i]));
+ });
+};
+
+</script>
+<script>
+window.initializeCodeFolding = function(show) {
+
+ // handlers for show-all and hide all
+ $("#rmd-show-all-code").click(function() {
+ $('div.r-code-collapse').each(function() {
+ $(this).collapse('show');
+ });
+ });
+ $("#rmd-hide-all-code").click(function() {
+ $('div.r-code-collapse').each(function() {
+ $(this).collapse('hide');
+ });
+ });
+
+ // index for unique code element ids
+ var currentIndex = 1;
+
+ // select all R code blocks
+ var rCodeBlocks = $('pre.r, pre.python, pre.bash, pre.sql, pre.cpp, pre.stan, pre.julia, pre.foldable');
+ rCodeBlocks.each(function() {
+ // skip if the block has fold-none class
+ if ($(this).hasClass('fold-none')) return;
+
+ // create a collapsable div to wrap the code in
+ var div = $('<div class="collapse r-code-collapse"></div>');
+ var showThis = (show || $(this).hasClass('fold-show')) && !$(this).hasClass('fold-hide');
+ var id = 'rcode-643E0F36' + currentIndex++;
+ div.attr('id', id);
+ $(this).before(div);
+ $(this).detach().appendTo(div);
+
+ // add a show code button right above
+ var showCodeText = $('<span>' + (showThis ? 'Hide' : 'Code') + '</span>');
+ var showCodeButton = $('<button type="button" class="btn btn-default btn-xs btn-secondary btn-sm code-folding-btn pull-right float-right"></button>');
+ showCodeButton.append(showCodeText);
+ showCodeButton
+ .attr('data-toggle', 'collapse')
+ .attr('data-bs-toggle', 'collapse') // BS5
+ .attr('data-target', '#' + id)
+ .attr('data-bs-target', '#' + id) // BS5
+ .attr('aria-expanded', showThis)
+ .attr('aria-controls', id);
+
+ var buttonRow = $('<div class="row"></div>');
+ var buttonCol = $('<div class="col-md-12"></div>');
+
+ buttonCol.append(showCodeButton);
+ buttonRow.append(buttonCol);
+
+ div.before(buttonRow);
+
+ // show the div if necessary
+ if (showThis) div.collapse('show');
+
+ // update state of button on show/hide
+ // * Change text
+ // * add a class for intermediate states styling
+ div.on('hide.bs.collapse', function () {
+ showCodeText.text('Code');
+ showCodeButton.addClass('btn-collapsing');
+ });
+ div.on('hidden.bs.collapse', function () {
+ showCodeButton.removeClass('btn-collapsing');
+ });
+ div.on('show.bs.collapse', function () {
+ showCodeText.text('Hide');
+ showCodeButton.addClass('btn-expanding');
+ });
+ div.on('shown.bs.collapse', function () {
+ showCodeButton.removeClass('btn-expanding');
+ });
+
+ });
+
+}
+</script>
+<style type="text/css">.hljs-literal {
+color: #990073;
+}
+.hljs-number {
+color: #099;
+}
+.hljs-comment {
+color: #998;
+font-style: italic;
+}
+.hljs-keyword {
+color: #900;
+font-weight: bold;
+}
+.hljs-string {
+color: #d14;
+}
+</style>
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+<h1 class="title toc-ignore">R tips and tricks</h1>
+<h4 class="author">Atelier Bioinfo/biostats #2</h4>
+<h4 class="date">Carine - 28/06/2022</h4>
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+details summary {
+ padding: 1em;
+ font-size: 12px;
+ color: #734434 ;
+}
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+<style type="text/css">
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+ border:4px;
+ border-style:solid;
+ border-color: #323232;
+ background-color: #c0c0c0;
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+ margin: 1em;
+ text-align: left ;
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+}
+</style>
+<div id="premiers-conseils-en-vracs" class="section level1" number="1">
+<h1><span class="header-section-number">1</span> Premiers conseils en
+vracs</h1>
+<p><img 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" /></p>
+<ul>
+<li><p>Google est votre ami</p>
+<ul>
+<li>Si votre problème vous semble “simple” :
+<ol style="list-style-type: decimal">
+<li>Plein d’autres personnes ont déjà rencontré votre problème</li>
+<li>l’une (ou plusieurs) d’entre elles a déjà posé la question sur un
+forum</li>
+<li>Des gentilles personnes ont répondu</li>
+</ol></li>
+</ul></li>
+<li><p>Il existe un grand nombre de tutoriels, si l’un de vous convient
+pas il faut changer !</p></li>
+<li><p>Toujours simplifier un problème en petits morceaux pour faciliter
+sa résolution et identifier le morceau problématique</p></li>
+<li><p>Si le problème persiste, faire un exemple <strong>simple</strong>
+pour reproduire le problème et demander de l’aide</p></li>
+<li><p>Autres suggestions ?</p></li>
+</ul>
+</div>
+<div id="des-rapports-automatisés-avec-rmarkdown-.rmd" class="section level1" number="2">
+<h1><span class="header-section-number">2</span> Des rapports
+automatisés avec Rmarkdown (.Rmd)</h1>
+<div id="en-bref-comment-ça-marche" class="section level2" number="2.1">
+<h2><span class="header-section-number">2.1</span> En bref, comment ça
+marche ?</h2>
+<p>Un document Rmarkdown permet de combiner :</p>
+<ul>
+<li>Du code à éxécuter (contenu dans des chunks)</li>
+<li>Du texte éditer au format markdown (A l’extérieur des chuncks)</li>
+</ul>
+<p>afin d’en faire une sortie élégante combinant, les résultats, le code
+et toutes les remarques que l’on souhaite.</p>
+<div class="cadre_exemple">
+<p>Créer un document Rmd et le compiler</p>
+</div>
+<p>Un tuto pour débuter : <a href="https://delladata.fr/guide-de-demarrage-en-r-markdown/" class="uri">https://delladata.fr/guide-de-demarrage-en-r-markdown/</a></p>
+</div>
+<div id="les-avantages-du-rmd-par-rapport-à-un-simple-script-.r" class="section level2" number="2.2">
+<h2><span class="header-section-number">2.2</span> Les avantages du Rmd
+par rapport à un simple script .R</h2>
+<ul>
+<li><p>Combiner dans un même document, code, resultats et
+commentaires</p></li>
+<li><p>Facilite la présentation des résultats (Tout est dans le même
+document)</p></li>
+<li><p>Conservation des résultats et du codes qui l’a généré à un
+instant t</p></li>
+<li><p>Permet une meilleure reproductibilité des analyses</p></li>
+<li><p>Permet de mélanger du code de différents languages (R, bash,
+python, …)</p></li>
+<li><p>Permet de garder les figures des chuncks précedents</p></li>
+<li><p>Autres suggestions ? Remarques ?</p></li>
+</ul>
+</div>
+<div id="le-tuto-pour-tout-tout-savoir" class="section level2" number="2.3">
+<h2><span class="header-section-number">2.3</span> LE tuto pour tout
+tout savoir</h2>
+<p><a href="https://bookdown.org/yihui/rmarkdown/" class="uri">https://bookdown.org/yihui/rmarkdown/</a></p>
+</div>
+<div id="les-chunks" class="section level2" number="2.4">
+<h2><span class="header-section-number">2.4</span> Les chunks</h2>
+<p>Il existe plein d’options pour :</p>
+<ul>
+<li>affiner les paramètres graphiques des figures</li>
+<li>afficher ou pas le chunck dans le document</li>
+<li>exécuter ou pas le chunck</li>
+<li>garder en cache le chunck</li>
+</ul>
+<p>Globalement, nommer les chuncks n’est pas utile.</p>
+<p>Un petit tuto : <a href="https://thinkr.fr/r-markdown-les-petits-trucs-qui-changent-la-vie/" class="uri">https://thinkr.fr/r-markdown-les-petits-trucs-qui-changent-la-vie/</a></p>
+<p>La liste complète des options: <a href="https://www.rstudio.com/wp-content/uploads/2015/03/rmarkdown-reference.pdf?_ga=2.248584133.355358020.1655975782-495527123.1646125530">ici</a></p>
+</div>
+<div id="ecrire-du-markdown-sans-connaitre-le-markdown" class="section level2" number="2.5">
+<h2><span class="header-section-number">2.5</span> Ecrire du markdown
+sans connaitre le markdown</h2>
+<p>Rstudio a créer une interface graphique pour éditer les documents
+.Rmd comme du “Word” ➙ à tester via le bouton <code>Visual`</code></p>
+<p><a href="https://bookdown.org/yihui/rmarkdown-cookbook/rstudio-visual.html" class="uri">https://bookdown.org/yihui/rmarkdown-cookbook/rstudio-visual.html</a></p>
+</div>
+<div id="passer-dun-script-r-à-un-rmd-automatiquement-et-vis-versa" class="section level2" number="2.6">
+<h2><span class="header-section-number">2.6</span> Passer d’un script R
+à un Rmd automatiquement et vis versa</h2>
+<div id="r---rmd-knitrspinfilename.r" class="section level3" number="2.6.1">
+<h3><span class="header-section-number">2.6.1</span> R -> Rmd
+(<code>knitr::spin(filename.R)</code>)</h3>
+<p><a href="https://bookdown.org/yihui/rmarkdown-cookbook/spin.html" class="uri">https://bookdown.org/yihui/rmarkdown-cookbook/spin.html</a></p>
+</div>
+<div id="rmd---r-knitrspinfilename.rmd" class="section level3" number="2.6.2">
+<h3><span class="header-section-number">2.6.2</span> Rmd -> R
+(<code>knitr::spin(filename.Rmd)</code>)</h3>
+<p><a href="https://bookdown.org/yihui/rmarkdown-cookbook/purl.html" class="uri">https://bookdown.org/yihui/rmarkdown-cookbook/purl.html</a></p>
+</div>
+</div>
+<div id="executer-un-script-rmd-sans-rstudio" class="section level2" number="2.7">
+<h2><span class="header-section-number">2.7</span> Executer un script
+Rmd sans Rstudio</h2>
+<pre class="r"><code>#Dans une console R
+rmarkdown::render("filename.Rmd")</code></pre>
+</div>
+<div id="créer-des-documents-intéractifs-et-élégants-avec-la-sortie-html" class="section level2" number="2.8">
+<h2><span class="header-section-number">2.8</span> Créer des documents
+intéractifs et “élégants” (avec la sortie html)</h2>
+<div id="ajouter-un-plan-interactif" class="section level3" number="2.8.1">
+<h3><span class="header-section-number">2.8.1</span> Ajouter un plan
+interactif</h3>
+<p><a href="https://bookdown.org/yihui/rmarkdown/html-document.html#table-of-contents" class="uri">https://bookdown.org/yihui/rmarkdown/html-document.html#table-of-contents</a></p>
+</div>
+<div id="ajouter-des-fonctionnalités-interactives-avec-du-css-seulement-si-loutput-est-un-document-html" class="section level3" number="2.8.2">
+<h3><span class="header-section-number">2.8.2</span> Ajouter des
+fonctionnalités interactives avec du css (Seulement si l’output est un
+document html)</h3>
+<div id="cacherafficher" class="section level4" number="2.8.2.1">
+<h4><span class="header-section-number">2.8.2.1</span>
+Cacher/afficher</h4>
+<p>L’élément HTML <code><details></code> est utilisé comme un
+outil permettant de révéler une information. Un résumé ou un intitulé
+peuvent être fournis grâce à un élément
+<code><summary></code>.</p>
+<pre class="css"><code>details summary {
+ padding: 1em;
+ font-size: 12px;
+ color: #734434 ;
+}</code></pre>
+<style type="text/css">
+details summary {
+ padding: 1em;
+ font-size: 12px;
+ color: #734434 ;
+}
+</style>
+<details>
+<summary>
+<p>Des choses à découvrir ou à cacher</p>
+</summary>
+<p>
+<p>Des précisions ou bien des chuncks cachés</p>
+<pre class="r"><code>make_plot <- function() {
+ [...]
+}</code></pre>
+</p>
+</details>
+</div>
+<div id="faire-des-cadres-de-couleurs" class="section level4" number="2.8.2.2">
+<h4><span class="header-section-number">2.8.2.2</span> Faire des cadres
+de couleurs</h4>
+<pre class="css"><code>.cadre_rouge{
+ border:4px;
+ border-style:solid;
+ border-color: #8d354f;
+ background-color: #eeb17c;
+ padding: 1em;
+ margin: 1em;
+ text-align: left ;
+ border-radius : 10px;
+}</code></pre>
+<style type="text/css">
+.cadre_rouge{
+ border:4px;
+ border-style:solid;
+ border-color: #8d354f;
+ background-color: #eeb17c;
+ padding: 1em;
+ margin: 1em;
+ text-align: left ;
+ border-radius : 10px;
+}
+</style>
+<div class="cadre_rouge">
+<p><strong>test</strong></p>
+<ul>
+<li>dqfdsdqf</li>
+<li>dsqfsqf</li>
+<li>qsfdfsqf</li>
+</ul>
+</div>
+</div>
+</div>
+</div>
+<div id="utiliser-des-templates-pour-avoir-des-rendus-sympathiques-sans-suer" class="section level2" number="2.9">
+<h2><span class="header-section-number">2.9</span> Utiliser des
+templates pour avoir des rendus sympathiques sans suer</h2>
+<ul>
+<li><p>Présentation Beamer, powerpoint, …</p></li>
+<li><p>Dashboard (<a href="https://pkgs.rstudio.com/flexdashboard/articles/examples.html" class="uri">https://pkgs.rstudio.com/flexdashboard/articles/examples.html</a>)</p></li>
+</ul>
+<pre class="r"><code>install.packages('flexdashboard')</code></pre>
+<ul>
+<li>Tufte document (<a href="https://rstudio.github.io/tufte/" class="uri">https://rstudio.github.io/tufte/</a>)</li>
+</ul>
+<pre class="r"><code>install.packages('tufte')</code></pre>
+<ul>
+<li>Template d’articles (<a href="https://github.com/rstudio/rticles" class="uri">https://github.com/rstudio/rticles</a>)</li>
+</ul>
+<pre class="r"><code>install.packages('rticles')</code></pre>
+</div>
+</div>
+<div id="sauvegarder-undes-objets-dans-r" class="section level1" number="3">
+<h1><span class="header-section-number">3</span> Sauvegarder un/des
+objet(s) dans R</h1>
+<p>Si vous avez un bout de code long à exécuter pour obtenir une table
+ou un objet et que vous voulez conserver votre code reproductible et
+transportable.</p>
+<ol style="list-style-type: decimal">
+<li>Enregistrer le tableau puis le réexécuter seulement si le fichier
+n’existe pas</li>
+</ol>
+<pre class="r"><code>if (! file.exists("data/big_file_to_build.tsv")) {
+ #Big files to download or to build
+ df_big <- [...]
+ write.tsv(df_big,"data/big_file_to_build.tsv")
+} else {
+ df_big <- read_tsv("data/big_file_to_build.tsv")
+}</code></pre>
+<ol start="2" style="list-style-type: decimal">
+<li>Enregister directement le ou les objets R</li>
+</ol>
+<pre class="r"><code>if (! file.exists("big_files_to_build.Rdata")) {
+ #Big files to download or to build
+ df_big <- [...]
+ df_big2 <- [...]
+ save(df_big,df_big2,file="big_files_to_build.Rdata")
+} else {
+ load("big_files_to_build.Rdata")
+}</code></pre>
+<p>Tuto pour sauvegarder un objet : <a href="https://www.r-bloggers.com/2019/05/how-to-save-and-load-datasets-in-r-an-overview/" class="uri">https://www.r-bloggers.com/2019/05/how-to-save-and-load-datasets-in-r-an-overview/</a></p>
+</div>
+<div id="instalation-des-packages-en-début-de-scripts-seulement-si-nécessaire" class="section level1" number="4">
+<h1><span class="header-section-number">4</span> Instalation des
+packages en début de scripts seulement si nécessaire</h1>
+<p>Pour gadrer votre code transportable et reproductible il faut parfois
+s’assurer que les packages que l’on utilise soit disponible sur la
+machine ou les installer.</p>
+<pre class="r"><code>if (!requireNamespace("ggplot2", quietly = T))
+ install.packages("ggplot2")
+
+library(ggplot2)</code></pre>
+</div>
+<div id="les-boucles-dans-r-for-apply" class="section level1" number="5">
+<h1><span class="header-section-number">5</span> Les boucles dans R
+(for, apply)</h1>
+<p>Tout d’abord, démystifions le mythe: les boucles for ne sont pas plus
+lentes que les boucles lapply. Cela va dépendre du contexte.</p>
+<p>Cependant pour la lisibilité du code et pour son écriture, lorsque
+l’on veut itérer sur des listes d’arguments indépendants, les boucles
+lapply/sapply sont plus pratiques que les boucles for.</p>
+<p>(Mais parfois une boucle for est plus simple à écrire.)</p>
+<div id="les-boucles-for" class="section level2" number="5.1">
+<h2><span class="header-section-number">5.1</span> Les boucles for</h2>
+<pre class="r"><code># Empty list to stck output
+res_list = list()
+
+# Vector
+arguments_list <- rnorm(5, 1,1)
+
+i=1
+for(arg in arguments_list) {
+ res_list[[i]] <- arg ^ 3
+ i=i+1
+}
+
+res_list</code></pre>
+<pre><code>## [[1]]
+## [1] 2.286517
+##
+## [[2]]
+## [1] 0.1241522
+##
+## [[3]]
+## [1] -4.807494
+##
+## [[4]]
+## [1] -0.07111893
+##
+## [[5]]
+## [1] 6.609874</code></pre>
+</div>
+<div id="les-boucles-lapply" class="section level2" number="5.2">
+<h2><span class="header-section-number">5.2</span> Les boucles
+lapply</h2>
+<pre class="r"><code>#l'output est une liste
+res_list2 = lapply(arguments_list, function(arg) {arg ^ 3})
+res_list2</code></pre>
+<pre><code>## [[1]]
+## [1] 2.286517
+##
+## [[2]]
+## [1] 0.1241522
+##
+## [[3]]
+## [1] -4.807494
+##
+## [[4]]
+## [1] -0.07111893
+##
+## [[5]]
+## [1] 6.609874</code></pre>
+</div>
+<div id="les-boucles-sapplylapply" class="section level2" number="5.3">
+<h2><span class="header-section-number">5.3</span> Les boucles
+sapply/lapply</h2>
+<pre class="r"><code>#l'output est un vecteur
+res_list3 = sapply(arguments_list, function(arg) {arg ^ 3})
+res_list3</code></pre>
+<pre><code>## [1] 2.28651679 0.12415223 -4.80749381 -0.07111893 6.60987359</code></pre>
+</div>
+</div>
+<div id="la-parralélisation-simple-avec-r" class="section level1" number="6">
+<h1><span class="header-section-number">6</span> La parralélisation
+simple avec R</h1>
+<p>Parfois nous avons besoin de paralléliser son code pour des gains de
+temps.</p>
+<p>J’utilise quasi sytématiquemnet la fonction <code>parLapply</code> du
+package <code>parallel</code> qui me permet d’exécuter un boucle
+<code>lapply</code> en parallèle.</p>
+<p>Exemple :</p>
+<pre class="r"><code>library(parallel)
+
+function_to_run_in_parallel = function(arg) {arg ^ 3}
+arguments_list <- rnorm(5000000, 1,1)
+
+start_time <- Sys.time()
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list = parLapply(clus, arguments_list, function_to_run_in_parallel)
+
+stopCluster(clus)
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)</code></pre>
+<pre><code>## Time difference of 2.600084 secs</code></pre>
+<details>
+<summary>
+<p>Comparaison avec lapply et for</p>
+</summary>
+<pre class="r"><code>start_time <- Sys.time()
+
+results_list = lapply(arguments_list, function_to_run_in_parallel)
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)</code></pre>
+<pre><code>## Time difference of 4.058037 secs</code></pre>
+<pre class="r"><code>start_time <- Sys.time()
+
+res_list = list()
+i=1
+for(arg in arguments_list) {
+ res_list[[i]] <- arg ^ 3
+ i=i+1
+}
+
+
+end_time <- Sys.time()
+duration = (end_time - start_time)
+print(duration)</code></pre>
+<pre><code>## Time difference of 6.015718 secs</code></pre>
+</details>
+<div id="attention-aux-erreurs" class="section level2" number="6.1">
+<h2><span class="header-section-number">6.1</span> Attention aux
+erreurs</h2>
+<p>Utiliser la gestion des erreurs et exception avec la fonction
+<code>tryCatch()</code> (<a href="https://r-lang.com/r-trycatch-function/" class="uri">https://r-lang.com/r-trycatch-function/</a>)</p>
+<p>(Pour aller plus loin : <a href="https://bookdown.org/rdpeng/RProgDA/error-handling-and-generation.html" class="uri">https://bookdown.org/rdpeng/RProgDA/error-handling-and-generation.html</a>)</p>
+<p>Une fonction peut renvoyer une erreur, ce qui va arreter la boucle et
+renvoyer l’erreur rencontrée</p>
+<pre class="r"><code>function_to_run_in_parallel_log = function(arg) {
+ log10(arg)
+}
+
+function_to_run_in_parallel_log_trycatch = function(arg) {
+ res =
+ tryCatch(
+ log10(arg),
+ error=function(err){
+ err$message
+ }
+ )
+ return(res)
+}
+
+arguments_pos_neg_str_list <- list(1,-1, "1")
+arguments_pos_neg_str_list</code></pre>
+<pre><code>## [[1]]
+## [1] 1
+##
+## [[2]]
+## [1] -1
+##
+## [[3]]
+## [1] "1"</code></pre>
+<pre class="r"><code>results_log_list = lapply(arguments_pos_neg_str_list, function_to_run_in_parallel_log)</code></pre>
+<pre><code>Erreur dans log10(arg) :
+argument non numérique pour une fonction mathématique</code></pre>
+<p>Il existe la fonction <code>tryCatch</code> pour récupérer l’erreur
+et gérer ce cas là afin de ne pas stopper la boucle.</p>
+<pre class="r"><code>function_to_run_in_parallel_log_trycatch = function(arg) {
+ res =
+ tryCatch(
+ log10(arg),
+ error=function(err){
+ err$message
+ }
+ )
+ return(res)
+}
+
+
+results_log_list_trycatch = lapply(arguments_pos_neg_str_list, function_to_run_in_parallel_log_trycatch)</code></pre>
+<pre><code>## Warning in doTryCatch(return(expr), name, parentenv, handler): Production de NaN</code></pre>
+<pre class="r"><code>results_log_list_trycatch</code></pre>
+<pre><code>## [[1]]
+## [1] 0
+##
+## [[2]]
+## [1] NaN
+##
+## [[3]]
+## [1] "argument non numérique pour une fonction mathématique"</code></pre>
+<p>Dans le cas de la parallélisation, il faut savoir récupérer l’erreur
+afin de débugguer son code.</p>
+<pre class="r"><code>library(parallel)
+
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list = parLapply(clus, arguments_pos_neg_str_list, function_to_run_in_parallel_log)
+
+stopCluster(clus)</code></pre>
+<pre><code>Erreur dans checkForRemoteErrors(val) :
+one node produced an error: argument non numérique pour une fonction mathématique</code></pre>
+<p>Lors d’un calcul long, il faut prévoir de gérer les erreurs que l’on
+avait pas anticipé pour éviter de perdre de longues heures de calculs
+…</p>
+<pre class="r"><code>library(parallel)
+
+nCPU = detectCores()-1
+clus <- makeCluster(nCPU) #Parallelisation
+
+clusterExport(clus, envir=environment(), varlist=c("function_to_run_in_parallel"))
+results_list_trycatch = parLapply(clus, arguments_pos_neg_str_list, function_to_run_in_parallel_log_trycatch)
+results_list_trycatch</code></pre>
+<pre><code>## [[1]]
+## [1] 0
+##
+## [[2]]
+## [1] NaN
+##
+## [[3]]
+## [1] "argument non numérique pour une fonction mathématique"</code></pre>
+<pre class="r"><code>stopCluster(clus)</code></pre>
+<details>
+<summary>
+<p>Pause!</p>
+</summary>
+<p>
+<p><img 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" /></p>
+</p>
+</details>
+</div>
+</div>
+<div id="gérer-facilement-vos-tables-avec-tydiverse" class="section level1" number="7">
+<h1><span class="header-section-number">7</span> Gérer facilement vos
+tables avec Tydiverse</h1>
+<p>Tuto plutot complet : (en Français)</p>
+<ul>
+<li>“<a href="https://mtes-mct.github.io/parcours_r_socle_preparation_des_donnees/le-tidyverse.html" class="uri">https://mtes-mct.github.io/parcours_r_socle_preparation_des_donnees/le-tidyverse.html</a>”</li>
+<li>“<a href="https://juba.github.io/tidyverse/06-tidyverse.html" class="uri">https://juba.github.io/tidyverse/06-tidyverse.html</a>”</li>
+</ul>
+<blockquote>
+<p>Le tidyverse est un ensemble de packages proposant une syntaxe
+cohérente pour remplir l’essentiel des traitements propres à la science
+de la données, de la lecture des données à la valorisation, en passant
+par la modélisation. Le manifeste du tidyverse comprend 4 principes
+clefs pour les packages :</p>
+<ul>
+<li>Utiliser les structures de données existantes : ne pas créer des
+objets ad hoc ;</li>
+<li>Utiliser l’opérateur pipe ;</li>
+<li>S’intègrer dans l’approche de programmation fonctionnelle de R
+;</li>
+<li>Designé pour les être humains : favoriser la facilité d’usage à la
+performance machine.</li>
+</ul>
+</blockquote>
+<p><img 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" /></p>
+<p>L’objectif n’est pas de détailler toutes les fonctions, mais de vous
+montrer les plus importantes et surtout de savoir qu’elles existent et
+de savoir comment retrouver comment les utiliser.</p>
+<pre class="r"><code>if (!requireNamespace("tidyverse", quietly = T))
+ install.packages("tidyverse")
+
+library(tidyverse)</code></pre>
+<pre><code>## ── Attaching packages ─────────────────────────────────────── tidyverse 1.3.1 ──</code></pre>
+<pre><code>## ✔ tibble 3.1.7 ✔ dplyr 1.0.9
+## ✔ tidyr 1.2.0 ✔ stringr 1.4.0
+## ✔ readr 2.1.2 ✔ forcats 0.5.1
+## ✔ purrr 0.3.4</code></pre>
+<pre><code>## ── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
+## ✖ dplyr::filter() masks stats::filter()
+## ✖ dplyr::lag() masks stats::lag()</code></pre>
+<div id="les-tibbles" class="section level2" number="7.1">
+<h2><span class="header-section-number">7.1</span> les tibbles</h2>
+<p>(<a href="https://juba.github.io/tidyverse/06-tidyverse.html#tibbles" class="uri">https://juba.github.io/tidyverse/06-tidyverse.html#tibbles</a>)</p>
+<blockquote>
+<p>Une autre particularité du tidyverse est que ces extensions
+travaillent avec des tableaux de données au format tibble, qui est une
+évolution plus moderne du classique data frame du R de base. Ce format
+est fourni et géré par l’extension du même nom (tibble), qui fait partie
+du coeur du tidyverse. La plupart des fonctions des extensions du
+tidyverse acceptent des data frames en entrée, mais retournent un objet
+de classe tibble.</p>
+</blockquote>
+<blockquote>
+<p>Contrairement aux data frames, les tibbles :</p>
+<ul>
+<li>n’ont pas de noms de lignes (rownames)</li>
+<li>autorisent des noms de colonnes invalides pour les data frames
+(espaces, caractères spéciaux, nombres…)10</li>
+<li>s’affichent plus intelligemment que les data frames : seules les
+premières lignes sont affichées, ainsi que quelques informations
+supplémentaires utiles (dimensions, types des colonnes…)</li>
+<li>ne font pas de partial matching sur les noms de colonnes11</li>
+<li>affichent un avertissement si on essaie d’accéder à une colonne qui
+n’existe pas</li>
+</ul>
+</blockquote>
+<blockquote>
+<p>Pour autant, les tibbles restent compatibles avec les data frames. On
+peut ainsi facilement convertir un data frame en tibble avec as_tibble
+:</p>
+</blockquote>
+<pre class="r"><code>set.seed(123)
+mini_iris = iris %>% select(Species, Petal.Length, Petal.Width) %>%
+ sample_n(10)
+mini_iris</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 virginica 6.7 2.2
+## 4 setosa 1.3 0.2
+## 5 virginica 5.1 1.8
+## 6 virginica 5.2 2.0
+## 7 versicolor 4.0 1.3
+## 8 versicolor 4.4 1.2
+## 9 virginica 5.1 1.9
+## 10 versicolor 4.6 1.4</code></pre>
+<pre class="r"><code>as_tibble(mini_iris)</code></pre>
+<pre><code>## # A tibble: 10 × 3
+## Species Petal.Length Petal.Width
+## <fct> <dbl> <dbl>
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 virginica 6.7 2.2
+## 4 setosa 1.3 0.2
+## 5 virginica 5.1 1.8
+## 6 virginica 5.2 2
+## 7 versicolor 4 1.3
+## 8 versicolor 4.4 1.2
+## 9 virginica 5.1 1.9
+## 10 versicolor 4.6 1.4</code></pre>
+<blockquote>
+<p>Si le data frame d’origine a des rownames, on peut d’abord les
+convertir en colonnes avec rownames_to_columns :</p>
+</blockquote>
+<pre class="r"><code>d <- as_tibble(rownames_to_column(iris))
+d</code></pre>
+<pre><code>## # A tibble: 150 × 6
+## rowname Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## <chr> <dbl> <dbl> <dbl> <dbl> <fct>
+## 1 1 5.1 3.5 1.4 0.2 setosa
+## 2 2 4.9 3 1.4 0.2 setosa
+## 3 3 4.7 3.2 1.3 0.2 setosa
+## 4 4 4.6 3.1 1.5 0.2 setosa
+## 5 5 5 3.6 1.4 0.2 setosa
+## 6 6 5.4 3.9 1.7 0.4 setosa
+## 7 7 4.6 3.4 1.4 0.3 setosa
+## 8 8 5 3.4 1.5 0.2 setosa
+## 9 9 4.4 2.9 1.4 0.2 setosa
+## 10 10 4.9 3.1 1.5 0.1 setosa
+## # … with 140 more rows</code></pre>
+<blockquote>
+<p>À l’inverse, on peut à tout moment convertir un tibble en data frame
+avec as.data.frame :</p>
+</blockquote>
+<pre class="r"><code>as.data.frame(d)</code></pre>
+<pre><code>## rowname Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 1 5.1 3.5 1.4 0.2 setosa
+## 2 2 4.9 3.0 1.4 0.2 setosa
+## 3 3 4.7 3.2 1.3 0.2 setosa
+## 4 4 4.6 3.1 1.5 0.2 setosa
+## 5 5 5.0 3.6 1.4 0.2 setosa
+## 6 6 5.4 3.9 1.7 0.4 setosa
+## 7 7 4.6 3.4 1.4 0.3 setosa
+## 8 8 5.0 3.4 1.5 0.2 setosa
+## 9 9 4.4 2.9 1.4 0.2 setosa
+## 10 10 4.9 3.1 1.5 0.1 setosa
+## 11 11 5.4 3.7 1.5 0.2 setosa
+## 12 12 4.8 3.4 1.6 0.2 setosa
+## 13 13 4.8 3.0 1.4 0.1 setosa
+## 14 14 4.3 3.0 1.1 0.1 setosa
+## 15 15 5.8 4.0 1.2 0.2 setosa
+## 16 16 5.7 4.4 1.5 0.4 setosa
+## 17 17 5.4 3.9 1.3 0.4 setosa
+## 18 18 5.1 3.5 1.4 0.3 setosa
+## 19 19 5.7 3.8 1.7 0.3 setosa
+## 20 20 5.1 3.8 1.5 0.3 setosa
+## 21 21 5.4 3.4 1.7 0.2 setosa
+## 22 22 5.1 3.7 1.5 0.4 setosa
+## 23 23 4.6 3.6 1.0 0.2 setosa
+## 24 24 5.1 3.3 1.7 0.5 setosa
+## 25 25 4.8 3.4 1.9 0.2 setosa
+## 26 26 5.0 3.0 1.6 0.2 setosa
+## 27 27 5.0 3.4 1.6 0.4 setosa
+## 28 28 5.2 3.5 1.5 0.2 setosa
+## 29 29 5.2 3.4 1.4 0.2 setosa
+## 30 30 4.7 3.2 1.6 0.2 setosa
+## 31 31 4.8 3.1 1.6 0.2 setosa
+## 32 32 5.4 3.4 1.5 0.4 setosa
+## 33 33 5.2 4.1 1.5 0.1 setosa
+## 34 34 5.5 4.2 1.4 0.2 setosa
+## 35 35 4.9 3.1 1.5 0.2 setosa
+## 36 36 5.0 3.2 1.2 0.2 setosa
+## 37 37 5.5 3.5 1.3 0.2 setosa
+## 38 38 4.9 3.6 1.4 0.1 setosa
+## 39 39 4.4 3.0 1.3 0.2 setosa
+## 40 40 5.1 3.4 1.5 0.2 setosa
+## 41 41 5.0 3.5 1.3 0.3 setosa
+## 42 42 4.5 2.3 1.3 0.3 setosa
+## 43 43 4.4 3.2 1.3 0.2 setosa
+## 44 44 5.0 3.5 1.6 0.6 setosa
+## 45 45 5.1 3.8 1.9 0.4 setosa
+## 46 46 4.8 3.0 1.4 0.3 setosa
+## 47 47 5.1 3.8 1.6 0.2 setosa
+## 48 48 4.6 3.2 1.4 0.2 setosa
+## 49 49 5.3 3.7 1.5 0.2 setosa
+## 50 50 5.0 3.3 1.4 0.2 setosa
+## 51 51 7.0 3.2 4.7 1.4 versicolor
+## 52 52 6.4 3.2 4.5 1.5 versicolor
+## 53 53 6.9 3.1 4.9 1.5 versicolor
+## 54 54 5.5 2.3 4.0 1.3 versicolor
+## 55 55 6.5 2.8 4.6 1.5 versicolor
+## 56 56 5.7 2.8 4.5 1.3 versicolor
+## 57 57 6.3 3.3 4.7 1.6 versicolor
+## 58 58 4.9 2.4 3.3 1.0 versicolor
+## 59 59 6.6 2.9 4.6 1.3 versicolor
+## 60 60 5.2 2.7 3.9 1.4 versicolor
+## 61 61 5.0 2.0 3.5 1.0 versicolor
+## 62 62 5.9 3.0 4.2 1.5 versicolor
+## 63 63 6.0 2.2 4.0 1.0 versicolor
+## 64 64 6.1 2.9 4.7 1.4 versicolor
+## 65 65 5.6 2.9 3.6 1.3 versicolor
+## 66 66 6.7 3.1 4.4 1.4 versicolor
+## 67 67 5.6 3.0 4.5 1.5 versicolor
+## 68 68 5.8 2.7 4.1 1.0 versicolor
+## 69 69 6.2 2.2 4.5 1.5 versicolor
+## 70 70 5.6 2.5 3.9 1.1 versicolor
+## 71 71 5.9 3.2 4.8 1.8 versicolor
+## 72 72 6.1 2.8 4.0 1.3 versicolor
+## 73 73 6.3 2.5 4.9 1.5 versicolor
+## 74 74 6.1 2.8 4.7 1.2 versicolor
+## 75 75 6.4 2.9 4.3 1.3 versicolor
+## 76 76 6.6 3.0 4.4 1.4 versicolor
+## 77 77 6.8 2.8 4.8 1.4 versicolor
+## 78 78 6.7 3.0 5.0 1.7 versicolor
+## 79 79 6.0 2.9 4.5 1.5 versicolor
+## 80 80 5.7 2.6 3.5 1.0 versicolor
+## 81 81 5.5 2.4 3.8 1.1 versicolor
+## 82 82 5.5 2.4 3.7 1.0 versicolor
+## 83 83 5.8 2.7 3.9 1.2 versicolor
+## 84 84 6.0 2.7 5.1 1.6 versicolor
+## 85 85 5.4 3.0 4.5 1.5 versicolor
+## 86 86 6.0 3.4 4.5 1.6 versicolor
+## 87 87 6.7 3.1 4.7 1.5 versicolor
+## 88 88 6.3 2.3 4.4 1.3 versicolor
+## 89 89 5.6 3.0 4.1 1.3 versicolor
+## 90 90 5.5 2.5 4.0 1.3 versicolor
+## 91 91 5.5 2.6 4.4 1.2 versicolor
+## 92 92 6.1 3.0 4.6 1.4 versicolor
+## 93 93 5.8 2.6 4.0 1.2 versicolor
+## 94 94 5.0 2.3 3.3 1.0 versicolor
+## 95 95 5.6 2.7 4.2 1.3 versicolor
+## 96 96 5.7 3.0 4.2 1.2 versicolor
+## 97 97 5.7 2.9 4.2 1.3 versicolor
+## 98 98 6.2 2.9 4.3 1.3 versicolor
+## 99 99 5.1 2.5 3.0 1.1 versicolor
+## 100 100 5.7 2.8 4.1 1.3 versicolor
+## 101 101 6.3 3.3 6.0 2.5 virginica
+## 102 102 5.8 2.7 5.1 1.9 virginica
+## 103 103 7.1 3.0 5.9 2.1 virginica
+## 104 104 6.3 2.9 5.6 1.8 virginica
+## 105 105 6.5 3.0 5.8 2.2 virginica
+## 106 106 7.6 3.0 6.6 2.1 virginica
+## 107 107 4.9 2.5 4.5 1.7 virginica
+## 108 108 7.3 2.9 6.3 1.8 virginica
+## 109 109 6.7 2.5 5.8 1.8 virginica
+## 110 110 7.2 3.6 6.1 2.5 virginica
+## 111 111 6.5 3.2 5.1 2.0 virginica
+## 112 112 6.4 2.7 5.3 1.9 virginica
+## 113 113 6.8 3.0 5.5 2.1 virginica
+## 114 114 5.7 2.5 5.0 2.0 virginica
+## 115 115 5.8 2.8 5.1 2.4 virginica
+## 116 116 6.4 3.2 5.3 2.3 virginica
+## 117 117 6.5 3.0 5.5 1.8 virginica
+## 118 118 7.7 3.8 6.7 2.2 virginica
+## 119 119 7.7 2.6 6.9 2.3 virginica
+## 120 120 6.0 2.2 5.0 1.5 virginica
+## 121 121 6.9 3.2 5.7 2.3 virginica
+## 122 122 5.6 2.8 4.9 2.0 virginica
+## 123 123 7.7 2.8 6.7 2.0 virginica
+## 124 124 6.3 2.7 4.9 1.8 virginica
+## 125 125 6.7 3.3 5.7 2.1 virginica
+## 126 126 7.2 3.2 6.0 1.8 virginica
+## 127 127 6.2 2.8 4.8 1.8 virginica
+## 128 128 6.1 3.0 4.9 1.8 virginica
+## 129 129 6.4 2.8 5.6 2.1 virginica
+## 130 130 7.2 3.0 5.8 1.6 virginica
+## 131 131 7.4 2.8 6.1 1.9 virginica
+## 132 132 7.9 3.8 6.4 2.0 virginica
+## 133 133 6.4 2.8 5.6 2.2 virginica
+## 134 134 6.3 2.8 5.1 1.5 virginica
+## 135 135 6.1 2.6 5.6 1.4 virginica
+## 136 136 7.7 3.0 6.1 2.3 virginica
+## 137 137 6.3 3.4 5.6 2.4 virginica
+## 138 138 6.4 3.1 5.5 1.8 virginica
+## 139 139 6.0 3.0 4.8 1.8 virginica
+## 140 140 6.9 3.1 5.4 2.1 virginica
+## 141 141 6.7 3.1 5.6 2.4 virginica
+## 142 142 6.9 3.1 5.1 2.3 virginica
+## 143 143 5.8 2.7 5.1 1.9 virginica
+## 144 144 6.8 3.2 5.9 2.3 virginica
+## 145 145 6.7 3.3 5.7 2.5 virginica
+## 146 146 6.7 3.0 5.2 2.3 virginica
+## 147 147 6.3 2.5 5.0 1.9 virginica
+## 148 148 6.5 3.0 5.2 2.0 virginica
+## 149 149 6.2 3.4 5.4 2.3 virginica
+## 150 150 5.9 3.0 5.1 1.8 virginica</code></pre>
+<blockquote>
+<p>Là encore, on peut convertir la colonne rowname en “vrais” rownames
+avec column_to_rownames :</p>
+</blockquote>
+<pre class="r"><code>column_to_rownames(as.data.frame(d))</code></pre>
+<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 5.1 3.5 1.4 0.2 setosa
+## 2 4.9 3.0 1.4 0.2 setosa
+## 3 4.7 3.2 1.3 0.2 setosa
+## 4 4.6 3.1 1.5 0.2 setosa
+## 5 5.0 3.6 1.4 0.2 setosa
+## 6 5.4 3.9 1.7 0.4 setosa
+## 7 4.6 3.4 1.4 0.3 setosa
+## 8 5.0 3.4 1.5 0.2 setosa
+## 9 4.4 2.9 1.4 0.2 setosa
+## 10 4.9 3.1 1.5 0.1 setosa
+## 11 5.4 3.7 1.5 0.2 setosa
+## 12 4.8 3.4 1.6 0.2 setosa
+## 13 4.8 3.0 1.4 0.1 setosa
+## 14 4.3 3.0 1.1 0.1 setosa
+## 15 5.8 4.0 1.2 0.2 setosa
+## 16 5.7 4.4 1.5 0.4 setosa
+## 17 5.4 3.9 1.3 0.4 setosa
+## 18 5.1 3.5 1.4 0.3 setosa
+## 19 5.7 3.8 1.7 0.3 setosa
+## 20 5.1 3.8 1.5 0.3 setosa
+## 21 5.4 3.4 1.7 0.2 setosa
+## 22 5.1 3.7 1.5 0.4 setosa
+## 23 4.6 3.6 1.0 0.2 setosa
+## 24 5.1 3.3 1.7 0.5 setosa
+## 25 4.8 3.4 1.9 0.2 setosa
+## 26 5.0 3.0 1.6 0.2 setosa
+## 27 5.0 3.4 1.6 0.4 setosa
+## 28 5.2 3.5 1.5 0.2 setosa
+## 29 5.2 3.4 1.4 0.2 setosa
+## 30 4.7 3.2 1.6 0.2 setosa
+## 31 4.8 3.1 1.6 0.2 setosa
+## 32 5.4 3.4 1.5 0.4 setosa
+## 33 5.2 4.1 1.5 0.1 setosa
+## 34 5.5 4.2 1.4 0.2 setosa
+## 35 4.9 3.1 1.5 0.2 setosa
+## 36 5.0 3.2 1.2 0.2 setosa
+## 37 5.5 3.5 1.3 0.2 setosa
+## 38 4.9 3.6 1.4 0.1 setosa
+## 39 4.4 3.0 1.3 0.2 setosa
+## 40 5.1 3.4 1.5 0.2 setosa
+## 41 5.0 3.5 1.3 0.3 setosa
+## 42 4.5 2.3 1.3 0.3 setosa
+## 43 4.4 3.2 1.3 0.2 setosa
+## 44 5.0 3.5 1.6 0.6 setosa
+## 45 5.1 3.8 1.9 0.4 setosa
+## 46 4.8 3.0 1.4 0.3 setosa
+## 47 5.1 3.8 1.6 0.2 setosa
+## 48 4.6 3.2 1.4 0.2 setosa
+## 49 5.3 3.7 1.5 0.2 setosa
+## 50 5.0 3.3 1.4 0.2 setosa
+## 51 7.0 3.2 4.7 1.4 versicolor
+## 52 6.4 3.2 4.5 1.5 versicolor
+## 53 6.9 3.1 4.9 1.5 versicolor
+## 54 5.5 2.3 4.0 1.3 versicolor
+## 55 6.5 2.8 4.6 1.5 versicolor
+## 56 5.7 2.8 4.5 1.3 versicolor
+## 57 6.3 3.3 4.7 1.6 versicolor
+## 58 4.9 2.4 3.3 1.0 versicolor
+## 59 6.6 2.9 4.6 1.3 versicolor
+## 60 5.2 2.7 3.9 1.4 versicolor
+## 61 5.0 2.0 3.5 1.0 versicolor
+## 62 5.9 3.0 4.2 1.5 versicolor
+## 63 6.0 2.2 4.0 1.0 versicolor
+## 64 6.1 2.9 4.7 1.4 versicolor
+## 65 5.6 2.9 3.6 1.3 versicolor
+## 66 6.7 3.1 4.4 1.4 versicolor
+## 67 5.6 3.0 4.5 1.5 versicolor
+## 68 5.8 2.7 4.1 1.0 versicolor
+## 69 6.2 2.2 4.5 1.5 versicolor
+## 70 5.6 2.5 3.9 1.1 versicolor
+## 71 5.9 3.2 4.8 1.8 versicolor
+## 72 6.1 2.8 4.0 1.3 versicolor
+## 73 6.3 2.5 4.9 1.5 versicolor
+## 74 6.1 2.8 4.7 1.2 versicolor
+## 75 6.4 2.9 4.3 1.3 versicolor
+## 76 6.6 3.0 4.4 1.4 versicolor
+## 77 6.8 2.8 4.8 1.4 versicolor
+## 78 6.7 3.0 5.0 1.7 versicolor
+## 79 6.0 2.9 4.5 1.5 versicolor
+## 80 5.7 2.6 3.5 1.0 versicolor
+## 81 5.5 2.4 3.8 1.1 versicolor
+## 82 5.5 2.4 3.7 1.0 versicolor
+## 83 5.8 2.7 3.9 1.2 versicolor
+## 84 6.0 2.7 5.1 1.6 versicolor
+## 85 5.4 3.0 4.5 1.5 versicolor
+## 86 6.0 3.4 4.5 1.6 versicolor
+## 87 6.7 3.1 4.7 1.5 versicolor
+## 88 6.3 2.3 4.4 1.3 versicolor
+## 89 5.6 3.0 4.1 1.3 versicolor
+## 90 5.5 2.5 4.0 1.3 versicolor
+## 91 5.5 2.6 4.4 1.2 versicolor
+## 92 6.1 3.0 4.6 1.4 versicolor
+## 93 5.8 2.6 4.0 1.2 versicolor
+## 94 5.0 2.3 3.3 1.0 versicolor
+## 95 5.6 2.7 4.2 1.3 versicolor
+## 96 5.7 3.0 4.2 1.2 versicolor
+## 97 5.7 2.9 4.2 1.3 versicolor
+## 98 6.2 2.9 4.3 1.3 versicolor
+## 99 5.1 2.5 3.0 1.1 versicolor
+## 100 5.7 2.8 4.1 1.3 versicolor
+## 101 6.3 3.3 6.0 2.5 virginica
+## 102 5.8 2.7 5.1 1.9 virginica
+## 103 7.1 3.0 5.9 2.1 virginica
+## 104 6.3 2.9 5.6 1.8 virginica
+## 105 6.5 3.0 5.8 2.2 virginica
+## 106 7.6 3.0 6.6 2.1 virginica
+## 107 4.9 2.5 4.5 1.7 virginica
+## 108 7.3 2.9 6.3 1.8 virginica
+## 109 6.7 2.5 5.8 1.8 virginica
+## 110 7.2 3.6 6.1 2.5 virginica
+## 111 6.5 3.2 5.1 2.0 virginica
+## 112 6.4 2.7 5.3 1.9 virginica
+## 113 6.8 3.0 5.5 2.1 virginica
+## 114 5.7 2.5 5.0 2.0 virginica
+## 115 5.8 2.8 5.1 2.4 virginica
+## 116 6.4 3.2 5.3 2.3 virginica
+## 117 6.5 3.0 5.5 1.8 virginica
+## 118 7.7 3.8 6.7 2.2 virginica
+## 119 7.7 2.6 6.9 2.3 virginica
+## 120 6.0 2.2 5.0 1.5 virginica
+## 121 6.9 3.2 5.7 2.3 virginica
+## 122 5.6 2.8 4.9 2.0 virginica
+## 123 7.7 2.8 6.7 2.0 virginica
+## 124 6.3 2.7 4.9 1.8 virginica
+## 125 6.7 3.3 5.7 2.1 virginica
+## 126 7.2 3.2 6.0 1.8 virginica
+## 127 6.2 2.8 4.8 1.8 virginica
+## 128 6.1 3.0 4.9 1.8 virginica
+## 129 6.4 2.8 5.6 2.1 virginica
+## 130 7.2 3.0 5.8 1.6 virginica
+## 131 7.4 2.8 6.1 1.9 virginica
+## 132 7.9 3.8 6.4 2.0 virginica
+## 133 6.4 2.8 5.6 2.2 virginica
+## 134 6.3 2.8 5.1 1.5 virginica
+## 135 6.1 2.6 5.6 1.4 virginica
+## 136 7.7 3.0 6.1 2.3 virginica
+## 137 6.3 3.4 5.6 2.4 virginica
+## 138 6.4 3.1 5.5 1.8 virginica
+## 139 6.0 3.0 4.8 1.8 virginica
+## 140 6.9 3.1 5.4 2.1 virginica
+## 141 6.7 3.1 5.6 2.4 virginica
+## 142 6.9 3.1 5.1 2.3 virginica
+## 143 5.8 2.7 5.1 1.9 virginica
+## 144 6.8 3.2 5.9 2.3 virginica
+## 145 6.7 3.3 5.7 2.5 virginica
+## 146 6.7 3.0 5.2 2.3 virginica
+## 147 6.3 2.5 5.0 1.9 virginica
+## 148 6.5 3.0 5.2 2.0 virginica
+## 149 6.2 3.4 5.4 2.3 virginica
+## 150 5.9 3.0 5.1 1.8 virginica</code></pre>
+</div>
+<div id="les-fonctions-indispensables-pour-manipuler-vos-données" class="section level2" number="7.2">
+<h2><span class="header-section-number">7.2</span> les fonctions
+indispensables pour manipuler vos données</h2>
+<div id="head-first-rows" class="section level3" number="7.2.1">
+<h3><span class="header-section-number">7.2.1</span> head (first
+rows)</h3>
+<pre class="r"><code>head(iris) </code></pre>
+<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 5.1 3.5 1.4 0.2 setosa
+## 2 4.9 3.0 1.4 0.2 setosa
+## 3 4.7 3.2 1.3 0.2 setosa
+## 4 4.6 3.1 1.5 0.2 setosa
+## 5 5.0 3.6 1.4 0.2 setosa
+## 6 5.4 3.9 1.7 0.4 setosa</code></pre>
+</div>
+<div id="filter-select-rows" class="section level3" number="7.2.2">
+<h3><span class="header-section-number">7.2.2</span> filter (select
+rows)</h3>
+<p><img 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" /></p>
+<pre class="r"><code>filter(iris, Species %in% c("virginica","versicolor") & Petal.Length < 5.4 & Sepal.Width > 3.1 ) </code></pre>
+<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 7.0 3.2 4.7 1.4 versicolor
+## 2 6.4 3.2 4.5 1.5 versicolor
+## 3 6.3 3.3 4.7 1.6 versicolor
+## 4 5.9 3.2 4.8 1.8 versicolor
+## 5 6.0 3.4 4.5 1.6 versicolor
+## 6 6.5 3.2 5.1 2.0 virginica
+## 7 6.4 3.2 5.3 2.3 virginica</code></pre>
+</div>
+<div id="build-a-subset-to-test" class="section level3" number="7.2.3">
+<h3><span class="header-section-number">7.2.3</span> build a subset to
+test</h3>
+<p><img 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" /></p>
+<pre class="r"><code>set.seed(123)
+mini_iris = sample_n(iris, 10)
+mini_iris</code></pre>
+<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 4.3 3.0 1.1 0.1 setosa
+## 2 5.0 3.3 1.4 0.2 setosa
+## 3 7.7 3.8 6.7 2.2 virginica
+## 4 4.4 3.2 1.3 0.2 setosa
+## 5 5.9 3.0 5.1 1.8 virginica
+## 6 6.5 3.0 5.2 2.0 virginica
+## 7 5.5 2.5 4.0 1.3 versicolor
+## 8 5.5 2.6 4.4 1.2 versicolor
+## 9 5.8 2.7 5.1 1.9 virginica
+## 10 6.1 3.0 4.6 1.4 versicolor</code></pre>
+</div>
+<div id="select-select-columns" class="section level3" number="7.2.4">
+<h3><span class="header-section-number">7.2.4</span> select (select
+columns)</h3>
+<p>(Tuto: <a href="https://r.qcbs.ca/workshop02/book-fr/manipuler-ses-donn%C3%A9es-avec-tidyr-dyplr-maggritr.html" class="uri">https://r.qcbs.ca/workshop02/book-fr/manipuler-ses-donn%C3%A9es-avec-tidyr-dyplr-maggritr.html</a>)</p>
+<p><img 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" /></p>
+<pre class="r"><code>select(mini_iris,Petal.Length, Petal.Width, Species, ) </code></pre>
+<pre><code>## Petal.Length Petal.Width Species
+## 1 1.1 0.1 setosa
+## 2 1.4 0.2 setosa
+## 3 6.7 2.2 virginica
+## 4 1.3 0.2 setosa
+## 5 5.1 1.8 virginica
+## 6 5.2 2.0 virginica
+## 7 4.0 1.3 versicolor
+## 8 4.4 1.2 versicolor
+## 9 5.1 1.9 virginica
+## 10 4.6 1.4 versicolor</code></pre>
+<p>(!) Attention conflit possible avec d’autre
+package(dplyr::select)</p>
+<pre class="r"><code>dplyr::select(mini_iris, Species, Petal.Length, Petal.Width)</code></pre>
+<p>Réordonner des colonnes avec relocate</p>
+<pre class="r"><code>mini_iris</code></pre>
+<pre><code>## Sepal.Length Sepal.Width Petal.Length Petal.Width Species
+## 1 4.3 3.0 1.1 0.1 setosa
+## 2 5.0 3.3 1.4 0.2 setosa
+## 3 7.7 3.8 6.7 2.2 virginica
+## 4 4.4 3.2 1.3 0.2 setosa
+## 5 5.9 3.0 5.1 1.8 virginica
+## 6 6.5 3.0 5.2 2.0 virginica
+## 7 5.5 2.5 4.0 1.3 versicolor
+## 8 5.5 2.6 4.4 1.2 versicolor
+## 9 5.8 2.7 5.1 1.9 virginica
+## 10 6.1 3.0 4.6 1.4 versicolor</code></pre>
+<pre class="r"><code>relocate(mini_iris, Species)</code></pre>
+<pre><code>## Species Sepal.Length Sepal.Width Petal.Length Petal.Width
+## 1 setosa 4.3 3.0 1.1 0.1
+## 2 setosa 5.0 3.3 1.4 0.2
+## 3 virginica 7.7 3.8 6.7 2.2
+## 4 setosa 4.4 3.2 1.3 0.2
+## 5 virginica 5.9 3.0 5.1 1.8
+## 6 virginica 6.5 3.0 5.2 2.0
+## 7 versicolor 5.5 2.5 4.0 1.3
+## 8 versicolor 5.5 2.6 4.4 1.2
+## 9 virginica 5.8 2.7 5.1 1.9
+## 10 versicolor 6.1 3.0 4.6 1.4</code></pre>
+<p>ou tout simplement avec select:</p>
+<pre class="r"><code>mini_iris = select(mini_iris, Species, Petal.Length, Petal.Width)
+mini_iris</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 virginica 6.7 2.2
+## 4 setosa 1.3 0.2
+## 5 virginica 5.1 1.8
+## 6 virginica 5.2 2.0
+## 7 versicolor 4.0 1.3
+## 8 versicolor 4.4 1.2
+## 9 virginica 5.1 1.9
+## 10 versicolor 4.6 1.4</code></pre>
+</div>
+<div id="arrange" class="section level3" number="7.2.5">
+<h3><span class="header-section-number">7.2.5</span> arrange</h3>
+<div id="pour-une-colonne-numerique" class="section level4" number="7.2.5.1">
+<h4><span class="header-section-number">7.2.5.1</span> Pour une colonne
+numerique</h4>
+<p>Croissant</p>
+<pre class="r"><code>arrange(mini_iris, Petal.Length)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.3 0.2
+## 3 setosa 1.4 0.2
+## 4 versicolor 4.0 1.3
+## 5 versicolor 4.4 1.2
+## 6 versicolor 4.6 1.4
+## 7 virginica 5.1 1.8
+## 8 virginica 5.1 1.9
+## 9 virginica 5.2 2.0
+## 10 virginica 6.7 2.2</code></pre>
+<p>Décroissant</p>
+<pre class="r"><code>arrange(mini_iris, desc(Petal.Length))</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 virginica 6.7 2.2
+## 2 virginica 5.2 2.0
+## 3 virginica 5.1 1.8
+## 4 virginica 5.1 1.9
+## 5 versicolor 4.6 1.4
+## 6 versicolor 4.4 1.2
+## 7 versicolor 4.0 1.3
+## 8 setosa 1.4 0.2
+## 9 setosa 1.3 0.2
+## 10 setosa 1.1 0.1</code></pre>
+</div>
+</div>
+<div id="des-chaines-de-caractères" class="section level3" number="7.2.6">
+<h3><span class="header-section-number">7.2.6</span> des chaines de
+caractères</h3>
+<p>Cheatsheet : <a href="https://raw.githubusercontent.com/rstudio/cheatsheets/main/factors.pdf" class="uri">https://raw.githubusercontent.com/rstudio/cheatsheets/main/factors.pdf</a>
+Tuto : <a href="https://bookdown.org/ael/rexplor/chap3.html" class="uri">https://bookdown.org/ael/rexplor/chap3.html</a></p>
+<p>Par default: ordre alphabétique</p>
+<pre class="r"><code>mini_iris</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 virginica 6.7 2.2
+## 4 setosa 1.3 0.2
+## 5 virginica 5.1 1.8
+## 6 virginica 5.2 2.0
+## 7 versicolor 4.0 1.3
+## 8 versicolor 4.4 1.2
+## 9 virginica 5.1 1.9
+## 10 versicolor 4.6 1.4</code></pre>
+<pre class="r"><code>arrange(mini_iris, Species)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 setosa 1.3 0.2
+## 4 versicolor 4.0 1.3
+## 5 versicolor 4.4 1.2
+## 6 versicolor 4.6 1.4
+## 7 virginica 6.7 2.2
+## 8 virginica 5.1 1.8
+## 9 virginica 5.2 2.0
+## 10 virginica 5.1 1.9</code></pre>
+<p>En utilisant des “factors” pour donner un ordre aux différentes
+catégories.</p>
+<pre class="r"><code>mini_iris$Species = factor(mini_iris$Species, levels = c("versicolor","virginica","setosa"))
+arrange(mini_iris, Species)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 versicolor 4.0 1.3
+## 2 versicolor 4.4 1.2
+## 3 versicolor 4.6 1.4
+## 4 virginica 6.7 2.2
+## 5 virginica 5.1 1.8
+## 6 virginica 5.2 2.0
+## 7 virginica 5.1 1.9
+## 8 setosa 1.1 0.1
+## 9 setosa 1.4 0.2
+## 10 setosa 1.3 0.2</code></pre>
+</div>
+</div>
+<div id="enchainer-les-instructions-avec-le-pipe" class="section level2" number="7.3">
+<h2><span class="header-section-number">7.3</span> Enchainer les
+instructions avec le “pipe” : %>%</h2>
+<p>Tuto : <a href="https://larmarange.github.io/analyse-R/manipuler-les-donnees-avec-dplyr.html#pipe" class="uri">https://larmarange.github.io/analyse-R/manipuler-les-donnees-avec-dplyr.html#pipe</a></p>
+<blockquote>
+<p>Quand on manipule un tableau de données, il est très fréquent
+d’enchaîner plusieurs opérations. On va par exemple filtrer pour
+extraire une sous-population, sélectionner des colonnes puis trier selon
+une variable. Dans ce cas on peut le faire de deux manières différentes.
+La première est d’effectuer toutes les opérations en une fois en les
+“emboîtant” :</p>
+</blockquote>
+<pre class="r"><code>arrange(select(filter(mini_iris, Species == "setosa"), Species, Petal.Length, Petal.Width), Petal.Length)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.3 0.2
+## 3 setosa 1.4 0.2</code></pre>
+<blockquote>
+<p>Cette notation a plusieurs inconvénients :</p>
+</blockquote>
+<blockquote>
+<ul>
+<li>elle est peu lisible</li>
+<li>les opérations apparaissent dans l’ordre inverse de leur
+réalisation. Ici on effectue d’abord le filter, puis le select, puis le
+arrange, alors qu’à la lecture du code c’est le arrange qui apparaît en
+premier.</li>
+<li>Il est difficile de voir quel paramètre se rapporte à quelle
+fonction</li>
+</ul>
+</blockquote>
+<blockquote>
+<p>Une autre manière de faire est d’effectuer les opérations les unes
+après les autres, en stockant les résultats intermédiaires dans un objet
+temporaire :</p>
+</blockquote>
+<pre class="r"><code>tmp <- filter(mini_iris, Species == "setosa")
+tmp <- select(tmp, Species, Petal.Length, Petal.Width)
+arrange(tmp, Petal.Length)</code></pre>
+<blockquote>
+<p>C’est nettement plus lisible, l’ordre des opérations est le bon, et
+les paramètres sont bien rattachés à leur fonction. Par contre, ça reste
+un peu “verbeux”, et on crée un objet temporaire tmp dont on n’a pas
+réellement besoin.</p>
+</blockquote>
+<blockquote>
+<p>Pour simplifier et améliorer encore la lisibilité du code, on va
+utiliser un nouvel opérateur, baptisé pipe.</p>
+</blockquote>
+<blockquote>
+<p>Le pipe se note %>%, et son fonctionnement est le suivant : si
+j’exécute expr %>% f, alors le résultat de l’expression expr, à
+gauche du pipe, sera passé comme premier argument à la fonction f, à
+droite du pipe, ce qui revient à exécuter f(expr).</p>
+</blockquote>
+<blockquote>
+<p>Ainsi les deux expressions suivantes sont rigoureusement équivalentes
+:</p>
+</blockquote>
+<pre class="r"><code>mini_iris %>% filter( Species == "setosa")</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 setosa 1.3 0.2</code></pre>
+<pre class="r"><code>filter(mini_iris, Species == "setosa")</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 setosa 1.3 0.2</code></pre>
+<blockquote>
+<p>Ce qui est intéressant dans cette histoire, c’est qu’on va pouvoir
+enchaîner les pipes. Plutôt que d’écrire :</p>
+</blockquote>
+<blockquote>
+<p>select(filter(flights, dest == “LAX”), dep_delay, arr_delay)</p>
+</blockquote>
+<blockquote>
+<p>On va pouvoir faire :</p>
+</blockquote>
+<blockquote>
+<p>flights %>% filter(dest == “LAX”) %>% select(dep_delay,
+arr_delay)</p>
+</blockquote>
+<blockquote>
+<p>À chaque fois, le résultat de ce qui se trouve à gauche du pipe est
+passé comme premier argument à ce qui se trouve à droite : on part de
+l’objet flights, qu’on passe comme premier argument à la fonction
+filter, puis on passe le résultat de ce filter comme premier argument du
+select.</p>
+</blockquote>
+<blockquote>
+<p>Le résultat final est le même avec les deux syntaxes, mais avec le
+pipe l’ordre des opérations correspond à l’ordre naturel de leur
+exécution, et on n’a pas eu besoin de créer d’objet intermédiaire.</p>
+</blockquote>
+<blockquote>
+<p>Si la liste des fonctions enchaînées est longue, on peut les répartir
+sur plusieurs lignes à condition que l’opérateur %>% soit en fin de
+ligne :</p>
+</blockquote>
+<pre class="r"><code>mini_iris %>%
+ filter(Species == "setosa") %>%
+ select(Species, Petal.Length, Petal.Width) %>%
+ arrange(Petal.Width)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width
+## 1 setosa 1.1 0.1
+## 2 setosa 1.4 0.2
+## 3 setosa 1.3 0.2</code></pre>
+<blockquote>
+<p>L’utilisation du pipe n’est pas obligatoire, mais elle rend les
+scripts plus lisibles et plus rapides à saisir.</p>
+</blockquote>
+</div>
+<div id="les-opérations-grandement-facilitées-par-tydiverse" class="section level2" number="7.4">
+<h2><span class="header-section-number">7.4</span> Les opérations
+grandement facilitées par tydiverse :</h2>
+<p>cheat-sheet : - <a href="https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-transformation.pdf" class="uri">https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-transformation.pdf</a>
+- <a href="https://raw.githubusercontent.com/rstudio/cheatsheets/main/tidyr.pdf" class="uri">https://raw.githubusercontent.com/rstudio/cheatsheets/main/tidyr.pdf</a></p>
+<p><a href="https://www.rstudio.com/resources/cheatsheets/" class="uri">https://www.rstudio.com/resources/cheatsheets/</a></p>
+<div id="séparer-des-colonnes" class="section level3" number="7.4.1">
+<h3><span class="header-section-number">7.4.1</span> Séparer des
+colonnes</h3>
+<p>Tuto : <a href="https://jules32.github.io/r-for-excel-users/tidying.html" class="uri">https://jules32.github.io/r-for-excel-users/tidying.html</a></p>
+<p><img src="data:image/png;base64,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" /></p>
+</div>
+<div id="join-leftrightinnerfull" class="section level3" number="7.4.2">
+<h3><span class="header-section-number">7.4.2</span> join
+(left/right/inner/full)</h3>
+<p>Tuto: <a href="https://mikoontz.github.io/data-carpentry-week/lesson_joins.html" class="uri">https://mikoontz.github.io/data-carpentry-week/lesson_joins.html</a></p>
+<p><img 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" /></p>
+</div>
+<div id="mutate" class="section level3" number="7.4.3">
+<h3><span class="header-section-number">7.4.3</span> mutate</h3>
+<p>Tuto : <a href="https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#mutate" class="uri">https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#mutate</a></p>
+<p><img 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IAAAggggAACCCCAAAIIIIAAAggggAACgRYgMB7o7qPyCCCAAAIIIIAAAggggAACCCCAAAIIIIAAAroCEd0TSI8AAgiESeC0WTPlmPHjwtSkkm05buKEYcfnzZ0tk4+fNGxfmDaikeGXuVgsJp+55FNhamJN23LchGOHld8+uQ3fYSL+2ph6wmR/VYjaIIAAAggggAACCCCAAAI1FDAy6qeG5VM0AggggAACCCCAAAJ1LZBKpSSRSNaFQUNDTAzDGGprX1+f1MOnkcbGhqE2Zz9+9fXFh7Z54FBAPY0aG3B1qFez0yzLlGg0OlR+IpWWnnh6aJsH3gs0RExpiDJ5gPfSlIAAAkEQIDAehF6ijggggAACCCCAAAIIIIAAAggggAACCCCAAAKuCXCb0DVKMkIAAQQQQAABBBBAAAEEEEAAAQQQQAABBBAIgsDwyVeDUGPqiAACCLgo8NFHf5Lu7m4Xc/R3VkePPVqam5qGKrlvX5f09vYObYftgWEactzEiUPNyk5XsGfPh0PbPKhMoLm5WY4++qihTA4d6pY//elPQ9s88JdAS8sYGT16tL8qRW0QQAABBBBAAAEEEEAAgRoJEBivETzFIoCAPwQOHjwoe/ft80dlqlCLpuamYYHxAwcOyEchDmRaljUsMJ6d17Xzj3+sgnR9FDFu3LhhgfHsTRZ8/dv3kWiEwLhPu2e/ei3evn2HT2vnbrVmzjh52PzCGzZukmQy3POrZ+dUnz3r1CHIdDot69ZvGNrmgTMBU7nOynFNKdf1uDrDrOJZR7W0SHv7kcWg33l/vzz4xgdVrAFFXXDKMfLxGeOBQAABBBBQAgTGeRoggAACCCCAAAIIIFBLAXXTLhssrcefbLvD3vbcxUYH+zjsbR5sp6e/cxZxHSwH10EJ//7ODlLI/Umrzb5Efb7+5TpU83Eqi84PAggggEC/AHOM80RAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQQqCsBAuN11d00FgEEEEAAAQQQQAABBBBAAAEEEEAAAQQQQIDAOM8BBBBAAAEEEEAAAQQQQAABBBBAAAEEEEAAgboSIDBeV91NYxFAAAEEEEAAAQQQQAABBBBAAAEEEEAAAQQIjPMcQAABBBBAAAEEEEAAAQQQQAABBBBAAAEEEKgrAQLjddXdNBYBBBBAAAEEEEAAAQQQQAABBBBAAAEEEECAwDjPAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAAIG6EiAwXlfdTWMRQAABBBBAAAEEEEAAAQQQQAABBBBAAAEECIzzHEAAAQQQQAABBBBAAAEEEEAAAQQQQAABBBCoKwEC43XV3TQWAQQQQAABBBBAAAEEEEAAAQQQQAABBBBAgMA4zwEEEEAAAQQQQACBQAgc6u4ORD2pJAIIIIAAAggggAACCPhfgMC4//uIGiKAAAIIIIAAAggogQ8/7JT//k//LOvWb8QDAQQQQAABBBBAAAEEEKhIgMB4RXycjAACCCCAAAIIIFAtgaknTJHmpqb+4Ph//0cC5NVypxwEEEAAAQQQQAABBMIoQGA8jL1KmxBAAAEEEEAAgZAKXPmFJf0tW7dhIwHykPYxzUIAAQQQQAABBBBAoBoCBMaroUwZCCCAAAIIIIAAAq4InDh1ipx95hlDeREgH6LgAQIIIIAAAggggAACCGgIEBjXwCIpAggggAACCCCAQO0FBkeN59aEAHmuBo8RQAABBBBAAAEEEECgnACB8XJCHEcAAQQQQAABBBDwlUD+qPHcyhEgz9XgMQIIIIAAAggggAACCBQTIDBeTIb9CCCAAAIIIIAAAr4VKDRqPLeyBMhzNXiMAAIIIIAAAggggAAC+QIExvNF2EYAAQQQQAABBBDwvUCpUeO5lSdAnqvBYwQQQAABBBBAAAEEEBgUIDA+KMFvBBBAAAEEEEAAgUAJlBs1ntsYAuS5GjxGAAEEEEAAAQQQQAABAuM8BxBAAAEEEEAAAQQCKWB31Hhu4wiQ52rwGAEEEEAAAQQQQACB+hUgMF6/fU/LEUAAAQQQQACBwAvojBrPbSwB8lwNHiOAAAIIIIAAAgggUH8CBMbrr89pMQIIIIAAAgggEBoBJ6PGcxtPgDxXg8cIIIAAAggggAACCNSPAIHx+ulrWooAAggggAACCIRSwOmo8VwMAuS5GjxGAAEEEEAAAQQQQCD8AgTGw9/HtBABBBBAAAEEEAi1QKWjxnNxCJDnavAYAQQQQAABBBBAAIHwCkTC2zRahgACCCCAAAIIIOCGwEcf/cmNbDzN488uvlBeX/Wma2UMBshnnTJTvnjFEpl16kzX8iYjBBBAAAEEEEAAAQQQqL0AgfHa9wE1QAABBBBAAAEEfC3w7b/+niQSCV/X0avKESD3SpZ8EUAAAQQQQAABBBCorQBTqdTWn9IRQAABBBBAAAEEAiAwGCD/7//4z7Ju/cYA1JgqIoAAAggggAACCCCAQCkBAuOldDiGAAIIIIAAAggggECOAAHyHAweIoAAAggggAACCCAQYAGmUglw51F1BBCoXOCoo46ShoaGyjMKSA5NjY3Dajp27NHS3Nw8bF+YNgzTGNYc0zRl0nHHDdvHhnOBxrznU/a5hK9zT6/PHDUqvH/rXtsVyn8wQJ6dg3zpn39BZp58UqFk7EMAAQQQQAABBBBAAAGfChgZ9ePTulEtBBBAAAEEEEAAAR8ILP2Lb9TtHOOl+GPRqFx04SJZ8tlPy9ijjy6VtOSx7NvxdDpdMk1YDmZvUBrGkZuWqWy76+DjiGVZQ11YT/091GiPHuDqEayH2Wb//rOvA4M/qXRGkuofP9UTsNTAkUje4JHqlU5JCCCAgL8EGDHur/6gNggggAACCCCAAAI+F3ArID7YzGygKDfAN7i/Hn5bOQGyemhvto313N9e9jGuXup6l3c2SJv9xw8CCCCAAAK1ECAwXgt1ykQAAQQQQAABBBAInIDbAfHAAVBhBBBAAAEEEEAAAQRCJEBgPESdSVMQQEBf4KOPPpJD3d36Jwb0jLFjx0pzU9NQ7fft65L/v7376W0rK+MAfOxOaP60iRN1MS2abhD9P18BFvN5WCHxDViwgA0bPgMaFnwNWIAGmswIkOhoNGqlJkqTmGYgTvBVx/fYVlq1ju1j3/e5UuRznfie8z7vbZT+fHX9+vR1vd+0QbvVTrdvf1yX1ev10vMXL+p9g6sJVPcUH759RLfbTYevXl3toF49M4HNzc1088aNiY6/tbW5FLdSOTnppurf+bQ3gfi0RR2PAAECBAgQIECAQHkBwXj5HlgBAQIFBaoQZf/goOAK5jt1FWQOB+PHx8eNDjKrWxMMB+PVfV1fvtyfL3qDZ9vZuRgJxk9Pv+O7wP1e6d8Pe9Jg/He//fUCV/ZmaX/56xfpl7/6zVTXOa9A/Kj/u/jZs6+nuvZFPdiD+/dSdS4Otr29L9PZDN7MGBx/ER6rW3w8efyoXkp1P/mnu3v1vsFkAu2+6+Mh1+p+9btcJ8Oc46u2+m/S3r37ST3j3745Sp//+dt632D2Ap89upV+cv/W7CcyAwECBJZAQDC+BE2yRAIECBAgQIAAgXcL/P4Pf3z3D3zAd+cViNdLCvThm3XN3w/OA9ReBePjW5QPWx2ve6r7XKfKOa+DVRcpDG/V527+92z0ueHvG09foBfjs56nD+eIBAg0UkAw3si2KooAAQIECBAgEEegulr8H//815ULnnsgfuUVOwABAgQIECBAgAABApMKCMYnlfM6AgQIECBAgACBhRC46tXiAvGFaKNFECBAgAABAgQIEJirgGB8rtwmI0CAAAECBAgQmKbAVa4WF4hPsxOORYAAAQIECBAgQGC5BATjy9UvqyVAgAABAgQIEBgSmORqcYH4EKAhAQIECBAgQIAAgaACgvGgjVc2AQIECBAgQGDZBT70anGB+LJ33PoJECBAgAABAgQITE9AMD49S0ciQIAAAQIECBCYo8D7Xi0uEJ9jU0xFgAABAgQIECBAYEkEBONL0ijLJECAAAECBAgQyALvc7W4QDx7GREgQIAAAQIECBAgMCogGB/1sEeAAAECBAgQILAEAu+6WlwgvgQNtEQCBAgQIECAAAEChQUE44UbYHoCBAgQIECAAIEPE3jb1eIC8Q9z9NMECBAgQIAAAQIEIgsIxiN3X+0ECBAgQIAAgSUUGL9aXCC+hE20ZAIECBAgQIAAAQKFBQTjhRtgegIECBAgQIAAgfcXGL5aXCD+/m5+kgABAgQIECBAgACBUQHB+KiHPQIECBAgQIAAgQUWqK4WF4gvcIMsjQABAgQIECBAgMCSCAjGl6RRlkmAAAECBAgQiC6wu/dVuvfjH6Vf/PxnabvTic6hfgIECBAgQIAAAQIEriAgGL8CnpcSIECAAAECBAjMT+Dhg3vp0cP785vQTAQIECBAgAABAgQINFag3djKFEaAAAECBAgQINAogVar1ah6FEOAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDkBwXg5ezMTIECAAAECBAgQIECAAAECBAgQIECAQAEBwXgBdFMSIECAAAECBAgQIECAAAECBAgQIECAQDmBj8pNbWYCBAiUF9jqbKXrq9fLL2ROK1hbWxuZaXt7O61vrI8816Sddmv0/d92u53u3LndpBKL1rK6ujoy//r6Ot8RkcXa2ej3x0aAAAECBAgQIECAAAECbwRaF/0NBgECBAgQIECAAAECZQSqP8ej/EnearVS9TXYzs/PB8NGP1ZvzA62SP0e1DyrR66zkp3tcYf7dn5+kXoiidmCjx293f8dfK2dfw+PfdsuAQIEQgkIxkO1W7EECBAgQIAAAQIECBAgQIAAAQIECBAgkC9dYEGAAAECBAgQIECAAAECBAgQIECAAAECBAIIuMd4gCYrkQCBtwscHh6mbvc/b/+Bhn1ne7uTqvtAD7aDg4P0+vXpYLdxj63qnuK3P67r6vV66fnzF/W+wdUEqvvTb3c69UG63W46PHxV7xsslsDm5ma6efPGYi3KaggQIECAAAECBAgQIFBIQDBeCN60BAgshsDJSTft98PhKFsVZA4H48fHJ+nwVXODzGvXro0E49V9XV/u70dp98zr3Ol7Dgfjp6ff8Z25+uQTrPxgRTA+Od9MX3l0dJz+/ezZTOdYlIM/fHA/rays1MvZ3fsynZ2d1ftNHFT3VP/0yeO6tOq+6n9/ulvvG0wmUN0n+cmQa6/v+pTrZJhzfFVnayvdvftJPeMX3xylz//0bb1vMHuBzx7dSj99cGv2E5mBAAECSyAgGF+CJlkiAQIECBAgQIBAkwXifPjmeBejfhBllA9bHe/3NPcvLjkY10tQFuyp8R5Vn7v5v95l3VywhTdoOf3PO7URIECAwPcC7jHuVCBAgAABAgQIECBAgAABAgQIECBAgACBUAKC8VDtViwBAgQIECBAgAABAgQIECBAgAABAgQICMadAwQIECBAgAABAgQIECBAgAABAgQIECAQSkAwHqrdiiVAgAABAgQIECBAgAABAgQIECBAgAABwbhzgAABAgQIECBAgAABAgQIECBAgAABAgRCCQjGQ7VbsQQIECBAgAABAgQIECBAgAABAgQIECAgGHcOECBAgAABAgQIECBAgAABAgQIECBAgEAoAcF4qHYrlgABAgQIECBAgAABAgQIECBAgAABAgQE484BAgQIECBAgAABAgQIECBAgAABAgQIEAglIBgP1W7FEiBAgAABAgQIECBAgAABAgQIECBAgIBg3DlAgAABAgQIECBAgAABAgQIECBAgAABAqEEBOOh2q1YAgQIECBAgAABAgQIECBAgAABAgQIEBCMOwcIECBAgAABAgQIECBAgAABAgQIECBAIJSAYDxUuxVLgAABAgQIECBAgAABAgQIECBAgAABAoJx5wABAgQIECBAgAABAgQIECBAgAABAgQIhBIQjIdqt2IJECBAgAABAgQIECBAgAABAgQIECBAQDDuHCBAgAABAgQIECBAgAABAgQIECBAgACBUAKC8VDtViwBAgQIECBAgAABAgQIECBAgAABAgQICMadAwQIECBAgAABAgQIECBAgAABAgQIECAQSkAwHqrdiiVAgAABAgQIECBAgAABAgQIECBAgAABwbhzgAABAgQIECBAgAABAgQIECBAgAABAgRCCQjGQ7VbsQQIECBAgAABAgQIECBAgAABAgQIECAgGHcOECBAgAABAgQIECBAgAABAgQIECBAgEAoAcF4qHYrlgABAgQIECBAgAABAgQIECBAgAABAgQE484BAgQIECBAgAABAgQIECBAgAABAgQIEAglIBgP1W7FEiBAgAABAgQIECBAgAABAgQIECBAgIBg3DlAgAABAgQIECBAgAABAgQIECBAgAABAqEEBOOh2q1YAgQIECBAgAABAgQIECBAgAABAgQIEBCMOwcIECBAgAABAgQIECBAgAABAgQIECBAIJTAR6GqVSwBAgTGBDqdrbS6ujr2bHN319bWRorb2dlOGxsbI881aafVbo2U02630w/v3Bl5zs7kAtdXr4+8eGNjne+IyGLtrPf7YyNAgAABAgQIECBAgACBNwKti/4GgwABAgQIECBAgACBMgLVn+NR/iRvtVqp+hps59V/RQL8d6R6Y3awRer3oOZZPXKdlezsjnvZ74BzicTswC85cnXdSHvo9/AlP+IpAgQIhBEQjIdptUIJECBAgAABAgQIECBAgAABAgQIECBAoBLIly7wIECAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgCgvFsYUSAAAECBAgQIECAAAECBAgQIECAAAECAQQE4wGarEQCBAgQIECAAAECBAgQIECAAAECBAgQyAKC8WxhRIAAAQIECBAgQIAAAQIECBAgQIAAAQIBBATjAZqsRAIECBAgQIAAAQIECBAgQIAAAQIECBDIAoLxbGFEgAABAgQIECBAgAABAgQIECBAgAABAgEEBOMBmqxEAgQIECBAgAABAgQIECBAgAABAgQIEMgC/wcijLZxjacwfAAAAABJRU5ErkJggg==" /></p>
+<pre class="r"><code>mini_iris%>%
+ mutate(Petal.area = Petal.Length* Petal.Width)</code></pre>
+<pre><code>## Species Petal.Length Petal.Width Petal.area
+## 1 setosa 1.1 0.1 0.11
+## 2 setosa 1.4 0.2 0.28
+## 3 virginica 6.7 2.2 14.74
+## 4 setosa 1.3 0.2 0.26
+## 5 virginica 5.1 1.8 9.18
+## 6 virginica 5.2 2.0 10.40
+## 7 versicolor 4.0 1.3 5.20
+## 8 versicolor 4.4 1.2 5.28
+## 9 virginica 5.1 1.9 9.69
+## 10 versicolor 4.6 1.4 6.44</code></pre>
+</div>
+<div id="summarise" class="section level3" number="7.4.4">
+<h3><span class="header-section-number">7.4.4</span> summarise</h3>
+<p>Tuto: <a href="https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#summarize" class="uri">https://bookdown.org/ansellbr/WEHI_tidyR_course_book/manipulating-data-with-dplyr.html#summarize</a></p>
+<p><img 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" /></p>
+<pre class="r"><code>mini_iris %>%
+ summarise(mean_L = mean(Petal.Length),
+ mean_W = mean(Petal.Width))</code></pre>
+<pre><code>## mean_L mean_W
+## 1 3.89 1.23</code></pre>
+</div>
+<div id="group_bysummarise" class="section level3" number="7.4.5">
+<h3><span class="header-section-number">7.4.5</span>
+group_by/summarise</h3>
+<p><img src="data:image/png;base64,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" /></p>
+<pre class="r"><code>mini_iris %>%
+ group_by(Species) %>%
+ summarise(mean_L = mean(Petal.Length),
+ mean_W = mean(Petal.Width))</code></pre>
+<pre><code>## # A tibble: 3 × 3
+## Species mean_L mean_W
+## <fct> <dbl> <dbl>
+## 1 versicolor 4.33 1.3
+## 2 virginica 5.52 1.98
+## 3 setosa 1.27 0.167</code></pre>
+</div>
+<div id="group_bymutate" class="section level3" number="7.4.6">
+<h3><span class="header-section-number">7.4.6</span>
+group_by/mutate</h3>
+<p><img 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" /></p>
+<pre class="r"><code>mini_iris%>%
+ group_by(Species) %>%
+ mutate(mean_length = mean(Petal.Length))</code></pre>
+<pre><code>## # A tibble: 10 × 4
+## # Groups: Species [3]
+## Species Petal.Length Petal.Width mean_length
+## <fct> <dbl> <dbl> <dbl>
+## 1 setosa 1.1 0.1 1.27
+## 2 setosa 1.4 0.2 1.27
+## 3 virginica 6.7 2.2 5.52
+## 4 setosa 1.3 0.2 1.27
+## 5 virginica 5.1 1.8 5.52
+## 6 virginica 5.2 2 5.52
+## 7 versicolor 4 1.3 4.33
+## 8 versicolor 4.4 1.2 4.33
+## 9 virginica 5.1 1.9 5.52
+## 10 versicolor 4.6 1.4 4.33</code></pre>
+</div>
+<div id="pivot_longerpivot_wider" class="section level3" number="7.4.7">
+<h3><span class="header-section-number">7.4.7</span>
+pivot_longer/pivot_wider</h3>
+<p>Tuto : <a href="https://epirhandbook.com/en/pivoting-data.html" class="uri">https://epirhandbook.com/en/pivoting-data.html</a></p>
+<p><img src="data:image/png;base64,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" 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" /></p>
+<p><a href="https://tidyr.tidyverse.org/reference/pivot_wider.html" class="uri">https://tidyr.tidyverse.org/reference/pivot_wider.html</a></p>
+</div>
+</div>
+</div>
+<div id="faire-de-jolies-graphes-avec-ggplot2" class="section level1" number="8">
+<h1><span class="header-section-number">8</span> Faire de jolies graphes
+avec ggplot2</h1>
+<p>Cheatshhet : <a href="https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf" class="uri">https://raw.githubusercontent.com/rstudio/cheatsheets/main/data-visualization.pdf</a></p>
+<div id="philosophie-de-ggplot2" class="section level2" number="8.1">
+<h2><span class="header-section-number">8.1</span> Philosophie de
+ggplot2</h2>
+<p>Tuto : <a href="http://r.qcbs.ca/workshop03/book-fr/la-grammaire-des-graphiques-gg.html" class="uri">http://r.qcbs.ca/workshop03/book-fr/la-grammaire-des-graphiques-gg.html</a></p>
+<blockquote>
+<p>Commençons par les bases! La librairie ggplot2 est basée sur la
+Grammaire des Graphiques (GG), qui est un cadre pour la visualisation de
+données qui décompose chaque élément d’un graphique en composants
+individuels, créant ainsi des couches distinctes. En utilisant le
+système GG, nous pouvons construire des graphiques étape par étape pour
+des résultats flexibles et personnalisables.</p>
+</blockquote>
+<p><img 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/></p>
+<blockquote>
+<p>Pour créer un ggplot, les couches de données et de mapping sont des
+exigences de base, tandis que les autres couches sont destinées à une
+configuration supplémentaire. Les couches ‘non requises’ sont toujours
+importantes à considérer, mais vous serez en mesure de générer un
+graphique de base sans celles-ci.</p>
+</blockquote>
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/></p>
+<blockquote>
+<p>Un graphique est constitué de différentes couches, combinées ensemble
+pour communiquer visuellement des informations dans nos données.
+Construisons un graphique ggplot étape par étape en ajoutant une couche
+à la fois. Le code ggplot2 est plus facile à lire si chaque ligne
+représente un nouvel élément. C’est ce style qui est généralement
+privilégié pour le code ggplot2 dans la communauté R. Cela signifie que
+lorsque vous ajoutez chaque couche, vous devriez commencer une nouvelle
+ligne.</p>
+</blockquote>
+<p><img 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xcwtejoBGz+iegall6J9krlxRNTsQlnw5fbnVuzkb5BmPdb+l2BEl2cRUj9BS6fzg6wogaKAuPFCWMlh+CAFZV4jn6V3/Ybi7m3XQExDkOD+Hzk6rCbgxZ81WrCDHSKQ0owOScaCqxM2YQV51dV4PLF95ISvXcQTF56lb6Ir9UV5vOdq8toCRqgJ2Bbz0NDTCeiybnRXGAWokfJ6XgQ+H4QjpPc3+1oLTA4MmC5IAr3xx0ByxM6KgZv3ZDqW1WFQTsx/+q0hUMs/gz42Qr0GFN+yRmqpcDJNGEHjOVOTFkOCP49YJAw2UBRYNQh4R/lYV7u9b7p4ZjJkp5zkNH5jUV+63Obgk584Wq2gLq1mgIajAfGbZUjxMgCT6On/6p2Q8hvnPpyJrmvHjBJ4uELPA6eFnYFMTti+vyX3I9ws2s3YTIYKo9o4hxm7tYNOb82D8LLnatk2xSctRqyAhnll5BmCjzoOMKRFdE+omSJ9KCYSSJsgcFX3z30cm2kn2DCOcgrfQdxgt1zJIbnN75ra6GrwXO3CUt47VwKfA21GtNWLHLOqiuwnE6f5QgRJQvkZRLycSZdXIGhKx+3LFAcNyDOncddzIAfORKjt26kx8ZfG89FL91GjOA/Z1JgDvWZUH7Jmau0wMlQXddIfQAR7s6fEFXgqee8MGT5Bqp3l6iPJ/EcWSw/rOPUxas8vxAf76+FYzDfuc3gUCfeakYGdZnQNkpy/soXGDG7dhImiR1HMSfn764E+ZlQBfYVT4M8KOYp/wAGTg7/+J+S2Vs3AO7amt1C3RYull2noa9aCLYEOI4CWkNJ3oIqCxxj7vQF5V7HAXbrcw9R4LF8RIh3nKge0k3yz4rLQMu1WMO/+bV4ANaSYO6iWTUDoxZy2BFgkV+674i8EVUWeIhaFKl4/YObK5kkRBR4iBmUY8TbC6ST0LiwTvL/BEzeuvFH3Maw7EQ0d9Gs+hwYYKY9wasZ4OHz6xDyZlRY4LEj8VUfqPaYJEYf6UQdV1AekZxyIVI9JkKfXA7rvRq683Ln5DkEuN2O4bUzKfAcJJYn+Aae0dIrQgwocE6CPFWBA/y1wqDKa8gQTzZkOXr/Zy1UFRiYpIv+AuHQ1K0br922cSwbgncukm0rOTR/FnzFoVrjgQnfoE3IMQYXOOnkJILJlMOmly9mko5UYOVb6TJZjPqiQ8UHxVMvn1/X/UjdnPxafRHW0QLbfjfwhapXdn0/8Oqawx5t3SDEkALHTo6ESaTnKU+9garj/A+1pipQFNhjpxgbuHXDnBG47gLDyNVvwUGTTEOD+1nF+Q0pv+SNqq7AkzIFjtkpAuVlX6gjCgsX2GenAOc0vfrzK7SbkkK9OCrBVq2kfGV21arT6obDHi29IsSkAofIp1e+PF6oKvAYVWC/cIFDdorErKVXhhX4FiSWJ/hiDUqWDML9mxk8oaVXhJhVYL9MgRN2ioGqwBNUgb3CBR40VGAvPJrfszgLnULt+NZVse3LgSXZ1arq4fcqg0pNaOsGefMaLjA7SaQqcIQ6IvnfgbDWAjODll4ZdyXWHeiwvHD1GM2hMbPsclVRfPvXGYd/aOkVIaYV2LO2wE7hAkfsJB2nDMydv9YPwXegyXLk1m+xhIbx7Oa0DK8u8fHF55fuOyKk4gL3nBxwvHcddpKJMpuYN5xoL3Cv/IfAmApbvJEjBX2WC7dWizmH8u73fu7d78Ep+Cy7LtzhVf/qJqtj6RXd9ktIDQXuFi6wQAUuzAuiGLRI20q2XYT1Gp+P3Gcm5Pf+58fN5svnT4+P73I9Pn76/GWz2fwsneNZlt1cXfY/rA5Wd7XqX4rwZjMOtRjT0itCDCpwYmeBB1oLLBuG6gpb980Mtynox+fVT8Kj7ZIXKq/orqhuEY+fFSVW4rO97DfxQ87hMFp6RcgeFZgK/KzjhxPIZ+XlWKK/DeHL7YVbkd1Fkfref9wo0qvwafPxHuxAS68IMa/AUzsLHDRf4L1u3sVZVjZYd3/lCs8XoxPju9jO14D2cfPpnQI6wz/BcLR1gxAjCxwzSYQXNFVgn0kgwus6MnMvzqq9wbd3MZhAZHhbosO7kWjvkkOB0fcLdvLFV9jcWZi2bhBiaoEnildH0V/grmItdgkmX5yV3rb/MCK/fL1+ePgu/Nh7/8/Tz8WvPzw8rNe8dIj3JV6MdoruXiy2orxFX+ZezL61eDQywpOg5xBCfrF3/zhuAlEcx6d65dQUSCmonN5VChfOLXBriRKldW5AlSLiDD7AFigSR3Bnu4y0yAIaSyiS68Cu8s9ge2CBmUd+nyqJNpar/e7zPj8bWuCFrPEZFFiEDx6lPcOXs54HifDhmdp46W6ZXFVljcsUU2fbbfq9zPG/yn9Ju24tJdnFGtBTRibB1Q0Awwu8ljURhwIHskb/S20DL2cde63wodXwm57r5W0V4pS0a8rvdAfhMr943xGA4QV2ZE3oMCjwpukLTHC9nGVkhQ/Px6BVfO0elBnekj7J3hqHCXMw8gvAosBNX+AxKHDTKpYwxcDLWUGZ4UPn9j4fSdk2VYyveoVT0iLZWaO5FKRVgKsbAFwKvOi60+R4OgvshF1/clguxU2MlrOqcbgM8UH1JecqvQG1kZ5zewinMyngOf/qH4NxdQOAU4HnstMuluPHpK/AzUvc8UwhjNGDUDNazvprJn5xuPZcOh6P1EE1/A5n5El4ZY1tT+pwdQNA3dQK3LTTFC7FfTM/llJvgdeyLnqYRFdpVOaznPWYefl9kZ9pNCoD8ASmYNdHfgHYFdiTdfFS3DHfhFLqLrAgWbe5G0MvaPFiNZ/lrL6lJ7sB3wbvLB0KUoCjVwAtTa7Ajc8g9m6Pv1XHDCiwJxtE78UNy03cetGMz3JWf865PZY8pRu4T8ClJ1KAo1cALU2vwJ5s4s6bOuK7oZRmFNgh2SD0HVG33lDXVW9Wy1lvlub2mM40uMzShEYS4eoGAOcCi0A2Cvz51S80Y1kypcBiLRuFm/Xsn+wtglBKaUCBK0vf4ApvT/bITjS0i6WGZYFx9AqAf4GXobwhDNxos4kil2JZMarAIpK3xO7r8w4olBVzCmzycpbCAMwuwYWliF+BcXUDYBIFFr58zMACOyQfM6/Api5npbYKZi9EryxNdjSoAG/7BZhKgW9Nk4YX+NbwzqDABi5npbYWOV2ZSIELGo6Lo1cAUyqw48oGxhdYrJsSzKXAZi1nbXNbj5SGlFh6ZHQFR68ATGREgYUTyBoGBW5KMKsCm7OcdbLVMCsw7S0d9vQ3HL0CMJUZBRZOJK+wKLBYXz8cvwKbsZxlK+JW4ORiPcZjAsbVDQAx0QLXosekwGIeyL/xLLD+5aytrQs14b0NvaIK8gtgPmMKLJYk/2BTYOEsQvkL5wK3XM6aSoFPNLRi5Cl4n1DfIu+9AIDSdAssHF+9ZaHrzcwosBBzVyqjjem/SNO0nJXbWuR0G8vL0E8F9SvA0SuAPyZcYCFmi7hFfk0psBBLtQbHxudX33LW2dYipWZMx+BdQS9wdQOAB6MKLITjPYoZvX5TMKrAQswf/ewQMvvwNrXlLObvRspTGslqhAZfsgT5BeDFX9TNxUPeosZRfHjxwMyL4lvHHhfrmbhpuahZqzwjv9tD1f9PEDbHlyJe9W21nMX4IsdpS+MpnqxB7Yt+84urGwD/LWftb9yA4rASU+BGC2/J4DvC3FtELsW/n3e08T3eO6SPl7PYnoU+07iSbKhB+PI7vzh6BQAwKfeXs5h+NNJpS+NLsv4n4V2WUAVXNwAApunechbDj+cv+6tL0V+FL7usoF4x21YAAPhPNC5ncWxwfibNimx/MS2+uLoBAGC0huUsbg0+pfQ2yau3Z3jVpcOXp322Sqh3EfILAGC8oZez0pM9lLxDfpMvH799/fqj8q7mR+Xr128fPhedg15k2X73dLnf3Sq82apIaBC4ugEAwMbAy1npKR8gv+dW+S3K8FbRVVe2+Nvn5E3DdVEUq9Uqe1X+qfx7ktCggg3yCwDAzLDLWem5z1H41Ka+RT297UJcdZgHXN0AAGBq4OWs9Pz2WTjPy/q2iu+7Pvz49M34Cgf4sH34yd4d4yYOhGEYTjUncG8pJUdYGsviFuwBcojcIBUFh/ARIlfu3PkGaSyEUxgJjUTlYhnQapdMCPZkxsw471PSuHw10qcfAEFzPM5SGd68G7c3G/L0lbFd64XwFkevAGAS3F/OyrY7VeL3XuHd7FR6h6jnMnZCevkUXvL6BYAJGetvDevtdne0uaR+2m6P3TXwksvYIfksvMLRKwCYoNM4KzALGbsmc+ELrm4AwGSdxlnBqHMZj2IuPEB+AWDqTuOsANTreDRyL+7r9Wn2AAD4AWZP3lc4j0eVi4E4egUA8HycZWQv45GtxQAcvQIATHOclce9te3jURtkgjl6BQA/mY/jrPWw/J61363wXtzG1Q0AwITHWeuB+bVUYSnGsyS/AADvxlnPBvm1UmHxJa5uAAD+N8FxloyVXvm1W+FafIb8AgCumdY4a2+UX10ba+7+BubqBgDA33HWIv6CVl+LT2Ep3HolvwAAn8dZK4P8WqnwQnzE1Q0AQF8TGGfVBvm1UWEpPuLqBgBgkNDHWdI0v+YV1gPM1Q0AwP2NPM6qteWVLe3YAX7hz/YBAAGNs1am+TV/CufiL45eAQB8M944a6Xl122F5V7YtuT1CwAIcJxVSy2/7ios5+KMqxsAAK+NMM4qqqZ71DipsMyFwtUNAEAQHI6zsqKKlLJ7dO/wOyO/AICwqHGWq/yeuX4Hd+XpY1WR2bq6MXsAAOAKj8dZKr+XUncP4a78Ff1zrDBHrwAAYbE0zsqKSOMqwt0hiTSqwhy9AgCERY2zbOVX99YcOotv36aKrioKjl4BAAJjPM7Kqui2qim77z99y7THl4qMqxsAgLAYjLOKKuqvSspD1xmk99je5OJDViq8JL8AAH+ocZbV/OrSpFQl7m51V4W3bFKzj6gKc3UDABAWNc4aMHw295amSdOUl5omSbXsGleY/P5h545RG4eiMAr7NgOvzw4izDC4DbiwCK60iKkHUo4xQZgUbgNR4UK1mhQmS3AaocJlMKQaZQMDWkUsKziOjaTnpPB94Xw7UHUQ7+cCANxSjrMa8+uKLOPqBgDAMeU4y+38HvwKL8gvAMAJ5TjL7fy+V5irGwAAt2zHWQ/ZmbuKPEjjPuNnAIBbfl0t3M6vVLr+7agDAIAjeuFjIBLkxZmLyvzumkThoAMAgHab/FYcrHCV3wPjZNbrAACg1uDWD2RP7kqFizK/tYJlMuNZGACg0Tq/UiMv1Fc4D6QV4ywAgDqjeCnNFP8KFzb5ZZwFAFCnJb+6n4Wt8ss4CwCgTj+ZSMXBChe5tGOcBQDQ5twuv0rHWWV+vyJIGWcBAE7gfBZ1pZXWcZZVfhlnAQC06VnlV+s4yyq/jLMAANpUVzdqKX8Wtsov4ywAgDaD9/w6WGGb/DLOAgCoU17daKd0nFUUgbRinAUAUGcUp9JO6TjLKr+MswAA6thd3VA6zrK6usE4CwCgTj8ZSzPFz8L7T7/jKI5qg8w4CwCghtXVDa0V3s1vsIzCp6FZmzd9EeMsAMDpHXt1Q9c4a5vfbpqEz1NjPM+seS/ShnEWAMDet8pv8zjLPr9dPy7bu2ueig3GWQAAa0qvbpxgnFXkMvFf7ueeMZ75KAzEFuMsAECzb5zfzzwL/3vctNfzzKGhL0dinAUAsPX1qxuq8ntEhVfZ/8ueKf97a9yf/ssYZwEAavIretWPs1bZw4+7mz9DzzSYKvk2xlkAgMOrG+rtjbNWm/au3Vz8NM2euqIH4ywAgEv53Vb4rb13ld+Xrfk100i0YZwFACivbrhjkoTP19dXi7f8/r3wjDEu/QAzzgIAvLJ3x7iJQ1EYhXml3zZsWSloR6IAjahYjgdZI4vKrQsXFNSWIhfewgwSoqKkcelVzBIGJTPWk42JSSDhXZ9vB5FQTgx/LieuXfk9icpiHnueM//2/fePn57ztjhTD4xxFgAM0ANc3Xi/1T7Nqryoj111Kh/+TwzGWQAwKGOb82vw91V5IcHeRlmBcRYADMOjXd14v1VV2P0AzDgLAIZjKia/oZnfuGy12KuUbRhnAYBUj3114xphZBS3iEKl1CH3HEMRKisxzgIAcZZi8juL5kZpqzq1fu7U7HsAZpwFACLZdHXjslkem/ldKdP2qf4eQssxzgIACSZS8rtIjfx65cZXTQfPOYlkfNTNOAsArGbd1Y3u/B49I7+Zr85Ji6KU8m474ywAsJa7lpJfPzPy+3RMZTzkMs4CAJGsPnrVyK9xdiMeWH4ZZwGAXSRd3SidWpxLeoeZcRYASCMpv4VTmw85v4yzAODhTZOZkPw2rm5Y/w9GjLMAQDA7j16tquMmbOV3bubX0gNXJsZZwJeLkqbozK/RlskIEHl14/8bzfFxs+q4uiFkz/2CcRbwhXa66XnUNNEtsxEgL7/hKb+GeZ765JdxFj5kPFknyeYkidasBigwzuPqhvoziwqnk1dmQv6dqoVxFu5hmWz9X4E2BTteIBQY9+Pamt9/FnWFm/kVMijrxDgLNzRNwmfdZXdIeIFQYLzg6kaTn+Zxq8AV42fGWejHTfxAXxb4G14fFBi3M5aR39ejV84Z8XFj9eN9L4yz8FHL7bPuI9gz6ZVdYHfSwicQJq5uvHF1w3Ma5vlWgXEWOk1nge7NX4+GTXaBp7rlMMLNTWXm9+Xo1b4qPaPIRz4OZpyFbm4a6KuEo0GjwBjk1Y0eR69Cc5w13C9hYJyF/iZKX0mNBo0C4yOWYvI7u3z0apVFUn7S6zDOQn9ZoCkwBabAFwz+6oaJo1efbbHfMM6Syg21psAUmAJ/homU/C5SI79eWQnZcz8wxlkyLZWmwBSYAnfi6NWZ/B49jl5dgXEWOix3mgJTYAp8b+5aSn79zMjvEyvnfhhnoSPAFJgCU+DzOHrVzm/5ml9WztdinIWW6S9Nge9V4KBlO7ICBb6pcSQlv6uqdGpxnipciXEWTK7SFPhWBZbjL3vnj+MoDMVhKOddgxXaggNQhGIqjmNZFMjVthQULqgtoS3mCgjJoko5zZZ7mv0zm9lMjO1H4mQgeV87szHgWb488/yDDBxR6JUvdYM2Ga0Aas7aOAU4YPGkGilzKRtVCE0GJgMTi1M37kS/J6kb9LaF9UDNWdulcei3arLTu8mkycBkYOIBQ69OUjeIlUHNWZuEM6t/x/n5lFNPBiYDE154dy9lIqVubARqztoce7AgeGQj6zQZmAxMUOgVsTqoOWtTSJiHNZGLpNNkYDIwYSFXd7JKS6kbm4SaszZDDLP0MvKQtQxh4EyqScS6Z7/p+0FM6sxHFUneFVX59kGsH9J92/AgOzSrv0fX61LsrEuJ5b9fmVQe1sD4oxz6t/Ne1HDB664tRDkMfc8Y/DmF+M+Fy5NbGTiRqniffl1W4+JJ29V/PmEYDn9BsZjarl5100myzdCron5+qYvSoV9K3dgU1Jy1BWqLgPPIDxex5/Y7DjDDUNTJwoqiLRmY9FXj0zmvDJrogKx6OILPCUCdnIIeucvAuAM4pakMuO0oAeIuQ3xfGcXAwAIrRxlZkNUBMNCVwRhZkWMMJnpCz37W7LW1RX+vVtl2stHUjf8LzX8sTKkb9wI1Z62dFOZgMkIhXdYserDCJoziTQmaiNrtbjA4OEOW8BFuDj0yMGB7HjoTqwCD/OgoDXqVON95VzLw0lumoAmzJZyPvX3okUd+ZMXAw7Dv8mhFZNvU7/T69emYL6/dpH48kX7vA2rOWjE5zNJd/sECPJQ4y/OCgRvdnGPgrADwGbixSISp5EYG5pVNfHbzaMCSyrAGxk8/m3aRmzwFHP1aHLzh1A3RvX57svCNUje2DzVnrZUJ5hDRBZjiQDdbmyQjAz+DXGxgPoDPwNnkcBe/iYEbRx0p7QbGY4owCWBgvgcvTCWeeceyCgPvtqvff1Td6xfS7x1TTutaMCJ+k/QwA+PRZTQ9oGC+WlsOgKPIlhlY9t5b+a4EBzq/gYFHcMBkAAODloFrYPz0p9zusxTe2IaB7yZ1Y/r+/HTCS30vgV4ENWetDglzjBdqfQ9oRBY5UIBm4EsMnDOYgS95W0Uvr2xg73VkPICBgTUBamDU9OPL+KyEN7ZgYH5V/d7SftMh9IosfM9Qc9aKKGAGdtn87EpYQMztJi9gAb3EG5hr8Bk4i73qyq9r4ESAhzgJYGBgdYAaGDP9+D3nFfxj9QY2UzcCNyhj7Bc+deP55fSx8Nd6iy1mBDVnrZsBZphu+qZDzW0CrmARTGINnMT+W7nAHPlVDbwHL20IAwPLQ9XAy6e/cXdjr9vA+bX1+74R9+cUX5Pybaz30dLT5qyX+k6W2QlqzloTO5hDXvSRMSxk2HmbxLAKRhp49N/KFUo+/RUNXIEfxkMYGIYkQA1sCBhbgBtkGg6s2MDXTt2ofr7txn3fEOQdL3zo1fTz9Qu9hOGOoeasT6aGGXR0AUkKiymTaIYWFtNzlIFT/61cMkAT3sB4iiAGhjZUDZyUsBBm3gE6eGelBk5kK+IbMH208PP34LuN0w/6fVWlWR5vMd6LwCM6qoQ/jREgcPZvC2cwonvElrs8P+dWngxgsEoDsyyIgRkPVAOPsJghceSkrtHAtw29Kov65UNTVBgLU+gV8RehqAj+RITz0RyeS2tHaS5m93AObRgDKzBZpYGh8RmYDem+GFvVjsWUatv0jGFq4Brm0VXRtoVgqDqez4dQVsWo1DhOYmCfaOCs/oTQq7T9/hy8NVl0x6FX39uYeDhIv5/N4OwIXk4SW9MDC6XGvfXHCVZJWhRt104psxVzIQycGfo/0llVDisysHAYmJnbDrJ6Piq0T0LUwIl2R1AmdYmoYTswEB+TpPNmFP0SA99B6NWhMSpMc5b4eVRYP1PqxiOy72hn8KfTgwmLzqfzZUBzS9SRwnlTyPeboZq3ZBXCwApmKZvsEFStb2fguG0kl82ewRwssRhYF5ZGx0wxdy1dxwfAoI8NJs8jiCmLjugYGKTGtcA0ucu2ZLc08K759D2xonv92JzVifgMqvrlibqcHxvS7yrIHDUNHl8NNOTRETy21GD+5fG++XDwe5tF8QYuxybnPJdNkbL//zbR3r2ryRjYwP7w7N2EbVzXwCrnKzM0GOwDvJ1wZ1G79zlF7Z77xi7FlHkMfHehV5c2Z1X/Uzeoy/kxKYuGEjnWQR44E7qZdcjpQmjqfxUEZ5YEfkQfGdrAbOQfVhjFoS23BsTozU0M3HpXGFRkMBTcM+/MPO4ABlao59SNrwiOl/Tm83a4uoF5N8VrYqY5qzwjdePlJ+n38SD9rgkZOI8jBhO9Q0V2DF4hMYmKTmIcaWBhaIrvHB9r3Oa7Gxi48//WNGPOc6LQ8osNnGjXmeIHHww/u8lnz3cboVfBm7Pw+qVNRo9HOtaUhLUmZNhQaA4z1Mhhc99+mjbCNUwriwDRp5kx3Ojp1Q08IY6sDLT40Vxs4BoM+jk5cuaejME4w08jV2suE7HNWWbqRkcJk49HOta08Xdl1DBDG3QvsMBugmo9itYJct2zRBm4WHZVdObVWHgDm/6aQuWn2CWINzDi4BTyFwfDwBfElG8l9OpGzVlm6FUZE4+GaCmBcoU0YQ0cW0pblLsGj48UuvVrZ4yFiO7wjN5FM1ThDbz8GWofnYN53cTFBu6xr/ho3DvgSjghzSI8W0zdCN+cRakbBOl3/YQ1cMLAYMC7OnP/mKNtWfsNzLjziwRSJfV1DaxxX10CfVmKlxkYdWwCnUbeOb/YDI3XwQ+rX3tz1pt+n0i/jw2lbqyYsKvQEv9hLZjUTpWn+DFHv4GLyAF69KS/qoHHmRHBJPH5JK87NU5TdUxv+v5SA3dgoNBXePL8cbC06KRbw3eQuhG4OevHy5F+KXXjEakUbftdM2E7sRT+NUu5U9Y54G/mvU+X+dLYL44fvbqqgXOUu2DntInQgINdauAJPfuRdq6V1GBDl3vVnMwd6dfWnEWhVw8OpW6snrC7kSZ8gZYw1829sVbIJiUYaK+BS/fSPFol7TUNrJFfOGz/y7iKwSCIgfEzMczDnKNnDJywofrwXOv+UjcutfCfJ7+08eihKSfS7wbgMEManUlqfQxsMri02AK+0issLsEW1CYdfvTmmgYWluuGM7AUsJBLDawBjecKC/DD0rAW5nei3zie6ueZInhzT7YJSt24f36xd/Y6csJQFL4uc1+DCKXgASigSMXjWIjCokpLQeHCNRJKkVdASGiqKdOkzNNEkfIzs/bga/AkhvHX7mrNzkr7Yfv4OEEDE2xksljEsn67rE2mRxdf1jYDS1hhpo9eP9PAMxhgNAPXLTqT7DQwxz3IDRdTjmV+6tYNDcfSq0+f7sNZMYj1ClRlF1s3DsOIOjzx98MusGXq2qLG5LRmbDNwBitc6KMnzzRwt93AiuM/N3CBuxDagjaJSsBe8rPot/ql39/1HKmpOeu/3y4ReSZVbN04FsznhefcIXM8rxk4Rfp1EYJoYPos/+owOn+igY1uqQgGTq6I/97ANe6i03qribT16Vs37OitG+lKc1ZYLdcRX7R91O/RaNCA8mfg2aU+K1nRTOUSJhMWAaaun0n6Pwwstxr4iv/DwDnuQmkrG1RGCVtJVMilk3TSO/1+HSp7c9ZJXjwiN8d+o36PR2+/YpeOy9niYW1tmDlsKOfW+ZTrL9g6jD4+0cA5GEjtBu7x+AaGAelwCdspRNDVzxYspVdac1YMZ52TdpAQOSLSflcvHe5sYPocOPU5B764Gjg9kIElP6SBB7inG5HMWMMuanFYGbXq223rRm9vzorhrLMRS68OjPnopTj5PnAJazSB7APnxNeDWl+nPuA+8KD9vCuSaX2cRjpeRqn9/sW1dSOGs05GbN04OAwNtCfPQs9whCz0NgOLhzUW7aWc/zCGloUeQCO/cnqS2gNJri7HkVFzq98vgqLfGM46GVG/x2dGA7z2dR64cQgcL7Yv0s8D7zLwTB+9Ds/ALRrg17chSebdwAnfa2CdYkg5UkjBE5k8xLZwIz7e6rfxdq2hThUzW0ESWzfOQY4mrk/vxGKowVazRJnDZDrZZeCBProIzsAZR520prwtJd47sTij0z0Su5gZRw3r3VUnDmeVd/r9Tn9W93BW1X/+FJPT4RH1ex4Wf+nSq0O7B1+bLyvUkXTtL2A1sKde6CE4AwvUuSagsfg3MKP+9d3Ju76ZRlqU+jcnDWf9bt2gNz67h7NujhjH5HR4pLOIpVfnYUYTU+LpaFNOj+3Mq/lmRX+DqPYZOKePfg3OwCVqTBnocP8Gbiy/wm4K+VPEiLTrRE4Yzqr6u9IrRXeiezjr9xmnm5IPFvn/pLH06mTUaKQEdwT9DgS1eoo3Q52Wrstyn4ETTt7PXoIzcEt7e6jRv4EHy9CeKLoUSWn1k4Wz3pZeaY/l/1rD2+HiDDgA2l5G/Z6O5lFLIIWss6RhK/LaMRaru5Q8I8+7u30Gpo8uMTgDT7R7nbonGFjSQ/U7EZRj2HCmcNbdjPSD1rpBhx7Ouu3YCuQl5LWJ+j0pEo1wioLFwiz//rGmnlxZ4C8Xm1fpQ9IN7D56GZ6BDXEoMNCQDJw5OTXh3gNS9K16Dk+lEL2Lhb3r952l9Mp/yPo3H0Wc/QZAbN04Me1WBefNm9W/GS2yoX6joM6mBeow2GngjrjKWfPwDEybHdacZGCw/BXszzYQBbc/P5jAI44dzrpr3fiktW541u+fsWJzVkA0Ub+nJudopkxghbrkb80kUYfnRAFI29nSDjSSCXX6vQYukDb6FcMzMCfNDkukGZg7rfZ2G0+W520DjqRuF04eNpzVfr3NR12YBZ+z3/fvY3NWCMTWjfMz4wMmCffofUXMerQpTUiz7iWxyW2sSUd3Md9rYEhJowsM0MAj5SSV5EQDL07tUxnfshMsWy3opgqwULnOgQ8bzvqZU36+fqvvn+6nvd+vsTnr/1Ndon5fgWzBR6RGBxeK4S+Y3YgXkvF7e1EIKwjLxZjCbgMryuj5GKKBJ8Jg9YJEA09rZ5t0SnTOnXeVIWrOeZk71plzsHLccFZjucTYUwrrw9+OrXit4f8ntm68DpLjQ5ZZJm8yKYw/2h8tOBpoMrghu1BKjSo0MOV2UaLYb+CM20fvOIZo4NS+D1BPSDVwgzqLKpxOtl0eK7ueF0STgRGx6jKXk+cLEDlHOIuKe0XWl+9NvNbw/1OVXWzdeCEGXIOzZh6UUsN8TZf1hNJstrhK/k56FjQxk5Z4eV/Ab2SKJhjsNzCU5tHL+nbpNEgDl6iz3H2HHJFs4BmNLCz9S23bGV+EWb89Q8SHBkbkrarJaxQp0Dl6OOspxGsNw6GKrRsvR4MbYbQF7fE6dFJ26vLo6wU1od32nciFKic0I30YuOZoZrrOaiibBTFQA3fGZ1LJbX6dbmCBdnL758aG4m2g6TIh4mMD/2a6qFx7qNQev7Nw5HDWM4jXGoZD20f9viBJittglq1ZIsqS0CZzAR8GhhLXCdbABTc/VTN0Uqh5QnQxcIZ2ctJiytT0qpOy64b5yrilcoy/vVex7FXXSSk6Nbej5cWLzlHDWZ6J1xqGQ2zdeFkyhptgliM6NBpiHMrKUvgxcDHiY0I2MLS4lYSSCtfJ9w+vG9iVCbZy0HDWvyeGs55NO0iIvCyFRcFUA2cTOrMUnlbGeQ5bDUyfy4dtYIFbSSyvQSQDFwva8W/gAULghOGsX8RwlplYehXxRmYxHtHAUI/oyJibH6hCVzrwYWD6XH4cgzMwVEhgWWgGzka0kVMOaT3ZwEs4S3cxnBWJrRuRTczoDgPXHVz6ZcTFhG4o8GfgbKE8+RKegSkfP88ZzcAwoI2ccLTt2QYWEBQxnBWJ+o34uHOGaOA906BRwiOKCl1Q4MXA9Ll8BwEaGHokPDjVwAlzNTBoryVPN/AMwRHDWZHYuhFxpWjQEWaUF0MyUw2PSa5IhgvwYmD6ZE5BkAZOWrSggGxgqEdXA0NdoQW/Br5AmLxOOKuxh7Oq/uvHr+pFPo+o38hWxIQucLPMshKJXDJYRXGkUdXgw8D0uTxXEKaBrRvoAzgYGPLF1cCQ9NyTgQ86A47hrN/hrD/6fR+T03eks4ilVxEDiVrQgl4SpSNJJl8E2KhbJMCHBHwYmD6XHyWEauD1UB0XQDaw/hcgPmZeIZ2lzLcbeOwgdF43nCX6irF0uFPzu/fiNZbnV0hj6VXE0pZPYFLZPpOPQwIEZGV/EygAnmBgSEp8QFpDuAYGGB5KjOVgMbCOSG0G1hEVVb8S3tKM9HfAg6zjvWw46+ObOw+/Da/xNvKDvTtWbRUMoDjuN+rWZ6jIHfIADjpk8nFEHMQpq4ODQ2ZBMuQVRAiZHLOETOE+zL22V2ubWKOlt+r3/60FKy30VHM8srqBLzDtvC9+C7M/yQ3tE6IO8H6J72rdDrGnKOMSuJ9p3P2WkaJMOoEVM9S69in7E/iWFztuTwLfSI5uX346caLcZaZh9kB6FzPJX7nLWY1fp1SOHwDxiy/zUiPT7svC1Hz4IB1LwbGpDGFtw/sHyu2++zmecWOrVEbHvxM137I0PirHncDWuHE3WWPjhtVx3qX7yT89tnHjuS9Aotj2w+7TvLWKjgetQxbGPR+EmVFhHLROuT3DBSGJylnXvfqOfpL+eWFWNzCMFxW+c3C1mpsJv4i8oX9zSnFw24eIA2vkJUT7ZLI8rM/lm1lRM2Xs5v58nt5bRbbI6p+W+KET96IiFJnWcLM8tNPEUh5jJdu4NHJXe+MenDIO5nT1K185y28+EGY56x+f+MVIK88zk8Q0LWU86/UQrRAYfyCzOtCz8n9ZZmJ6M/yzvzInceL173+ljPTs/TvCIm7iLbqcdQzWapd9IOWVMKsbADAlyyxn2bvN+8i9lpIvZzlH4hcAJmeB5awwbkXwPvAlX85idQMApmuB5ay/cfuruvoNxTu+bK81dOyI1Q0AmLYFlrOOhuSvNXRY3QCAmVh0OevjctbSy1lhTPwCwKwss5z11dca7lR1k4r5YHUDAGZpgeWsL77WsNRfMnomza0wneFQDABgueWs8a81LOuYPk2/t8XoFQAswALLWZXB5az07Wv6ddI3B1jdAIDloJxln9W2dSEmivgFgMWRuJxV1Pnbcp7gjQHHjohfAFgkactZtSm/35/RKwBYOGnLWR9N6skkpwgYvQIACchRznLsqpnVaTpPJhmMXgGATJZcznLK+Hpaq6qu9toZYgxWNwAA0pez8svT70suKr6dXnen/eZv9urqg/SrGID4BQBQzqrkv59eVSkcbNQx9rYYgNUNAID05axLE79NCjvHeBvs9mtdVfXHr4PPoehF/AIAvoUVxNPfauyM33YIX0TF8O0BUazvHNGH1Q0AQIuk5awmfjtSOBcN4+XD4fP+NYp//skk50j8AgDmWc5q4rc/hduc8PMoPpeiE6sbAIAOspSz8iZ+R6RwE8VNZfq9kyEGGBO/rG4AAOZYzhoUv00Ki06OX1RXxWu9fnppsxXfxWF1AwAwz3JWfnkapylnfRbF9ksUb77pwSQjJn4BALMsZ42I39sb0kOwugEA+HlDy1mTi98fTOEwTRQAAGZYzmpGr2aYwqxuAAD+sHcHKW2EYRyHncUcoBfIphDoIiB4hhDcGw/STelBXAtdeoKg64IHmOzmENmEBtzUsfI1mqSv00ng++B5QFBw/yPJf94UOs7qu7waPs5ydQOALP1rnFVGfg+Ms+QXgOztHWeVlN/oDenhj/3KLwB/FTTOOpjf/Cvs6BUA+xQwzgqvbmRc4dn9N0evADgg63FWj/xmN84aO3oFQCTPcVbfx35zGme5ugHAR2U2znrObwbaZiG/ABSmG2flcXVjcIVd3QCgLC/jrHyHz70qLL8AlKUbZ5Wd31RhVzcAKEw3zio7v2mcJb8AFKYbZxWd31ThhasbABSmG2dl9djvoAqn/Lq6AUD+XsZZRed3u8JjR68AKEg3zsrqsd//87R+nF6dAUBRunFW4fmtO9cX0/kZABTj9vJishytnz6VaPOS3+T67vL2DADy95zf+tXjaHOqCrfpt9PlN3k4v3KJEoCszac3k/qNx/Xm07E11Ww8q5r29PlNJjcqDECu5tOHep/laL05bn7/CCrcN7/LOjC5Mc4CIDvz85TfE1a4qcZJqvAR8jta1iHjLACyMz//WseCcVbv/CaDvm+p/VB+jbMAyM3nq7vrOjR0nNW+y+/q9WfgG9JP61EdM84CIDs98huMs+L8pvautv4IKjw8v8ZZAOTmy+WPSR0Y/rFw28y287tj57XwMfNrnAVAbm6D/PaucJzfZFU1aROd+rtT4eDoVcw4C4DcpKsbgWHjrHYxexve931NFU7vTSfVogke+w0YZwGQm/m0b37jcVaU39XWq9+32lTh9G87E+m++TXOAiA76epGYNg4q6n25nfRhkutQxPpdHUjZJwFQHbC/A7/WDjlN4nym14zV+PDE+mP5tc4C4DsBFc3jlThn9/3DZ1XTdvnYOVuhe9/XUzqiHEW8Ju9+2dtGwjjOO7lhhv8FrJYgzocCDR47mCKd/95H8oUL51Elo7RWoM7FIIGgcjSvoEu8ZCx9G2UBrKUQhAlvutZcW2fHn0/r8Dbl6DnfgFCM5qdIL9qUZWR1u/vv182EXXn11/hxof7SGsdrZbe622OswAAAWlGr45qUdW68fb+49VzhFusPtuOs65uHiLdiFZ5qjw4zgIAhGA0vTXq6LK81i99/vTlnSe/vhmty5sHvSOu80z5cZwFAGgnkNGrVvld6V1RmRjPZodvdeNXvtJ247JaKB+OswAAZ7GenuJ4qbBWMi4T49ns2G/0ymyWrgqvlhuOswAAoWlGr46qWI71rvEybbGc5Rm9cleY4ywAQGjmk8Koo0td+fUsZ/nzaz+zjvVfOM4CAISmWd04JrOxBnGVFwf8W0Pf6kaR15G2issqUx58FgYAHNE8OUV+E09+vctZ7vz6pBxnAQCCc4rRK2Uq6x+idb446B8q/Xi88Oe3+Sw81jZRXag9cJwFABgMure64c9v+wo/PV60+xHW/FZG7YvjLABAh/LrevZbmYP+reHTz4v/8vZYtcVxFgCgw6sbnvz6fTv4R8Svzy+fhQEAHczvCcrnf3scLzfnzy8VBoCesY9eiSyf++1xYDjOAgDxHKNXEsuXLuPz/wiOswAA7tUNgeUzG8ePKFTQOM4CAIHs+ZVYPpOUkXX6I1MdwGdhABDFvrohsXyLyvEjFqo7qDAAiDCa2fIrsnzO1Y0u5ZfjLAAQwb66IbJ8WR7S6BXHWQDQZ6PpraU+IssX5OgVx1kA0EuO1Q2J5StCmP54ic/CANBL9tUNkeUrQnh7bEOFAaB37KsbIssXxPTHP3GcBQB9MZ8URu2SWL40gLfHe+E4CwDEc6xuCCyfScrY+vhJdH45zgKAIM0TW34lli+I6Y/W+CwMSDYf7kgH5zcd7kgG+IPRq9e9Pbb9iLpTo1dUGL2zXs/Xor+gUOCesq9uiCzfogrg7XFIOM5C6NbT269qez18dn23NVmaTGbiakyB+8ieX5Hlc7097m1+Oc5C6KbFduhyZ9LJ7M1ADArcO/bVDZHly0J4exwujrN+s3fGuHHDQBRNoyLFnEIprIIAARY5gQr2En0PlekNnmBrASyFFAYMVrqDzhQkcQzHJFfa9S41kv5rDSGSY+N5NZ9/AD9a5WmWadzLaxwY+Fgk9LtH850eozfx6KBfjIUBU9qRluI7uYM/IGHgAxEvvdql+VicPd4IsDBgQjlYuoQqYTUfkEsftQ9oGBh48AEtDLwElF7d6Oxx+ibM08vLIU4EI5wFeNMKolsYuKEA9yUPkgI0AwMrCoCB59lL60ZO/Qo3U/2R2NH08HKgg8EIZwGGNJ5gYBh4f2TRr2BSepU+ezw/rv7+c4tb+YsC4SywAxpLMDAMvDeO1LqRuAmTfl8e8uPwSS2MhcEatJZgYBh4V5RNTL+5zMejdWNev+FVP54ULAwLg5xUE8HAMPCOyNi6EfJmvix0TxdVfwST4tjFCGchnAUyoggGhoF3Q9kMWY79Mi69kiKZFpsF4SyEs0BWGoKBYeCdsGrpVebWjWT1x0Xjavd2hDlMkh2+PwvhLHB/BAwMA++CPot+TzxKr75Hqz/UNWkx8dfCCGdhLAyWsf5H4D0YuGoCQjfmN3DffGR/SzHesYfWjcB8cfKVXl2+o8nIxx8IZ8HCIDsjxbGTGZWTcnAnU/g9GjgPigIQ8rg1bX1OEruqe0yePf78jqbu+edD0sJH77REOAvcB0sRvNLlx5WFnYeBYWCG5Cm9YtK68RB9VXy6fEdTOmH2DeEshLNALjSFWFkmGg6MhYFhYE7E9ZvJfFsqvbpgXK3eX4rmLISzwB0ZKODc5oBSjxYGhoF5cKTSq5dE9cfNdzQhnIWxMMiHoYCZn66qFjAwDHwtm2vdYFx6JW6+ownhLFgYZGWij3RLVvnbOxm4bWrpTuPYGSGMGUcndcvHwGWjpVPjaP7c28lJ3fSMDNzq2o2jMcJ042mom2rxddKp078LldTsw9e59Mu4deNZ3HxHE8JZCGeB3NjrtFV9nMa9MlCAqQPCf6Js9TAKT1GmTqZ/0pv6lZECVB3QvHuG2FeT9PU4xTPjndPh7en6FUMBsg5og+9l7KtpSq2EDecJZtApDb89VWEpwmRc3fIceJW5Wje46jcY5t5iRxPCWQhngfz0t/mEJukiTHCUxNIMk0rYsaOLGK5q5KhkQWexhfr/N7Ggi6g/08hR1sZSEjG0yevE3FOduP2Vf6TSq+Qw9+bjaoSzEM4CeUlbqMpr4NbTQoReycCVs7SEaVzDwL3yNEOhY/4dPC3Bd2z+yO+1ylF69ci29Or7paVXS+SIcNZNxsKwMLiCdvXPwA0tR7RrGFh7WkqV3cC9soueOkBPtBQekZNMpVecWzfU2juazDPCWQhngfsauOZrYCKZ38CKiK+Ba7v0qcP/sS0ZOFvrBl/9npjsaEI4C+EscE8DC84GprHMbOCR+Bq4N0TXGdjRhgx8qNKrxDCX15KIUzqchbEwwllgORWFSM4Gpq7MamBFfA3ceLrSwJI2Y+DjtG6kh7kXLYlwRRaESq81fDr4+2iEs8CnaqFVxdjApHIaWBNfA2tLVxq4sdswcNlk0i/X1o3fw1y+SyLcz6+rvzXgC8JZYIa0KfzQ8zUw6YwGnvgaWFu61sCCNmDgrK0bofnW129ymOs4vC938arsJ+gX4Sxwg+WEYmi4Gtj32QxcE1sDN5auNbAm9gY+27pxjNIrKTiPq9ffVLEVjNP4KAxC5h1jhdM9QwOTymbggq2BW09XG7hjbuAjtW4ks1RszcdiZr4hRqSjwRl6Oo83Tvc5DWynojBGFFNaMbbPZOCWovjfd1gUk13RwIKuNnB15qlEMdl1Ddxn0i/b1o2HR8XXfCw2VWyIsUYsGpxHLKpFku39DezNoNvy/1MoPi6UTAauKWAamve2kGNh1zDwQGl8IbrOFD5lYB25RL3rj64aeSrsYgPvpXXjzXxZSGep+JqPxUv77SAU9AsueA09b+H+fga2Ju74sp4oxOcxcDgktzKWGHJFbgO3luLYUffvXuYWMQO78JtSRubMg7B5DdzWN25V4psiTg5z+ZrvF3vnjyMnDMVhGhcp3ilIEQpLljgDBb3hIJTpVz7B1EiUKEWkyJXvwJmSKNHkj+21AeN5nnlfu7sIdkb6sN/z76GYVFEOvO2biiDC1BtEwzv7WxWeThj+C/bOdRsDNjLFdMKwgXlsXtjcTepu4MPTCeMNPIETLZr/n3HRloEnS8DeeqxRAQNT6kbCNia85kNRMy8HvpB+iWh62IEyQ3IDT7KyCOhmzWPgDf5lq/w0Hc9m4AGcOEcoNEIDrO+9V+j63bFLTgMXqN8S25hQmA/FpIpy4NT7TOzDwC6mIamBZ1kFaJS9GM9jYA3/YgIiWeo8Br55NtjdzLd/f8T2xZDOzumGFHqVso0Jr/lQTKooh3Gl87/EXpoNdqGWcwYOExSOymPg/9V/q0JkMXCt3AL2Ivv3VvZj9TBqKUbm5akaeP3FXLzmQzGpohxIv8QxBg37YENWA/duieVfAzMcBu7BwXQ4Bk1XO3mC0CscddQfN4HXfBhq5gUxCdIvcZRhg31omdPA0u3W/HVg6FAYeAoEhQVg9ieUn7pf/Qp8rgbeMkOvHr9pXxCToNQN4gzzBPtQMqOBB4+T8vdCQzsjMLDeO9AqJHAzVFFQ6FXCNia05kNxEwVBqRtEAjq1U8HDVQauB9n33d8Ix0WzGHgCCzWKfn6sgQew0fWpOwKeb6bp3LeceXmqBl5vMfdpZjS9PKRfIhHzbZ+DeZ3cwHO/TkxDDCaLgQW40dzc47vyG7gDmzZBBoviZnUOVHuS0CskddQWr/lQ1MzLgbc0ip9IyLDPwSKpgev+tkE8UxYDS3iXbWw7md/ALdj0eywYfKp/PFzYsd8S25hQmA/Fpn05UOgVkZ5GMIhGN+kMPLQadjFmMHDceGA9CpnBwIG98TpxFLgaV1k/kX4RtzGhMB+KSRXlQKkbxFUMYlQQh0hl4NkAAEoDrxCFNn1GAzOwYFdEgaupp9SNZDcx4jUfikkV5UD6JdJjh/KHYYkM3CnYDc9j4FlBJJtochlYBzblw2wQiV7nFKkbAQWmS92w+YKijjriNR+KSRXlQKkbRB5kZzYIMCQxsAFAa+BKQDS6y2RgBRbmsihwJQpI3WCMf72HPlv+e7sxP9fXUb9yvObDsGlfEKRfIitzvzAFfkQKA0+A2cC7bm9qHmXg9vAh5TB8rg7TZd1Mfbsvg61dXecq9Po6KvLUjcdPqigI01HqBpGfujcaPJgEBr4BbgM3HOJhcw4DBzOhw9QTxLMNZ17iVsMy0t5NaOnNsnAG/aI1H4qaeUGQfokH0jOPcM4a2G4KQmfgqjEQz1iIgau6hXhYfXIrZR1ZPvhyD+OwLZcsiytczMVrPhSTKgqCUjeIR9NpcKBPG7ixrovOwK6H9yPK2IX+Qb9BNG2Cs0gtZ/kYv/os/PHzW5uhjQmv+VCcPS4H3pJ+CQS4xyfVZw28gg+9sT9kNbBNs0Y7WM0P6YU21X5qEe/gIckopO6W9YjrvTnLZWFK3SD9UuoGUQ49OJjPGthtNi5kY6kyo4Ft6i72lPR6vYEd4hwP1vgnBVHcqjQ0UhiWkcnfnPXtbTq31e0p5uI1H4roj3LgC+mXQAQHmyHewPFa57L6AS4D/6DpWwZhtockcmzHG+0WBjbhzK1Xbs4qMfQKxaSKcqDUDQIb6wUGbuNqjhKDgX/JQ5jQ6IjhcgMbsGnOLUxv3Hqq0H/yVZuzxq++0Cu85kMxqaIc6NgvgZD+gl3ouAJv1WMx8C9m2a3GqyxxuYEXsOmqszTOp/L/Y16yOctfzMVrPhSTKsqB9EvgRIJNc9LAKs5OHS4D3w3irKKayw3cg82UbnVqVFzv+cs1Z/mLuXjNhyH6oyAmQfol8rK28+E1sDp5GmmOLGgalAb2jJTglxt4dvdgJ6NZoj6X12rO8ugXeejV488eF8QkKHWDyM4Cqp0P1oG3k1aTkWu5LcrAXQ4DhyO9trCB5W4DhwcrtNfW/FXl4GWas/zFXLTmQ3ETBUGpG8RjWABAGcsJ0RoMW83sMfDN+WtHDdxdbuA5GFOypDdwCzZqqBKi4H8qD8/fnOUp5iIPvfrg4BuFXpF+CWT8FgTvDsyUvcUYCVjANcE1MD9s4Da5gcMvJiq8dyBOGliCA9ZU6eA7m62ftjnLW8zFaz4U0R/lwNue9Etkx16i6VZWfqSKbMANdEyHTMJiDw1HXW07aeB62G9gHX4xGA8YODzfd6orH53498EPGLgK8ITNWd/e3CMU3soLvaJjvxR6ReBk+VtYi0/CIjqrUO8IVJIx1xxUpIEHsOnOGXiGSQb6iFTI+j3YyJMGXsHF2Hiek/+X1KV46HivPlIHfsLmrLJSN3bOaHr1ijClbhAIWOAf9CTk/1/Ludt88U82DGx8rV5NxGGeYYNIA9dgo0RzzsAATMyVHxFcxQ9go7v6lIEbBS426XrKm5WVqQC2dd71EqCrGMptzuKttywc3k2e3tCmbrw7o+nTt9ftyyL9EjhYwEIxs3S9HIZ5kL3wZzEuvpNDNsws4s4fK+rgslVqCBg4sDereLuKO91+AwOosZvjN+eN9WLgQo1/31a/08DVAk6sJXvTjQAOA/+Eizl+DAevonnG5qzv7J0xspswFEXVULIKUsQFM5qhyAoo1AuyD8r0Ga2AmhlKJkUaKm8gFV32EydxnPwIWQ8M8hO+p/1/vo39xwfzLvdZ+qWYj0z4HU0X/f4Nf79ePKseNPQLeNCnq6mI16vdg+F6VuyZ+ENXpCndwE3qZVps4CvJXF6j6yn7CZPUS+4zMH2r41SUVfZ7hq363KSp08AXpnbmqE7D4+sPIw5nffkwdzXZ1brBufTKPa62w98vNCZG6RXgxHoDN8TZrk13X9fjL9udrM4pn4HlPga+MdaFVLoSV78NtSGdl7TbGtj+JRszjubOxibz9qja21GJSsnGbNULfZBw1kW/jFs31u5ossPfL9FSidYNwIz1BtauEA/dwNUdificZVPtY2AbYwiPcEPtYWBxTj0QDEw/qjETa4g/nGUNcz3m41x61Vr6tcLfxy6rPEO/gB2rDVyIeYoFBhZ1SoM2l0wCGNjCK8ts3MPAWbKVgW0YXYT+bywctFWq+Mi7dcPxJOjj6tn42NeDhrPQugFYstbA48mdMKYbWKcUJqKBy+cbeO5lKfYwsKjGcAY2bD68VoSzApmPR+tGvWBc/d7VzPlRHiyclbfQL2DKSgMbLVw0CwwsGorVNNHA2fh0A6s5a5hNDGwrOJiBpeBEyHAW3XzbEWpH07/h7wOHs9C6ATiz0sClcFKZBQbuCBpRFdHAQoU1MLV8RO5iYFFNgQxcC24ECGeRY0zvPge97ddx73G/Mi3mtvC7I1gY+gXMWWVgo+gV0p6aSkWQPdnAoniugets3hf1LgYWXR7EwAnPK3ihw1m1e62h557a3Vs3+sfG1fUl/H3EiDRaNwB/1hh41OIu0m9guq9LscDAWRPQwPRm5lO+iYFthnR/A+c8BfykcNYn9/A0T3al2HJHE72ZM9bmLNz2C+JAnU26jKbz/s2RbmBRGt+3bbeBbYbnGXgQTrJ2HwMLnTxg4Hhi0IzCWcGHp+F2NNlrk2NtzoJ+QUyo85iSSbTw0xWGbGChJ7cxK7HQwKJqtjPwaYGr8krcQ+ebGNimnBYbeMm7HccnGb+1hhf4lF5dg1pszy+2pZFx/NMC8Bc95CTbNErQ6GRONbA4teksZhDCa2Cbqp82MjD9dam18KGLaQsD26jaN/0uKvEGLWuShXMlooHVWkPLwtu3brSLdjRR9HuIcBZKr0C06KEZ0zuYa5c/lZOS5zwZR/M/nS3Ns+25se9u6WqLxj8fzCf7oRNxxfFn+9mP9uGcmLuiGirqV7W+Sabx/tEoY1GK+3Tu8wSTOFZOauk5qqSP7rOMz1rDdcNT+jB38x1Nhwhnncvo/mUBeEP305qTsT/Hm53XiZzKN/pPCmZfv6qyuDjdel2muudxu8NJ9fVkvWlS+08JZt7uqS6irTAIEM4KMDz1DnPpO5rYnl9cQekVAP/TaVWWUg6DlGWpdCeC0Ony50OWiu+ZbKWV+vPCKM3teWaVLksp+6VvWvfzqEquR/WK4SzPMJeck2Z7frEteaGgXwAA4ELE4azmr/YY7GhiH85C6wYAALAjynCWrV8GO5r4hrPQugEAAFyJK5zlLL3Kn7+jiWE4C/oFAADmRBLO8gxziUGtXaez7eX8gstaw3rQ0C8AAEQA93CWc5jLbkcTi3AWSq8AACAquIazPMNcalBL7n1w9hO2vwk3iQO0bgAAwGvDL5zlHuYy1e+vcbUzLbY7Z+gXAACihRLOCjU8tX5kDXNp2wkDsP7eY7RuAAAAYBjOIg9z2xDmW7+jaXfyFvoFAICDEDqcJa1rt7NXk7mZ74HqD7RuAAAAYB/OuuqXm/n89x5DvwAAAKIOZ12GuezM90j1B1o3AAAAcAxn3ZqzbleT2ZmPsqNpd+qB2Yo0AAAAvzlEOOuiX3bmo+xocoPWDQAAAPzDWZ9bduaj7GjanUZCvwAA8GosD2exNN/3b9++b/Ik6K0bKL0CAIAf7N2xaiJBGMBxm4BPIQQipDjh4IpUFldYHLE8fIFrwxVpttwiIJaCXJnGFHscFvYWNleMEBthn8IHmEq4sB7fFbtzfibOOkP+vzak/uPON98gsuGsU5cvz02roK6w/o0m7xY98gsA75q34Sz9vilxM784wj6/wpg8mmu/LL0CAJxlOOtebguX+/exo65vmTrCnens+ozXfskvACDAzVnyrKEuv+UKB33tl60bAICzD2cN5rMb1bOG+vzKB+kw88vWDQBAKMNZ7mcNr1+eNdTlV1/hwdyR38FFGfkFABwW9XCWbM6qqvC9I7/KCmvuHtey9Oor+QUAhDic5X7W8GY2H5Tyq2fyv5Vn6RUAIBZ1D2dNXcNZaTa2rTfo9CpXf7B1AwAQrvMPZ6Vpu7BJXldhm2zaL9KrMyy9WpBfAECcw1lFfUW2Tuyx+c3aIk2vFC/+s3UDABCQswxnpe0K2XpktPkdS35Fmn6uI7+dH+QXABDlsXBuTPH5uFL2ZI0mv2VZYl07O1h6BQAIWD0Vzs2/jroqvPnfcJZdV/5LYlybs1h6BQAIn9fhLMmvMPYpc1U4sa/Ib/m2MFs3AACRkOEsb/lVVbg8nGWq81s6O/ZR4cGvLw0AACqEPpx14MWFkcTVMZzlyq81hzZnsXUDABAXORb2m19hE/excPWf1la5OettWzfILwDgkCArrMlvaTjroEzyq6wwS68AAJGR4Szf+ZXT3qx9gGuR5Wk/SC965BcAcLQQhrOU+XUPZ+nzq68wS68AAHGR4Sy/9RU2WSvuKHmpcOcT+QUABEWOhT3kVzGclSWmdRomZ+sGACAyUmGv+S0PZ20kvx4r3JmSXwBAwGQ4y3d+t5eX223L2PHItDwwJmfpFQAgLjKc5TO/e0WFhYcKs3UDABAXGc7ymN96KmzH/PoFAMSlOBb2mV//FV7+bDab/dXktgEAQERuJ6td94T1lfzWEuHlXVP0HycfGgAAxODb8LlZuNt1PeTXb4W7O8mveH78TYUBAIF72OdX7JZd//mVCp88v2I1/M6xMAAgVEV+y3bdGvIrFT51fkV/NXxoAPjD3t3cqA1FYRheXjfgAkZsU8KkAZMWkCWWFkoRxpolm1l5MRIbEEUgZZNNSkgDFOFVyI9OQMaeT+Re5pB5nyZeCT6fC8CZyeeXi/m99gdpq2+iCuv5NYyzAADeHPP7KTNChbX8po6w5VdoL+MsAIA3H75afpUKy/lNXmE9v4yzAADeaPmVx1mW3+QV1vPLOAsA4M3j87dMoI6zLL/JK6znl3EWAMAbIb/CD9LC8Dlyhe3o1esYZwEAvJnad0cRKizkN2qEP34Rhs+MswAA7tjRqyjq791DclZh7bsjxlkAAHeWUfO7m83D0Sa/TYW7vKxWszobxTgLAODNJG5+620R/soPiSvc5eGPY4UX2WWMswAA3tjVjQT5TV/hQx7OFW3TqzDjLACAN9Jnv7p1W4QBG6twqvyastivszOMswAAnkTPbxXMUIUfYuksvxeV822dnWCcBQBw4vH5JYuoWVVBIIyztPxuwusYZwEAvBGvbuj5LYPG/hZOnV/GWQAAd6ZR87uYzctgZKVVOEF+GWcBANyJe3VjJ+U32jiryzfhOuW212DGWQCAcd6vbgzQKyzn9+rYF9td1sc4CwBwyXvIrz7O6vJwpXI+G8kv4ywAQCJ2dSP20StBrHHW4R/yK+ywGGcBAE75PXq1t/zGr3DU/K6GBliLZrVvshOMswAAv7m9uvErX2kSbOMs4eqG9BXSyHiby1kAgFN3kF+rcJu0wgPfHen5bUbyy+UsAECP46sbPbvZqgqpbPLr89s2w+sxLmcBAM7cXX5tkjUvgydVWw/nl8tZAIC0pk9xj16Nr5bW+yL4UOzr4fE2l7MAAH3uj179XC05r7Bd3dDyy7OGAIB7ubphqyVhnHVrc8uv9GQizxoCACKaLJ+SX92oLE+3GWfpVzf0/L79s4ZLxlkA8P+IfXVjW4zlaedmnGX5FV8s5llDAIDfz37XbaGslt7+b+Hh/C4uvljMs4YAAM/5rYQ0ORhnaVc3hjHO+sHe3eMmDoRhHHeZzoeg9RE4gX2GVQp3Vg7gGpDLNGlsyUhIllAOkSNsAaJG4igLUjIKmBnG4w9er/+/emFNpM2zjB+/LwCghfnH+sWN+8GthHKWil/HjcWUswAAcqZuWB3cSihnJcWm1cpEylkAgBYi5/h1P7iVUM5KCv3UDZv4pZwFAGghyv7Kid8By1nh1mnolUI5CwAgdOqGjoRyVrj9lDGRi3IWAEyR3Pi1L2e5PXfUfugV5SwAgPPUjT6GXpkJKGeZpm4MEL/2d78pZwHA/+gy9GoU8WtfznrS0CvKWcCUBJELjqHw9KkbQ5ez7PPt7c+7mMXElLMAwVLfRekBI45f63KW09ArMfFLOQuQjQSGs8DxsV9JB7cu5ayk0A69Ehe/lLMAwUjgmmVV46GfoVfu2woGLmfZDr2SjHIWIA0JXJP7NR6uxZmgoVcDlrPCL+3UjfOJ9QiE9a/vlLMAeyRwDQk8rNjtsV/5B7ePylnajF5sRxG/uvI25SzAFglcQwKbTWvqxuCtpU1B/N6Ws+YeABKYBBYcv4utsPj91VqSWd7uZWWiQjkLeIwEvkUCG0x26kb7fX8yy9sdbyxeUc4CGiCBa0hgHbmP/YqOX8thFnJuYOup9pjmHgCTs4BGSOAaEviW8Pgd/TdHZSO9AR0WhpWJTM4CmiKBa0jgHs0/1i8uJG4r6OW+6dtKbAobNxbbdNAoZwE3SOAaEviK2KkbI7pvWmwazhORd6xu2FhchEzOAkQggUlgjcgxfuVvKzBL9Ae3n8YHq+T8/8Lw3NGmSJicBUhBApPA90RWzx3ZW4yjtWQ+uNW3ltSfEfAxzSsTWWsICEICk8AdPfZr0Vp6fjy5Htx+hVetJbHlLGP8vrLWEJAlvZev094PPPEEbhW/4+0On6Pr0+bgVrWWBJazzCsT5a01pJyFyUun9g2XBDZP3XCJ39G3lkzfHItE31qS9DHN8ctaQ0Ci3hI4iKLIU1q/16zVq4PhE3g2upOCjodevY2kteR431RNzhLxMY0rE1lrCEjVaQLH1bpM8/3pcPC/HU77vFxXgVskVNn53XY/b7U7v1VWzeyvJivz4+nwcyHHdF3N+k7g2TIr8/1p9/O3Xj5/WmaV+DDuYerG5fe29NaSil/X8raEclZSLFrFL+UswJbQBI4vwXPwtfapSj9Ly/J49/0OxzILHgdKlu7uvTjP5p5Gmn+788K8bunVxGWu/RGc8lLub5nu4/d3nUduOavtwa2Ecpa5vP0Y5SygCXEJPKtKFVomu9Q+geLy5CvWQapU6UH/Wt1l7PxGKu9Gdnz8I8hLed+Gg/6mbqg6j8RyVlKsWm0sllDOCrftNhZTzgKakpbAsW8tt8vgZeo/Ntfn79HiMrpO4GrvWxL1TXje7dSN1fvrKFpLre+bSihnWZS3jShnAU83TAIr5eN/XZG6JKcEjnOry+g2gYPzNY8vgePMKX4dD26Tf+ydsW6cQBCGt0u6eQhaHoEnOPIKUaTQRVFqamNt6eYaLLEVknUPkTLNSSlA1Eg8Su6UZJU7FhjfLGT2PF8XyXZYF/lysz//fH7hkVo6LQuiDW4ZhLNuLL2ySDhLEFiwsYGhzdQ8ugGKgU2He4zCp4HTFoIzcHbba7+kwS2HcBb13pRBOOusXw7N2xLOEoTQDAxNoWaIcwCCgeMSkHTan4GTFgIzcOFbv++W4RDO+ozYVjAHg3DWTHgbX3ol4SxB4IFPA9MVnOFdltC+HcB4M3AJQRnYr34fXjD6ZRDOIg9uGYSzfLZuSDhLEP4/2xsYhmTyRw2AJrn12y3Gk4ENhGNgauvGeHAbRmqJOrjlEM6y+iWGty0SzhKEVxO+gaGcFjDFwOkAr0N7MXDchGLg3/pl1PGMCGfx2lawWjiLGN5mgYSzBCEIA0OtXCQDUAwctfBKutqHgQ0EYeAVWjeWYRDOYjK4JYWzds/T6TEm+pVwliD4MnBfzVNTDdxGU22QeBIPexaHxIOB2wAMfNLveyrjbQXbpZY+fwpav4Rw1nx4m92KCwlnCcLq+4GraQN35xpko08YU+V9B272aowBkoE1OOn68+NUuduTOd3AmbuD8s8vocrL4UYDM23dwN2bcghncRzcIsJZ2I3F/DZMbRLOOu5lGi3cER4N3FY6GzdWNsib4KyDKdqz1PdaW6U7DBwPThOaeL5oqyYbWI+lX11KNq513qINzFq/jm0FPFNL520F7PSLPyaP1g1+4azjXiJZwn3hycBdObUuIa5cak3RM+jBpGOljw1cOR80Uv9QN655OHUzQ4V72yrVZbO5gVP9c6vSKwuHcBb/we1COOvh4+cnHq0b1J1N/vgg+hXuEC8GHkyiRsyaT4++CJw0OholrnQ/NnDSTQetLIXrQajbCcvFmJmlzptlAzN97Rf3wguHcNbu5cBcv5TU0uMTg5WOyDsAn/o1P2T4LNwjHgzcajWPRoyhS3DRp26VDdcGrlCXzfXY0z3VwD1c0s4vTSwnDMxdv+8IbBbOOg9uD0ENbs/H5DWE8HSsB9GvIGxi4Egt0sM1DeqVpnLqZ0emSy7+3Ew+5ZKoa6KBW9zLzpY0VisTfTM/ebRurB7O4rWt4PZj3pd+X/zq95sShLuFYGA8GkakiGvcPpoRWbQwwx5GpnO3Z+SeDdyrW+DaukHQ71apJV7bClZKLR2e3oWBbd72wk/Rr3DnbGLgenFE3MKYJqWcQivLrOkHzwaGTL0atq0bLO5NbThrMrW0m3ntN5R7093H0+Py2N5I6B7zql+dKUG4czYxcLJUyly4SyPRNHBNF2P/L1D4vQeGPlFYeOuX0z/453AWz/C2r43FuIkE3wOdhxCiX0HgaOB44WdEGlucZVkSeIl+EkMzcA7XNFWmtiYOoXXDQ2qJZ3ibgA1v49u4WQwmVtavFF8JbwTfBo6LvanyvCzL/h9gRL74FIZ0z2zQn5ZzmoErcNCW1WKHLdvWDcYvvJxTS0zD2xvem359ZGVhz13QR1lHKLwhPBo4qqtyACTl4jVwQjpEjb22hYFm4Bqm6IYyN3Wi1iXTx9BaN9buWnrk5KcbdzY975YyaEwu6Z8epfRKEP67gaM67wDJODLcub4ATw8jmgkcooxIBo6Wjt30+WpDtSzY1g0aT4fQU0tL4W17+835mF+eH72+dyT6Fd4cfgwcmwFG4A2cEi+bB6CQIQxM/Q0O+d/WTmnd8HBvGnhqyep3/g7AznhZHlNKrwRhHQMP5TxaXaEbeC3t0iRXKzwdUKhpBi4AR1fu2eqX25rZWXUFnlpCrUwcZ9B4HXP3XUqvBIHFhn6VlAA0A2unF9HEQELTDKzwxx90JK0bPvQbbnbY6hd/B2AzaFzCWbuXg5ReCQITA2cDrGHgQqFJ/6+BswbQtAUz/R54BHoQ+n16nB7chpFaom4s/sThmJ5Lr3ShBOENQzAwRcDQLr0OnCo0GZAwRANHNeDpNKPWDRZxHvrg1jZnsT7m7vmBdAfAIJwlrRuCwMzAUQtkAysDY2KFptjWwGN0B3huVnB002u/oXctIfR7oSeex6RuLGYQzvKs3+NeWjcEgWzgCuCtfwb+vS4RTVfc3rxBWHq0fF/K0sKzg9swUkvne1PS0zA4pm/9SumVIPgwcNYBQOD3wAQDW+KqAyy9IpDu8XPo0FNLJ/0+4PQ7Ti1xOSZ5YzGDcJa0bgjCH7gZOAc3Q1lVRltYZ6FJBrakVYOfQ9PI9keahf97nIc8uA0jtTTXuoHRL4dwll/9fhD9CoI/A8eNU78mvfoy1u8DEw1sifb5gPwQTCYqLsso7y2ctXs5kO5NGYSzqBuLOYSzpHVDEC5gZmDtNFqkFMLAq3ZidTmemm5gS2Ew1dipp3WEl9fCdxPOog5uGYSzTn8taWMxh3DWl2dp3RCES5gZ+Bd7Z5PrNAxFYc9g5kVkmiVkBS1bQEhkhliAxwR5A50EyR1FQm8RbACJgS2PI3kptPxYovm7qRNy055viEhfUwm+l+vTc/uuPpGiUm7lXuhckKH1QtPJG21q52eNoRHOGntyjPrdRWqJEN4eh0M463IGgNYNAG5hZmBHu7gZNfD6u5HopBs4UlxFbGUfStyCcNYSg1sO4azLtoKkxRccwlmHZVs3oF8A1jGwlx1K2rDarb0feHMDj6yMcqIDwlnj2wp2kVq6Dm43X3yRdJsxvI3WDQD6YGXggigXNfX3tOzispRKjnZRA2fifqogb7Giw5OHs1IHtxzCWZdtBVyatwnhLJReAcAAmoHp5qv73GCnDFwlnpZa2aFc8iMpRAIN6Zn6icNZhG0Fo3AIZ10Gt1z0Sw9nratftG4AwMLAureRY/Ig2NK9p+6+iZL0YpVIIVCeqZ81nDWr9IpnailuK0hOj21wm9HX6JwEYBpWBm5I098sTBvYyB7qbMSc/4SdT3eWPzZtTfpItEihJiW1nzGcdfiSNrhlEM66Pjny1C85nIXSKwCosDJw1SO+jFYd7SjVzmpQwdoWU3PuNhMT6Lb3md3MO1U2pZigpU+hnymcdfi6+bkpIbXEo3Vj3dtc9HtH0C8A2yWxpCa1dkhHWnNfH/vN394ezRrqI3QkP4eBqbmedybtpWrEGIWXN3gxxlOEs0a2FdDkvn04azS8zW7LxeDpN1o3AKDDysDCyw4hJ23uc6MD7YjV3X/STd0NRxWe5O9Io3zn3Hr0rdSnfOQzCKYc1qC549tIDx3O4je4JYSzeLRuLBrOgn4BmAsvA7eyS1v8szNI9uMmDksj4Vz+o0cTeuPJhurv+BqDBi5kP9a59i+m81uIMw1VwLIWBB40nMV2cEtILRHC23z1O3CbKL0CYAasDJxNeC/XQQ7gZuw5dMroK0a1Nv5hQdkRIa2pbhojTW2nZBjkJKpvDmBr09y+Le0SykYeLpw1ol8Og1tCOGs0vP31/as98O79p9dL8kNXAgDwHwxMnB3X5qzPpvZyEJe667+YOL2N2Pb3osSzUW0gPY6qOwwc8a5W5qx//0Ane6kEnccJZ11moDsY3E6kll4G02M70S9aNwBgRJqBsyDvxIkOdZKBhZIESAZuEgxMu/fZ7D6ctatz05FwFq/Wje31i6/9ArCdgYVZ0MBFSDJw7pYycGbXNbAWd7HfcNZlW8Hmdcn3hLMYLq9gpN/v0C8AGxs4t5KAoj0HVjbFwKIMiQaOmFUN7DhERlcOZx3esdpWsEBqiVd4ezZo3QCAI4kGFlpO0/Zu6E9UcCGGFJxu4NyuaGDfCCasHc4a31awjyfHy7Ewg71RS1Z/pvMG+gWAiYEJp7ehpBpYlC7BwPHyZAMLvZSBmQShtwlnvXzmtq3grsEtk+2NXPSLr/0CwMjAk8evthRkA4u8TjGwyFWagSNmNQMbwY3Fw1mPM7h9+5HJ9saUjcXQLwBsUcmSOAY5RqgExcAR7akG7kXbJANHzDoG9ryegCfDWc+s389ctjemNG+jdQMAzqQbWBStHKY9CpqBI0eVYOB4OQ033CZ5CisY2LE5A143nMWy9IoAJbz9eSe56Ni8vQg/oF8AfsHOwLEaq4s3mSAbOFKpBAPHywn6rSZWN5AMbJwkYs/sR3jLhLOY7Fy4k8O3kfA2Zd/f9ha+HF+/oHUDAP4kGThSDaw2qoQgGLhLaYIcwde6IFw+glWULzM2pvXDBo4UWhEs3Gr2/uXQnLUBJP3G9FhszuJ6myi9AmAvZFp10WI+jfIdyVXxp6gO5l77+dboPEWe3ildzYkpnY2Z/ojy5qxaP/wrw3lX/40xXmu4JoevtPB2DGp9YnebKL0C4DnJGlMHL69Yp0yzxCtqVTvr/1js+qq6yWZeHvxfCwZXK6OXMeHAuygbbVQbrI/vObTK7LO4nuFaw1V5T9tY3I1L87nNpUuvTtAvADvjeMzE0mSXF027/Cj+N/nxuP/agrWbs7hYeHxjMaE5i0E4C6VXAADwaLBYa5jA6huLOYSzltXvmzP0CwAATHjccNawfj+SNhZzCGeh9AoAAB6aRwxnpa5M5BDOOqD0CgAAnoCHCmcN6/eFpF8O4SyUXgEAwBNxE87a6bHwZXCbtDKRQzhr4dKrfSb2AQDgydh5OOvDl+HWDYp+GYSz0LoBfrJ3x7iJA2EUgClTunLNeXwHhJTS4hQstZtU7qiQD8EFcqslu9IoKew4Gv/gCd/XIiG5ehrpzRvgeZVazmoux6wnE1dQzrK6AfDsyitnNZfh3ifvttsN33ym+AXgN5ezPl4ryHoycQXlrNsfWd0AoKRy1tTqxpz4XUM5y+gVAIWVsz7idw0vFueUs9r+5NovACWVsyZGr3bzRq8eX85qrW4AUFY5a7nRqzuXs6xuAFBuOWtq9OrhbyPOKGcFrG6IX4Bf7+HlrOnRq3X4tpy1G6xuAFBSOau5jq9uPP41xNnlLPELQEnlrJjRq6oa+SGqnGV1A4CSylmv46NXfUb8bv/JSOGMclam9zfxC/DE4stZ09d+z32bF79JWAincpbVDQA2JZWzuojVjepr/EYehVN7bLl7R+IXgIxyVqZTt180flMKrz1+rW4AEF/OmlzdyI/f+BRujF4BMKaYclZA/AaksNErAOYrp5z18nLZZzav5ssK4dfLsqsbfzYAsFn9clZG/OYehVN52+oGAHOVU85KKZwRvwEpnOLX6gYAP1VMOSstZ4XGb0ph8QtAWcKXs/LjNz+F0/KG1Q0A1iR8OWtm8TlfNfVkovgFYIWiy1kZ8Zt/FG7707LXfsUvACWWs0biNyiFW6sbABQgupw1Fr9BKdxcrW4AUIrActZw3PVNtb2TfS9+AShMRDlrONb/7bo2PoX33a6+OR8PVjcAKMuS5azDcK6/uDWkt3H23alOzsfhIH4BKEsqZy0Vv/EpXLV9it/PKWx1A4DC5JWzDsdzPe50a0gvHL91kp/C72/iF4CfWkM5K8XvlMXKWVVzrZPRFLa68ZedO1ZtG4riMG7QUGfLpBdIimsP3rV40BjUYMhcChk8FHnL3kQVhRRKwWO8aAqCQAbP3TrV5AG89QVM/QalNYQTiTjXl1zf5gi+3+Yn+MD3rwMAaBYZZ+00v5Vxlvf8SoVTi+Ez+QUAKCLjLMf87vpZeP/0OrQk4yyubgAAmsVinFVmofBf4Ven70IDQ4XJLwCgYWSc5ZBf0zjLOb/2FebqBgCgWWSc5ZBf13HWe8nvLip89/lTCwCAJqiPs1L7/LqPs+pXN9wrzNUNAEDDrMdZcnXDkvuz8AfJ7y6s4nkw6g/OWgAANMrbP7/z0JP8u1TYcHXDMb/3Rp2LXgsAgGaYjI+Df+bxwmOFZZy1f7TL/OarOArqZuNhtwUAgG4Hw/EoeLCMVz4qLM/C+0fXHvMroul4yBdJAAC1DoYdyW+twmED5ItlYBJNBxMqDADQpyv5fSxaLvJQM8mvEeMsAIA2vWEnCszmaiuc/7LJL+MsAIA2vYt+FFiZx+oqbJdfxlkAAG3OLvqBJXkWVlPhVWzOr/lZmHEWAOClnA2mwXZKx1ny2a8J4ywAgDo/rPKrdJxllV/GWQAAdSbjWbCdznGWfPZrxDgLAKDO+ujVdjrHWXb5ZZwFANBGrm4YKR1n5Ys42I5xFgBAG4f8Oo+zsjJN28lamhX+rm4wzgIAaNOVqxsmXsZZWdlOatqFl89+GWcBALTpOeTXbZxVSH1rUqX5ZZwFAPjfR698jLOyNHlS4eHqBuMsAIAacvTKA+OzcPHor+esKKu/M2+f/TLOAgA8i5arG883url9c/j6y8+H+pZFuJYlFaXu/DLOAgA0K7+zk8u9ex+/fb1bj59DUSQVbfX5ZZwFAPBwdcODqHN+tVdxeDs4ro+zirZxEy1XN9RhnAUA2ObAIb+O/z0f7lVcnXeiDZez0qSiaEZ+GWcBALxe3XD/71lcnvSfupxVbkqwXN1QjnEWAGCDrt/82v/3fDMyXc7KkoqsQfmtjLNaAAD8Ze+OUdwGAigMB6YSOoYVRnExvZqB9EEYVLlzpc7d1okMIaA0AZfKEQQqRG7gKpA75AY5QyJnE1krryNnVx7N6P+OsCw8ZvTmeaTRq+Hx2797vrycdSaC33+3JX4pZwEAjKxudKW6enD3XA9azvrx7TSCrYtfylkAAIOrG82n397d81Dq9acPb46+fnxZCntRzgKA2boz8+xXJYV3IqzK6LrkKjzv5ccvH995v2hhM8pZADBDZlY3IpmF3U+/SlwtPk1wm0/BlLMAYHb221rc3qasgjOffucewZSzAGAuzKxupOXw5tXwCLb/IppyFgDMg6HVjVg/bF5txJPUrp2CKWcBgMtMxW+v+ByJe5yCKWcBgPNMrG703x2FZ0Y3+BZMOQsAnLU0E78qK4YWn69Xh+5GMOUsAHCCodEr9eDdUaJEY6QIlsJBlLMAwGJDR69si9+HERwo4SbKWQBgIxOjV/34zZNYjEMFJxFcC1dRzgIAuxzMxG+dFN3T75jJKE8iOHQ3gilnAYA9hq5u2By/jdJrhbFwG+UsAJi4haH4VVnRu3wenT4N/FQ4j3IWAEyVodUNEScG4reReK08EnNAOQsAJueVofjd6Lw3+XwzmdeqxExQzgJw0Ur2HF6gy/7RKxHJLOisXtXitiqvlYn5oJwF4FFbv2f1AuNY7gzEb//lUZApcXNR7uhENOUsjODVfqe3UqqG3Ordiv8gN5HAF9m/uiFEVHZvn8tImJAWro9jUc7Cs3Q0tYrWft/bVOk9XzUcQwLfxJ1WwpAk9FqFToUp9TyWOShn4UnzPGv/knUq6Ra4hAR+hP2rG70KVCMIi7zKEl2qOo3EbcmZvUminIWrLHapP8Q61tynuIIEHtl+WwuT6iz0HhMUeVVlSVKWqo7HzeP+myQxW5SzcMadWvvDxZrrlJEddM+xpUwC22O/ncIClEyqPPT+LWwDWcUbMYLMayVizihnoWMp1/511opXK6PSfs/uxS8ksB0WKzmpm9ZYyTLJsiovAm+Q4E8i61Kq+lkiOZp3G4tyFs5bnObvcFyldJHAmGj8dkVpLUudZFWVF6E3WFD8jeQmk9PN09pY4YT/Qv9AOQvPaf/W90ngqSGBbfVqJW0aXoziWpVl0g3k4cfkvMruz8lDDsrlHLexLos+88Zk1hbS90ng6SGBrbS0K37PHpCVLPV9IrdX1sND+U8qN7Hc3F/Hm0j8lXstV3+vn3IWhlvGPgk8RSSwfZY7ZXf8nrOJf0dy9juSQ+9/BOExmfMq5xBMOQutw1ufBJ4kEtgyd7uZnOmaU/Ixk4/FrrwIA+//FAKUs+btsPZJ4Gn6yd7569YJQ3E4ElPlx3AlFwbvXvwIlqVM3jKxeWO24vGujOURInW4r8CLNSRNblOMfbjALb6cb6g6UOJA5c9/Dj+jgXOikV1xYJ7UHyl/WBmi5dMhg7GwOAv5MgNGA+8UNHA29MfWb1zL7OVNzO+L2O8MqVwvfA+fSu8ULM46CI0jaOC9chsDezECX2uGqRvIvYHFWfdPWZA0xqCBgeRoYGQJFPV7CETN2dv3WqdTXSTB4iwERkdiuM76tnoYqFotmXJo4Dho4EOx79QNZClPZ87kYN2fP+bnWWNxFpJEkmlq2wSrTRwaeBo08HEoUb/3iPiT3RmJJnkuQGBxFpKgMWSKbtqtLXNo4CnQwMcgs9ArJDXXfbnMdSNfNL/ljLywYgZYnIVMosgEdcKsujNo4CBo4ANQedRv9rwlYz++aTd5XNRwWhQ772HFA4uz7glNJrCATsi6mQamTd/rtm/o4pl737dt31Rrdqk9oGHN60V9ueCHDA+g75v/bOBqeHrVak+uWfwyyvdb5FJvcpjUjTvkYt141Ob3XVkXi7PuFUeCGA0zqnRAAzeeqcJc7i8629Kr8nZtJwz5xIluhc0RzT/u6ZRtJiQhu+Kz9czPbXwvmXLmr3Zz2f8PAze2+2iGce3SZVjbicsvZZxivpk5k3y/wwUnFLd+z0deNhL1mxvDEvPjjCVmvkfrYnHWHeInBAzumqlNX0s1D4redH6eO1smws0dtBmHuxHV51TekC/UAcW1ylx/MHLpO0MCOD450GHug8A/G2P/kpobwS4jJhEuY5duRJtUuTIkgLA9+HUWZApTdFbvsH/B1I1s+FPE/Jy07s/Tu3VVhtsKWJyVOXVkBgykqhI9NXNkEsMa8M+RgkRQns7c7m4+hhABi+h//UsCdBVMNNyQSZwtI5+IgWF/PScygn96lnxFX5uJRb2KvQsNGJVIR5IUXO5pNtyifnfORxHzr1PKusMSs2T8/FTkDhZnZUxLgsgVl+x4Uh4gj5XWkATOX2HgVky0ikYPboSPVFpF4hhLb2PgRhGykoGT9hSpJ+NNbpFrmLqxU0TNZ5VT8V1u7GJx1iEJ61E9rAVlhiQxCeHDO2zRzjJw9L51+TmIEGSSVNMriEmdvoWBW0NWMrAuSBD4AkGl8go9pdreX6+dM/dRTvUGFmcdGGqCRlztPYYnmPOXcxtFgFg6w8CJNJIScmyFXGWmZ+nmBvaGrGNgyggIpyMngeQUO46hV/tA1GcOt24u5VQDWJx1VHSsN1+OJ1BcHxW5IWBUBTdwooEKdHCjjq0AwJtdbmxgbcgyAydXBOCjk8blc/AHpm5sB7ycCl7EjEctYXFWRnASwKw1iGIEjmnjE0k4rgEbWJM4FmIL00SWWuGIalMD94asY+DWzWpVCCpyOXqrQv1uAKycClzEPJRT4VvC4qwscSQA30DAaUyfmknDFQw0cGvSnX8VFg7keZU1mYOoNjRw6cg6Bo48M7CCbR6HX1aeY8d+M0Q9p4j58eUeiphHYHHWwai27PHsKuK8LJ/CcRXMwAVJoR741YqgisyjptsZmJN1DNwbMg8ZCiLPwMAYenUDRH0+fBFzECzOOgg66K8N4oxBCPqQ6PPhLosbGA4jALroCj8cvpmBHVnFwOkVAchdLNm7gTF14ytYxJwxQuKm8G5hGyxCLxAnS+wZwrEhA29HE107h+O3MjBZYGDgQ4Rvk7t9Gxj1G2HrTMjjFjFvg2BYlLVnuogGlkELEkRw6bWX3EHLihm5ivamBrbgpVZTs+EB2M6EbbVvA0sylQnqtZa2Bn1c3of/X1jvtfZeWi7MdQbG1I1dcYhMyF0jmMZqrH0jSIB+s01gwy+G0YKMcXQ0ISFhHJe+vZhshJhnYBO6DfyqGji4cbb6cqTFiG7XBq4MCVD7RP6ZT2nc2OrfTVhbm5sbmKJ+b5gJ+XwvmZA7pUb9ZoAJaWazU/9Fn5zdSpg3C58Mq5RgAxuuq8H18fQuIXs6HU1dgnbYuzL5rdLFNp7/IXCZ4iP8DAMbY64yME/nmbUuOa7isBK80nMHMjCmblwFZkLeMajfPKBBu221wdzR9JqmoZDYaka/2L4mARzUwF0DiJown4KjFrR8XgPWqmkXcOuC0wkhBjbcNx+HRYqZBm4gn3E3LjUaUvB93p65mxi4RP1eX06Vz8H2B0HZPR1mgkRo4JnQvYpTfu3RTOC+FFItLEdruWmTlUG5epiBGeQzGdMnZoIWcOAFA1WZ9Vsa2Hn65ULr5hiYgU6maE1iS0DMGvLpbjKrBUOv0mAm5MHodnWWGBKnh39ao0mcciQNQNAWdePOOr3xyGHfyCiQgTtI2ZfRqUZ16V3gGvYC+IYG5uX4FcANXJr4yAN6JzfzGJBqy2LOyqN+c8+EFLU6c85eXpEDw18Y42f1dLRX2+HHv3nRkgB8BQPXwIhgmZgDSmBmpicBKoCBXQmp+7LJqbtIH3jRwr4ZNnQzA8uZpXM6+ZCLS2OjpuYxA4uHmWDqRpTbZ0Kq25vu6Tw08dcwMgBtPt//fFxg9kZ+BLXKlhu4SVXjXEwVt52CeqROX6ggUjJBTdPks3BJWSnoGEhvZWD7sMzAHbQdLP54RGjQdXsaifrNLxNSnAfxRpbBIzI+vU7S7zRAWnA8ESlH/EYGlpG7prQoEuuehkKbp9IGdhRgciLTBWwGLKuk8tlGBlYPywxMTehdAF9GG3vGDq5gTN0ojpoJKfjLq3q/Lebnr1cPF/eEYB5TN/JkqzlwB841stFeXYMXyWnI1WkDW1CSZAUIdaKJCwwFD0G2MbBpFhq4BZUMDJTxB90FCrRvGnvVHli/WWZCCv4Ydu/77rN83/Wtn14RxesftVLDvnDk9/x+eryT/X8MvcqZrQwMF5CMutrCT+PlyaxIBQkfYaC4jTph6Sp8E+hG8CYGZg8LDWzhG8sm6mobzgrjVk8PEjD06qiZkPXL82k8PPj1LOFjg/rMZGj6fHrO3cL42W/m/Gbv3HEdB6EwjEQ1YhmORJKCnsZLQJZc0U1F5841ssu0LuMlWHKRLWRj89IoxCEBG4wf4WvnXmvu9VU+zuHw43MSa5qA6o/lUousVV4jk6eYzR0UqdX+KTPYvrYUoF75zSwGLp0MbN/Y0K/ApN2fEoctrue71zTJihW55Q0xE1Kp76rrsHatcszgNG5dPtzlPvTpZv8ion63z0ynkRrkAvkYmklHHG0uTNpkViLPbBIny2ebuVDPYWABXA1MkQP8ecfAgGTFQ+4x9Oo7MyFF1x8GJauP/VvWDa1+6da39jDCinj17w7QFkvU2cA1coF9nExuRwRsEpOBsZWBz2AIMRgYIxeKOQxcOBtYIhfKsdc2claUIIZefWkm5M/u8mzJHNP55H7otzUWH0OvdgNHr0hnAxfIBfoxNLMYcckEMxk4tfkxJRhdAzPkApnDwJmrgRPkRKZpvRjxdLPpeW+hV3vPhMRPgjz23QylOqkOT4rHcCPE1I09IbUydTUwRg4oxivHpEoIUzXPbLSUGZ5iZ2CBXGjnMPDZ1cBn5K+13iJbeHFyDr0iu9Dv12RC0vSq/jjVbGqkz3X2dQt1cNTvzmBIQ+ZqYIJc4B9rpXTEjwJNX9DYzKYJMHoSiyIX2AwGlsDVwKVHA5ccWSOzLw692kImpF9+5oeAW7Sk/6HQr/u3F1M3dgixzk5qpEIgAzeGT3JTXSpN2rzbGJiNNzBcnYGps4HvyIkUqGR81LdOJak3uPu7hUzIuaD5US1/b3B2bmodfFxvK5riqN89kuqvmzdhMHA7o4GzEYsJaaVN69gJ+0dJ5IKYwcDC2cCNq4FdFOxAuQULbyUTcmaI2n+uAr22Ti26c7hGYurGbrkj/dUHBoJ3oe1rYP8GJhNq4NUZmK2rBgbgTpE9jXMG5Qr3greVCRkAWqkd4RsMBbusWsE0HvvdMxxpSB0NjLeyDzyXgenqDNwG3Qe2eW9JwZEtMAGuJE3aLm/hTWZCBkIoIjx0MCA/1SVQB9dETN3YO0yrgJUY2JCyYTsLHd7AAhkIbmACAs5CW67qToW0/24fnLPiBhcktzg6lO6/1tXDFA1eA78mcVRew3r6+1G/X0CKdDRuBi48GTgZE28M0QtsKQO3OzQwcDWwjgZTZAP1eCUwXszC9LKpTMigUFXAAgYmXV8fOqZufAcl0sHcDFxrrIKtUapcafivGaIOyVIGxuiFFluTrtPAmus2sD3Np/O63C5SS2WTw1m3w2YyIUPTK8uSGwwNVboTF7g8t6jfr0EgHbWDgY0DxfZQ9IIcMVNWLGXg1K2Puk4DGy6EcnRi0QppTOpU2eRw1u3ra903kIWL0IvShoYTiakbEW9taHl2MfDJVxuxRa843I0UzMCZ5imbNzAxfYE7ZVa0ElleF7KT4azIHyqlBBYwPGoPHC4Ijfr9Nk4c6WCJg4E1e7I88bU8qO1lfQ5pYFMkxuYNnFpVpu7cMbf69e1iOCuyCgOqXegeTiGGXkUmgpEW7GJgYnCGy/3FrfU2sARLGRhAwxe4GjhdwMB3y6F5d0qpGc+bj7LG644j/AKOy+7Ddj8eYLgIlNQxdeMrKbmtgu0NnI4f7rL2Kj/bNqHb5QxMfNaL9ToMDLg+1tMdm7cAdOxgOGtDkBl3ztWzwDA4YuoCIIZeRdzBSA9JJhv4jKZ+WN9LY28Z61QN0St1UAMbLzk82cnHysB4CQO3U3e3k8b9zq4E6Nn8cNZGINXxtxwvOYGzUC1ZhFJ1DotBS+Kx34i3nWA99D7VwIBN61iWBGXG0paXdhvG/BTUwMbiHdv4l3Gra6nEEgbOpuVFJqlswUjYmLHrOJw1MxRXh4ei+jkszA7KRjCFQfmpFuAEmoj6jXgmRe8g54kGrqfkGt0JQigzrw5YYtVJb8FyBgZkyiX5GUOI2x20KsMY2LisoKbK/pTKl1dBjN6mY7vQcTjLiLt+FQunAvol/+E+C+V+HcQxrIBZ0YBIBDD0Dk50dfDJaOBEjj5knDHdpz626Y+XEmlowhrYbE3efFYV/ftFdr9ucQplYEPWGfuo4BJzzWKII1En43JiOLAhDmd5RnT9jzdcK0yhR3pVwRSGgqrqvzBoIoZeRfxgfWG6xHX53Kdj3GhgfTBlkbw/gfJfoplVZlf5ZE2pz3YMa2CLVQ2vwTsawt+rRmpfS3MObeAzH7VXkdRM34748xhOsjHnwCWwJA5neUOkl6fCt8r7QTV8yQn1psL+xwLB0J1SAB9yaCKmbkRmIUOf4ZS1hJCWUcnRH4wGPmmtCDOtfgv6/lOfIB28KB/uQlqyZQ3cIB1Mp6skw/JjsSeQHv6AhjAwwPp3cdaGTbYcobcG/oN8c/zxTNxG6eNwlgdYfhlUvPAPJL+oFvY6nJWrz80pnB3aXe3uQ4z6jcxMgVw5aQZ4NcjiPthzY9xUd+mhBKcFbiXS04JlDQwI0iLSchDHKLip3YqRER7EwCeJdPA2Oz15qyb008vg6ltMm9NgPSa9pFLG4SyP+iWqt/DjX/0OZ5Gr+tC5Hczyo1rOE2gipm5E5gM7G9h6c5mLluCiwIRRafGpn6Ip8DK4gW2XDoizvz8/Joxyqw3PbC0GBjV6h/z3UnErJDcth/hri4Xg/9+NtNzBBOJw1hRu+fVJvxq7ai2cCs/3Nx6q+X7pP5877D2BeqJ+I4Egvg1ccjSFzLApaEkNQhvY4E1buDaYZC0Gtlup2RrYHgEW5zuGs8hQv7cPU1rVdTic1f2Eboj8+LTRnP6E/rk96/eaC/iBmLoRCUFCPBsYZJ4MfJZoNAQsb2BQ+DIwIKsxcEIXMXANVsHOh7NI9aw/s5lY2h+Hw1mYuokqvQ4e6FAJm9cNx4rAANB47DdiovBsYFD7MTC4czQSlqzBwAD7MnC5GgODs1zAwBSsh50OZ1Gs0a8V/oezSHUc1NapFwvfhlX78fOJqpi6EQlKzf0aGKR+DAwajkYhTmAVBgbEk4EBWY2BQSmDG5iv7ODk7oazBqkbh96mm2wxnOW+HlAf2E3XsCBpdXk9SgW1RP1GFqIUaCr85Mnp+vNKEo2gPYGVGBgUngx8lqsxMCiFs4G32YPe6XDWz64f6JdCIwGGs26P5z2q6z7viBil3i6vLg+bW/fKY+pGZAkKjqYgizPQ0hjV6f9THwOwGgODmnsxMGj4agwMEhLWwClYKTsYzhJdP74tG2w4i5JHCIjK9dJXedqRG/tJX1cU4kZwl+ZVf7keNN/b54G2EW6/2LtjJLVhMAzDmnFJt1cgGQGFeze6QTyeceUulTt3rp24pKXEB0jBDIWvQOez5BDJQjIJRqxkdhck7ftUKRKtd8PwIfnzv8QvJqvj2VQvjhhcTl1vI7Tm1cxOkwmXEljU6fQE1kewMwksRNvcL4ELF3fAYZSz0nw9it/I7O7lrH6Xn604tlhsf1tvjxafXviL6+/Ge/hM3cCjHaZFRiMNr7QsmVkrXpjZvylnFuKVcCuBp8VVIw/iirpzJ4HFUk5I0VItb0/g0oN9hJflLM3UDbM7lbP0p8n70ZbW2mK9z1VcRveSEL94jVoW1oGxEQb2GdzE2fyV63QHIZxLYDFXdhmcGH6am65wJYGFqONiZqFINW9GVWn9AnN7A+xtOat/n/h998lZZSxVvl9vbbJ4cTyr3sk+icyYugGXzNuumBkUE1oGm7gwL2a3jmE37mIC/5aZfp6N1cfmleoaRxL4+WIS40eKdim05lmVWrzCfMlfv8pZvWbqhpET5az/JGkfy91O5c++nxz/rHY7GfelbewSv3BUJq++RxZJrDYTMz2TyVssNm/jRv9mnxn/pbyw0uz/L2hiwLCUzqqNr4VnGbf1lN1Wq6pKjlRnX0v3TZhk8sJBGNTq2mukSatsZTq8bWXaXP9I4uV7mfPlrPHUDav4daic5TCGXuGt1W0l06QpiuL4i3iaJO2kyurbT+pkVz6vdlysKVNZtYeb9hrx8ar+XFNcefLE3fLvhZ+uPCo7qTLf7xjV7emb+u+/Q22WwtZy0yrZldFpgdMKUmU+pq/75az4hqkbLpazHMRjvwDgCPfKWeOpG1bnwS6XsxxC/AKAU1wqZ71i6sY73xZ2+8zeRlplAgDgGifKWeUxfkdTNx7kq+62sKNn9gy9AgDPPbqcJS83nn30SOluvxinsJe3hTtF/AKA66aWs4LfePZqPG7St9vCTN0AAG/cUs4K+qkgf8tZPPYLAL65sZwV7lNBicxdOyMnfgEgVNPLWYFvPLUp7Go5i6kbAOC3x5azkvhNRjYHfkaukfDYLwCEYHI5K/SNp3tn5EzdAIBgUc5y/oyc+AWAUFHOcr6cxdQNAAiWc+WsfT79egJ9gLknfgEgcNPLWWFvPLWTs6yuiKkbAAC/ylkObTxP+vwsgrf3vSOcEL8A8LE8vJzlyMjmON+ex28fmTF1AwDw0ctZzfD02zAQvwAAvzhXzpr0VNDw9M8w+Wufb8PXVvHL0CsAQCi3hW+dnDUMT2PDYJ9/4/gtIyMe+wUAiNBS2DA5yxC/4xQ2x++ns2eiFPELAJgmsHKWYXKWIX7tUvjrbhS/uyS6o7TKBAAAHpazTvFrNuhTfn+20f5uF78MvQIA6H2YcpYmfe1TuFSj+JXRPXWK+AUAeHhbOO/08Wt5IJ2er7i1iV+GXgEAbASdwp++ff7840v18+kWw0X83nfoVUz8AgB+sXPHqolEURzGp7hP4CvsDsOCbCFaJIQtIoggLlvbhi2CjKWdG5Z9hECaeYDpt0kfUt0nsNIXmMrOLnFiIDej3qtJzDnw/coUaT/k/ueoHGet8ruWDxNb20/RiOL46uorVzcAALp89jgr/R276s0sPL/NPH5SVvjoVzf+cnUDAKBxnGXt+mdsO3a1G0VAfod5/EIrLcpx1pGc8NkvAEDns7D73VHmVtj7LJy5+W2nNuBrYa5uAABkOl6Frd1U1WY9rMJZ3/3FnNidNzvILwBAgY8cZ/mvbtjE/W1bHWfZxM1vPwm5nMXVDQCAAh86zvIfvSrS/rZxlk3a7m/kzHez4139J78AgCoN4ywb/o1RK3a10yJ1/pYPs1oIy9UNAIAy5bPwkfLrfRZ25c1i/8tZhzshvwCA3cRW2NYOYb8Po7ii3igOuV/J1Q0AgDKecdZb8+t/Fs49+Q2vMPkFAOhy+DjrT3h+/eOsli+/fna/qxscvQIAfDrPOMszfH6zopG+13+zfPYLAFDGeRb251cua8kvAECZVYV159dT4Z/prwgAAJFW4yzd+V2zlqNXAABdto2z9NS3+iyc/SC/AAANVuMs5fldsxy9AgAos3oWVp7fR7Np5/a6FwEAoMpjhXXn1zzpTMb1CAAAJb6MJh1jFtNZTaPTqXFcTkac4QAAyFfm99lirqvCy9OF2aB7NxjxOTAAQLD6/W3XvLKYL2sqLOdOfqsV/hcBACDQ2bjM7wbd6bn0Cpf59WGcBQAQ52x8Y3YTXOGg/DLOAgCI07u+MX5Cx1lB+WWcBQAQpze4M35Cx1lB+WWcBQAQ5yIov0LHWcu58WOcBQAQ52JwabYT/iw8mxo/xlkAAGlefParsMJB+WWcBQCQJiy/QsdZ5dUNL8ZZAABpvt1PusZL6DhreR6SX8ZZAB7YuX/VtoEAjuMBaznIY0i0hdBdJbMQBLpky2TIFAoZs6prDo4buuUFPAQ6FEFfoGg4PURfIFO3bk3lgJ2cz3+Ez76Tvp85Mcn043y/+wGh6UavNgq0nLVV8ZlyFgAgOGd3HuLXsZwVY/xSzgIAeNCNXnn3Z1MKm2chxy/lLADA8Z/97recZYzJ8+lcbkKOX8pZAID44ndVOcuYST59K58YX6sblLMAAMfXY3Vjfyn81GWvW27Mpme/x0c5CwDQI36L5CjKppY6E+L998sf0/VyE3L8Us4CAHhY3fChaJTUlVjy0CeFPwUUv5SzAABBx29bK52lYqWHr4+fN4TwxCyPXgWKchYAoMfqhi+llb2uFN7iHPz3d7Dxu7gWppwFALCc3x0wfstGSZ2JraX3lx+nq02iiF/KWQCAg65u2IpayVkldpBmWgvhKGflJp74pZwFAHjt4ttB4rf9n72p2EWmZd0mpXSWs/LY4pdyFgDgxYWf1Q37urdP9nbqylnOeooyfilnAQB8j14V1nXvZpWWqikXHyHFCveX76aPX26SyFHOAoBR8jB6Zb/u7Z+9rw/AtlQlg0A5CwBGxX72e/jrXjt7LYUWLrM2GQ7KWQAwDp7it2xrqbP+2WtT6dAPwJSzAGA8Pvzq4vfoXzl3MrXmb2ln7t8b0gGYchYAjICX0atSzUR/mazL1Z+aCheZDBflLAAYnjN/o1dlLbP9pnCTuX+6SQaOchYADIj/0auiltXa+15dCbdUq2YpgqRwkmUyBpSzAGAIfD77tVPY3bVqlU63SeGmcif5z2Q8KGcBQNS6+D2gpovZl+ytrZ5zI2dijUrWLQdgylkAEL1udePgykZ22bvvW+OqTsaIchYAxOb6qkhCVfRIYR3uv+NAOQsAxud5dSP4vFrd3RrRCAflLAAYmhjitzMvZ3EA3qmcdX4CAAjS8+pGZHWlRmkOwJSzACBu8cXvXNl9IT26FUrKWUDArm8tJxE6u7VwnzUX2eqGRyrlDRLlLCAkN6eWGF/o351ark5A/C60Wox4hZJyFv6xd8YqqgNRGE6RRjhvES0W8gjWQ8A3SJHGKk3KdMHCTpAUQp4gsC+wxD7INr7U9e7eC7tOTjKZ1exM5v/gVhcl6uLnZP7zDzARGBgosYlb32YeuAC+vrl2xxrhLAD+AQPDwIrYW3r1cK6rBcvufVyy+vWji+voWnAa4SzwRIq6G+HNHBgYGFl69Uii44KnjHxlxGH37bglxzaPEc4CzyIhhq03b2BgMI+xX56o1Gqh5Bs+XLewB8BjyYjj7FnFenNPaKOBw41EAAOrAP2OqsYqxY8bPpbl0bUcF8JZ4MG0xJF4VtHQPb6NBq5IYgsDT8rLZS765S2sX8LxLlkY4SwAdHmpicWu8VgYGAZ2uHVj3PK1FA/r2UI4CwB9TsTTejYBA8PAPyXM56nfO3HqL4D5QxB3Tm4LI5wFfoggntoAIcHAMPAAaN0YKc6+FkqEsxDOAhOyoT5OnkXAwDCww2O/06IfzjouypntGyOcBfQpqA+rRoJhYBjY0dKrydEPZ0XLWTZRI5wF9EioF5t+28HAMLCbrRtGoBjOKj//d47HISKcBUazp34Kzx5gYBhYQ7+uhXhZpghnReW8D4RAOAtofd3PYiQYBoaBHW3dMIjecNb7V0GXM33zEc4CygT/rDWLkWBXDQygX7NgwlnX8r4UZHbbwQhngVHkNETlWQMMDMxp3RDH0rnRnN5w1qHsbKaeLwhngUEEDdHYs6sBAwNz9OvqgCwTzmKY3WSSHM6y5wsUTM66pkFyzxZgYGBC68b15h23Ty+Qwlkss5xMQjgLKBLTBzMZCYaBgQH6fV18AgvfuEoCduxWNMJZoAefFLBmLwMGBr/bunG91427pxdE17djuVoulHh14ecJwlngni1JJI8YCQ6zokr9pGnqpkmi9ByPNsgmLyoh/CT5eArfF20RX7ZTGzgrWv/vFSR+WlxCT+NFtOLzbUgS0Rb52jADb09fLtAXVXzZqKWI43MqotsDb9we+PcTzjMDfrv8bufklTmG925AduYWjt6Oh3K1u6l3efunzGHmbwvCWaCDM0nkNaMxVV7yNiGJWsSh+lpFNNRJfTNhfi+JdfUf+dKbSkbVwPu2uXsJuceg/CKS6uJxFNU/fJJIK4n9l1aVSiLzhsiKqCaZRhSXoM++eeVTN42oYjNjJxOUXr3369ed0wvEodx9qHe5GMVyjiVZCGeBkYvGJmhJYu8pk6U1cYiLN0wQRzRAI779CW9pFLWagbOIZBJFB4exz1/9eaOxIyBz+kkjx/bcEE+dnkLmcVVD/dR+lRt1ry3YM6VXk+nXwW3h6Pr+uRReSEvhJ28Hr6w4IxHhLPCXC0m0XV/nZ0+RPKFe/EEHx42iR6unGniTUjfpWsG/55p6aTe/a+BLREPUcZd/U1IjMWXfeoLWjeitXC50WLqwLRwJScVPnUw62nOXIaoQznKdlCSyrpasxlMiU3CI6P1u3kSkinimgfNaXy5BUQ9fQxH8koHl1b16H3hRkypGfLW8GKLfZd8N6VkvhVkVP2syKdrZdZcB4SynCetO17Z6I8FhpSbAU48bGjLCwGfqoelX8D4hFfztBAbmPiYtA7+kRBYZeKLWDZXoVfTRlMwvhS1Yrz2STxW/yip+wJlJBwvv9SOc5SxxdwVlRhKpx8Cbh6cNOAHXZIKBgwHVNGuPp1C+jPxXDJw1pGfgQJA9Bg5zY/R715TMSHj+A7E9Kn7cZNLV1hEwhLOcJGKOYWhkXYTeAJcR9hTdz7apyQQDB0K/oiRoSZ34Fwx8qknTwC3ZYuBJWjdWKvp955qSZXaOTOP0qHi1+/FkUsnc67chZo1wlnNsuaMIq/GH3eU0hqhTwREZYeB0hPx+tE6keHIDF0SaBs7JDgNP3brBb/BeuY1jbiHssoO/qbg8aAayzgsGC+5FI5zlHmcu9JyRRKQjYB4RdD2HEQauaJgm5JJt48gnNnBBugYOEhsM3KPfSeeOVsc+hYjS+YnYJ7Hi4l2+RSCc5QwJ+8WZjCxlymoaSdtxOWYYWImY6bIaSZ1NauCYtA0ck/EG3hvTurEsPwzMwz5L6QN9jtznYd3NhTTG/ej5k5FE0rc65lk3NJqTfDkWGTjxOjjRaJpwQgNntb6BI8MNvI2fP3fE6Hd8B/TbggWrYH3EH/bOH8dRGIrDFG5G8i2SFCtxhNSWJW5AQZOKhpIOpUiHFKWIxAmQcoEI9wilyaX2z8zObmIefjGYQPK+YqXVZrIzZMSH7fd+b/kiF1VQWdZbUMN33R3COQiPsbhQRRy1ezDwblFACmWhlCpqwcopGZgnLRIABFeKulC1aP/XeDwDrytubeA1byMS9Z9PJ5aRlYFfPXWjPQP6z0EwLYKHJ4c+hlk1e4ks8Yh3wC87tpojyDn4Q2AW+t8JiCXknk7/lGp3N+YgjqZi4MLTEO2KTf56oj2IqhnNwAUHiUStskwVIgIMfOQaMvVvwi/CQpY4A7+Hfr9YHfaXbwPIr2JoWgM74PoBMKNOrzicSpgc4Zwj12BdC9IavAdGxm7XQJqXkZqlxbp93kGpGTj6C9coIw2GMzBTYbNLQwE4C/ccIoObl5SdbxRHX7S9TCd9zMAJB2Dh+v9G2rpqMbBq+Xx1Fk0RjWrgH2OkbmBCr/LuVy1Xp8Phs9vmi1coGZoYh7lvK5B+3wvRtfG44fiW4LBNUIE5T4ndqlV7C98DSP5MBxDDTCcEkMn3N9bu4AAuJIMPz3cVoErr6YR4A0vAv4k+/EhqBhb6AhwgCFm3gV8w9Ep9lWmdPvqxmtFqbXKAh+tXNgfqkAqg34ug2yoM3xIcAQK+YcEMi+DkkaHEi1S4NXBmPKFOEUtghal+Y+MYOAF+UDDgO+s6IqgMc5cAA88sdeP0aOqGPOcr8u9TkFv7bQUprup8FgwP6ZfoS8Y1pOGf0Xf/coMKvIo7xzQ1hltw48DAgL4EoC7DawTusjejGDgGkjEBwqrTwMLrplnf/n2G+tVUihyrAGRAG00+j6XaZNmDZVigdc/7fZ4fTt+HA88ZayiL1PeI9yPqvmlvgCWyjkB2Lqnufe3UYhiEKwMrxH5BbHxJ2WbNHxXwTo4N7JfAQh7C33X9tkjvQWaWurHql7pxyZcfeJanOcwPmDZwJ9L90OJ9fvhlXeDlY481lIr0+6YkXGdtiIfIgJJq3InxGrAEtAYunmbg6AfiKUNihlygFsHlYgQDh8CTBhIGfMRjs3GvX4lZwp4+9Qsj9ygHb0/5/jKrZpmJcoCM+ku658+lruEDGX+gklQNtf2+LYVp0zSzj6Goobv4PXHnI0EzloHhlSH+YkhsKMWOazQjGFhwnWhhP8MjXnijswljNgLSVFK13QvLyqBlrs7733uf+a8/z+pK7h0Gef7Ag041c4rISL/vzMJYlBtwnQSX65FgY6ir7iWyCsY1MPwlDdeobq9nqfsN/T2qEQxc4vag8deJpd6YLHahYK7RS6rgvCvL9tQDSXcgxPeW8vbDCfqnTKkbxFCk5m4jidtXZcCuKqpraWNwBKvDxB/bwBmqcLw0berXHnYrQLo38I7rRP3q9ngVZ2n3tzWj1A32aEnVKu8unj1vZ96dOkG+z3FX2+WHS5bb1eGQ7/dO6qNj0i+BqdwNOcatPtdgeE0cMcnDldRu9U4NvPYwP2VpMlSIHspcujdwaDoFth0+WUaiuH9KegX9/hur321hCZwCrz7m3Z46GRwsdcHUlE/rXloOByh1gxiUdQnY0BAFnGKONSvWTgRIQJMYdKtXqe/WwPBXlFzDtBcfsXZKwPlODVxwnZ1FhClEJet/g03nlbqBsfCy08LXu2Pk7j7i2c3pcQi6UQim/1I3/y1dwUagJv0S8PrW92w6XFPehxjofwJhReo7NnCNe2OuXSt7EucGFsAiHo3gZioxrIX99Pn6xRVn/bmRf0rjlzMo+Pntl7qUukF0wgAZ3hBidmgz3gdpMwBPHBcuDRzaGDjifTg6N3AEXHs0DccRqc1sUjcsirPMkID7Z287WOrmmnTHRBbHtUcQXcvNFLXzmAEFzpZEdgOCq8x3Z+AGmV+i7VLbkzk3cAU8cuFhHItIvL4Ex4npVyvOsuNAh8A2uwz2bNX16bv+FHpF6NpEFTALbhZaMZyBvZqjqY7ODJy8ooFLYLcdz47jidcTD71yUJyF6TGl5CvjLoNdyfJ+soMJKfSKaKHC3Y+PiPKdmuMxNdX6EcdTLxwZeGNjYN4L9QwDK4vaASxV4tmyCJ++aDFzhV0Bp2hN5Ex72mi7DKjqKejDWLGnIrKEUjcIXGtJgyyAVZDC8MDVQAFawQ6nE66Re7A32pi6geGFN56M4ykTz54gzWZgYXHOjYth+8j/d46qvO7vLLxdnb4OcoV8aDDhhT0C6ZdwDWzNqI0WA1cuDeytBcej3BjYBwzscA1cPMPAynuUsORoqsDrxeY4lTroToTaH1bLzmCl/PF8w0u+/dPmNIcr4IjL/qBVT9kOJsRDoVfECPgl70E65C502TIVj6NJpmPgcuIGLg3/KY6N4GjiAYIop30g/A95Pf9Jalptlzflt1qmEla/3yfHNDQJQQ5tWAv2FOJw5xEESMj7EAOysDSwhp+hHSzJwG5qoWESYfN8ZI+fZDGbFUIOEwBCFsYillPq/KLQK8KE5HiMyR1ZbwPrNDFSwslkDFxN3MCR4RwdT5AxjkIMN49/bhYeYg/2bkbADA7GLXA7mFAyHJS6QYzJhluBDxyOGBrhAewyUXIj9WQMLLkGwxM6N7DkGlWPrKpaNzriQr58cRZM/9ac7VsfC3dwmUonUh1S6gaBQPF+SNNQIDXcXTdmFe+gmoyBga4mLM4NXHOdoN/2cFiIyJD0dc9bFGcB9G/NeffiLIDTxwSGUFHqBoEm4j3ZGOb2CW9I/F2a1QxYEAdTMbDiGumUDJxxnXAIKzahEhW0t37PGxVn/YOOhZ1yfv4MKtIv8QAJ74sySK/yhmeRFK0z5qdi4BYFqikZuEEUstkThAz3/u9ZnEUWtmfynUhSNdT2SzxAzftSmaIrE88Ffosts6kYeM012JQM7AObGYORlpgnMSrOGq046/oeIdQ51Ict2QiIjPRLuGoGhmkM+5uF54SFrkFl3GGPxjGwFw0pOMU1dv0M7DFcy649R+z4QyrOGqU467ev85c/NRbLx8uwKHWDsGAazcCf1IbS6spHKrX3Tb42GrgaycCF9YOIjzJw2tPAGZiu4i5s3AOg4iz3xVnnT0c/fTKBY9Rh+ZxA6Jj0S1ghOIB1S3Bk6Z5jtPP6juepzaIMxjFwAkyxMLEuJCqBOetp4M3D0ZF+79+szneg4iyXx8Lnvy84vfyJ8WV/wAVCU+oG8XwCPgQhoAv8SfDiGN0bKjEKKzGqXgDqcmlgOJODLYwfhyo5Q21UMAsDm+f7sjXo3/r2wh0Xjwe9eN1QcdZP9s4et1UgisIU01hiF7aLSCwhNRrJO6CgoaKZcjrkgg4JuUBiBSNlAxb0yErjTT1FfnlPeLhhjJmYn/P1cQIo/pg7d861ZWGebf6TLb9Wr401zJg9GugXDCdxx4C3VnGqZ3FFJk+md9rh0riCbj6pqTrYNjB9Z+OftZXGqtut0tUpnjAwvf0QRkSBorp7dVFV8vMzfVND9oHRnGWhOet8bMcj52wF3MrzRCA0Qq/ARAi7PPEzVd853ObBAbEiVnqV9qaIqiaMQIwPDgw0WAWeZQPTLW6xR19NwIjVLVEyLqOnDLyt3C5UsnU0JNOKB19X58vtI+92oWMImrPGbM7K9/quaM1WwfdYw5zZgJcFQq/Ac4gB+b1B32zZSHUKo1s+ov7v0bTr97AkJZTl9081lm4nIY//IywYmMwaq2T3tRSxourL9KCHivvxP5I+A5v24IWJd/eEbq5OOv4iFVPZA/KZZBY0Z42y+qNZx8mk78LAv0BopG6AiVEOiEZ6d3VCg5zLqrxXaRS0F9QpYYgqDsSbtmSsXB1vwDZ3YMnAXuV2we6X4N6l5qpnh5e7vfi9BtavgYLXgYgOh0j8DbgiDHyD1fKglzXI1zRz0Jz19LYwzW75J5PswWvoFzwHXYlU3pD2aUG4p03lJ4UUkRAyqGMtWVIzcIvQL5NAChGl4hLUXJmNJwx/2cC6BnUUawJ5Eam4FEndylImDVzbMLBwjaENfKNicR0UF5FGQhRJXI03nhDNWYO43qrRBOs4mdQGoVdgeshBsQyBq9MM/26nDWwMbZnyVQYeHjfGqN2CsQ1Mt+GZG5hmAtvAq2zOutZ59rHbmPCxmlL0mKkb0C+wehhYDorRUluT73bLBlYeoa4XGdhj7gAY0TE3koHJqx3VwFMqQq+iOcv/POfZaf+1Adyn33WdTELoFZgs710WextF3I1LYNPACaHKVxnYiSr3cRjRWWzBwB53NWwZuJrOztkSm7NOe1PxWjiZ9Lm426kTB6kDwKgkA7OBC0IAPSqzbeBw6+jIFxmYVvAgA3uVa8HA2irdooGlMyWW2JzFr+c8z24q3hn7eH9mz5IvfjoTQq+ADZirI4dOc3jv34G1a2DV/U8Sv9LAThS6j8KcLqQFA2tHuiwauHYmx2Kbs/j186yp2N7JpOtu2TMSkboB7BARkwb7MTprEihXw6KB1YXK7XilgZ13A8UZ5U3WFgysfa41A8cT7V95X+i2MKFiKyeTTq0YroXdziZA6gawRO0Ond8jjcQhNPdZNDAdunUIf8nABMmDsmJON6UdAzuycl3bBi6dCbPU5qwOFR8JFR9zNpjz/Wdl54VsCyN1A1ilGnxmc6uMJv9sCfmQWUzDDcwPDonXvNTATsRdc5QvHYJAWTGw45WWDawKZ+ossTmrC/7dMz1aKdo/bnT287cw9AssI4kitAmN4TrnUCpD/daawGVoLu+er3jh/4aBaS7cVL+B1zM56QkD00TNwwb2zRXczKOOt8TmLOMC9fDx/RlV2j7NuLCA1A1gn/iJfpmLsb3fk7DfO0nUbZyiMbEwK5xeooQr+wamEU2vscKm/6XbK/zqCQPTRHX14LvBVrRuKUVVzqmNZbHNWQYnifc5G8An3eDFZgr0C36Drc90UseQR35Y1IzWTpyIvk26OHRJFE8i0wsWQd34Pmd3yNamLdN4czpo9P/bXnk2pOQUKwtjUUUyKWP9MurWLWca0unhQj4m1kiPuqUNVz++VMzvu2zZzVkjw/dk6OU8byJSN8AS8S5JzKp2krBfBsJzjHgTQdL4oWpZK+RNIOa1VRMVdfsqVMXjWk7mrOG7vHtMIW8S8dbfyVTefqz1eGs5p9Xv6pqzxiHbUMwxdRr6BcvmEAkhL0JEA8W5PURfnyCEiOal3hZelE76Ira3m5xGDxrUO0Tp7fHOY+MXzVlPc91QZGxuIHUDAAAmxLqaswbwQdagZ/byAv0CAMD0WGNzlin5MmrQCL0CAIDJguasTvzd/GvQvCwWsWcCAAALBs1ZGqe516CRugEAAHMBzVntOEqKWUxo4DX0CwAAcwLNWd/wI1mDNsrjyk4f+91jA5WQugEAACsHzVk/HgXec9aB/61dTdy/bmE/EdAvAADMltU3Z30a1KC5fz3neXbSJkFo9Iw1ROoGAAAANGf1xVFmfxe7++NuQ/OagUpxkDoAAACWwVqbs/KNIdOxMFI3AABgaayxOeu629hid/onYaRuAAAAQHNWC/80unf3H6csy8+fV5+NThMgdQMAAJbMWpqz/Pw0knWP+9Mpy7+0y9kdSN0AAIA/7Ny/alNhHMfhILmD3EKF0hYkUulqFwl0ENcMB6SCdHFrt+LQrVC7FbyCTi8uQpdOIjp4A15H6CzyNsXkJD1Ncsif963Ps2fI9ElOvvlhnDXs19n5HKp7WlVd+QXAOOu+/F6m94jZ1Q0AHts4qwitEIp/+T19WqO6Z1+nra78AmCc1c/vnVjhH6cfp3rEfHn3w26t6jp6BcD/Ps6K+R3odbd21yf9/ej8LJF36ugVAJmOs8by2751uLte+d03mfy6ugFAnuOsIozkt9Eedrizdl9+E3lv8gtAnuOscn7DQczvuN2dtdIBq0Ty6+gVAHmOs0by++2oXS1WOKX8dhy9AiDPcVYRWmW9q6NG+0Fb3UQ+TLi6AUCm46xSfksV/t6usNfttaJQNFercyW/AGQ5zurnt1Lv+KQ9av+41xoIM1fY1Q0AanhU46zq/JYXWXvD+S29ZnUVfnUsvwBkOc4q5XdyheO/gj9clF5To8KubgCQkOWPs2J+Z9U7mPia5UT4oHvSAIA52X+owqvPb0mdCru6AUC6ljLOCovKb/UDaVc3AEjeYsdZRWV+M6iwqxsAjMthnDXx2XPCFe5cHMkvABWSHmdNn9/0fhZ29AqAidIcZ82Y36Qq7OoGANNKbJxVhFYCQijkF4C8xHFW3vmtVeF4dUN+AZjd6sdZSeV3UGFHrwDISxxn5Z3fO6FwdQOAzMRxVlJ/+61fYfkFIDNxnJV3fvtCKBy9AiAvcZyVd34HFZZfAPISx1nZ/PQ7ocKubgCQlzjOyju/fTe//7xpAEBW4jhrAfkNzU6zWErWr38+iV6/ff6iAQDZ2Nh++Wzz0/W8A1w0O19uLfTb9c3nfn77Nt+9395oAH/Zu39VN6E4DuDhkOXMfYSkYOMgijFgFv9kyCKik4MVBCGD0M1N6NCtQyFjH0JKoM/QPkdfoEPpA9SjaVIbozHXtKfl+xku3BsTudOX4/meXwCAfyx+Se3zu+/PRlYUUR3D24j9+qD4bZL0PMAoLAAA4NpybYmk4fP7UVP4GMDbqHhk/Lan8AQAAIBLNovfFuJYKVxEHx4Yv19ID81Yo5wFAAC88TaJSK5jKcxx/L77QnqhnAUAANwp45f0e0I5q5g+Mn5F0gvlLAAA4I6z90m/J5Szojp+p8X1gP7pMfGLchYAAPBmFtwUv8PKWUU0LYqe+G2eUTrbDjmp9P2zSHqhnAUAALyZpaFG+gzfFi6mxwfOrPjcE7/TU+zWoun5+v6pG/1QzgIAAN4s1FP8jp/CdfTWrq9pj9Wsorj863SM+EU5CwAAeFNN3RhieDmLpXD3/Kv6YPDlq9UyuOg+9tsP5SwAAODNUhknfvvLWUVXChcfTknbswYeHr8oZwEAAG+qoVfj63ggXUzrfd0rUVu0HRqO7p26waCcBQAAvPFGiN8xZ3ZE26qy1axhsVRuBvh2yi65KX5RzgIAAO60Tt340ykcTZvr2+J0GIn9bBnaUUTRtLzi49vX1PTWukg6oJwFAADccfJx49ffzMyJo+wNf9DkrGLb3o5mOXyM3/apG76hLOeU0lWakA4oZwEAAE/Y0Ktx6UpqT7I5LQnsWNOAclZ0/Ibg4wCs88Nn9rfOqRtabtJSIJJuKGcBAAAHZmnokkdxrdypUnGWS63lrP4pWOeJHO3Hfhtxa1FmQ3qhnAUAAHfgYujV7fSUllbh0MlZJzdP3UhmtDQ3yE1QzgIAgAF4nLrRS6FMcndFuv/Yr+jqO1Wu8tdOyAAoZwEAQKd/OH4J0TNaEtwnf61h8ayoffuab9ZrVU2DwLNfyOac1jJn75KBUM4CAIAu/8LUjRbiITwuTR1/wOSsrkHSn94+pzVBWJmmLC8WtpcqeWgdJPL3oZwFAABX2KPHr6a5vq/rumHEYZj/XJ3as9Pa1PT22giTs6r4fbXTD76vaSLhF8pZAADQMnVj1OhKlIy2EATTzOTJ0lHX+1jXSJPoJiysY0NPpCHbwi+/vqmO/Hq5T7iHchYAADxw6JUUBiZlzCA2LL13deqGiiOv6C9WcrBPWraFv7dM3WA3NFS5vl+oEe6hnAUAAPXUjYfw9x7L1PlMscTuKVnldUzmKftY1/3EijepPGd5qlrd5SwWvyfuMfZl1eBh4xflLAAAuGoWsPh9oGRTjYQU7GurbF3NaGk+UWONNEg7m71VDsXWctZp6FXTIfcEKjgGGU5ydWO3UYNg55IuKGcBAMA/MHWDENFSZtUu7eVi21dMWlsJc0EwZVvd+eTMDWim6tdOC1+vWYuNX0kHsUpdJbAnpkApnZsryshqdwijnAUAAPd6of7J/dJ6l1Zwksby16MV01Hy2DDCvbpgKZipPjnRyNNo++X8YmtYS6w4V1JnkVV5K2STZaBsQiux1hNami82NwUwylkAAMDx1I0TrbkbLKWUWTQWxmKcsQRUSIvDWt1b2rBb1vcwVb0RydVid2KXqbuzEvf8PNys4tfbSWQIlLMAAOA2S4WHnpL4gpa8A/mNRRn9MkyV+guVVgs1dgfk2i5oPMaW1otqX9prPhEXrbSKX8GJpcvP8MmfwcpZLyYAAPBfGn/olWipijU40uukzcjvkvpIkUba+MbGM6vX01gk9xL1OoVNJ3d/xu/qGL9iS1F7Ul2KchYAANzPGzN+G+E1Xwz9aGnC3rZpRLe2m1HG6Yo7ra5IrxSJ3E+L0+x4bil0hDrUW/6BRJFpaVVfGvfcEeWsH+zdO26rTBQHcDRNNJ33YAoMBWI0gAQNrxYhpqKgQUKioKZjEyzCC2AHWdrnGZzkw8EPEuxg3/MrrhS/xoqU+2dmzhwAAAA8qOtGkYn6YZMcV3bbfk54VyKDQ5I7jDGniOoGcz5h6IpExQeNhX4lqWIbD3zqnD0nZbglYp14qSzxk82PYXluKAEAAHh6cbt8/MZD/HbWcWV3fl9I1saNjL/ITdyyqaA/3bWtMef8tkw6FYMPU3jnZKWaDL09SP/1ZVPl+NIrKQzFWQAAABZvejVeCcZGpX9f2W1mrQ9rLMi7tm27ImDa5Aui7bBrGwWJNsSSGEaJfhVurYo5w+3FxYMxmnmX2XBl4GduoI9ONu9kvIssdA0UZwEAwD9vW1cMLa4sInqsiYpbNl7ZzX67XapNzbdlLCgKFpqs+tUoessbYW4jdvwxmV4GtsWkd5S4+s3xC8VZAADw77pz0yvrOBs1On25tMljJbYmHnd53EdBfuCVi4znJOgqpxaHh+mfH9+yAijOAgCAZ6HyRst352zxQVOiKZpX9BqapeKZrkwVYzXD1u+9lO50IPcKPgjRCkBxFgAAPIGlm17pRexX08+IhDLQdwkVlUtGSjwL3UzLVfGBJ2eMgxAf2Azdhc4n83akTz01dOpAKwHFWQAAsGamu3TTKyvF5+5SVGEum36bU5HQHvZtc31WL2eR3Rm/i39QVMRURAzWCbpKr9Jml5EqSGYFG7HFAIF2ej3QiOQP0HpAcRYAAKxTyFtjLK+vFR5RWZ6MHm0NfCCTS0OyfDg2nDpz+lZFsSHjL8r2tll9T2LTsMU7bZPk1qwNaD6OSfLeEg+wwB2S3yd/vg0MxVkAALByabTsWdWp1sm2Sd22yluXhjbmjMi6vrQsXlqjeRKn4CeVqsJJ5r7Ti2LxbaXo9vTUPKIqWFAUGQuyRNY0/4XiLAAAWCPe9OrOkpyaPv6inLnHYdK2DI1QzJXokRwqWnW1aA7mRSROVVU109qtSg2tGhRnAfBkyBmU0iyO4e/5OfGuGw+iMcfjZ4LOHgrSiSy6WXQf+WUVKeayBfpgzupI1WHOQy8NirMAeCL7zWVv+3ctcSqSQbXHk9hmHUOronvHGzY0UqhKPuYaWqIvJdNmf2iVDo2qcnQjpmJurcvIUJwFwL9nv7nVPsnh73rtRNeNP8UiNZ/aNt7xtHTdOstq0nkW+qSJfJb9XUxyhm5XRqYsbuB7iyRwTRHYWwf9E6A4C4BnsN/M8aZVofRYUXUqksAksQ37xyJ8oAYTGcynwXYykRVlkEckG3aUFZXMqZHWxj9aFmPMcQLPy/OqbV2X0DoOpcaW8fDhbj8euvAS9LqgOAuAtdtv5tLbnfRA75tT7xKY7LqxilMyrBbbvjTQxmlA8IHcX5y2Repw3Mf6wZ0VFDxBVmy/MaQwI1HlMTTmpLI42JRF3p9fuIxBcRYA/4j9Zr59rkrnQQI/nkmWjl+tLzqXZmkapnFGo6LU5p6llSVaBUxHyGIeGZaApeBqlGb4wHbQLFqe+ZhTsi73PMdxGEss6/pKbfdRzG2nbY9eFRRnAbBW+81P7KuddA4k8IOZC3fd0D039LFgN4Zh+DYeAtW7eRgt+PwIGQ/knVveMrh4vYlmY21qi2Hm3jbf22FOSR10f0nQkTpW1a0hqWksNsTPg+IsAF7dfvMzKJPOgAR+pHTZ+NUcYmBOCd2i177KeuKhCVY5qxgoj2idpVlGo7zXbhq+EKPLBZpvfNv8W68U6LD9HOc6urO+qg3leF2zU1NTGm463MTVxaGhOAuAF7bf/NBbsZUmQQJfs9quG0FtY84OSV54pTUOxxQfUA3dgZb0QdFRUxajU/abSwhXlYdlZXa9rZc9xG+hofvSi+MyeVNXzlfgspzyh+UwQBdAcRYAL2u/+THNlKZAAj9G3C4bv5br4yPFHvowKupoSTcIya+G1ANRohy5LqU043vMqmoYje/L+EhuUtfRfp931MBYNoOLr4kVPCoZuxs9T2XM+SFp2zzoR3NeJ8MH5MqXgOIsAF7SfvNz77E0ARL4rBU3vdKpLCJwS7xSP+4cis7PNrHQIoJU+SpRVnzfNwxJVdM0zmpKXX7fI6ajxSSedb2bR0McdG+sVj4vL4zGV4bbPBU6+lRmnYVuAsVZALyY/eYX9rX0HSTwnW3riqGFOT4+MLpxBmpE5NRC+VBGoQgjMyrRg/Xat7sdYoOU6O6S+KPUurSOj3ik4SlME/QDUJwFwEvZb37jLZO+gQSesu6mV4kyXf9ULNxJWQvIdtil/eEc3uraYG50ObWNlTAqjweHMSe5DD1AoeCD0ENjLj7wV3AIGYqzAJhpVQm82cfSKUjgu1FpYaF7KEUkaGiMDSvTsYYu0JlTVP2sw07UEMNls68lGBWJpkhZV86KfUnEfkwkzO2iBD1ELzbTHXSqxdxK+mNCcRYAM6wrgTf7UDoBCTz2FE2vKpuvy1bW/2+Kb2JO8qZTt3NpbBq+jAU7ruakmnVsoWFQT5t7oLatDRFsZsRmFmcJimuhRynxQaOjMSfGHEHrAcVZADzK9QTef3h721ylb6UxSOA7MN0795zUh91R36SUunVoKJiTSH8mdWXfMGMaVV3WYM5wezQP62LbcMufFVUTMeq2QPNiX7zLqHMdPUbh899p1H+7EpDTEl2jV27uJOgKKM4C4IlNJXAsfQoz10suz5MLaQwSeGkh77pxf3rgZltfwZzi72I3sD4O7hznunazTWvSFh8HapgrYW4bMfR789Im8PFBqv2scxa10IKud+g00izLUsnHnJJ214d3YvlYQR2SIkFXQHEWAE/pSgIPau9SCFNpBBJ4UWnkaOihLMs6mcdxapeMv0dJhtmc2S6QD0NzqqY+2xvDoafdJmPMMTSb40YMPVDZ0dTwlQO7kWJa9dqtbUqcoiNpM6zy59A5C4DXcz2BBwRtznnfSTfY8g7/lBzQOt09NIHVNK7F0JRm6VP978KbXv29MjLFzuv/7l7gkEbEb1hZE/2fjNjNS21OALuGSPlzYa5TW4Q9KZKPXeoh/l30+qwiFr9+ciWDoTgLgKdzUwIL5Ow8uJIuCGkb9Pr7yZvf3pMgSu+cwCmpAqa9v53scqP+OXa84m4N8Ts+RuTHVfLZTDmdmpfpXW2Kp2Vj1rllK7+8NFuKkBYb0I0v46EWawUHen5ID/Q5kSgda7qugOIsAJ7LbQksqOW5eujpPNvVVY/2Fwupe7KTJplf1WATb/tOlUb4ZIkn73nvQS2t2fJNr4ospKIp8dj8Y0SK+Ccr9Esbiv+xd/Y6zuJQGEZuIjruAYoEFwjEj2Q3/LUI4YqCBgmJgpqOm+Ai5gK4g720XWxmMiTMBCchYbR+um93Z7yZlfYZ+5zznj5nI0dNeNeTdBtDcMWQjRrqavwfvT9A8FehmVyaxJHIlckjFViHaM4SCP4IKw3MqNc3Y9kIHJQVHNDiaY7Cx3cDx8M/6wapip3+72WL1I3UilqNOvGBwrJRRjLjaN++w7ndibYe+4ATrNHRqOsDIF3QlIJ9YRiAj7QJ2EKIlV9IOvbkHoP1iOYsgeAvwGVgKf7BZSfpEqSsZsiea+B/lLUcfF3aG1S/2wBJaetH1j3l3rNgYNplwPqJ2xLcpL8vU8u1PKqoi5/EkMi3DGwMIZuZsl7QPp7WzYmNZnmtmnc87wtD58Nfm+FSQpBfdNjOT9407pWCM6RELriNaM4SCPbNDwbmvAV3jxhYOdRvMDDjw5L2xJapG/MVhFqeAi588/sug6pD4BISS17WDbMGKnmkBvwgO2A3dlyEVUpQOA0eawn50bqmp9GRqZYVjHUfbAgs1GnhUWI3SRTQyrcd3uHxbhxUypxpT5R31OTvaJ7pJHi2Z2KYutBbp+lvNLyJ5iyBYNdwGlgiyhKQ28BziP4GAzPK3fx271hUv9tjRHflEpP+9/wMhE/atFw4rAbkY7aIoa3BfZC6kY7yGdoH5k7+m1n3Kx/Er1ISMzNKG48cJfSzdeTcuZQc6afl30lFadmeqHFeAOOu64vC9xEajEUdVmERW4lJP7p0a7+iaM4SCHYLr4Gd5daq6DEDK0B/l4EVJO0BZ7PUDRJLpjWr2rqsmjuAxyDpQotRRAdnRi1SMUYxAg+RhkWMLdvCcYmMWczFPB+EMWBTPo81bUo0Wh7ODUUv3zZ3cb2hX9c2pctdpGWLJgJsgF8RzVkCwT7hNbDUK0v0DxpYgad3GVgJpTv5E6FXRp149KrU1OHgpkMYZ9q8QYqfyXVeseTlUSfZWMckLtiG0DYnZc3EU33OKG+4breqYzv7j8QeXa/Ny+khrdg6d1WUv3Kyudu69HUbJEVzlkCwQ7gNfFoUnPuogRX0NgMrscTPflM3UnjtDStgY0QTXoQR+AL6ttWHBPKdYtM314WJ3OgVawdYxjNT1ky/znb6NerIk0daKcociZ2XYX/8gcPUn4qz+b3nD112pOVrzNer3ssjPViBaM4SCHYGt4GlQlngoD5qYAW/zcCHTHoXSfdM/bKrqT6Aa2pNlo9xiv5j7lqjMzWZEjhcAcRGLLHlDb77/TInUcVXYEvmGc8OLptAPs/3bINhsar2uVhvoFiSKdpnLTd/zP8Q4Sl9bAArqVgdWV//wUVzlkCwH/gN7ByUBfKHDfzP6V0GVoi0nj2nbgDg67RfOASXQOqo8Ae7kLCwkpZt7eXYF5jGERtQinJ7rNZmgTxixqt9AB80B8K6zNDov/h2JPSQAswZzDEusvL/IyTwSeljSX3L40ZahWUd247H3t3LuRoJuIlozhII9gC/gSVjTSEYKdzUbzOw0kivRm2KFGwByr3xEprPtua7fbuiWugWbENhzVcZtZ32/L6tNn265rJX24kUsMEbz+Tf/jPryWIEeZ2C7cjoGQa4wNr0CRh1GGPbbsZxpWgaVzpO40pTRGd2sbcyjfVxLirBZQpew1CIsrBA8DoD12s6itH3DGji99jOk2TckBCXw4eyyIf6dAMfwFB2uBlPTmyr99OPXVyCaerGZkCfNdce9caK6z62knb11RRp91VxDTKgiqRwXY7F9O7dRo2FsZVL4x9N7s35bs16ylob0bW7Afc0Lv/YUBvPvIZy6kEEbgNdwAmMg0/PBq1pqvNxpYL2gC9Aws6Ogin+bADbQ3rxGC0QvM7AzZpWLDQp0C2ak3RJsrzt0HqqgT+GLl9wX3VYqgRH0svQ7dIFW+OWVtZ+uyuZ+boXb6RxtvPyJz4z+TY9Ms52K0ZjeCXgAo3LIkyrAgwXbIwb6/RXhTwuQ1SFBc48lhFyW3PQzz2aoIELsn1z1jQ1xBrGcQq2hPSJJBAIXmjg05LD/lkw8GHAp580hH6/iZ7qTz6u78r1NeqFgT+QLf1AZnCsd5rzN0KvzhgDCn0fVSvllBYZE3AKHoRgacEaYTOVLTuy2NDb3nH1Bi/FLS3dk89oZrOq+WsoO6vJ1IA9Tdg+5G/Oivhb5olFIzs6sBGwikURWCB4sYGXC62HKwP/Uzucc8Ufp4e3E7KvgLEq/cxpWLzCb48zluz2AwsfRqFfjDWCTPWm2ym6uL5ZnE/msDfZd8Lw+2k4YDfGJf0g+vf+yLJftyr7DsddHQ6Qe4gnzqhPc8TXnMU6zJMblW6EIJhhzVYqCf0KBHvjHgO7y+/AM4ruVnfGggftpxgY2bcuotff86BLP/AXUjfWdi1luq5edfMwWMLUZfuOUSbHO5Iiqjgy8TCzVkMPPPVL34bkGlv987/AqOmvOs29yVnhj+NSAb0qny2cYvYfzwDPBoZYJGMJBG8ycLWcS8lJolxRcBj4EbpXd0PTjYDvJVRliqbmeTN189Rj+HCIKkJcuLgMiZoxy7x5MZIfn0onq5bE0atsmIjMx20IIX9k//5Y3KYbKdYSyyP+PclZZhPCXx6sdfY0njWW3WQB/YNaQ/BcjBDvb6WYQPA3ucfAobJAJvEClEuGFxlYP9ycptpx6BVww34cUbGtrqwg/4b9IC/cFaFTCcuGoLdWcm4JAvxM/V310s0uYe3M2P3SWZxLgTzhSUn80qcDg/sw1/b4NjFBdgcO0oe9jxYkTfungybTdd2MmueXPVxfjB4JBO81sL8cycELWXLr9gZe/tSVtA1J/2T9oqaVz9C855TnGpV4LMnqN7Glna7Na7asGKnRYmQJeCmoci4PrDA9RQ6+VOL2kcY+VGbHHca2E9BLeAleAft9IHDsHhmcVdp1UdQuQYXlsAwT60E1xp4sa3a6cIg3Pjy7gCH0KxDsmnsMXHKEWnBdpQ+vMjD4vRVrv6FX1dSS0yFiGOlQWg4dkOk4q7RsTf9Pz8pGETdRy8KuMJopyjabe6KnsDZa/xz1REor85hrcfXl/Zzdh+kip3kt06zAC0hLTDf+0USLbrgzMHlsPy+KuuvirzANR1fN4BwdEs1+8G7vHOmcEuKScqnStvKr+KySfgAEnk5aNCIJWiDYgYE57sCc30Z/kYHhb990z6kbGR0vMWZTqkf+WVqI2P3Tw/CXC8/0z9gEPIzLbtWBFGWZPkVoec7MtSH9q7q/eIHWwauAQ+HIFDPk1i/NCDmjHY9BEIxhGk6W5bmN+xIR4/LdmG45nqa2eWLCp2UUZtNXBqC40xDwsQMACP0KBPvnHgMj3jpwZtUhccE/Hx+H7yyc/GwDn3JcoNS4PHphEmrn+nUrhFDljmM7Xgpm0FymI+DF8K2Y3DrVYhlZ8BlqQ52dnEyzNU9ObvWhC+Y4VCdXJ6XqSweVYNh405YHeO+yCFZqdyHfcE9hq+xNnvBEdiTBZzwlvWWfS/dApG4IBPvnHgMPHL3QuuXDg7KW5pkGjjACq48+SLtN3ai6pNW+goDpNOm5iAv9SH58HaBRZ5n7y+67GmxPSTu//AtrN1NM5ksw/GYSaAnBvTwQoZHG9Hgbcq4oshJHMlvTdBKrriB4JrDqM0kgEDB2YWDj9jwwQ7WGg8KD/TQD652hcLFT/Rpxy+qldu0jgsISZwErVNoWtlmksuw1FXiE0BuVYaULxyfT5MwLIA0t+dp1ZbDcCxyxW51TgU2Zzz4HTQjuZ961xt0I4Msje5mMFqkbAsGcXRj4n3V3SLX/R+HEepKBHf9D4USXHsd5eupGxSL25++KyNbGRuVEN03VSayePG6frqWqu4iLHDA7vgQbkXZ6ns7ytxxPnnPMX+Fft5jGouzwaUK3WTAzT0GCONMvPDsAIqFfgeCCPRhYv5ULzbCpO99i4O5D4cbZZegV20rrLnUnaeHCnaWMrSZzdF3Ss2RcQ8Wz21+aUou7ugz9orMiJkO9Ntbd+/wUcFKN3tcu7pyQINQ3U09yVBhgc9zembqwnyz7tM4D2cTDugzv0lLZDxyBt2OI0CuBYIE9GNhesxtJLRTlTQZ2UuUOnH2lbszuwNZl/2x0lWtohDibmnI8U9d1iTUcHx088OwdcILZ/VNtSnedvxv6kC3lMZ+Hy0ijddceTecYVYmTYEqo3ihGG/p58FWlJTHznhoTsAXGdRI38v2yKL7GlZJIaj3tc1IpJuDdGL4IvRIIFtmDgYsV+4FVorzLwBH9Cm6c/en3XAfWsnOHTdWzkZfMvcq20ByrHOC5RQefpr3APAcOYdF3cVeXKOX5MlTTrbTcPUhG8Xnf9YJgEpHWRtaGKxwrS6VV2qxH2GQ/ty4FG0OwJF9zPHrj7l/dSeio0g5yOEXqhkDwM3swMFQW6C/bpd9lYId+AT/OblI3Ji79qrWSHk1XW9k8z6wMVvuZjtX1hV+51ymF7QBeA8pkZrSScwbX7/AYXpHbVkxXDm3HPKFzSrXgVng0JmhwWXtqzpK1pA8RGgih40o8wLSCYFvS0hZjvwLBz+zAwJFyO5CjVt5mYKK80MBqnIJXAKvaztQ2OB6D9pRY5w1GsJDkCc8MAtY4lcXk+8oc+9H6tFv3ZGVCBDPaDq5yK3CLPOBb/MQgthRo0yu9XVdwm2DuCbcKx93Cid5yrsfgh9S50K9A8Cs7MHCpLHBQZ/fCw9sMHCuvMjCDPpe+jTqYbsQlgdNjcEcrq6dwWZJdCO9rU2pvBBkjO2BxEMWeViDfhPRs8ZNquYALg/gdez73cp+rOeum9mFa+XVs5dODh+aZ4xt1M710ZCHYAlI3kkAguMH7Dawu9hkbHPfQLQ18+uelBmZkb9q8bzj0RoVTMGOgPcw9uCI070iKCMd7m9f48NccKabfvPxT+p2oYud051uGwRIsW/+e5CztdHGhTeNP68rHVooaKy7Cyp0Fdc1/wCL0SiD443AbuFaW+Je9M8ZxFIbCsOUmossdhoLgAoEcIkFDgBYhqChokJAoqOm4BIfIAbhBjraLTTYhYYJNEiaZ9destDsTD2zxje33/lfcnfxLWWlubeAkOJG/wMD+N0uHjn+5NHx2LfRXUi8+AZi2KiU3y5pEh9F4UsTXjKQI00J3C4uJHe5JWmsR/BhiPzMh77Bfd05y1nDqUwakjo1/lR2NssELfjYor0XolUDAyI8b2BtvtY0mJzccmmvHOXMNzFslBo2v6S/bgkdRyaXggpB57OlN8TQRcBVPXEZWc6OrY3S5B+xzpLCL7h5jy3pgZ/H7ezinow30gllgpdSRzoq80MYOqGVguOjuCxahVwLBb4HXwOZ6DDiZmZVvwDXu8w3sTe7PKex7YP5r4RAuRRjRQAvtIqk/oiN3ffSKGiRaeH0aa2gWdLHKsO4XOmd2dBr6V6ZvXaWlkRej2y1rAzWm29MGPom4Ds4VV2ReMWtOJj/ItYV+BYK5LG9gWoY12YsUjQkY3NI+38D2+pYa3HJkM/DbF2f15cdVN/qu9PRTp5LLUt8MJIleRppzxhpGNs2R0o2ccbdVyrRku0bw5cSZXXr6XpElWdmDiOs/JI5H35dpxnE/+7epbZxEav+6d0GKLg/lsZ0+1NeL+tEOuy/2F8yP5orUDYHg5+EzcL0e5aBOaJB8wTXm8w3sToZ1UVZsBv6E4qwwMwJAW1V2lZrYjgnh1JY0Acop+QI38fxeWhnHjFbJEmXuXSb/0MVNr0Y1wH+hQ/d125wxqFDXq/1eUWTpGlorlRj+8MjDtCupf7OB72pwLnEkUeRBmZ1I3RAIfhlcBi7W4zhTmVku09KPGzhc32CP+ZGxFvrzirPuYVqpEel9J6se2KnFrQj+1tbh0CEEX0vrb2SJbtGd8OIH6LyoFJwCrr/6XXtk2HZdF2nqOCRMIzS1u7kZToO9Hd2/WrPSs3Rak0UbkPRU6Fcg+K1wGFjN1+OsPHCJxWRWkLB1I0GeYfpHtplHDaOBP684axQUO36inka5q2VN7PQwYRMQzwTh3dNu73xZ/CqG4WDAsBAc4pJHRw/9nsFJ7JNvBS7kw+lzMhuTFmc9Ny8zTEuRuiEQvA/sBjYO62/IJu93E3BLtoiBV2AEk9HAn1ecNbXtzZ89PdG/Z9aw7i+L7Ra+GNTo/SSnEVeGgPRnLZecRSlmlUlrGY7ODyH0KxD8ZlgNjNH6O44bMCBkMrB6mDQwf+PQgcnACWsixycWZ11ue3eDbe/rucqX2EgdYIFpP8gnj1rZY0uZBjkEL9ETkrO4ztEzqQPDt0CkbggEbwiTgYP0yBFkFTOZNWX5qHGfGzxPo458JJeBP684C8IcVxIpp03sbKk0DM0pd7uojvszWNDrdwnz5/TC1BmtAaMtU1vr8eQsmSf+KkwjqSN6g/YrlDcidUMgeEcmDLyJcNEOvma6yqplqcRKVowGztc3xDz3wPZIQTeXgT+0OCtMF551Z6YlbY3CqUHvMr3GhEtgkg0wRiONPZimOZbtcxpo/RGPD2f/ulnjG2Ww2Un0XeRwNiJ1QyD49YzZ9XjicFhPAjcMLUEHlW2Ir8F2XdxwRGKZ4IpyNcPAv604ix3+4iyKt9yIBkvq0G5+lohGLEcZgs/GLJIo2qrqeLsSbVWyB/f/plvYBhnAaDduCBcCWUK/AsEbc1g/xiFiqjS2wIDgyDyZwR7VfoE9MBnyQfHBAGM1czLDLynOYkeLLafwceJhR+ObO6CcB+ktQq2QJEnzbDs/qfpN6EsakLNT2+82CpIEY9Ku1NB2pTwOtZsTbG/Xf4NC/9x5C9yOa669BQKB4I150MCrBNxQrkdwvi6n6pJV2QycfL/2P5p7DcsrG5xRuy31jxv4R8caons61cLeunQErryv+uSsAs5KzsrhIpg1WW+vBkn3o0unCMxw2lJ5d2yMseEXToxeUZwV9k1SOu5n+ptuTRqkgQNfiOaI0CuB4O15zMArDG7ZjO4yj/4GELY+XH+HMe8nTO/Kfx1iQImK7sPew8BLFmcNJxndWGNoXWlXqUFpN5kVh838Zl7NwVEdwsVAVo0joO/3lb6JsJ+2iCG/I9pLl8gAO4ivOGtq3iMyaD9Wo8FLTFKmZcNbROqGQPAfMVDSfAGzjAdewdayYkj9zG7gcD1JOvU4By13rZAefb+RgRdPznIqWiLVH9ieR8/Ke5KxWLh5eG7mVf818/5CYoPaV8eF22qmaVoF1knVVggn4Jn3WJIX7sBrGtK8DF9BmGHR9isQfAaPGPiQgFGM9QRcBvZ5DOys7/GGBl66OKuty0GJlDU+qzD2v75p5jU/4Ab7Ag2N/3Uik8e7ir6wOisr1rzkrKoZWSsiy9zoH5PNcw5PiNQNgeC/5AEDQ2+iKWiCFZuB1dPXsRjYW7Et/VYG/tHiLNpGNEh9am3aTaSSU+SblA25GwCRxvD96UYTj58RAxI2eavahBwOz3qH453PWkC6kS8Pt/Pakzq8p7/CuCiBQCD4IOYb2FEnhgROcGTMjwYOh4GBu2YgRG9n4AWKsxjaiOSN7RjVt828KHcKGwc0YlpRyXXyQsR+YHBmaiL/23lMiJQmG/CKtiR7WRM+ihVfHnfrpC4sMGzbxsHXTiJ4LhwgQq8Egv+QuQY+luAO5nqSVeIwGnh74DCwyvBAx+17Gnjp4qzbnhmJIkcTzbya5XvkHBXHcAlQo+5PQ/8sxHNLi100qsiq+zQjHpzPb6WO4FEBt3gvyYY5aAvycaRu9C9dlgh7o4XPBOW1CL0SCD6QeQZeZRtwD2/6Y20wYWCOLXUKzuDJc+hDAN7XwMuPNRzUZFFoYdEEpk36lRq4EFqe4i+y5HZu1GWOLtMqlU6FHq7rprDLU8NuZA2WdNKiydw8RFy/LlR9udv1EfGpLcmCl4jQK4Hgv2WOgQ/ZpK7KKQ/6gN3AIOMwMKinfvoEvLeBl0/Ool1KRL2JQwqLlIQhSGrbz/xbEGThPdmkt5CX7jsrZ5iW3PcvVbJEqC42xWZz2aok62XD/h+CXLyXqN/9Jk0L3wiAQldImvDJvzfZQr8CwcfCb2CYqmCCya3oygc8BgYFh4FBMyXgDzDw0sVZbRehsf93ZGsyyCYupY4ELgwyiBJdyElcyuT8N78pHtapHC+3pmap0BLxOnMtpzDIFnmXuDxFydjTlX8G3+seblwNPhXNFakbAsFHw2ngoxMANpLjHQuWgM/AoITsBgb2HfsjD3yKgRcuztJaRgOarZWdUh+3GXwtyCmvA0QaaW7BckMTNNTST52/NHap7ql9gzq+rYkOWnjGLckJcg65QGb8F1ODz8d0DKFfgeDDYTfwivPAa5uvv6H1AI+BKYa5YjUwCNCd++uPMvCPFWfFjpOlaVPXtm1gnCRBFKkq0PW9IvUooCxC+GqyvkYbp91lrBZm/dwlrM3dNUb67nKEglr6jnm7rCxJOzQSrrGDb4EIvRIIfgWHSfEejlrrdIl/3JTaegQNA8BpYErX2LmaNDDFP449ShsA8HkGXr44K6Sa61GUXZf1qKuqFwVJiTFJrOQ14PzU6tyopAFVUjy2uha3lmtZeaxdpVlHpzhsALp1fPNmzr8Hf54wFaFXAsHvwPbHsQ3DwGXggYdIrMN1E3By/kf/hmnNR6Xh3xCMOMuIr2wNs/PDjHzG228plk3OihRatusiuBxaFiiVBW9xd5Ikl7nrOI77Ive7gUxjSLDdpI1vRBU9nrabzCn8Uu8ztOCDiNArgUCwIEljmfB4OB5R7BDDLsYXTnPt+HdpqLXZ75jTtmBxFrL8SO6nDMKFsCKyzXTQeFaVAV+GSeu6SwtdXhur5PmrnaIoO307HLXU2rpcebhYtHEsbhIgEAgEAh4+tDjrPGWwjuEitCUpOg6KwXpW0s83eBml1JHDK+quejof7wJqcKTLdKBSGsIFiBuRuiEQCAQ/ziLFWcO5A/skXUT8yKXBFbst7g6A09rY7oh/gxxOoqXBrtqWdmpxvh6HHDIXo41Pwd2RiAnN1PZNOI5I3RAIBILfxpLFWWGa7JWoWUj6tJd2L51RNthhWdyscbDtS527/ErITkyGJVV2ji4OAIhc9/lk1IdCIi4RfBHIEvoVCASCN2PJ4iwEFwaFlpP+xclN7g1jatDT8zKHzJhFtKMjFBJslNFXX5iVotvPj68dLHX48BVo7u8oYRAI/rB3x7iNAlEYgNHrOIcpWE+BGOGxBA0eaBGCioIGCYmCms6X4CjccJcZdtfYZNdsHK9J/q9LImWiNM8z8897AJ9PxKttTex9EnFWu+jEoRWGxjt0tqnYXcaXdt5j/85TcfkUesjMUUkP54RoegUA8NKyoBL06bGwaNfcRafmqKXVHJHmwvnbxfgx8uKmPAdJp8dJ+aSh6wYAwBejwllb4cic1mFVYqtKFzh0H1E85GyYhZJu5MFJHVG7+qFSxB/+v08rlF8AgO3Q4ayXx8rIUvetQSjobqJsOzsrnbtWyMMgslRGuaJ38ce636YLSxwWQlrougEA8IWN4ayXr8KpPHvRcWowKf4tDcbEOPTA92UYlmXzq3919u1X62r7Ab1EWGWol1A3e1znoI+4Hy9vWgMAALZpI+GsvGxVFd6X7F+GHN2wbPt0cl1jn7X8XMn0Kh9dxV6RRWNva75qTOA0kTjiobi4oVV/uZvTg+V9YgAAwKZtI5zF5E5VspRWmVp1mdbhHErfz/NUiD/315xm8B871+2Os2nA9/C5Xu/oHpIk2nfmyM4qeihWn9H0CgDgc3jBcFbdDzQjzFHxjlZdfx6ROMS6eNp7r/edac1Qzd83/JVvjJNdZ4832Mdu30437mh6BQAAWwhnSXesmUlfM9LSXneglLSeDmfp/WzlvHGA3Jkjl0u20EPDfpXPJ0wGKL8AAJ/QC4WznFDXRMs9JEV2OJnv7qmc9nqEv3FTZFOul8qWsl5c7Z9f4r+CplcAAJ/afwln+dxjC99tVbrYS7IsS7z4AQfldRzZprnvLxcbCj3Q9yzoVn1QBXig/06EHE2vAAA+vSeHswZ3PCBu2Bsb0J4eifli9qVnqXG/A91ymr3aG/NZ6c/j6L7pD4SmVwAA8OLhLBGoWb9tyGimdnX46uOw6M23QrKw1f43EPNp++bI2gdPnDfloesGAMDX8sRwFgsLdUm785ppwJGouKFqXevQxxnMUU5X0iY5qgRWcXlnXHMd5+KBemRsR3FNf4KmVwAAsIVwFvOD6Ggqx1/NqqI4pTsIv+rPQRDEfTgwWiNRY5HyWfsPzzVHJy9k1+02TDcYdCaZG+ovTZqUPkzeFwYAAHxhTwxnCdnzNov2+0PWBuUd1ZTJuHAt84JlqNPse8nMGgtrEfRleeaFYenqm/TD5SKtDmNnNf3mVNMTp4Zm0PQKAAC2G866C5N8mo7vFrEcBJEYKnVSbHNn1WjdrLNNzer2RSzF1UK57LmeLXjKzunsuLq9/BpdNwAAQNtuOOtSLRndcMppCOEhvjomD9RpMa3kpHmuZv2+TUxvlI2S0QzKLwAALNloOOvy/tWOYmce3NLl99QufCbo1Q0yo3ditCRUx9HfBM2g6wYAAHw4Hc6iZ6misdTu4vyySsXdFFSmW46ndsbhe1uEdCdJS0JzxOkjODJA1w0AAHiVcBbzr+LGpZ731zh0a+Bqb3zIr7azK/k79VsqRtfSgyrwkn5B1w0AAPi7zxDOUnvcY0W3xNkwR5m8GrpgdRkfg9Ur+IU9LlOU+exxbqKSXzufCOUXAADW2Xo4y1/uoUFDHFn6we78Z6IKEndKTCdrWmiwsNWH3bvC43HM2+xkjk6trr/ougEAAOttOJwlVB1s5iWsmt7rGkFNS9hQttPk/ZitqY0V1yP7taPR9gM9Vt6g/AIAwCbCWQ4/qkm/jRzyvJa9tz+ao65oBL0hj3emOSW61nMG3w/9OmekoesGAAC8kueFs5jke9v8zeqyYGnt+TQF63BO6YWw+pwZAAAAWwtniboqm3NThvXyivNpClbUvFRLL3TdAACAH7Yezro1n6ZgZ6VDi5yyiGt6NiYDlF8AAPhpw+GsmetpCnZROfQGf2+p+UZ9TvdA0ysAANgAFc56pjw2prH507jh+dD/ZU6lRxF2bSno44mQo+kVAAAs2Wo4i0gEakNrZ+e6nJpGe5LRHdKm0KN/veXjc3TdAACALXpiOIv5qgorp1aua4pRHKcqzOgjpKWHZ7/f2bt71ASCAAzDy3beRLKFRIyBbKMmbVjcagsbQbCwtvMSHiU3DKymSBF/gujMzvNcQLth8PUbAM6LNs4a/zybv1le9ZHVbPfUa/WbKm8ZvQKgA+4ZZ1Xrz/ZCmw1X+VmD1aL8fO73DruV8+H61l+z3jcZAFwp2jjr6+N9uzn9O3A12Y1epr3W69PmY1LnR0avAOic9+Hy4ctURb0sm+x47Z2+jHazQf6L1Q0AOqmNsx5i/LYfzbe9Vj9rymVd5EeOXwCScDbOivLaa3UDgAjcNc5aNNMT194bH79WNwAI3T3jrHqQ/8HqBgApCiHOcvwCkKZ5OQnq9UCrGwCkI6BnDR2/AKQlhGcNrW4AkKY2zopFsdrPMwDoijjiLKsbAHRR4HFW8eb4BaCzQo2zjF4B0HnhxVnjydDoFQBJCCjOsroBQGJCiLOqxcjffgFI0PVxltUNAIg5zqr3TQYAibsozjJ6BQAHUcZZVjcA4Fyc5fgFgBMiibMKqxsAcO84azArrW4AwGVxltUNALhMgHGW4xcA/hdnWd0AgAsFEWc5fgHgFnGW1Q0A+GbnjokAhIEgiqKHFDQMBRUW8BAZMRHHcXDVzqR5z8Q1/zYoH2e1Pv8DAIjGWVY3ACAgGme11/kFgFI+zrqMXgFALR9nPZ/RKwAoxOMsqxsAsMF5D2+/AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAACw2IMDAQAAAAAg/9dGUFVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVUV9uBAAAAAAADI/7URVFVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVVWlPTgQAAAAABDkbz3CAhUAAAAwAq9SztrjmRQsAAAAAElFTkSuQmCC" /></p>
+<div id="la-couche-de-données" class="section level3" number="8.1.1">
+<h3><span class="header-section-number">8.1.1</span> La couche de
+données</h3>
+<pre class="r"><code># Couche 1: Données
+ggplot(data = iris)</code></pre>
+<p><img src="data:image/png;base64,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" width="672" /></p>
+<blockquote>
+<p>Sans autre information, vos données ne seront pas visualisées.</p>
+</blockquote>
+</div>
+<div id="la-couche-desthétiques" class="section level3" number="8.1.2">
+<h3><span class="header-section-number">8.1.2</span> La couche
+d’esthétiques</h3>
+<blockquote>
+<p>Dans ggplot2, l’esthétique est un groupe de paramètres qui spécifie
+les données à afficher et la manière de les afficher. Ici, nous
+demandons à R de tracer longueur_de_bill_mm sur l’axe x et
+profondeur_de_bill_mm sur l’axe y. Nous n’avons pas encore dit à R
+comment nous voulons représenter les données, donc nos données ne seront
+pas encore tracées.</p>
+</blockquote>
+<pre class="r"><code># Prochaine couche: esthétiques Ici, nous disons à R de
+# tracer la longueur sur l'axe des x, et la profondeur sur
+# l'axe des y. mais nous n'avons toujours pas dit à R
+# comment nous voulons que ces données soient
+# représentées...
+ggplot(data = iris, aes(x = Petal.Length , y = Petal.Width))</code></pre>
+<p><img src="data:image/png;base64,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" width="672" /></p>
+</div>
+<div id="la-couche-de-géométries" class="section level3" number="8.1.3">
+<h3><span class="header-section-number">8.1.3</span> La couche de
+géométries</h3>
+<blockquote>
+<p>Les objets géométriques, ou geoms, déterminent la représentation
+visuelle de vos données. Nous pouvons commencer par représenter nos
+points de données sous la forme d’un nuage de points, pour voir comment
+la profondeur et la longueur du bec sont liées l’une à l’autre.</p>
+</blockquote>
+<pre class="r"><code># Prochaine couche(s): géométries
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) + # Utilisez le signe + pour ajouter chaque couche
+ geom_point() # La couche geom détermine le type de tracé que nous utilisons.</code></pre>
+<p><img 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" width="672" /></p>
+<pre><code> # geom_point() trace les données sous forme de points !</code></pre>
+<blockquote>
+<p>Notez que vous pouvez ajouter plusieurs geoms dans un seul graphique.
+Par exemple, nous pouvons ajouter une ligne sur ce graphique pour
+montrer une valeur seuil, ou ajouter une régression linéaire. Pour
+l’instant, gardons la simplicité!</p>
+</blockquote>
+</div>
+<div id="custumizations-facettes-coordonnées-et-thèmes" class="section level3" number="8.1.4">
+<h3><span class="header-section-number">8.1.4</span> Custumizations
+(Facettes, coordonnées, et thèmes)</h3>
+<blockquote>
+<p>Maintenant que le jeu de données est représenté graphiquement, nous
+pouvons personnaliser le graphique pour clarifier le message ou ajouter
+des informations supplémentaires. Les facettes sont un moyen populaire
+de diviser un graphique en plusieurs fenêtres selon une catégorie de
+données, afin de différencier visuellement les groupes. Nous pouvons
+explorer ce graphique différemment si nous utilisons facet_wrap() pour
+créer des ‘facettes’ séparées en fonction de nos groupes d’espèces:</p>
+</blockquote>
+<pre class="r"><code># Prochaine couche(s): customizations! Les facettes
+# divisent un graphique en fenêtres séparées selon une
+# certaine catégorie dans les données.
+ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) + # Utilisez le signe + pour ajouter chaque couche
+ geom_point() +
+ facet_wrap(~Species) # Cela divise le graphique en trois fenêtres : une par espèce.</code></pre>
+<p><img 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" width="672" />
+Changement du thème.</p>
+<pre class="r"><code>ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width)) +
+ geom_point() +
+ facet_wrap(~Species) +
+ theme_bw()</code></pre>
+<p><img 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" width="672" /></p>
+</div>
+<div id="supperposition-de-couches-geoms" class="section level3" number="8.1.5">
+<h3><span class="header-section-number">8.1.5</span> Supperposition de
+couches geoms</h3>
+<pre class="r"><code>ggplot(data = iris,
+ aes(x = Petal.Length,
+ y = Petal.Width,
+ color = Species)) +
+ geom_line() +
+ geom_point() +
+ facet_wrap(~Species, scales = ) +
+ theme_bw()</code></pre>
+<p><img 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" width="672" /></p>
+<p>Autres Tutos: - <a href="https://www2.stat.duke.edu/courses/Fall19/sta199.001/slides/lec-slides/02a-data-and-viz.html#1" class="uri">https://www2.stat.duke.edu/courses/Fall19/sta199.001/slides/lec-slides/02a-data-and-viz.html#1</a>
+- <a href="http://r.qcbs.ca/workshop03/book-fr/les-bases-de-la-visualisation-de-donn%C3%A9es.html" class="uri">http://r.qcbs.ca/workshop03/book-fr/les-bases-de-la-visualisation-de-donn%C3%A9es.html</a></p>
+</div>
+</div>
+<div id="les-geom_" class="section level2" number="8.2">
+<h2><span class="header-section-number">8.2</span> Les geom_*</h2>
+<p>A chaque types de données son geom :
+geom_point,geom_line,geom_abline, geom_hline, geom_vline, geom_hist,
+geom_bar, …</p>
+<p><img 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OLFi+Ut1urVq+WN1jDCMBtAr/a6urp77rnH4/Hs378/4x7sF7/4BfzSt956C7qOwl3ZGD9Kg4YJVSxUUSFgwE8C2iE2bdq0ffv2V155Bf5p69atsLLP5ysrK/vZz3725JNP7tq1Sz7qq66ufvTRR9NfaTQaX3vtNVXll19+WfMz0qBBw1AwGo0///nPn3vuubq6OmUCic2bN2fv+l1dXf3yyy9v2bJFlmOwMBgMZswoZTQaH3rooV27di1fvlyucF1heF02Fi9eDA9ZYDofj8ezefPmV1555fTp03Idj8cze/ZsZb6fbdu2ZXRZG+lHadAw3kAkSQIABIPBQCCQPl5VJTCjHABg6dKlZWVlqlxyFEVdvnwZZrurrKxUHvhBlb+8vFyeGBRFnTp1qq+vLz2DpwYNGjQMBTnFZEbRkS5q0kugH1iWGS2hbHS73ekvGkoYwkdMJpNSyUhnA0aUwK8AAMBMxPB4Zc+ePfn5+bW1tTB/qOpLM9If0Udp0DARioUGDRo0aNCgQcPYgWpNoEGDBg0aNGjQFAsNGjRo0KBBg6ZYaNCgQYMGDRo+u8C1JtCgQYMGDRrSMWk9EJHJzZ6mWGjQoEET7p9B4a6xN3b2NIxSsZAkfpL2K4KDm2TkaRxqHGoS8POu/Uya8DoEQbTWy23rJRJJgiDkXwWBBwBg2OC2nOM4gsCVc5FlGZ1Or/xEjuPHTgRBEJ1Op2IvHI7o9YOFPC8AAHAck0sYhiUIAkUHKdM0bTAY5F9FUeI4buxEMAyF0dT9n8FxHIqiqm5WNrEoisoKAABBFLHUElWd0RFBEERVR270kRK/bsnoiAzFoSAISlLpxCVJUo3adOKqOqMjAgC4STnUMBaIktTZ2aWUO5IksSyr1+uVfcFxnMFgkEW5KIqCIChFHizBcVzuR0kSBUHAMFzZsyzLEgShLGEYRqfTKUt4ni8pLsrJ18XjcRTFlHIZRVEEQVPlMqESGqnfJUiSpBTloyNiNBpxHFdNis7OTmX2KpblAAA63eCDFEXp9QalXE4kkhaLWSmXGYYeOxEcx5xOp6r1urq6CEKnFAUAAAzDFJ/J4jih6l/VWOJ5buxEDAa96mIXSZI6OjqUSxTH8QAAgsCVa5hOp1d+OElSJpNR+eEsy4ydCEEQeXlOFXsURVosHsVQZAEAJtPgd8ViUYPBqRwVwWCwuNiqnAixWGzsRCiKUikWsF+cToeCcgIAYDKZ5JJkMmm1WpSUI5FoXl5eKmUyF0T60+3jACCSBPr8IYvFpNRNAABK/SWRIE1GA4oNzsBoNG63D36zKIgkRY+dCIIgDoc9XZ/t6/NbLBalCAMAKCVmIpEwmYxK0RONRpU3F4uiQJLU2IkgCOJwONI57Onp1TgcC4cAAJ+vI1WpT5dcnHLBG0L88WMnYjDo06UznEvXJa7adnAcqxTHmfYuoyGC47iy2SEMBr2ccBpuOwKBQEG+RxqwbVA0E4lE8j1uuYSkKJqmHQ4HbJCBEsZisegIXAIAAYBhWZKkzGaTjiCkgSYKhUI2m00uQQDo6u5xu13KD+np6c2V2iQIgnLRjUYpo9GkXHTj8ZhyiU0voWmG5zmlKB8tEUGlWMApoMygBeWy1To4U/x+v9PpUD7IMKzyEZ7nw+Hw2Iko71KRxzNBEB6P+3qUU1a1rq5u5SOQvbETSWcPAGAwGJQX32dN2ZPG3liJZGRPw0iBAwQFQNLpCLvdMUyXsCxntdmUXZJMUspHeJ7nBWHsRCiKAkiGvaxOR9jttmGJM1arNZV4UvkIz/M8z4+dyFAjT+NwjBzC5XwUoqGwsGDs8kVFZCgOGYZWLjOJRBIAoNz0JBJxg8GeqtdHCgosSuKJRGLsRBiGSVcsPsNAUVTZICiK4jimLEEQRLXeq0owjIeWmDESuRnPGjRomFjFQoMGDaNd3uDuPG2twodfq3JChOM4rTs0aNCgKRYaNGgYXyCpu21V4VAliGIbLpfI1dJLQHrJQE1tO/9ZAi9KOPp571JRFHl+MMoBnl0qS1QVwMCZ7GAz8nxOiGT0cp2E7GmKhQYNnx0IgsiwrPJXURRZlpXdIDiOTSvhBEFgGEbWEmAJy7KSiEEfC3awRJR9LARBVJYgAEDKSrdcURQ/Jy3PcRw8dIOgaTq9QjKZTPU/FZSPiKKQEyIZ1x5JkpR9AeuoSkRRVJZ0RPj/Ot3cGqANBLpqhuPeec5REFE9MtR4GOOHU5yox6Txaz2WZcPhsIIODwDgOFZZIRqNKd1C4ZmsgrKUEyIqz+JJy16/YsEwTDAYVJDgAAAsy8glDMOEwxElUY7jlI+IopQTIsr4FiUYJuWzoWcoz3PKkmg0qhRqaZ8t5oTIUOEMGodj5xCuTMoH4YBOrcCpRFXqI0JOiNyMl/PBGJBYLKbaUsTicflzBEHgeT4ej4sDJTwvCAIvSdAGARAEcBwPNRJ5qgqCKAgCjKEYoAy7XpJLEAQRBD4ejyttFnDfkxPE4wml4wvLcjRNKwcSTTO9vSm+oqoS+FE0PVYidrtd6ZMuf76SDmwEVQmKoqqRn/qrlBMiGRdvmmb8fr9yhAMAKIpUTttgMCT3eJQWf3c6wfASAIDmxPcbQ9E4edc0YkREoIRXPiKKUnrTjRGBBP8fn/Rtvt0zfjNrkvuWTkL2+isRBGG1DkZnJJMkAMBsNimfMZvNylWfomjlIzwviKIwdiLKJUoJgsDNZrPK4qskzrKs0WhSEk8mSeUjPC9ABsZMRONwvDjkOC4ej6t0U1EU0vYcSOqeI66UXDkhMpSCS5JUV1e3auFUPstxHMtyqpAT5SNwsR87EWVknbzqGI0GjzIqRBD9fr9bETVAM0wkElXGEVA0TVGU0+lEBkv6o0KIASHCsBxJkjAqpJ8BAILBIIwKUTa1y+VSBpB35y4qxGq1KMMUw+Gw2WxWxvL09vYWFBQoH1GVUBTNsqzSj3h0RDKqxTiOK2cBXN2VJSSZVMWpRqNRlXikaXrsRDKuPUbjyNaeE2f9UKuQcaqD+eIcS0FB/kjXHmXrDcUeQRBKOnKPKxQjymw2KynH43Gr1RKnhd8cbQmR/KFm+o6qURK5LnsaRgpc1nmVswtuQ5UlKIrqdITKvyy1Ap8TIjBtSDo0Dj8PHE7mmD0Ik8k4Cr2+WJHLYdSbAxWRoTiUUm0YykIEAEnqL1SUSP01B45CJKn/H6yGpFKVf8JRREegSlKQjnTTSsOrvaRtwl/aE2XfPee/0kOyvJhnQtfOIVZMc9xwp4YIqZ6hvCiR7OTqW5YXX93f3hdjMRT55ErklpI8zyQeXTtORNsjg+b5QhvxvdUFn1XFQktSpEGDhhEAGfgXIoWz7XGGlz4brn2hJPcfH3fw4oSunec7Ev/y16b6pigAwGbEOyLcfx3u+tUB3wSzkY5Kt1FV4jDhVv0kWi9ECfznoc4WP7V8qv1ryws5QTp4jZzMA4wVJIoV5X8MJ32GpYTmvKkhMy50Jho7E/E4iTV3wc2BIEqiJMVJhiCSvCCxggQAoBhelACCIBQnAAA4QdJhyEtfdWoNeGNW/dSgDBRFVYEbGaNCEARBFc8h/UDlahiK6jBUR2AAgECS6wzRHSH6clfM20t//27dzEITonzjzdl0R65GYhR/rostKZqgN/oTwmvHfACAv19TurjCxvN8e0/wrxfpM+3x39d3b7y1+Aa2xrKp9o8a+9oj/XYLFAFfXZKPIJMowvm9y+QZHzOzyLxxZTEKQN35wPE26v4kl2cmcq/E5MZtK4WmBCSe53Pi+6VFhWi4abC3wd8SgMZ2Ju2Pw8kXXpD8ca7IqQ2t0W/FRgdJkjiOS5KkQjqIPM+TFAnnuxzfMViCIAzDsCwrPzVQwpFUUodjOIYSOMIyXEeYCvWwPXGxJUC1+MlAnMMwlOWF+mshj1Ey6RAJIIIgJJNJpQtCDp0300MShg9AAJlCEoYiIkngyNUIAOBoK7Wu5jpEMvpY0DSt9FKETvVKR1GappWOjRIAbzcmOUF6pMZWbmb8fr8oSoTEfnW+8T8SzOErkelOaYodHZ4IyOQdmTFwgOd56PQGARPmqjysKYpSRkx8vcZ0pANc6aWNBHLnLEe1B0skqJESEQRB+YgoCkP4lo6s9T5pJo/7mAIr/tB8YzgYAADcVqnfc47bc8x3/zxrlkSyb71RuG2d6qC7vZ3yrwQKJCl1XIkiTdM58f2avFEhk9klDYKiaKVvNnRIJsmkYpSzPB9QfjbLsvARSQJdMb4lyPnjHCVEOUEy4IjVgOab0co83JUdEbnthvJqHguHMnGO45QlFMP7okJ7xN8a4lZPNU33EBmJdPf0Righz4TlisNAUhjQKkaDcy1+lNWPog0necweGFXYXjbLm0zk3XPBMMmtm4aPLmxPEATo9aKU4yzLw/oIgnAcl16ifApBEIHnMCAaUJHjpbYA0xZiOkJsV5TriPBRWsRRBEMBjiGcKFl0WIxkSZrBJFQCiCRJqgmeQ4+LZJJU7t4YhmVZDlPcD8CyKSFm6SUwYkgpK2UiTQE2lOQAAD1x4eSVnkoXMQwRZX56GSr3IJhNVZlfNRAIOByDnj2nWuMdUaGm3LpmXrEspiORiNvt3rTK8r/fad13mfrHtQUIMhwRAADL9qjcg+B6n7aplVS7z7T9qMTzPIoO9tfHTfTR9v62+u3Rvm8ucxabR0xEtamF6fzT2dPpdMoM+umtFwwG7fb+rM2n2uLvXUpa9ej/uKvcYepvilUW6yfN1Ekfc29NkcdKXJeI3LnK96pMCEN1bjZuW52nwme6BkWokUALbRgAgsKaiFkslpz4fk1kVEiMkd5u6FfFKJI1DrS/RY89WONSR4VMfpe0kXo1Q+Jmu3v/peCRq5F0XyQZU9zG22c6b6my4ygyaq/mUXOoIh4Ohy1217U+8mov6e1JtgUoef/6lwvJ//XlqSgaTifyQZNwqi32j+sqyl2GnHBY3+AfyxoQYHDld2XfhpM8Zg+MPGwv465IVSITOdvF/PVsAgBgAvpbK8WRhu3Bmw9ttpQwK5blrFZL/11xAKEZhud5ZQlFUwzDWK1WDEVQFAEAYWjqSne8oZfpiLCdEbYjwsYpHkMRFAEEhtCc6DDhVR5ToVmaXmQrcxnz7XoMBQhASJK0WCzKxT5dqxs1LBbzdaNClMM7vWSYqJC3LnbIhSe7hFtmFgMAeFEKxDm9KKqIZLRYjGjUSQC8ez6AImDDkgK5Djy3QlF0itu0bKrj6LXI2U6qpsw0/NBVvXeoQO6RpvO/1kfKWgUAgBWkPzXEfnC7c5zS+Wefi/ZqL/nbIz0GAv36IovblrILXTvd/MeG2HuN4W/VFgMtoe34IMkIR69FlNo7/J/LQjxYM6gDfWbt1aIEjrbRhz6+SrHXSdHTFqD+6zC171zga8sLPcQN662rveTlroS3O94V88NtHoYiU/L0lW79vHJHR5jZfbJ3+yedX68xqZ491EwfvkaVuwwF9twEiEsAHGuKjIVCa2CUy4kqZs8Xov9tf09arXBaSSyLOsNVcBjR//Nw6USqj+lE4gLxl/PNsOT9q8yMMs+cEuv5zsThK5Gp+cb5Ll02yhmCIDiGpRYgyvhPDMNUJTiGIQRG4BgAoCVIX+0mm/2JrjDTl+DjNI8hCIoiKAIYXrQb8an5xhkF5nKXodCm0wsJt9updABHEATHMSxtfZ3kiJD86bZBw+rZ9nhjZ+JiV/JoUwRHkS232XP+xrPt8c4ws7BYl2/LPGe/vNBzvDn64eVoTZnphrTJ5e6kqiRK8YEEr4g2HS/EKP6Mj5xdZLSm/ak7yvz7fp8EwHdvL7Onzfp5RfojrYZjTZF75rkL7Tqg4cbhs6lYxGnhPw91XOqiUmUucJuxArsRxxCKFXtjjNKM0RtjX36/fdVU01eXT5DjYYziL/ayB9t7rvQmu8IMNEzgKDK9wFRdaJ5eYKryGBmKhOvW7BJLUx95pj1+0ArW3zLIYX1T9MA1Ks9MPH1nuR7Pjc92Ux8ZSIxJbfeFGE6QCExL7jwCvH8hKAyYpyQJ/OehLh2ORikeAHDWFwfzzMXZOfNdL9xUfTaBociFHqq7mWsLUr1Rti/GJhgBRxEEAQiC0LzgMuum5Rsr8vCqAmux01gwsBaGQgmWE3QEerOHm350OSSIKfG0//eD9kEloIspLsp9XyMA3FZlGKqCy0IsqbAda442+ZmFabkZJgA6LIMwmZgZfbk7+d/HAziGzC+1Lq6wzS+16AkUajavfOAjWeFbtcWzis1dXbE0rRp8ucbzywO+vWf6nlhdqokUTbHIJcJJ7qX32vzxQTtepdu4ZlbenCIDk4wpd4qtPZEGH3m0JSFrGIeaSErofnx12Ti5tkdIvimQvNpLXulJ9kQhh0k9js4qNk8vME/z6G0YVaTYFMiHpQgA31xZ3B5s3n81Ob+CmllsBQB4e5K/PdJlwJH/cVe53ZizroTBb2MzF0ltQWpavkmbYNlqmbRwrDml2SlOpLhBY9vbF5JTS8npBddpUlVUSMYYEPmE5VJ38lJXstmf9MfYMCWSDI+hCKzACmKeWTez2Dy7yFyeZ7DqgRHl7DaLbJ+QAJAG3nZT3xXC8OLBy8PZt460UHcvBjn8qLYgfa2PnFdqcZmwYaqtnuk81hz9tDm+sMo18c2yuML21uk+ZdTrVI/ROSzDuQL07rLpsdNtsdNtMQJD5pVapznB0fZYMMHdX5O/YppjqGcXlFvL8wwnW2L3LmCsuWNWEASKGrTCwuMSZYkgCDTNYBiv0OnV6r5K5Yau1sMTEUVRVSHjEe1EJiyGTp0Z9jOSxLKcOipkvF3SsicydjHxyoftslZhMWBfX160qMKGQLemVPOey4zfOdP2pUVF757zv3suANvkRGvcoOv+xq0526QEE5y3J+ntIb1d8RDZf0xuINB5pZYCo7BkRmGFywBlPc/z4fCQhwhmPfbt1SUv7Wvdfrj7J/ebYhT/ywM+AMAjCy1Fjpxdn80L0smW2NjpNPdpisUIcLgpLgwbDSJI4N/3+569t6LIPmRfQ1FFKo5IYCpuiqIl0O9RwXFsnGLPXPCfaE0kaD6U4ChOxDAEkQCCIqwg5ZnxGR5iqosod5ncNoPThOsJlGJYkmJjcZLAcUhKFovcgJu6DkcxRBJYmgOonC88h3eFsCyrjC/ofzuXEiCnrJBewrKsKjiC47ijrRTJDhe60pcQTl4Lzi4yykQyOphn7xm973wCALCoCB3ed9sKgMeCXeiifF09ugFTwai9y0dx38KGuYZ3vEyCEQEAU/KIDfPN43dpgzJ6wNsZx1DwnWWmGAsae7nGHvZ0W+x0GwAALCrR13g4WDNj9EB3V/eqCvy/Q+DNT9sfmmcEOYoe4HkhNRM8C/qv4RuswDApzjcSkNJmZ/pKzA5PRJWBfqiIpIlMWEySmSeLKErJZFLu3H7FYlxd0kZEZIwRDW83JjvD/QPdY0b/7habzUD19VIgU8yFTGR5MSgw2HaeisMstkevRRYVSm4zBkYbFeJPCi0BtjXMt4X5GN0vW40EMjNfV+kiKvLwQiuOIoCiaKMY8/tjGSVL+mdaAVhdqf+omXn1g+ZAUqBY8SsLLMUWMUsOs4n9OddBDi9ns8RFX3huHjui2QvSos5IkpmYdV2SpGyizsCowvbSI+5UROIk/WlT4rpMkqzwf99v+7sV+WVO3VBhe4IgQIkgSyJRFFmufyeBIIjACwgAoTjT0Ba3GTBoZGB5Kc+Izi02zywwFDn1eoQ3YqLZSCAYYDmO5QDH8TwvoCgvSfJZhyQIAsfJ0SXgcjcXiTGGaKLIRshb2xwejIw93BQyn7qTkQ5djV/31fsvR2YW6If/oiydb3gJvdAT9lh1t84p7b6e883icv69i9Eu2risyq4kMtqc2SO7b2FKHlVTrrvQmcRRZG6ptcBpIZPxoYjUN8cOXonGKa7SLXx5oRvGZYCsL22Qowd4QeqJR0ocOleeo8JqmT8dAAB6osyhxh5SxDeuLJFXj6GiB4qLwRFfy+U+KglcJQ5dTqIH9PqUoJX0zuV53m63pziKIikBSghAVBleUBTtJjGEHXyEp5CFhSlEKIpWBa0Mwd7EJSymMR6AYDoPGIY6nQ51VMj4uaTlJJN8lhz2MfrTHSH4a4FNt3GRafqUbONWCgpAvpt6aV9rgV335OpS2QYwCg7/155rvbH+NdVmxBdXWGYUmGYUmgk+ljfmNrwDQbup5OVuEgDwwKL8L8x3Z89hNrE/3qbcpMrviovyjM0+9kc1Q4J0JJNj5ngAySZmD4wqbC894k5F5GQ7qTz1GAahJP9vH3bNLTJ+YZal0Eakn4PodDqLxZJqXKUtFvNA1gpA04xd4OZNMb99NswKYoHdMKdQX12gm1bktOgxkw5FUYSiKIpicL2RIHCY6ZtlWYpCTCYjQRCy2wbHcWazkcAJSPmdj1v8cUYC9PpFnhKPDWbcIsmcJUPU6/Wpopwzm03KqBCSTKquilCVwKgQZUlDezxEXl+Nbg4wAQaDySiHigrJEsdboiwvrpyeVdLuhWXm9y5GT7TEZMVi1BhpJn5RlHY2kJ3R/lH6zrlQIMF/eZY+I5EPL4b+dLyvv0l9yWt+5if3V9mMOBhJOn+I9hDNi9KUvBSzXKFdf/t0k9PpzPKE+sFF+f9W17avMfrtlZM5xzd4+2ykK6o4sncRC6d+Rkywnykfi7caAv1fhSF/f3spSoVH9HiVx/jtFfbZ5R6DfkzBIdMLTRVuY7kDq3LrpxY7Fct2LvZtAKADB9tzSnLs1UVx0oWOZE5IRUg+QvJylHm2y3tq7NyEAUFANjF7YORheyBTxB3P83IJJ0hHWnpGxO2Fbqqxm/rWre7ljgwNqIz2lCQJxoDI/pUoikoAlOaZNt5aVOI0lDr1QGRRkXUqTlgkgAAEQVEUPogoIiFlUpAyiqLy6+KMGKMlUeJZEaAoiqEImGRRISpbgyiBDy7Hs3z23bOBf7ijLAdnXlciKAJuHdpLQAmPBS916C52JpKMYNZjE9lWFzoTslYBcaw5Vjslw2UckgTeOZsi2uI0f9Abvm/haBb1Zj8FAFApFiPFzCLzjELTpR6yLcTMvRGurxo+O3eF+CJcW7DfQeGOWXmlTsMoiJQ5CHzMns8bby1+fFXJ8kpLvnVkCkowwR24Sp7vSDBD71/3Xohf7EqW5xkAAK993EFzYi6lSTeTw0sKmvpIbYKl429ng5ww2MgfXQqFSX4U+iXJjrLreUGyG5C75rjml1lcFsKsQyUJiJIkATCWvkcR+G/yOm/+6mD3Vf+gIerTa5HeeLYtf9YXb+xMjJGBrgjTGqDmllqzV7gXlJp4UWpoj09wW/XFMxxYhDNZdyhOSDLq8lGHlbX4SQDAFNdYg0Xvr8kHALzXGNUEjmaxGBPOdPSLDBxF7p7nvrmYJ1nhnbOBjy6FeFHafyWJIqDKY6ouMk+xI1Ncg8r7e+cDx9vpUqf+B/dUvHsu8N75wO8+7bp3es62Mg2ddA4/qjVALa6waXNMicvdyXfPB8+04VvuznOY8CQjvHsucAMsNAAQGCINbNw/Jy3v7aWu9lGUiN82w8ny4tun+0ZE4Q/Hen5y/5Cm6myuWjjUFAEA3FplheXZ3Ncwv9jwzgVwsiW6vNICRnhfw1hQ7NCljxmXOcN6YdRhNiMeo1K4KrCNTDOQv6upj7IaMLseEQRhLLddVLp0M/INV/roi52xGQOxVKNuvXGKCkmz/UijiwoZBXvplLMkwjCZjw4h8zJ7uNygOXdJy2Em+WzarinYf1g1q8iEihxFcaNuu1F07ah7N5GkDl+LvdcYJlnRacJXVug5oLvSRzX7yWt9JACAwJAqt2FGgRFDkbfOBO0G9Nu3eiSeXTfLerkrcaIlVmgwOp054DCU5NtCucw6d7UnCYln34afebx3PggA6Irx//udlu/dUVbfFB21q2zG5UMQBGWEGBzzHD+YwJvnOUkSU0t46PIJTQ1yCcdx0N8Rpv2GSTzBYLSXNFAHACChCALgvesS4AWeZVl4FJLDjk4mSWVWRJpmOI5PTenNpqX0HizZezoMtajffdrd1hfTYUiUGpmhqC/G/uW4b3WVQemNqJxN0WhU8WoOAKD0J6AY7kRL3KpHy6wCrMnzvPIR6LutImJAQJmTuNyd7A6ETQQK09Wr7mtQEblu2AXI4r4FOwBTHFhbZHBwLinT6yQmI5E1Vbq/Ng5+qd2AzrCzQ8VuZHTchhdVJBgxlORmFeiha84Yb7tYVUlc6aPfPt377YEjwxHddpFi5BufqJD0GT26qJBRsJdOOUsiwygWylcMuurk3CUth5nkAQCCMFyULcNL/kT/B091EbBcFZgrisLwROBbOI4VBEz5FSoio+MwI/FLvexHR32BJG8g0Hvn2m+tNLI0bbGY76w2M7zUHGC8PcmmIHell/L29ne5WYc0+GLT840FVuLrS5z/dqB3n5eqLk4WDLjyDcPh8EOnvimR20XUF2ZIikKRbKcHSIv9SSbZiVnvJUnKMrJmLBF3XVH+Yld/I4eT3IvvtghjMBeQDJ/+FRzHJRLKS09EGFcmSzFBEHh+sGRAaeCTyf6nYAnH8QBIsJsQBPC8yHGcJIkMg8pCkOM4kiThdaYogoiSCACCAImhmUQiARWLHF5CZjQalH6pAESNRpNORyjbWXWLh1ziCzFX/YNj6dC1UToSfXwtuazSbs80eq/rmd/Q0UFx0j3zXR63a2CoZOWZv3wasetEb0sMXzXDOerrJEZxacNji6UGP36xK4ki4JYq+23TbJFIZtfy4mJQWhD/6HIonGCmF5jvqymQz3qydNyGt110tscBCM4ssVutBjDm2y4MhsRcH3+hi/JzxtnFliyJTGRUiOotKIqoiGQdFTJi9tIpi6KYDRES4QHIYGRFUdRut6ujQnLukgZymkn+uhzKURgAgKoiu91unmwcqoi3Bqg/nei91kuhKHL7rLz7FngsBozn+bAoyETyXWBOcQIA0EOi//peK4IgeWaiK8a+fS4GQMxmxGcVmauLzGfa478/Fdl2XxXMizdszMVw4+9MZzC3qzUnSAnRMMVtzHJ6gLTYnzAbAmAiTpcRBMkysmYUYXtyxN2RcylOmiw/JpN1umBCEMRgMOTl5SlVSZ4X8pxO2XmTohlBiChLSIqiadrhcMjZrkiKomnGYrHoCBw6bzIsS5KU2WzSEYTsvBkKSTabTTeww0PRgCTxEgBmszkvLw8qFsrY1zFCdZ0EiqI4jg1/74Nc8sHFnpzwwAvS7jOhf7i9ZBTPnminAAC10x0jfXBxhW3Xid6TLbFVM8YlKbAogXfO+vdfDJKsv9JjfPiWwiqPEQCQZCVfiG4P0RgCihx6hh/SC1ICoDvCtAfpJCOIErUgSDlM1lFwAj03q/KNY/P2GcQXZtkvdFFvN/ihYqFhwvAZ8bFQeg9NsPv0SBFMcH853Xe8OQoAmJlPfL12yvDnkXFG2P5JtyiBb60sWjHNcbW9t5civL3U5e6knKuxK8K8eaxnLEm9WgOUUjnLFVoC9BS38bM0YUYatic/0hdjG9pzahPSEqZnh+4oc6otZ0HLl3uoM77Esml5Iz1GaQly1YUmj3XEbol5ZmJavsnbk4T3r+Ycf23okx19WvzU/1fX9uP7qxwm4nen4kFSBACIABy5GgknufSLiiA+bAz+ZcBhpS/O/vKA79l7KytHPvGb/SSCgAqXkaVz4/dd4tAtmmI73RY754vPL7OO3xjjBIliRUwUtOn2mVIs9Dha6sBtJr3FgE9axYLmpL+c9n/kjfCCNMVt/OrSArMQHV6rYAXpP4/4gwnuyzUemMjWYUQri2211XlQYl7uSja0BNsj4idXwjOLzEsrR+ksOfY03kNJijUznZ+rGUWyojOT3PnPQ51jcarT4wjDS0DD0OiNCwqrkzzpxF8f6Mjt/SUnWuMjVSw+uhwCAKycNsp0FCunO671kUeuRpaX5LjRRFE6cCmkLGF48ZA3XOE2Qq1CxsWuZN80nSdTDKmKgiiBjy+HK2tHpliIEmgL0CUOg55A2dw5kd9f42loi73d4J83norF+97kpy0pBwQLi2/KW9D+eLzftgdtjTpd/15o/eKCz6NiUeLUf3elU3V+NnkgiNJBb/ivDSGSFV0W4sFF+Uur7AgAXV3R4Wfa744FOsLsrdMcX1qQYUIX2fVFdn21nSksKvIFqbYgPboze1GUTrSMk2JBgc8TwknuV0ci/+vLTtUw/O+j3a2BbJtCj6NFNqxV4Uh79zz3TAf3mxOJOD2yLRHyubFqXO0lf3Ms+r/LC0y6wX2FBMD2Tzq7oxORvxW6VQ4qNIr74mlOPHwlbDOgM1yIso4gCMpfRVEYishMD2Yg0EPe0EK3NZlMqvzfVURGFBXC8FJ6yHqM4jN6tsaZzK64kbR46SjJjbT1rnaGGF4sdeDxeELZenKF6354xtazGMDCMlODj6z3+qdYudG13nXjEtKdlNUxIBmiQjI8MrrghhxGhey/GMrYQXfNtI0mKoRhUvxpoYFXmXuVYdhoNKoK8Uj1pxVzQmQot76bl0NvL/PX87FAktfjyLpZltumWghMjITD1+XwrXPRi93UVBfxpVkGuTAjh9FI2IaBefkgFo2MgsPLvcxIV6ws4TKh4XA4+zZUxYNNWPCIJIGxx+xJAPz2SFeIFA55I/csGLxJ7lg7c/TaCEy7X72lIF/PvHwwDNXEh5YW3DXH1dXV/d3by/61ru06V4oIglIoQ+dNhmXlGBCWZaE/sjBQAp03aZqRo0I4jhUEnmUZKGcRBGFZDmYjhVcCDbSYAEsAkFAESJKEDLQeTTMwXCOHPRiLxROJpLKPSJKCfiGsIP3maIzipLePt69WXBl64GryTHvuD/jETF2gyu0GGYMlR1viDC+trjIQOKYa+am/SkMRMaBg5VTr/svRhi729lnW4YlkbPNhrkRwmjBVggqnjrciaj0YQ4CdEDISKbVjbeHUcFNT/z0D2V+J0BZkwZhTY2XE3bMdZzvIdy9EvrPcPOoeHz4uIV1aSGB4TSODFwmUQqMIbhiPqBC15Y+mxFFEhRAEbjYrGx0BqS5pLMsajSalS1oySSof4XkBuq2NmUhmVffm5dBsQoNkCAHg8WW2GSV5WXK4/1LkaAtZZCM2LnPZUjxAR88hjmMGg1E1GQwG49mucXGQnFts2rSyAEORZJJUvlcQhKHS+qrC7YbKqz0eqkU2MXtg2LC9Ez7mYhcJAPigMTTbxRMoQvPS/qvUCd8IvqLaQ0y10BzH3VKmO9bOfHmOeY6T7erqZlnWpIveN9v01oX+xVXghfS5zbJsLBZXKWqRSET2yIAxopFIVErdrEhSXLV94XlBFhNQQeF5XimbWJaVJAlGhSAIEEURIAgCJJpmYvE4zDOXw6gQm81qsw2e9IXDYbPZDL1b/vtod4gUAQDHfez6ZVP0BBpKcn+o7znrG5eoIjRTZmkcx5WSBK49ZrOJ5sSPrvjMemxZhdloNCpNqtFoVOX2S9N0RiIAgHsX6g9fix9qptfO05uNumGIZPQ7HuZKhEdXmH71UYesLZXmGe5ZXKbH0fo26nz3YAPeu8DttiMZiTy60vZv77UxfL9CU2jX339LOTQdZX+VSVecAwDMLndYrf26hdLznaYps9msbL14PK6KWVDla5eJWK1g2VTy6LXI5YC4uuA6RDKyd13HfAxTe76jqRpAhqgQJENUSEcCEyTFHWlJUF5+/dCBnEaFdGcc8w6HIxkNjTgqZNQuaYpf+ZwQGWrJuXk5nFeue2ip8KfjPW9fSP6/5fnKALmhODzVGvtLQ8Bhwp+ozbcYsVxxiGGY0WhQDiYAAILrzncmcy58F5Zbn1xTiqP9Wy7Veykq80ZWFbPnJ0MATETuPARBsonZA0OH7XVHmfevNMPCBCs2xQ1WA/7H4z2xkSRLsBqwJ++oshowv9//lWWFS6az80r7pQMM2ysuBhTorbsQBABgaaoPgiAmk8mt+BBRkqKhgNOlOEeThHAolFIichRFGc221BLaaFaeSYsMSepNZqXLaDAUstvtOIYNjK6IJAmSBKxWS1FBHqzX09s33n131hc/5O23hyUZ4cClEIYie8/45XUu5zASI0hYXHchmGSE9YvzDcSYHD0sBuzOOXnvnA389Uzg0RXFOfycBWXWZ+6ueOtkJydhc0osd81x6XEUAPDgXPO8Ka4TLVEcRdbMyptXbIR2RwmA1gAVo3iXXrQbMQBApdv4oy9X/e2M3x8l55Ta7pzjMepGnNO52U8ZdWihXT8eXXbfQs/x5uifz8b6KOy+hfkWwyT1w9tZ36t00Z2ZT9wyC9yM+EzdFTJpcefsPF+IPnotsrO+99urS4evfK2X/M0nnQYC3XxnuZ3gx5s3khXMeixC5vJFSyusj68uQz83B/y8KP3nwU5lou4/negVR+7vsnFlsXVA5Bl1qKxVKPHg4oLuKHvOFx/KIKl8K8sJ57toSyIO9QEEAJblkknamYzL4aYMw3IcazIDOdyUYViO4wwGAccxGG7KcTzDMHoDN6vYBoXy4E2hGJbOgyBKMNxUksbX4TRG8b890qUs+cvpvskzMPxx9v0LAYcJv31mXiwy1nDue+a566+FD3ojNVPss4rNuWKyLUi/frADrmfdUabCbYQD71qA+0tjlGJFAEBfnHWuLjYDkKCFV/e3Q98pFAF3zrR/ZZmlL8b+cr8P+rJ0x8JlLtPC8pF5StKc1BNlZhdbxklmuC3E46tKdh3v/uhy+NNr0S/Mdd01x2UgUKBBUyxuanxjRZEvkDjeEpviDt41xzVUtUBSeO2oT5TA368pLc0zKB2Lxgl5ZmLbfVWvftgu37Qy1g1Qsf6bK4tyolVY9Nht06xKGw9FUXq9QWlUTCaSZotZYT2WGIY2GgdPXgbcm4cjIjKjdzKlOPEPhzp9oZTWG4VWsWqGc0EWjusoAr69quRn77Rc3wwDAMVJO05EQ1QYHkxI8Lo1BBXEMPx4WIIgiCT23yOlKJGgViH/V5Kkn3x56vwyyySJTumNsb892pegJ2mMnyiBN450cYL0lSUF+lysYTocfWih9fWj0dcOdjxzT0WxIwebe16UfnXAJ++SKVZ87eOO5zdMAwDsOpeUdeVggvv1x11bVjt+X98te2SLEnj/UnR6se2t032yhyzFia8d7Hhu/bQ88whuSvJFOABApWccQ9OXVNhKjcyFAPLehdDeM/4Dl0JfnO+eYdcirTTF4qZuaAx5bIn9V0eifz7ZW+LUZ0zYkqCF3x6PJhnhmyuLc35z6TCwG/Fn7qn4r8NdJ1vHGu6/crrj7ulErmwVdiP2wALndRPwFRcXDgrKLK6ez0hkdBxe6KJ2N4RiY17b3Bb8oaXZBnQZCPS7a4ovdWboLCTVuQvFUAOOmPVYWo+M2BQsShIAAMdRqLIgCDLUVbQIgqADJ8w5vJKs30AywMzBq4n3Lyf4G3HTScaPomnar7i/mOX4vY3ktV5mbpG+0sr6/X6apoPBkColq/IRUZRYllGWcBwPAFC61HkMwpfnmP9yPvHzd1u+sdRW5iDSiWRMSj1U4EBzgFalx2B48XRLWJKA0gIHAAglufYgk34d2sHLwc5wihcRL0gnmkKrpttB1un8WwI0AMCtZ+G3pH94TlqPY+l5bv2s1Y5PW6hPmshdJ3pteuSOamFRqQESHqr1hgn56X+7kEVUiHi9qBBRSr9PJCdBK6O4kUMFkqQgEYrKLOtEUaIoSh0VMozP8ACvLM8HlP2a7u7LcdzYiQzlM/wZ4BAX2a8uML1xPP7rj3zfWWF3mTElcU6Qth+LhUhhzTTjNBsDy3PL4fD3Bdw7AzMA3eHW0fu7LSnT31mJ0BTV28sphW+W9wVkM4FHHXU2UiJD2fDl5a07yrxzNjh2VQwaIR5d4iKwwRgK+BalCFYuqwAApwlbXG5K541h2OiA8yYCQJIRSuyYg5UUvYEgSIrUQwAiDVol+h+UpaFSMgIJ8HQyHoeBKRLDMLFYHPpYQOdNpN95k45EYxjSnwc2V8t5IpGkaVqSgNfPHrhKdcfG/ZRwSMtBJq1Mpxt0oEswwu8PdzZ2M+V5hk2rSqHJPRgM2u02pTrLspzKgS4ajSpLYBSMRWGQCwaDt8+xG03mPxzvff1o9O65eQvcmIqI8hoBxQjPfOEAzWRw9GY5PuPw53gxfV7wmXxZaJYf6l6FjGpZV1wEAMyd4oZZiDJ+eE5aDxJ50A3WLRDebwwfuBT+y7n4kRbmvoWuRVOswhCtN8kxHjdypOsusIIgDOW6JPE8L3dufz8N4zM8zCZP5e47up1ilqmUPxsc1hQ7edzyxuGuP56l/ueXKgV/LyQuSuDXH/k6onxNqeFrtZXI+HB43fsC7iH8M0rx3x3tUW1WssHqauejK4qQIY0KRdlwOEzMnrLC6GL2RkRkqDhJmmbONXV/0kxd6GbT26jUgQNJ6ogKQykQt083hZJCQ2fKDq+20uAkUjZbDMNed3+WUX1U6h8IAAQqfXG2xWKxKrdxFEXZbMoSjuU4k9EoCwWOYzmO1xv02IDuxfM8y3F6nc5pwkQRnvPIXhYISI1tE0UJKhkgpz4WBpP5fK/44cVgX+wGi/50Ow0nSBd6uFKJiZL81V7yWHOU5sQqt/4f7pwi+wnClOTD5yBXpS3HMAwAkJbIHF8zy5VvN7zxSec754IHCGRpJTqj0JRnIVAESVBspRPNpPdkjmuYb5EsJ0PK4yQMRRZPdYuS9JezYeUe22LAKj2GOSXgfEfK+Wxttasn3qty0lo81WW3G0B2VyJIAHRE+AKbzm7WD//hOWk9WGLD8a8sLZznFk72oIevRn7zSfcHjeEvL3RlbD2CIJRysu5i9P1LKU7lt5QbhzdrIQAgqWZDJC0qBEGhwVFQEslJ0Aq8TWL74Z6egbnDcxxO9OuUT64udVtR1X0XKths1mSUs1qtCWnI2AWr1aqOCtEwYVgxzeEL0R9eDP3mUOcDM/vb/0/He860x2cUmB6cZ76xLo9LKqwFdsO/H/CNKJxh3VzX+iUFY+d8qJg9hdElOZaYveyJDKX6fNImHGzK7Di5sNz67VUlzR19v/gknK6Z2Yz4k6tLZxSaeJ4/29z37mUaumVUuI33LfSgSA7URwRBDAa902FXrvGIyLk9ihKBC4cEl6JE4Bmaos3WlBKKYixW66DxQhLIJGmymAFICYVXRoWgaJ8k8ZIETCZjntOBKqyyY0dLgPq/73eT7CS9FLfZT/2xIQZAv/nKaSbumWO/tcpqHbfog9nF5n9ZP+3Di8EDjcFDV8KHrvTHxeAo8sL9I0jPSWDIt1eV/PqjDpgmC0ORx1YUuSwEAOBLs03vXKKgecpAoI/XFhEY89iKopffb5c9Km6tsiytsjtMxL8faIdunggAX1laUOo0ZM9DOMkxvDSuDhZDwapHv76i6K45rr+e8Z9ojr56oHNxuenv11rBZxE9MbYjxRVMGFCLReW8zgk0xeIG4CtLCzvCzFlf3E4YHisBHzYGD1wKFTn0f7+mmE5Ebzh7lR7j1i9VvnM2wItSPEHiOj0AgGJFCUgcL9Isj+E4xQpwo8by4q1Vlg1LCj4nfdeXyGCNKLLrv7jAvbTSjiLAZcYeqHHvOulXVpheYPr7NaU2Y/90K3cS2+4rPugN7TsXeHxVCYrkbAuuOqQVRBGqOIMxIJzIppUwvGiUpMGoEE5keZHlhMFLyDiB4UWcE3QEKl9CNkxUiChKSE6jQpKMMHm0CixNg3ZZiPvmWFCd0azHy/L0VR6T8o7ZcYKBQL+0wFPj5nm9oyVAxyheAsCqR4Sh24kTpCNXI21ByoRJyyrN8Da92cWWb68qee9sL4phK6Y5Vw5ck7aoRF9W4Dp8LUJgyJ2zXeVOIhxmnGZiyxfK957xh5J8lQtfPd2GADCj0PTsFyv3nvFHEvTiSscds13y6053Mkc6e/NtuuVV9qE8WPPMxI/Xua2OvBvVofk23bdXldw9z/WXk73TPHqgQVMsbkagCPj7NaUv/K3lUDON6roPesN2I/4/7io3Egg9OTjMMxPwSrP0U4yMx0mfHxhwJFWlIO6ott82K19p+Lx9pnN2ie1Yc/R4czSU5G6tMGxcNSUtPQ64fWbeqhlODEXicVabFNfdWE8eZnS4eoF0W4jlFSnnjBMGBAFT3Eb5qr9hjG0ML760r1UO/jp0Lf6Du/VT3MYDl0JvHuu/IeJKL9URph++pRAAcLCZ/uhavyGkoS3+dysLq2zAF6L/ra4NXvp4sQtc6aW33G32heiX32+DFoumQN+lbvIf1pZRnPjzfa1dEQYAEgBQdz7w7L2VQ0WKEBhiNdzgxajUafju7SVDtZ4GTbG4CWDWY/9wR9kLe5s/vhzWE+jTd5XnmYkcerppGD85DjeLc0ssy6baKx0IkulKjhKnfv3i/AcX5wfiLBcPokPEyWC5zvWhjgpBUdkOMXyJMlFgfwmKytXSSyY4KgSbTElRMpphhveMBtCXhb2OUzPP82MnktEzmmHYd093KkPKGV783ZGOv1ue9+cTKZk/9l8Mzc1HMRT56BqlMH1J/320Z0ut9Y/nosqrpK/00e+f6TreRlIKe9L5jsT+813dMb4rMngQFkhwb37q+8pCW8YxM5lbr9lPHfPGdc2D2j/Nqj1eRWm8okLePtkln6tKklhsJ1bOUp/UcBxXf8UfTPYvHzzHAQBwIg4AqM43FNgI6K4uDmHLSibJJIapfN5VSCSSPMclk8lkcsiokGQyKfOvRYXcMA4xAL48S7+nkX54gUXPRXt7o+PN4SSXfSAtZm+cos6yIZIx6gwAMDsfv6WqYJrHAJc6uL8ZJrLLhILQ9SK7RhcelvHeI4qig6GQoprIMMxgiSTxgrqE4wWe5wVBGFA4JJbjeV7gOA5DEYAgQJIEUeQ4nmXZ/pL+dzGCIGIoTHsxGBWSTCYDgf4EWbnysdfjkz2X0XU9o7Nxah6dd3k2ntEEgXfF1fZQX5gL0lh6yG53Ekm/yoLhpZ4kaA2pO7QlxHdF1QutLyp1RtTbpNYwbzSaMl44MJlbr8VPfdxEAzDYerdWTpw7yH5vTHlL3OJy08pMuTiPtyYudGXo90eWuApsxMRPBy0q5EZyOFfonj+9RM5iO94cTnLZB9JSeqcHjAUCAYfDkRp11qPKxh2JRMZOZCivw6ku3GIhJFGAQXY5iewaHZF0YwCCIDiOKZODwWvtzGaz8hIynuctZrN8CRnDMAyDGI0m+RIylKFZljMaDTiOy5eQAcAYDHqCIBSXkPGwBAAJQ5D+MFYJEARhNJng2YUyh8HYDUWTBAR282VsRFHUYlAvMCY95rRmUPGdZj2bKS7MrMf0OKrKlW4z6nCUVGknZgNu1KkVC6MO0+mIoS4cuImAYWpLf/rFH7mKClGNfDTTTCAIAsczGxIMBr3VaoE3raBY5tyvZrPJbMYz3rQiw2IxJwXGbDabh7zRAjGbzVpUyGTBOOXGv2kPGkYcKap6RGm0HwuRoTjMMrJLqbWkR9ypIrtGRySjcobjuEmhWPCCgGEJg16fIr5QSq8ogT6YJpMBGTgekSRJkoDBYCBw+S4hTBRFg8GgGzDkSECiKFJZQnEiyUm8IAIUNxoM8JqYKBbLycAwEpPocgcCvymT1a+udn56LaK0td8+M68sz1DpMbb4B8dSnpmYV2rhRclIIBQ3WLvYoS+24bdOd3x0KaRU+FbOcEiIdPhKRLH4gRXTHBUR5kpPSsKl2gG3UA2feWiKhQYNnymkZLWSUgqRtGqIsiYyWCJJ/c8OFEuqB5XrE/zx8VWlPX0hq81a6TGjKKKlSp5sqHAbv3t72ZvHekJJjsCQ2qnWLy30IAD8w9qy3x7putCRkACYmm/65soiHY7qAPj6IsvbFxl/nAUATHEZvn1bEcIlvrKkgOVFqKCYdej9C5xVHmOpU8/y0onmqASAxYA9tqKoPM9QnmcIJ7m9DX5OlHAUWTfPdfusPEFzI9MUCw0aNGjIEvNLLW4skZ9vw7HcWxdGcVvmBAPeUC//Cn2PVAdeKu9s1fEWvLp67ESGCfFdWG5dUG5N0ILAkBjab5u3GfGn7yzv7O6z2u0206Apq9SOP7e+rCfG4Cjisep4ng+HAYEh31xZ/NDSgjgt6CUGetLocPTbq0oeXV7Y1uWfWuKSjVh3z3PPcrJ6q9tpwoe/LUWVWBZ+Qnrm2WFy0YqimBMi2kTOpWIxVCZ55RCnaQbDUoa4qkJOiAzVtRqHnwcONYwdSrOEfEKLXK9EeZgrlwBFDIiqBKSXAIACgCLj4g6hx9GvL7Ypz7Y5jsMwTD60EiQpQTI6XYrbMsuyyhJJFEVJVBKhWU4EqPKAnOVYHZFKJLVElISpbvXxJYIgOp1emTweNoOyRKfTcxyvVAJMJqOygiSBHBHJ4LtN00xfn1+pf4AB1+P+7+JZMhahEykexH6/HwNAAqCPAqIochwnE0EAINOIWDA+FAylHDKKAspEB/JpAVEU9foMrafXG5QiAn64skSvN3AcBx2x+99lMad68Eg5IZLeek4zUZlHoAp12WFAqlw6RPGZLjM61aNXTj6PBZ3qGaygwxCHASjdsfOMqEpjzjcjdiPiNA3WKbAiKIYzvKwpSvlWPL31MAyb6tbpMOtAIwsA9L/LoQc0TWMYxrLs3CJjsb1f5+M5Dh/Q/3DAs6yIYRhN07dUZiACAOA5FhLBgSjXURKx6FGWZbGBVkLg3UIkSSrnG4yEUXqXCAKPYZiy4XieT82oKgmCMHYiKIoRBA7SLiyY/BwmEgklcVXHjI7D0RHBMAxOj5uOw1AorJzY0M9L+TqWZQkCV3YZyzI6ndJjQOQ4fuxEcJwwGg0qDiVJ6uzsHOnVqYlE0jLm+1fTieB4/yURciVBFLu6ukymlKyjJElZrRZ5FwvVPovFDEsQBOE4jud5OU4HlnAcr9fr+uNLEcDzIsdxBEFgA36LkgRomtLr9fIqgiBIPJ4wm01K1SKZJMvLSseoVUzaUxVEY09jT2MvI3uiJE3mhpv8Xatx+LniUJo08yXd9iABIEeNKo29Iy2RdY4x0oElYz8Z0YS7xt6Ntfxp0BQLjUONw88phxo0aNAwGYAiMMQWgL/s2fOXPXvkXzOWDPNv6ZIlWdbM8p9Sbk7Of2PnMOeNlhMOx5urz0YvX/F6f7Rt29gnTg45zIht27Z5vV6v17tt2zZN3k0MxtLae/bs2bNnz3hzCEfFpOKNoqht27Z973vf8/l8k+R7h/nwiemmiRly46JYaFJg4rFkyRKtEXKCGzi9q6urn3/++ZuloW4ubj/PWL9+/fr162/gUjG6NXjs3La3t0ej0VdffbWsrOwm6qZJJZQmD7B/+qd/gj9dunQJ9u65c+cqKioIgoAls2bNAgA0NDQcPXo0GAyWl5fDtsvPz3/vvffkktdee+3JJ58EANTV1en1ervdnnNeDx8+fPLkyfz8fJPJFAwGT58+DV99+PBhmPPr9OnT7e3tFEWdOnWqpKSEIAiKog4cODBt2jT4Q1NTEywfP7WRoqj6+nrli4LB4CeffHLu3DnI+Z49ez755BO32z1r1qzXXnttw4YNymYcbxw+fJiiqEOHDqEo6na7lQ0rl8CuPHz4MIIgsB/37NlTUVHB8zxsQ71ef/78eciw1+s9dOiQzD98StUCo+Nw1qxZ6b0WDAbl5vJ6ve+99153d3dpaan8LROgyqAoevnyZbPZDEfgUBNHWSJz3t7eDr8FDuD0vsgJgsGgz+eDNA8cOLBgwQIEQSC3Xq83GAxevnxZnkqqVp3kAsvn8+3fv19uRuVoUYmI9MoTM79OnjyJIMi1a9fuuOMOeYLALs7Y6aqBATsIQZC9e/eeP3++oKCgvb1dNRNH/S1yR1+7dm3BggVutxtOMVk6HT58+MMPP+R5vqqq6vTp02azWTkwlCuCUmgEg0GZ29ENIUjhypUrBQUFcGZBSQ6JK3mQZYJer+/p6XG73RllmkouwVkA50VRUZEsqbJcp+CHB4NBeXTBboKvUzaFSiipOlc5HqAM8fl8Pp/v3LlzTqfTZDKp1lmlOJ02bZpqeKsa8OzZs3l5eUePHrVYLPC7KIo6duyYspuUDTtxFovdu3fn5+cDAJ555hmVMP3zn/88Z86cN998s66uDgDwwgsvvPPOO7Dk8OHDypqHDh0aD5Vz27Ztzc3NlZWVmzdvDgaDgUBg37598E/79u0LBAKBQGDLli0AALfb3dTUdOrUKQDAqVOnmpqaKIr69re/DSurPi23aGxsfPLJJ/Pz85PJJHwRRVGPPfaY2Ww2m82PPfYYAGDOnDnyfwEAGZtx/LBly5b9+/dXVlb+4he/aGhoAAC8+OKL586dU5ZA9PX17d27F0rn3bt3G43G5557rqmpKT8//9e//jVs/Lq6ul/84hdz5sw5cuTIjh07YF/8+te/rqioaGpqeuONN0bB4b59+3bs2DFnzpz0XvN6vZs3b66srDx37tyOHTvcbndJSUlJScmEaRVw5B87dmzKlCnKEZg+cVQlPp/vscceq6yslAdGIBB4/vnnW1tbKysrt2zZEgwGc8VhQ0PDwYMH9+/frxxRMreNjY3//M//DAfk5s2blbzBVp3MWoXX6/3hD39YWVnZ1NT0yiuvKEeLciRDEZFeeQKUzn379sHpAEvkCQInV3qnB4NBOKTlgdHY2NjY2GgymaZOnep0OqdMmZI+E0fHHpRFcFiePn0alsAplp+fDxttypQpTqdz6tSpJpNp3759P/nJT5SzW4ZKaCi5HR1vSgpKSZ4+OGUp9OKLLzY2NmaUaelyScZLL70Ef3j++efTl+dhsHv3buWsgd0EANixY4eyKZRCKX3We73eLVu2VFZWNjY2Pv/884FAoLGx8aWXXpL3nKp1dt++fb///e8rKir27t37ve99L5lMygyk4/Tp0319ffn5+T/84Q+hPHnuuefgorllyxafz6ds2PGeCymKxYYNG2pqamRDnFy+dOnSH/3oR9XV1WvXrj106BAs3LhxIyzp6+uTtfXdu3f/6Ec/Go9tSmtr68aNG2tqan784x8HAoGM1datW1dbW+tyuVasWAHn9pEjR+64445Dhw45nc6KioqKiopwODweZ3gynnjiCVUbvvbaa7W1tevWrfP7/V6vt7q6GpqmVc3Y3Nw8MdL5qaeeqqmpefzxx//85z8Hg8Fz584pS+Rqq1evhuLso48+WrduHUVRdXV1sObixYthnR07dvz0pz+trq7evHmzLLvhF91xxx2dnZ2j4xBSSO+1t95667vf/W5NTc1TTz1lsVhcLldhYWFhYaHymo8JwMaNG1Wqc/rEUZXs3bt327ZtqjqLFi1at25dTU3NokWLhhrSo4Db7d69e/fevXvNZnPGCpC3devWQTZ+//vf33fffSaTacWKFX/4wx8ms2LhdrtfeeWVmpqaO+64Y9euXcrR4vP5du3adccdd5hMpvnz5588eTJj5XHF7t27v/Od71RXVz/wwAOw5OWXX77vvvsAAGvXrn3//ffTO50kSfhd69evf/rpp2VSRqOxoqLCbreXlZWpZuKo2Tt16tSaNWtqa2tra2sXLVoES1auXAnF5rp16w4ePFhWVma32ysqKqD68vTTT6tmN9wcq4SGktvR8aaiIEty1eCEe2746rVr12aUaUPJJVnq+ny+hoaGqVOnjkhuKGeNMnVHd3d3YWHhzJkzf/rTn5aXlyuFUvqsP3bsmLxAyLceQspGozHjOvvAAw9UV1c//vjjdrt93bp1kIGM+xA4tOSuhFMDLpqLFi06ceKEsmHHey5kzrypMhC1tbW9+OKLa9euhWaAofDmm2/Onz9/1Ar1MCBJsqKiQjk4hj8FrKmpeemll+AEePbZZxsbG+12O1QwN2zYMCJFddSQ2/DXv/51SUlJYWHhdXdjEymjYSMEAgG5YVXN4nK5Fi1a1NDQUFdX98orr7S3t6cLNa/XC8foeHR6MplU9VosFpPvPxvqgPPGIt2yCks6OzuhYTxjnZz37Pz5861Wa5b7klgsZrVaYTs/8cQTk1mxIEnyxRdfvOWWWxKJRPqfqqur4VdMnz69oqJimMrjZ1BRrax+vz+ZTEKuVq5cmf5IWVnZj3/849///vfnzp2DGlJ6HdVMHDV7fX1906dPV5XIcslisQyz6it/HUZo5ByqwRkIBKBKNIxMG14ubdiw4aOPPkokEo888siouWpvb5d/3rx58759+5555hm73f79739fWS191nu93o0bNw5Fdph1VtXOgUBgGOVA7spjx47t2LFj8eLFra2t8m5wYpCiWMgzMBqNquzndXV18EuG0S1effXV733ve3V1dWNRq4faqcCzSaPRCM1N6UymWy/+7d/+DXICrX8TsxTJbdja2grNiSUlJU899RS0ok8G6Qyb0e/322w2ZcPCEmXNe+65589//rPT6XS5XCaTqa6u7kc/+pFyrlZXV0MbTDAYVF55mhOk91pJSUljY2N1dTU8Us35MBt7p8tjUlUicy4PDLhVHQ+4XK5nn302+/pQ652cipoKv/71rx955JHa2lqv17t9+3aViAiFQvfcc488Prdt2zZU5XECNJwodYvq6uo5c+bI6kL65sHr9ZIk+eyzz1IUddtttw01pJUzcSwTSj6jkUv27dsHu76np2fq1Knp6ho0UShn9/BCI7dQDU5osRhepg0vl1avXv2Tn/ykqanpW9/6Vk443Ldv3z333LN+/fodO3YcPHgwo7ySZ311dfWxY8cyqo/Zr7NDQSl8LBaL1+utq6vbuXPn6KjlUrHwer07duzo7u622+2y+g8X6f/8z/+0Wq0XL14cfr/105/+dPPmzbNnz86tm4XL5fra17723HPPVVdXHz9+/Oc//zkUH7/85S+H0jDuvffeV155BaqQtbW1+/bt++Uvfwmbe1zd4+HZmNfrraioKCsrI0ny9ddfLywsPHDggDyePB7Pjh07hlFdxxWvvPJKUVHRH/7wh5dfftnlcm3ZsuWZZ5655ZZb6urqfvaznylrLl68+Pnnn4fHckajcfPmzbAL6urq4Jblxz/+8T//8z9v2LBh9+7dOfdgT++1hx9+ePPmzYlE4vjx43DDYTab9+7dq5TdNwTpE0dVUl5e/u1vfzuRSHi93pUrV5aVlU2wgWoYPPzwwz/5yU8SiQSURzdqWGaDxYsXv/nmm83Nzemt53K5nnjiieeee27x4sUHDhz46U9/OkzlccJ3v/vdH/7whxs2bLh69Sos+cEPfvCLX/xi7dq1V69eXblyZbry7Xa7N2/evG7duu7u7oceeki1ST19+vThw4dra2uVM3GMraeUmbW1tUeOHHnxxRehbIdrrc1me+utt6DvxW9+85u1a9fu3r1bacrKKDSU3I7r4Lzvvvu2bdsGpdCGDRvSZdrwcsnlctnt9jVr1uTQyPrMM8+sXbu2rq7uxz/+sVIofetb31LN+nvvvRd6SHR3d2fcDGe5zg4FKC3/8Ic/wLCUUCi0Y8cOr9c7/CZ8XCANAB74tbe3X758WS4JBALw58uXL7e3t8MK8FdVHbmkvb1dfiq3CAQC8ltkriADJEnKvCn/qvxV+WnjhN27d+/evVv1Isg2ZI8kSUmSSJKEFZTNqGJ+nLB48WL4dmUfyRymt9ujjz4ql8M2bG9v3717929/+1tYoqKm/MbRfZFMYaheUzE/fuMtI2Rm5A/MOHFUJcpJpHo8/ZNzC0hcya1yUmfkbTJDblX4X1XTqUayqvIEQJZRyo6WR+xQna5sfGUHKcWCaiaOZQDLMnOYKUaS5NatWy9fvjwMb8qmHrsQkxsnoyRXlshSaPfu3UPJtKHkkiRJ//7v/3769OmRdqty1pAkOXxTKIWSinnIGEmSkG0lnfR1NqM4Vb1LJgtJKf8qN4Lc4xM2xxFJ0u43zhmgnjiZrcpLliw5efJkNjWDweDBgwd7enrgOQ4AoKGhAbol/+Y3v3n88cdramq0HtegYbyRPhMnBtu2bRvK7WNSCdvsZRpFUZcvX37ppZfgAcENwY4dO5YtW9bY2HjgwIFXX331szpoB/NYaBg7UBTNz8+fyOjHkQLmz8imps/nI0nygQcekIPmdTpdW1tbX1/fl770pblz52rdrUHDBCB9Jk4M9Hr9lClTJsbVfSzCNnuZFovFzpw5893vfvcGfpQoileuXDGbzU888cQEd+hEQrNYaNCgQYMGDRpyp/ZpTaBBgwYNGjRo0BQLDRo0aNCgQYOmWGjQoEGDBg0aNMVCgwYNGjRo0KBBUyw0aNCgQYMGDZpioUGDBg0aNGjQFAsNGjRo0KBBg6ZYaNCgQYMGDRo0aIqFBg0aNGjQoEFTLDRo0KBBgwYNmmKhQYMGDRo0aNCgKRYaNGjQoEGDBk2x0KBBgwYNGjRoioUGDRo0aNCgQVMsNGjQoEGDBg0aNMVCgwYNGjRo0KApFho0aNCgQYMGTbHQoEGDBg0aNGjQFAsNGjRo0KBBg6ZYaNCgQYMGDRo0xUKDBg0aNGjQoCkWGjRo0KBBgwYNmmKhQYMGDRo0aNAUCw0aNGjQoEGDplhMTixZsmTJkiVer3fslffs2bNkyZJt27ZpQ0SDBg0aNGjIHjgAYNu2bXV1dUPVWLdu3fPPP6+1lAYNGjRo0KAhK8Wiurpa/v306dN+v7+6urqiogKWKP86yXHy5EmtRzVo0KBBg4YbrFhs3LhR/h1aLzZs2LB+/XqtdTRo0KBBgwYNI1YshgdFUfv27QMA3HPPPUajEQDg8/lOnDixdOnSsrIyAEAwGDx48CAAQNZFgsHgyZMnk8kkACA/P7+2tjYj5bq6umQyOWfOHNkoAikrSR0+fLivrw8AYDablyxZ4nK5YLnX621sbJwzZ47b7T548CAksmfPHgDA6tWr5WoybwCAysrKmpqadDbkVyg5yQiZPdVbYCsdOnRI/uTFixfDttKgQYMGDRo0xSIFRqNx9+7dXq9XXnf37t27ffv2TZs2PfXUUwCA9vb2F154obq6GmoDDQ0NW7du9fv9MoXly5f//Oc/T19om5qaIB15Of/oo49eeeWVTZs2waX6mWeeqa+vl+t7PJ7XXnsNajONjY0vvPDCpk2b9u7d6/f7t27dWl1d/cILL0D9AC75hw8f3rJli/KNMs8ytmzZomT15ZdfHkoN2rNnD6QP8cILL8iVfT7fk08+mc0na9CgQYMGDZ9tZBUVsnLlSriWw1/37t0LADhy5Aj8taWlBQCwbt06qA1ArWLTpk07d+58/fXXly9fXl9f/8Ybb6STve+++2Rqsg0DALBixQoAwBtvvFFfX798+fKdO3fu3Llz3bp1fr//hz/8oZLC9u3b16xZs3Xr1qVLl6qIB4NBqFU8//zzO3fufPnll2H9w4cPK6tNnToV0ofazPPPP09RVDqrXq8XahUvv/zyzp07oTerXPnFF1+UP3nnzp3DfLIGDRo0aNDwebdYwJV++/btp06dWr9+vc/ng1tzr9fr8/nKyspOnToFAJg3bx4A4NChQ36/f/ny5bJh4Omnn66vr9++ffvDDz+sPDsAAJSVlVVXV3u93oaGhpqaGp/P5/V6PR4PPLCYP3/+1q1bZTPJxo0b6+rqVNGhy5cvf/bZZ4die+vWrbLGU11dvW7durq6OnjqIePpp5+G9Kurq6Hx49SpU+lGi7feegsAsHnzZvin6urqHTt2eL3e9vb26urqpqYm2EqQ1LPPPnvixIn8/HxteGnQoEGDBs1ikQEzZ84EAJw+fRoA8NFHH8lrNvwZlkNt4NChQwCAtWvXys/KxxyBQCCd8oYNGwAAR48eBQBA9wVoxgAA1NbWwrOVw4cP79mzZ//+/emP2+32oXh2uVzr169fvXq11+vds2fPnj17Wltbh//MRYsWAQBUmgfErl27AADd3d17BgDLoRXna1/7GgDgpZde2rNnj9frdbvd69evH+pIRYMGDRo0aPi8WyyMRiM07weDwePHj0N3itdff/348eO333673++HVoGhAE0FGf+0evXqF1544ciRI0899dSBAweUikW6r8aIQFHUK6+8AhWCLLF48eJh8nnI6kU6Nm7cWFVV9atf/Up2wti0adO3vvUtzcdCgwYNGjRoikVmrF27tr6+/uDBg/X19Zs3b4YawPbt26GZYdWqVbCazWYDACQSCeWzw6zWLpcLqiwNDQ319fXV1dXQN1P21di6dSu0W3i93q9//evZf9i+fft27dpVXV39yiuvwCOY4fOAAQCuXr06PM3XX389Y1wJtK/U1tYGg8FLly69+eab27dvBwCoHEU1aNCgQYOGzzyyTekNvSNff/11AMCyZcvAgIslLJk9ezastnDhQpUmIXtFlJeXZ6T8yCOPAABeeuklMHAyAgBob2+Htgo57pQkyRF9GPT82LBhg+zYEY1Gh3/k3LlzAACz2Zz+p4ceeggMHNmo4PP5tm3bBpN/u1yu2trap59+GgAAdQsNGjRo0KBBs1hkQFlZmcfj8fv9Ho8Huk3U1NTAEtnMAE0XHo/H6/W++OKLDzzwgN/vhwEUmzdvHupcYPHixbL+sXr1aljodrvhDzt27Fi2bFljYyPUYLJHSUkJAGD37t2VlZUAgD//+c/KyFUZv/jFLx555BGPx/PWW29B11HZ+qLEAw88sGvXru3bt1ssFqhXHTt27Pjx46+++mpZWVlra6vX67XZbA888ABJkr/5zW9kXUSDBg0aNGjQFIvMWLNmza5du2QfCDBwGgKDUSGMRuNrr7325JNP7tq1S/ZIeOihh4ZZZY1G40MPPbRr167ly5fL1gWXy7Vp06bt27e/8sorsGTr1q3QgwGGolyX2/vuu2/v3r1er/eJJ54AACxfvhy+RXne4fF4Zs+ercx1sW3btowKUHV19csvv7xlyxaZH1gYDAZdLtfPfvYz1SdXV1c/+uij2vDSoEGDBg2fNyCSJCl/9/l8JEm63W5VaCgAIBgMBgIB5Z/SSyAoijp16hQMr5ATdA6DoejA9JoyEWViTfiIyWRSEodmj/LycqgcyNkwYSrM9vb2xsZGORPonj174M8NDQ0tLS2qzJ4Z6UMXioxpOimKunz5MkzpMVSKTw0aNGjQoOFzp1ho0KBBgwYNGjSMGqjWBBo0aNCgQYMGTbHQoEGDBg0aNGiKhQYNGjRo0KBBUyw0aNCgQYMGDRo0xUKDBg0aNGjQMHHAJ21MCDLwg8ahxqHGocahxuEAh9Jk5RDRevnzw+F1FAv5p0kSd4ogCNAwPhAEQdW8kiQpS+AYUJWoHhFFEUXRMRIBAKiIaPicQJKkJM2NeOiKEsurBZSUScxJQ8g+A4GmixaTnkDRm07gICwvROLUeJAOJ5hRrANVxQ4djmlje5zmy824LvcrFp2dXRaLRbF4CCRJKUsYhgEA6PV6uSSRSJhMRhQdHE/RaFR5j/noiHAcK+fzVoJhGOVSJEmSKIoYhikXPNVyJQgCiqLKFuF5HsfxMRIBACGIDBlL/f6A0+lQPhiLxZUlJEkBAEymwcye4XDEZrMqGQgEgm63a4xEkslkxgvle3p6J0kvMwyTn+9J5zAYDBoMRmV3MAyjzIXKcSwAgCB0cglFUXq9XtllyWRSeeHL6IgIAg9v1EvvZWXvi6LEcZxer1OOMQCAcpgxDEsQKQsYTdMGg2GMRABAHI4MvdzZ2aUcDJIk8TxPEIRyUAEAlHU4jsNxXDnIWZbV6XRjJIJhmMejnsvhOPXVn745UrlmsDrzymeoCkWeRXFdlhR6r5wROEZV+Ovv3z+txJVeubu7G8Nw5YDBMFw5PBiGUY7w9BJBEERRVLbY6IjY7XblZIe40t637T/2jcf6YbAXIciINf5/+vqSmeWudGmTNg455aTLNIRYHCeuNw5HTATDsLw8Z4Yh0duH40rhL/E8p3wdzwsAAGUdlmVxXDWXGYNBP0YiCIJm5LCjo9NoTBEUDEMrRRnLcgAAnY5IFWUGJfFEImmxmMdIRBRFj8czYsUCx3G73aaUazzPK0vi8QQAwGq1KLhhrFarUvYlk8mxE4lEIplV6XBEuRTxPB+LxZQqCEXRAABlC4bDYYfDoRxzfX3+oqLCMRKJRqNOZ4ZBIIqi8kPgRFCWwLGeWkfCMExZkhMiQym5k6eXQ6FwRg55XjCbTUriNE0pS+JxEQCgLCHJpNFoUBKPRqNjJzLUOBRF0eFwKInDETLM5/v9fpst5fO7urrHTmQoDnEcLyjIVxFXCoWMxJ1Op4rDwsKCMRIZisPJD7PZrFQrw+Gw2WxWrha9vb0qzVhVQlE0y7LKeTE6IjevYQ9BEKVaOTCE3CMdh2MnMsw4VOZ6hsSVJUMQd6g4HDuRoTgkCGLsxBmGHT8Or6NY3DA7DwDvng8mGHH94gIDgQ4/TJVzDFoRlCVwxVWVoCiaXjJ2IpqBToMGDRpygp4oa9KhNiOuNcVnBje4L7ui/N/OhgEApU7Dqmqn1h8aJh6iBGheilI8L4miJOkwFEMRQdRS3U8iYIQOSBJQeQiJgiSJKtO9JAgARdSFkoRimMBN0q+L00JPlEkyQizKoibWY9V9rjr3tYMdNeXW+xZ6tHGuKRa5gdOI5dsIkhWnF5i0zvicIErxHREuL++GinJG8MUT/jgXSnKRJEfStF7HKm1Ry8p1rrybr22b/dSxq6Sl2z+oNokiRVHmTnDrNIfLQtx8EkpnsBWWG6xOUeAFjiUMJqhSYDzjcTp4XgjG4qje1K8/MKTHbhcBCMZiiK5fpHBUEiV07so5iUBXItAtSeJk+C4JgNYQ91Frz/mOBIaCYofBZsSicfZQaweGIhtvLS5x6j9Pyv2k1uMlAChWwG4+P19w4FKoO0B9tUAisAllvl+xgOcuSmHEMKyyhGFYAADPc8qSaDSqPCMYBZGdJyN9Mf7u2VaDRIbDJBhwdcnR4iF2dZMSQPCBARGLgZCUgD8LEhAEAeMFtxvk5HCD4zi/XynQJZZllCUcxwMAaHrQnZum6WAwpPSRyQmRoSbpjeplmYgogaMtybpLcSOBPlfu1uHqwy9RFKGbS38fCYIgCMoSjuPAgCuMXIemGQzjsyESo4WmPqrZn4zTosqzTBUyI4mZlx/oxqhsDVEUlSXQm0xZoqqQDZFQkj3eRvpiwQQtWA1Ypdsw1yVarWoi6eztvxg60UICQKb9hTTpkNUzHLniMEsiY5xT1vxSi7u4/4ASw1EM51kGETiPw04QJgCAjsCLXM4EScVJym42mlx5AAAMgMI8Z5KiIkkKIAhhNMvUTE5PtKuVTkSGfy/PCyzLKj8WDjzlxyorpJdwHMfzfEYiNCceuRY7fC1q1YFbpzu/MLvEou8fisEgcLlc3h7qlQ/bvn9XqREVlD4ZOQeC4qqDXYPBgOPX0T5ZllW1xlAzRVRMIlEUVSVweIiiSLNCnOLlCqo6WRJRPZJeZywckqzw/TevLiizPDTPMJEcCoIAHSAGiAscxylLaJpOX4aSyST0lPeF2TeP9QAAipx9S6eYR0dEOd9HrFigKKp0pOd5ged5ZQmM4VL6u7EsazSalM6uySSpfKTVTxkQbHgi/mQvACBMA7laIpEYajT39vYqV1yO45QlUCMhySRUGj5pZT1204qpZpNOEQdVYlHpoU19xG+PdCwuwvItqIqIvCjyfCDVgzezGoLjuNKpk+d5lZtnIpEEqZ6hwWDQbrcpfWRYlpMf4QXpeEvEhqFzizIToTnx/+xrj9Hc5rX2cqfSOTGekcPx6OXsiXREuTeP+zvCjEmHrpluJrAMLjWiKCp1JlEUeV5QlkBJrewBnhcYJsXHLSORdn/8Ug/dHeMBAEKa0iCJasWC5cWhlLNoNKoah8oS6GItCLxylsbjCeUQGp5IQyf9+9NRXpQAAAYCoTmpwZfYRyBbbkPzrSl+vunsleUZLnbGUmN9AQASgiBmhIWvGDuHWRIRxbHaBkwOt2q64Tq9QUJVYVkWkxEVeZMxJXrCbDQmKVrSpZhCMUJvysu/rmLBcWwyCVQfq9QSeF5IKmuklXAcLwgpJSzLMbx0pIU60UbNLzE8vtxJiLTFggGeTvIpREqtYPVUc905/90zTWmu3LmEzpyHYilqhDMvL3UuZ0AgEIhGoqPYaKlKoLClKDJB8/Ek5ff7GYa97kZrKCJKia0iMpTE5nk+GAyqdnHKEriLYxia5qT+HmSQcDiimilZElFwyKiIDKOBp3rvSiNyCnRbCLsRo1ixzKkMeZNG4Vk4SosFiqJK1RhFeVUJ3Iam1kF1OkI57pWPvHc+sOdUn9uMvfBQ4TBEvnmL3RfH1szK0+nwTO2omAM6Xfa+7rtO9a6ZXVBou46yjwAwLd9U5THuOtVXVJDnthBj8TFGEEQlBVAUVZbALbKqxXAcVwV9yL/uu+Dfe8avw5B/rSzSD2zulUSCEaonxgIA2sJcVSF+3YmU817OkggjIO+fCR2+EpUAWDHN8ZUl+RwZz8hjunImiqKyJL2DeJ632+1KDimKVj4SiNHHriYiLACgn0+O5wEAhDIYRxJ1Op2y3RAsc1z+ePtpe3vJ/z7VKwHpS3Mc9y4sNOuxGM0/97eWnhh7ISA9VOEafhziGJJkpUz5dSSn0+5ymcEk9iSfPDAajanBxuqADpZlVaFhqhJVVIgoSkeaOw81xZdPdfzTgyVmPQYA6O3tHYrICp3l3w/4rFbrzRsVkqXENpvNrBAKM0hBQUHGqJCCgvGKTiIIQklqGOIkKwAQ0Ot1BoMhU9yKZ5w4xDAsLcCNVpZA3T0twM0IiZvN4MWHZnR0dZeXOEZNRFa1R6NY5BwRkgcAJBjx5Q/ap+cb712Q2TGnxI7PrXDmViu/3JOc5jFdV6sYXBoRZMOi/D+f6nt4acGkmpnQQKrHB49yVCh3G++v8fSGE0srrJP2bLK+KfqnY6EkKxY59I+tKILONCFyIt4uSqChLXamPUYzvEF/c/ic//FEjyhJ6xc475hhg8uPzYBXeYw9MTbfen0PiWKHrqZEb1Ds3SVRZFlWbzDYNa/7G4RrveTv63vcZuSZdaUee1bOZGY9lmSEz0PjvHMuIEqSL8SEktxn6bvaQ/SnVyMrpjnybpwnrgTA+43BvhD9taIb5GORczy4KL/ARlz0Rc52Ji52Ju6Y7ZKjSTlBeut0nx5Hx8kN+FJ38sGafFUhxYmtgUHz+FSPUXnAj6OI3YiT7OSaybfPyivL0+F8ciinIQSAexd4/H4wfKTujUJ3hNlZ332lhyQw5MEa9xfmeSbS+4lkhQ8bQ/44K9084R0Rkr/WR5l02O3TU3Jz/f2q0rWVeFWx/fr2Z0GieUlSjGRRkjhOElFBEMHNBQRBhjocz1A549C60ZHhDCfuOd13uSv5jVuLXDrGnLVul2AEi+Gzrwhe6aPfOesHAAii9JtDnd9YZB7R468f7MgzIl+YZZ+En7bzaHeLn2rqIzevyb9RPLT6qT2n+gAAU4ujK6c7PguKhZ5Ab5tut2JMV1yaUWhSrnxn2uMfNAYBADMKTa5xeD+a6STgk6uR39V3y79+Z1XJymkpDV3q1HdH2XzD5BqdFS5DOEzddPKCFaQ9p/rebwyKorSw3HrXNKKyOG8itYpAgnv/QoBib7K1NJBgAQAlTr2qqRAEOI1ZpUz2x7lLvSwA6XZL5o7ZeQDcNIEGBqvDVjgFwwmOThKGAb8znjVhiNVsJpMJo8kMJzqBSlV5eFlBxeHGTkrqP8+SJIlKJlw2WzAaEwmDLBI4KqkzWe3FlfG+DpEf3y1yW4jdtb95cYXtR1+uIjAkHGZktehyV/J0W+xqd5yT4qVO/UO3FLpTA3bag3SJ4zMeFXKhi/rv4wE5rPtqL/n70/x31zqyt19HKd6ATdJU4tPyTS1+anqh+QbyUGDXuSxEkuYr3MYJfnV/H47INbJfUKV5NaYTyTcIT9daY5TY09uLDBCxAmDWoQQGdHyM4vgsXSOzd1PPmIHgWEs09deYSrHAUYRiOIGQwGh93cepDZVEwqTgT/BVebhMxBfhEZHneSGbNmRZtqurW9WkyhLYhkrfT47jWJZTJdkdnsilXuY9Lx2lRYcRvWemudqDcxzb29uX4sEwBIeCICSTpOLzBZ7nlSUwX7gqSoWiKKUDsz/Onbraww3s0CUgSWLK4BHhUFH2qSjxAo8obplgOXQoDsfipz08EZZmAQAkw4/aT3tNtbPKQqclbictFqsel+BLx8LhSD9zFCIJ0+kdRZV6S/82lDCYRZ4VBV6HIvlOB+whk9nCc6wg8FVu49wKD4FjAIA7F5b7o+Sxq36KFQhCZ7JYAQD5eQ6G40LxpAhQAACMEDE78402V9zfMZQ1i6Zp5Z8YhpEkKTXJNx+NxlI/f7BEAuCDi5HTHdQji10VLh2ZiEMinCCebGeOtiTdFnx+iXGhx+h2WC/10P9xoO17q/OVRBpawhUuvSo5fe6lP0EQRIr6kkOXjmHmsiSB9xoj71+KqB653Mv+n32tm24tyDPj2QgEQRAFQX3bQ7pAGGocZi9tKE4EA47q6cQzEvnibOva6WYDgVIUdV2RNRSHYw8S/H9WOZIkpeNj8kO5jTS8jmIxItfIfvGdnaNN3VX+0JVw7XTHxpXFkEiJ1fJvFcVwZcnejSUtylFi2ZQoR9g6HMcqPdUH1mP+ai8JAMi36iQA/HH2XGciwQhylFe/+TGRIFEEpDqqsCwbjcayaeJ0V6BIJKLMF54eFRIIBByOFH+37u6eoYjQnPj8h9doTnxwoXPdfA8A4GJX8rWjPhQB/+tL7gLnoE6q9N5XIle9XFxclJFIMMG9eaznrI/EUOSe+e575/cHlKqI9MVYloxnoz6KoiCqdAJRTNP8JJ7nUbS/VyKk8Gkbgyh83SVJklLVQfhzSgkAkigpb68aJrB+LH7awxMptOtxFOmKshFadBqxUfhp4xhiwBGzXhk8gkgcqiwZC4cjJTIqW4VT1ir6OcF1kih4nKk7AUJnNeA10wqVhR67aV1Ned35vlTrKVGU5+iJkYhClKMYZi+cEh/CjwHD8FRXTYYgCGUcJooiqkBQuYRkxR31fTgi/cNtLpfdIg+wk62x/Vdj0/ON31ldBBfOcDhkMxuWTTW8fS4Kn4VEBFG61Mt8eaEHB3wO8/wSRjuKp6gRbne+1WZVDB60zKN2AWnpSYzudUPNZQmAP54KnWrP7GbVGeH+9cOuv6/1FNuJ6woESZJg6OYwAgEMG/acZaToQKE0UAHJhogO6/8VZAo3zeaiUBzHVT7UkUhEWTLUmnKljznWHLtztvNcZ8If4u6pyf/gYmhqvnHFVHv2RFT3JEyKo5DBdSjCAACa/dTrBzvmF+lnFxlB6tHnqbb4h5cid8zKWz51uKOy7D148Y4+1bMnWmNwZFUXmgAA/jgriNKpttjqGSku2Xa73WqRwBiiQsY16bhcLEn9ROBKCO8SvbFJxwVR+qAxuPeMnxOkqR7DhoXOaSXOjKbLvWf8h69GVlaavlHoyjiRxnIRCc2JRy/3CRJiJFIUC1FKuQ4Kjj9lVIggCgSRenERig2x5IzJT1uepRmJmAFYWmE72hz909n4d2rz5TqsINad6n3oFpfZoFNo0hn8tK/0kEeu0CaTMuYT3jmE3D4zL9+mGyOHI/rMkXqSTx4QBK68/ImmKb1er9QkYjFMWUEu6Qwzv/qoa02189YqM8eysE5fjP2vI104EL6zurjcY1E9wvCijkBhTVhS3xSdWWR22U0URedwLiMorgouBeMpJ4aay/VN0aG0iv6BxIrbjwafWz9NT6DD30wUoXp1GGo0Gkd3/xSGYar4MpZllSUQVqsFY+FFYjhBEGazWUk8Ho9nSUQ5nFREIhE+t2vKzvqeYILrjbHQszDK9V7qTh65FllaaZ+Yiyzw8VhjvD3JKS4jNAdsrC3+2xl/Z5g50RJr6sOhYqHEhxfDbUH6vfOB4RWLsUA+B5ldZEYQ8MnVCDwNUSkWkxwGAt12X1VrT3RWYX8bziu1/OPdU6hErMB2I3MAt4a4Vw83d0cZqwH/xq0Fs/Mz+B8nGGH/meCBSyFOkArtuinj4CotSeDApdDN7kv/yC0FF7uT3j76hfe7bp/p8liJ3hj7sTccSHAmY+irSwuHf7w9RB9tpQBI98uhFpZb822fr1zRE4yzvvgf6nv+rrZ4ZpEZJmSTJLD/UujDxuBDSwuq7ILZnKH9L3QkZijyDksS2Hc+8Piqks9wK123TpTiz3UkllbaMs90AC53JT9oDIaSXDjJ/fFU8O4FeKlzcvnHkaxAseKNugBlYbn1o0uhheVWkhUSFFczxXq1j5xRYNbhKM9PhOdZ7j/7D8d6DnnDU9zGZ+8uAwC0+qnjzVEUQXAMmV+SIdRqTbXj/YvhL8x1jdMXRgbOQaBigQ5oXhe7k+mnIZMcBTadCUnRzKoLzX4/eaP4idP8n473HGuOIQCsrnY+uDjfpMOUJ/EAAIYTD1wlP20JUpyYZybuW+hZMdU+HhkOznXEuyPMiDTgOC1QrEBzIsnyosQLoiRKEoogKIoA0bCs+gY0qdNE/OS+ql991H7VT//p5KC3zcJi/d1zrp9jfFmV3U3QLkU2ckEQYrGY0+nMt2paxTjieDt9oiPx/XVTZO0tyYhvfNBmILBt91VZDVhfIHTwSvRYSzyY4DYsLqid4YDVDlwKPbBo8IDyREu0wKYrzzN8VhuKE6QsZUt6oSiBY23U0UPX/HFWVjKOtyaPtzZXuo1fXOBeUJbLwPtfHuoFAGBYAIqFpj7qP+tpHE8gCKLH0afvLB/m2f0XQ3vP+P/x7inFN8J98+FbCr+6tBBBwBfnuzs7u0tK8lZX502kIRsfp3HDDahF8GNQFPzsK9MRns4kCm0rZ4zjrQyn2/vPQSx6rCVAAwBsBjxG8xlPQyY5Jk/kpCSBT66E95zqI1mh2I5/87ayyjTHY16QPvaG3z3nT9CCRY999ZbCNdVOfHzCqYMJ7nRbPJuaFCf6Y2yUEsjUmBEcRTAUITBUlCReEMUbdwmZ20JsWVPQFeW6kiBBC3YjNqvIDOioSXd99wWrASuy4QWKZYnn+TDAPTfDQoUgiCmvwOop4agkbjDJ1leBIR1mI5mMG4xm2TxrRPnZxZZuf9jtsMqJOANR8qi3l+ZFnd4g+1oKguiPRHgJwQg9qggiIMN9Zl1uUte8dbrvfCfzzD1TrYZ++s0B+ndH+9bNc98+K08C4MjVyN4G//wy67dqS6IUd8gbgYrFxa4EjiHyTUmcIL3d4P/enWWfYQ2s0m04l4XRIqMV9g/Heo9cy+zz0RKg/n2/7xu3Fs3MnURv8jMoAvQECgDQEwgvij1xAIDAcKKemOyJy8Ik99bpviqPSaS5d691rJvrLndNnBDIfVTInVVomcWCocjbJzrm5qMVFvHxZTaal15+r7nYht0z0zi6hNnZu6mLqQH7x1r6XbUTjPDy/nbVn5SKBUXRNK5eTrL3dR97zMWfziabg9yG+dx0NwEA6EsIDZ3MLA8G/VI7ovzvTiXyTOjfLTYPH7iBYeg4cQiJnPJ2/O0i2Rnl9Thyz0xjTSGmYyNdXRGZiCiBQ5cDHzfRUVo04MiqSt3KSqMeZ/p6e3LVy0oO44nkh5fizEDyBkmSOGUgjyRJosRwfCjJ+xMcjEFFEGDRYxYDatZhBgJBRYEgcKXvT3V+5mxUE3YjjBUFc/Pg9OQBHc3eT3vy31mTEXqLw15YjuuNAADUiIsCz3MsimFmHLG74CQ1CIJAJhM2s6kyD6su7z8sYDm+OxDOs1s/aeykRB2iMxl1QBRFMhk3miyhSJRFCVRvJuDAoJKEwcSS8WhPG0eTGDo/83Y5noDO/ANjnqPplLTxNM1A8SgB8LfGZIgUvjbfQEYDZBQAAE51MJ80kQ/ONVXkcVfaunefTegw5Os1RrcFQdnIJxcTpQ68t7c3QTI7T0a+stAiS9oPvYnpLhSlI710v0pkt9v1+tyYmjAMw1NToXucFrNJP7zsVd1qAbLO1M5xnCrXNcMwwWCwOk9CETC83m7Ro24dHQwyKiKXuq7jSXqmNVxp0qkSZg/F8FAcKutMKzD94O4pqgdfeq+tPUjBmkMRIUkSABCLxWwSAgBgWUax6jFZcjiWdbnuMlnfQtU3Rc06JMlK0QT9jSXWUS/uo/SxyFW8gMeTf+RahEawv572AwCuBXXPfqm8oADsPtnbEY13RPl7F7gL3PZhiOTWSB6j+Us9yaH+mtvTkDG2ISdIl3ovSQB0JInV84sAAP+9r/VaL9MSxv95fQUA4FwwwPDx7piA6C3FhY5RtOHYe5nmxJ2ftJzwJUUJLK20ffWWQjMBlEQkAI5c6nvvYrQvzhEY8oW5rrvnuql4SMVhKBTOYS9f6qHDlDCMccWfFPwJjhclBAEOE2Y3oDYDRiguQOG5bD0zRu2nnXojTM/YiWT0077SQx65yhhNaKqk441G/vaZTngf943lcCi4pqScPMErx2y4ZDQYlEujyWyZW6wrzR/cD+gIvMjt3HeqVcCM8mXpKIqazNa+UFjSDbYFgiCE0UzHw6H2K9cx/FgtypTe4bA6pXdvb29BQYEEwO+Pdguo7vtfLAn6+2DJX071XeoWttxVZkCFpgj40/He+2s8K6Y5IJGeuOiLxR+/vRzHkH0fNy+ocNRM77ea+EL0JX/knx+sknfDFEWPOsoG11uw1HtSXPmFDodDWeK0GQ26FOkXirPJ1DOIaCQaCoWUJUwiIPIpZ4551pUZ9Rir1apcvURRsFqtVitYWE6fbhtORVhT7XDabbAFlERWV/N/aQgOqTmhyNpZLoKgzWaz8nqjoe6fwnHcbrcrB7koCsoSAHqHtK4BBNakaSYjEYOBByBpNpuNRkk1U3iet1otKg/QnEvspULyRIdvqsdkwbiGLvaWaa6CAifIddLxXB6FUKzID6FhHbkW+d2ngztgkhUFUcJQZNlU+5UessSOj3oVz+jBi+iMH3vDvCChCIAsIQjJiWBPQ59sWlxRZe+JsZ1h5tu3FRMoCgAQJOnVj3ySBFSnIUajwWBQR4Vk78E7RhAY8uiKorMtwbvm9IvvqR7jtV6yzNH/6ttmOIMJzmkALvONcQg60RL74/GeGMUX2HSPLi+aVWwGqZGfjZ2Jv5zqaw/RKAJWVTu/tMDjMOEAACquXvyudpL35jmz7OXhXax7I8nLfZwyxIPnBn8NJjlfkGZ4EUeRYoe+wKbT4Wj6XSGCwON4yk2PQwn08Y79GRGRdPbaQ/TRNhqA9DNHqmaKrcCO3nAOc3JiMhlOCaFWQXHiE6tL4daOF6U3PunkBemZu6dwLLv3TOiKn/vHu6d4BrxbWF5643Dno8uLcAy53J28FuB+clu+LKm2f9L55TnmXNnYERRTxYAgWQSBCKLE5yhF6zCXCt01xz2MYoFjyJ1zPTodlk7krjmuzhB5vC1zzsCvryiaU2b3+9n0642GGkjD3+40bPv2X9ikJHLWF//kSphjOb2e7YkyAIC/nQ0ZcAkAgOOxpZV26I6a8YqoXA3L3jivMwsmBDPq0P/76Mw4zbd39n77jqkdIZpiRRQFHUHaOv7HOCNeoiIk/09vNbG8+MQKhzNtaXBZCAQAow67d75796m+7hh/4FLorjmuUqfhf36pUuXWN0b0xIXGFv99CzzXVVYkCbxzPsDy0vLp/cpvldvY5KeUpyG8KBl1GAA3MqZgdbVzupWWnb82LCm4Y5aDI/uPcsx67OsrinLbhlmiL8burO++1JUkMOT2acaHVlSoXCWu9ZF/OdV3tZdEAFhUZl43215Z5FDbVCXQ0BZ770KwLUDhKLJmbqF5zLYiUZSOt1GihKdPTF6QWgJUKMkhCPBYsClu84hSfwo3USZwBWqnO8pMjDJ7Cs/z0VjUleeyaXeF5BR/PNYTp4Un1/RrFYII/uOjDocJf3R5ESeI24/0ooj0w3srlFcH/OF437xS6+xicyjJ/fZI18MLLPINDn860TO72DLN/bloukrPcBemTPWYTLohJUNtpTGjYmHWY7UTm7U6Hf44d84H5TMjC0b5r2Xj7+d09FrkjcNhmyFWkme41JVcNtXe0BbnePH2IHbgUshlIWwGvCVArZpqeszjGVdORixroiQH79TIaHyeXWx5bsM0I4ERGPLu+UCSEYYZImMBJ0gNPcLGW0uyWSsQBHxpvvvTpmhjV3JOsRkA8GBNfpOfhNYzWKczwtROc4js5MqfbdFjYfJGMsCL0t/OBt+/GOIFaU6J5dHlhVw8qNQqOsLM7hNRb58fALCgzHr/Io8d59M766A3sv9SOJDgEAAWTbEtL9eZc3ECdbI1FqYEvU49jOM0f7WX5ATJasCr3AYgcSNNKH7T3awBYSBQhxFzKfJD8zyCciklGsaOA1fJ7iS6+a5yOKxYXvztydjUQttDSwsStPDq/vZpbv1dMy1KrWK/N5FghMdX57O8+KsDvgcX5ReZadkW2Oqnnr23Mujv+zy0HjtsxKMEpOF35BnLKVbwx1nPJAh9+t4dZdMKUjzZr/VSr+73TcCroxQPACBZEV4CGiV52NTwgrcE3b9dijPjLt3wgZ2fCAOv+6WqIAiCoCzhOA4AQFF0vhn5xvJ8ihVnekSaZjAsJSsiRdEWHABJFHnw/95V1BOKzyw1yHRkIsoXpRPJhu8rfdT9CwtGtFbcOtX+5oleqFgsKLUsKLUoDYBhkjfrsTj7WZ7P2fcy/PVyD/XHE6EQKdqN+Poa18IyMwBicIBIIMG9cz7c0J6QAJjmMdy3IK/CZQAAUNQgkQQjHLoa++RKhOQkAkNWTrXdXm33WIlkMjn2z2kNUOc7MthvwqTYEUsCAMrzDEUOvSRJzGe6W1P3TOylXrabiSt7OZFg7FR8Wr7JYpiMwdUoTtgKyjg6iesMiuSYEmApEcEFAZfjOxAAXAYBARJFs0ZFrjBvR5BiBUzicEUaNIphOFFCeA5TZMyURIGOjdW/58jViLeP2/rlafDaYV6Ufnmgo9SOf3VpQZTiX36/bVW1c/kUE8sODruDl8MXuunvf6EMAPDG4a5ZxZZbquy9vTQAoCNM7znV+4O7K3AU+ZyM0uGjQtqCNCdkuI1TksCn16J/OpP5WVEC//pe2zdXFrtvtAqtJ1DVdnrUx1vZX2QBf10zwy6x5JQCm9Osv9SdXFhu9YXoHn/4trmFx4tMZXl6PY5e7k5McwxHBIzkIovrKxbKaSCKgiCklMDXwJI5BcTVPiZBC0YDKwiYkpvmvkRHhFtUZuqLcafak/MK0KGIDHySyHFqIplNFKlu6rGE6CizjbSf8sxEb5xt6qPCZMoWtiVA5RnA26c6WV7UY6DKFS+wDLgrZu3rPqKYC4aXTnYwxRZQoYi5ONJKNwXYdTOFAgsGALga4I620guL8fkcn5GI3DJZRoWIoqh04xdFkecFZQnsGgQBUVrYez52votGEFBbZfrCLJseR2BNURR7I4n93sSJNlKUQLGduL1KN7/cBoAEK0AiQZL/5FryZDvFi5KRQO6YYV5ZZTHrUQB4muaHyd6fZVRIIMHv90Z5EfTfAzLw+d1RrjvKYyhS5dZbDRjH8zAqhEubSCnTJpUIAEAU8bH38lAdlBMiGXv5oDf8/oUYALG0v8QeqbHOKdSBXNxZA3LkSY4giNlVZPUUQ31CEkWOShJGs8hSDrPRaHHCQnjlmIWQ5pRY8p3Qs13s9ocLXPZQnK6/0gcIo95kkSSJTCaMRpMogUA0CnRG3GAGAHBUEtcbERQlw/5Yny+bu8eGiQppDnJ7LyS/UWMIB/1wPdt1Jm7Roaum4M2+7u3HYrVVxtlOLhwOy9PtbBfzSTP12EJTIhZ+s57iBOnWUqK3t5emmab27tfrYw/MNfPJUG9yMNhEFo9ZRoVgOhNhTEkwaHc47LaUEpNRZzWlkOIFKUamtAaXZkuQgCRJorosG7PEEINckMBbp2LDPMhw4tvHWm+tMCiJ9MSFty8ku+PDHVWHktz/937bDDf+pdmMTaFDDxMlN/wgH27JFyVYU0kkHqeHeSSRSPT2iiOaKTzPKz2gIYfKEpblAADwFouLPczxNmppKXaiOZJgxNummnYc7pjiJPSI+Kv97Wummw9eirG8tHyK6c9nYzN7uRUVpnQisrSJxxPZxK1cR7EYUSrlPx3v+fBiyGXG/uXBghSvxljyV4cCLC8meex8R7wzzPgixLbqsoxEBj4p2/SrOI47FT4dxkSK3nq+M7H9SJeyxGkipnqMd8zKKxxwWZAA6I2x9c3RZZX2Apt9KJmXYIQzvvj5FvqeOU6LHgsGg3a7LecevLtO9H5whSIw5F8fLjXoCHhe8MH7lwAAjUGsZkYRAGBHQ0tziI+z0t1LqoZpw+w9eFVtCPVfZUk8nhAlcMLH/PVMgObEKo/x3pmGWVM8MvEELew/Ez7ZkeAEqciuv3+RZ16JKRIOK4mcbw1+fDV+oZOUAPBYdXfOyat28PnuvBxGhQST/MdXY+n21J4Y1x1ldRgyvcCgx8fFQ2m871sZYy/zQ4fxWWy2ggI7GMO9Pzn3JLfml1ncg+2AoChhNItMskiR4AtBUZPZYsbY2+cOShIURYs8zk5/7HQHiRBGWTqbzBZeEAJJBlEERBBGsyQKwdZLTDKWZS8PFRUSTHBvH2p9+q4KnI3A9tlZ320yGR9fVdLW0fO7U8l18/Nvm+GEFjuWZe122yFv+NO2xPfvrgJs4oMrNCPh372zDBonOrp6fneKvK+mYPmAcwAMNhk0uowkKgRBUmriGK5L1UgMesJhSSmhWaE7lLIWRiPRQCCQsvqSYYElczhT3j0XCCSv48p2qIW5c2GZw4TDmdIXY7cfaGazSxl5JcD/roH66QPT5BPbUUfJATBkBAqCIrCnlDPFGgwBMKQt1mKxFBR4RjRTCIJQBWeFw2FliXIafnDoWk+UjdJ4T4wHADAidrmHudjDmHVokhUZEYXpvRM8esXPX/XH76kphbvrIeayY6KjQqDsStdg9l5Mwr63G/GpHlNnmKlw5swspfbgTZ1FLC8FEimqdyDBXe0jD3jD//LlqmKHHgDwl4a+VTMcU67nQWPRY7XTHDQn/uFE78NLC8bJgxemQXSaMNlwQmBI7XTHhY6YnMh25XRHKMktLZu4rCatQWZ3Q7grypr12MZbi1fOcAQGrEQMJ77fGPygMUhzYp6Z+HKNZ3mVHUURxYVA4FxHvO58EPorVbiN6+a6aqbYUAQoTU3X2XhlERXSGmROd5IiwGBMvhzQ0RVhuiKsgUArnZhFYSeXJEkQBSLN2Xv4qBAR3JR2aePQRlcdNulS+mScShmDF4hMV7cgCJpOAUMxJK0ygmI8y4yRW06QfnXA95WlBSVOPdyjHrwc7goz/8+6KYIo7TwVv3Va3m2pCffeOx840RL7x7srrAbs92fiXTFh811T5AOU35+Ozyt1rLzRLocTCZIV6i4ErluN5sS3G/q+ubIY/nqtj2RHkojaH+d6Y2yJ88bcO/+v77Vl3g4luHF97/Kpjv0Xg4tLDd6AEKOFldOdPVGmymMyo+zZHr52ukMCgOXEFVNt3WF6frkNG8+jt9EoFl9ZUlBdZLYipFLVQBFA8xIAoMSpv2N2HgDg/oUuOhmd4E7FUeSOWXlhkjveEgMAsLx4uCny1cUFl3vIUqdhStZ+uQYCfWhxfl1jcOX45OxfPdM5u8TMJSPKvt24srirCyku7I94vm2Gc0WVVXmD6/ghyQi7T/UeuRKRAFg53bFhcYF8Hs8J0sfe4DvnAklGsBrwNVMNX75livI8mBelT66EP2gM9kRZAMCsQuPtM2wLq3Kfoz1G8YevxdvDbLqW0BVhfCHaQKCziswCl+0SgqIIjiISkGgmXXu+KaNCZhSY/eUJo9GoNJ8yDGM0GorsWkrvMWHXiZ5pBaYlFf16v7cn+cHF4LNfrMRR5LdHugptmBwoDgAQROnPDeE4C35wd4VBh+6s7+6Jcd9ZXQrdOUUJ/OZQZ54Ju7/G87lqw8vdSYrNSkU43hx9bEW/NWtGoZnAkCxzgQMAPFai4MaN9tI8gypJLsmKHSGawMZ3r/LF+e4vznf7/f57F/WbQ+aXWvQE2tPdvWFFvkmHraruz2MxwyF4JltUCAAAx5Cacqvf329D6wwzP9/XajVgDy8wLZ9unltqIVkBRRCjDqWTgBOkpj6yymPU4ROxYdLh6GPLCgEAP4o1tQVpAPoPBBu7EhsUCfmVGnRHmGF40aLHShx6JZMwinX8lhePVeenb/y2WALg06uR3ad6E7RQaCO+sihvfoVLXpNO+uiPr7WESd6oQ++vyb9zdl7Q3ytrFSQrHLgYOnAplGBEDEVWTnfcNcdlxUavmJ/uoEu5RIlT7zARsupCskJPlG32U+1BiuUy+IT3xlhfiNbh6Mwisw5HKe46I6TcoS9x6CoK7bKPVU+vH+gtfXG+JUAF4iPm/1ofdb6z/4CMYVgAQImLv+1G7EQ7I8zx9sx5LJZU2grseqBhVDjfmWz2Uz/8YmX/mOSk/6rvemptmdWAfXot0htjv1FjVmrAv/q4223GvndnOQDgvw53kYzwzVucOhyBWsX2TzoxFPnSTLPWsMPYh2RNwm0h/t8vVu460XOl5zqHMigC5hbpH1lecgM9YR++pQBeoy3D20P+63ttExzv3dAe/4+PfMVOg40QL/Z61y/Ov3vexEUz938qPLxR7HJEhmGVJVBc8gq/J4Zho9EoiqLnW0mSFUhWIGkcx+k/H4uc7qAIFPkfa/J0Evfr/S3nu+jZhYZvLnMOQ2Rw+8sLYxuO4nuNwd4Y2x6kAQAIApZV2aElQ1UzQvI7j/ecaI0JA8fSOIosLLNuXlsmm1eLbDpBZCasM9481nOuPbZplX3awN0BFCuyfM50m/Re9gWp1+uvtQZZHYbcO8e2tJRAET4cDksAnOuk3r+UCCR5HEXWTLesnmY26VAyEYVEwqTwSVPyRBvJCpIeR9ZMt9RWma0GFEhkMnn9XobhJ+mIM+Lx5igUEEYdJklSPElhxHBBHYGk0BnhCQyZVWQe3q/CqEMXlltnFJgpMgkAUHpuYyhwWohCh3F+mbUvxp5sjYEh+j2jn/bVvsRfGlKOe6oLuBWVFrmd012sR+TsDbL20y526BaW6A16vdL0wrGsXq836/rPrbIkPk4cyiAMJkxvEAVOmcdJFHgdCjiWJZS5lRDJbkTiScpqNiqIg6vdIZaRdPoUM2Q0Eec5CdelqFA8Q0miMJKZIih9zJM0/+eT4e+sKRYFDiaOf/t8YvUMe4EF9UfJt0/3/eMXSgUqCh/x9lC/P953+3TL4lJ9gmRe/6S7wKZ7vLYgEY9xHCdKYMfRXgDAxhUF4VBQ+RaQ5kTPcZwyPdTNBUmSlB5/oihKkjQ935il7SHfptNhg0TKnLrvf6G81Z880Og/38Ommz2cZuLWqfba6XaBitoMqPLVQ43DjBxm76UIayofgV6ujZ2JYIJjeZHlJaMOxVAEJsuSa8IfsuFwdFccwDsovJ1RUQKdYTqqQwAAl7viKysMIyWimu8jVixQFDWblTlHBZ7nlSUAIAAAs3lQEWNZ1mg04Ti2stoYZhCrAcu38i9+HIbrNC9IlECY9RIrcgAATkLMZvMwROSSodKvqnyMKQoBwJ5Rz915rEe2rHx3VSk8/lDlOwqT/E/+2hxO9YjmRUmUJOWhLYGhSZIW+b4JuImDF8GBS2EAwIHz3SbBBADoigm/OR7TYcg/3MpZ9Gg2RIbnEEVRg6FfNLO89N754MGrCVECC0rN62tcDhMOPeGbw9LfzoU6IyyGIreU67843+NUXPd8rTu+71q8wZcQJeAw4XdPs84vAB5FGk3Y0vKLAAAMw+j1BgxTDlNxqLkq6xwMy0mSxAsiATj1+B7oze4o1x3jcQyZ5tFjQOA4oX8pVSgukiRJojTVhc0rMuKYmEzEGYYBqX7OLMvF43E4kfQA3DpFF4qL2SlnEsuyM/N0d043f3g1WWrHO6J8uQNfP8coV2NZNhqNKV2sMxJRlsCbODiOVY4uFZGMsohixTApoCmSQhJFEaWlSDRulHCQnRP4iNzRhyIylIxGccKWX2pyQguixFFJ3GBEACKxZL7DgWFmAACZTBiMJhRF83Tc/Eq3xWgAAHQHwm6HlcBxry9wqTuJ6ww6PaDIBLxyjKLpcJLC9CZcBziahFeOiYIQ93ckQ70jys3JMIwyFOJvF6I1JXoLysTjDADgbCedZIUlxVg8Hn/7XKy2yogJFMPzwXDsfW/iqp99dJE934x0hak/ng0sKTPeNtWQTMQZhmV58Y8NcbMefXC+LZmI8zyv8gRXlfC8kDERZGeQNNgKlSUWq9Wemq6bIIjKQnXKWpIWlGd83HjeoJ1+3QzHcZIUWjvdWHf5+t6ga6p0fr9fRcQoSl+YRqybaTp4jTrUTA1IaeSLs0yLSg0oIvFkhGFYVRzfMDEXqms+WFZ9V4goSSQrpIkpSZIkWFNJhExSAID3zmd2+SRJEtZMvytkmLGZ6r0rZZ8Ad+1MB4Ig5Xl6iUk2x7DbplkHqkmjyKI7SovFMOlXlRaL1DoozJyq04GvLS8GAHR1dZfmGdoD1C1V9uoic3WxJRwOP7mm7EJnYm6JRafDhiEyRDsqLNipHrxd7JDeGyYdxvIiL0q8IP36UIfNWDGzUJ3o7Xf13VCrwFDk7jmuEoe+L87WN0fXzlTfs2oyGlQRDeN3E8f9NfjZ1vA9i0qK8wwAgHYqKogxSpQMNlfxwMV0Y/HGR1HUaDRAK9kfj/WEkpzThD12a8m8gZQeV3qS7zZGWgIMAsDyqfb7FnoAHXU6TDiOSwBc7EzUXQhe7k4CAEqdhi/Mdd1SaRNFIRwOQ7LyhwMAlCWJBGYw6JUcKmP5lMBQJEUKIAARUuQC/BlBEEGU2kJsmORhDIhBYatAUkWJzYAtLNJNKbCp7CWpow7BcVypoduNmVM+EASh7FO5l3ddaAMAPLG6/Od1bV0xobzII2cAG+JWHc9YhspQvRxO8j0xAUFF5VmXJEkIKuEGi8tlBtk5gTMMm707+lBEhopbKZi+QOFfiRBGsygKNh1isg7OPpPZIgrC/CKiXBElUeR2crzw3qkWHjPhuv4BZjRZJFHsCwYlnRnTm2RziCRJVDQY7W4VhRHn4DebTXJUSFuQ9kWD37yt0GjQQ/4/Otj0tYVWt9vFC1JjT+CbqyowBJxoS37SEllSafvJyikEhhy9EvzLmfDXVxTLF3l394X++2R0itv80C2FyECrKps0vWSoqBBeEFUOqjhBKB1rhkIwzigzdicSCX+fP9W0Q3JMytZOEkd5g8FQ8nB9AQjQHadah4vQWT3TeefCIjB0dNJjxaC8IPzfR7tRBHzntvx5Fa5RyMOh5rKiir+5j97y+ysZz1xgTeVcvoVgXHZLkkxardYz7fEz7fG757kcerjR0pflGeAlw9lziGGYch/O8zxN08oSqLsrS0gyaTQar/mZEy3xNTNdjZ2J3qBw75LiuguBafmmZVX27IkoOVRuckagWIz4KDfMsIyYftnD//xiBcmK0O8PLjBWA7Ziqn3C7G8mHfYfj81kBfGl99svdSc5QXr3fGBmYbmyTozmTw4M64cW5987cPK0PpMTxkTi3gWeGg9fPOBhurTSFiFZwNE5vO42kOD+UN99viOBo8jdc/OWl6LFhRYAQHuIfutU34XOBABgYbn1/pp86FPtpwEvSiebonUXAp1hBgBQ5SK+vLh4drF5YFDmsgUu9HASgpU69dBjWZIkQUjZtEHNPkJLvhDN8qLVgJc7UbOeUGoSHMfJj0wvNC2dYknEIuM6kaIU39iVKHboK93GRaWmQ03x462x26udEz+EOsI0I0gg3dQsSP44O7Poxh/qixJIj9pAUcyoV/t/oBjmsKgXSwLHWEFNAEFREagjRBAEEXluFFqFCrtO9Hxp7qAL/ceXw3NLLS4zIqvCv/u060oPWWJDN99VXmDT8YL0x+M9V7qT36n1VBX3axWhJPfLTwIrptq/uLAATBqkW/5FgVNdMJZzIAA8fltJjOKv9ma2W8wrtXxtWdF16ayqdv75ZK/bgle4xtFzyKzHpuarB+G1XpLOZOwpcug9FiwcFjweRzDBnWmPzymxFJvV909NAH73abc/zvpCNAwxDTFdl7qTh7zhRVNsE+N7MhrF4nhz9D8PdZp06HMPOgfySIEkI/zuVMJq7vj2qpIbPmF0GGo34AOnHurj/LYgLcvd2mmOlMOeyQQMRe6c5cxVVAgvSgebyINNQU6QZhaZH11e6DZj4XC4L8a+3dB3oiUGAJjqMdw71z53Sr/6T3PiJ81kfVs4QvIoAm6pst8914XS4eLicVmfYhQfoQSK4/1x1mUmnGZCPgCC1kKSFUJJLpjgGV5EEVCWZyhy6Bkmc1IaHY6unO6o8hhVB//jgfrmqCSBW6faAQBLy82HmuKfNkXSFYsLnYnOCAMAiEZpeziow9ApbkOV25hDTgwEiqHpY1kCAJkY7+nPGLw9SU6QZhbo5UH40aXQP949hUuEAAA4hjxzT0VPlPnq0sJkNFBg0zX7qf863DWryPw/7iiWhH7J0+ynXj/YsW6m5dYZTq1JYbt99/ayf/lrU5hUz81ih/7JgUvdrgurESu0jW+izSKH7qm1parCl95r84XoydzCs0vMBy+z80otSUaIU9y8MuuVXnJavonAkPEXh6NVLOK0AFcdpQ9OY2eiKciBIHetj5xdbLlRDUpz4vPvtlKc0B8SAkCFy5i+v+z/eBSxT6CnLsNLoiRZb1DLvH2678MrpM2Ib1xaAB1a+6L0W+fipzv8ogQq3MYHFuWXWfs7NELy+y8GD3rDNCfqcPTOOa47Z+flmQkAQFfXeHFoM+Jrppkbe/neGNsXZ/viLOwjHONECXADp8MoAjxWXalTP8xKWWjXra7Om7AM1kebogCAK73ka590ciyHAHClhwwlOdhiMj5tjh6+Kts8+7drs4rMT68pzhUn88ss4VjSoLCKS6LIsqzeYJjiMgANI8R754NfXugBA14+vhDtNON5ZqJ34LigwKYrsOkAAMGgtOtE7/mO+GMrimcUmiiKhkfzR65G/nbW/+SaUgdGa+0pw2LAvr7U9e+HepXuBQSGPLmqKPsE2BY9rtfU5Uz4+vKih28pxFHkSws9nZ3dpSV5t890YhMYKdO/rA6f3DTOiG8cjwEAHl9mM+vQWXlg/XyLjRDpeLg32c8rzvMFFtRpwm0g0dubBLlOA6xyUx/K3UWUpMs9g/QLbbr0KFN04BW8KGVMSp9CcMxZ0+Wl+l/e7eRF6X9+SVfqNAAAPmgM1p0P3rcQXT2z30JwrY9saKXv84gGIvez5a45rmgsvmaayYCT19qSh5qpkz6WFyWPGVs73Tgzn0BALBIR+hLiMV/P+W5WkIBFj95epbtlitFIiHQ00BXtHypjT0c9VC8TGChy6Isc+hjFx2g+QQsML0gSQBFg0eNGHWrWITYDBnOVDrUZmluoWz3fMz5Xdmfw0+6OMs0BCgBwLvXiko8u+r8w0wYULta1U4y4JHx8Lb6oWHfbdGeQ5D+4HLvUnXy7off2Ciwnftr/P3v/Hh5FlSf+4++q6q7u6ms6fcmN3Li1GERDQFHwhqMZxmWWgXFHRz/sxwvzzLBrlmc/w0+f4OqOH+EZn5nPrIvzVdYL7mYHdRfJOMO6Me6AgnEIclMwSINASMi1u5N0+lLVdf39caBSXd25kBsJntfj4xNOn3rXu871Xafe73Pa+/hjbUn1cEWtyV2eT1tJYeTCR+2OPrSGFAFikjWYUsx9kedihGS3pvhCiaIQiXMOa0rOeFIQJYlOW5CRZTndipTEUUY+cxynKNCTELsjXIFN5tikoigUZTjbkcizU5FIvyCIkUj/5TEHDpyP7Q30Ly62Vd3pNVJiJNIvCALHi/95tDcYE9bf7nEYBfayEE2JDQjJmCIIQqoH/XRCkqR4PKFtQqIoalPy7XBLsaWxeSDlnjlmuzHlqqGFkKAospRMJlPjCkWWZUcS0TCshkOgKIByDibkpnxTUVau26wgV/HRaZjuAMvzSW0K8vLWHsugPYNCAfj4TCKS4O8nu1Go8yiEDDnfDmdYaB1tJFlRZEnrxtLeEg3GegHgdMT43fkeAMjPTfFASYrylj2nWV6+6/rsGfnZavGN4zbAOkf6WEIUZacaRGo3U9flpvTALIvBn2O5Y05W+nutzz4wLZ0PsXNzhjrDlxeEkXjjDzvjtvaJrCADwKnmLpKlAeDjk/39nLzv6/AcBw8Akgz/tLdPkJVYsrnSz4xl2s4YFeJgDPeXOZzZnv9pCn/0VTgpytlW492zzffddCm8NtAZ/+B496lOFgDynKZ757uXzHL2hkMTsR31YFt6y5LM8xIAmCkwW0mvhZCklB1XJVlWZInnldRLePT4xdn0TTNMIif19Y0ydlpnBI+EL9qTAPCXN2Tdd50T9ckLvcLWhp5DLTFkWKgUuui2CA0AWWZirs8MADRFbG8MdccEgPFZXFlU4rApcavNqmmHMptgLVZrvoNGDzhCJ/BRu6MPrSFFEsGzJyzZOXbvDBS1IQmc0WxNKBDr6cu2W01GoyLLbCLOWG3H2/m2no4bSrKtZpOiwJ+/bguzBM3YODZhMBjRkWN90RgrKRRjE5McQZGUgUaWSn/HBS7WN7piRPvtftURryi2GQ0GniQpymAwGOyMsbeDMxgMyNs3ykmHLsQOnIvO9JifuNlWmDPgfNrWl3zncGRenuXBxR7yclkhIZq7ELqgD12KPDYPptZgInWASoZ7+rTvRQI/gXtB6l4FZVmSZV2KfM8cyxcXOeSv4LUZFs8wiaJIksoIhSiKgtxEUvMo6UKGeG/U/j2KcNPBhGQxZBZDAwAnKLo8l+8y/KuPwWDQ+VD39fVpU2KxOADYNP09FAplZV3yoT4fZPecDgLA9UXG22Y7Ryfk0jJ/JDIaw0LlZHv8/9vTUuAyPX7zwJr9/AJbvpNuj/C7jwW/M8+t7sHOCbKVAoIARYGJ3qhQ58F7g5n7qCn0vRsupczNsWz6XskIRZV4GJuJiiUlAPj3xo6/uasw10mzgnz8YpQ2kOWFKR8rzCaT2z0OUSH5+RCVOpOCsvymPGSlrF5s3fNV93cXePPznci69DgSHX3JmXmu/HzXRBhnn51nP917Jp6UHIzhBxW+22bZo5E+RVEON0c/+iqEPh7N9Ji+d6PvhkL7VfE4MVCE1ipSFEVWZG2c6mXLSWPsyxJFUSUe8/x8a7bVAABhntMGu0qSJAiCNmUkAbEsm/nFRbfp+Lnu+BcdAgB4nRbZYEZf1ggKGCPZHhG+CkrlhXYjx1qtVlRBZrOI5hi73SbKytmefgCYm2s3GjO4d2lTOI2Qy7Wc4WPp4eb+/zwUBUg/zib6f75b7HdZYGS+q5FIZHTu6CNxgFUUJR7uZPtCjrxixpFtNF8a0Uia6eUkKhp1ORwWmx11ihBH7g/0uUxiV1SijCb0mmdmLAAQi0ajgkTSDGkAADCYzAAgcHG2Lxzv6VTGMCTRNG21Ws4Egz9clGO1mnk+yTBmmqYXljKfnYu//EkXQ0mRJMdL8i0znU/dP9PJGLq6ulBpyArsORnee7L3Bzdm3TzXp53XkRDNgB61pi7S6FLGGPInpgZ1sxzfn7pAIou8wKWkjDoGJOOkOOz5UwwDd82DD0+EAGBleY7ZxOuOjorH40MI+eFigywkGcY4uvOnRnKAwOnOxE/+9ev0axmaRDmj0eiwQkbXl1VjXdsersi+z3OZc510lBVm5VjUPFcqZOg15pEaFqc744KkNIc4VrBqP33dNtP23rEet41Wv9OcaE/+xxfflHqYp+4vNRvJTStnfn2+88552ZMzAzkZAynzjeciS2Y6R9bHBkYZA0msvNH7zuedANAc5jbuOkNTJC/JAPCDcq/OsBhHbimxAYC69rGoxFFsTbpcl8qZAHhm5czA+fb5syfKw6stIsqKsmqh75552SYjmeD4A83sgX3fhGMCAVBR4lhWainKpifZgTn1dZbUGRaiJGrne+RnoaZYTJTPTJbP9GTbzdrupwt/ZdnElQbEDuYTquN3B7vQiUpvNLSvu70A7bb5z/suff579ZOLL6yale6c2diSDPz+bDguJHjp3uuz77kuKxrpG5cCzM+iywtMGX0snJO78d/wL3ySqIii7ugsgiAkRf8eLylwsYc3W/Qri5TRSBL6/aOMZmsw/NX49JdebkbqeRMkSfzdvUVtvcnWzuDcohydDw0AtPUma/7c7rEZ/8+9BUZCgqmNosgTHQMyLHf6XR+eCBkpYnGpoyccuqJrZ+dYotEJ3IpjlteERhtZVr7pZm0mymsj0aFC08K3w0JTz/9gdnt7R96kb7mrH2vuud7N8rLHRh28kEhScf/l7wu3zrTN8ZkLvA7VcGnpExQFmsOcKClGishx0JLXSEzie+7CfLqLp9451FWcbc5x0IZBXCX6EuKZ7kQyNTpoxXx3X0L48KswMjf4QfZrklL3y5pojBSRbZnA9rpinjU/12uhqSgn1p0I7TvVG+clI0XcdZ3r3jK3105rP6JPWQiAbJsxz2kqzDbnu0yhYNBx9abMe+e5ynyUzWYDgJneS9P5D29ymS4HT7osBi6aXtFgNVEEAS090vGLsdtm2scrCOz6fJubSgx3ZiN0R4V/+vjcLTOdlfPdr31ysT/OVZSSn34T4Xgpwcs/qPDt+ar/4aWO+hNhAKi6t+j4xdgfjvauXmxuDnFHmvs5QYonJY/NQFHUdbkWk5H6sjX6cLnVBXDwXKT+q/CPbs7x507v/aoVBYwUSWbydytwmQy8UWdVJEXlPw91fdkS/aubc24stLMsx/MSYIbDbTNSJOFz0BQ55Y79W39HDlpsSPDShrcDs3MsD9xg1i0PT/E2/Puj3aHexNqJ8du7AsPCbqYeWpK740D7vtPxT8+xW3/sV7uWx2bQ+ivcOctiYcxzcm0TfbbKEMwvsM0vsHVH+e5+PhJjAcBsHngN7Y/2O222bLtp1U3eP3wR1E1OP7459665rkPN/R0RXlKULMYww2WqKE75KB6M8sWW0TxdX0I82dZfaJ1aB1nZTWSUk3Yd7m482ydIis1E3TPXev/CGZMWPTEsM7IMnmxrLCklkpICwAsSy4kuh4k2kAxNORkDrfBZFoPHZZ8iCi8usfc6Ra83ZZuju+c4UlY+0wyLigLT2jtKAKCpPf7ih81vNHT+/e3OyVRbkJSLPRw60aCzn4+xUj8nXuzhTAYyKcpRTuyMSiwvd0Quvc4mknJHvxhPSj1xofNyYjgm8pLgsRkZWr7Yw0mKBQCinHSxhxvhQVNTHEkeUf8VZeWTU731J/qWzsl+7i9n4rDeUbxQeWxGXA7jzvkQiz4zXX++f9ncrKtgWOiiQtA5Ul4rGQx2X37v0Qd0UDJ/e6GRJBNdl/c5GTq0BMYWFTKEmzoDUOwAjiYAwGweuDxqJKxWIEkxERedJmjt4QpTTzfNzzL95U3eIYaVSJwXRRjFrum/3dPSEubm55mq8n1Tp519djZWfzqkAGRbyFuLmZvyjSBL/T3d/amPNrRn6IRGhXisVE6OI+1te+DsnGj0KttqY/TTjkY5VETokixSAYDOSJLjuPHy0x6JhomEBAAsywaDQUkUFUVJJFi47OaGvNwjkQjaeT0YDMbiLKrTJKfZK/1yFyZlAgCSyWQ43BOPcejaYJAb1skh4+5V2r20NZO3NMjET6RdPg4tJBqNsSzrMMGX37Tn2imeFzguZRNMjkt2dXUlReVwK9d4gZvtodeWMz6n0hsOXu4FsizL2hocTIj2vroUSZKdTqfJNC2PCxEEQbdhdjKZsmE22hWe55MkATQphcPh9L2uRy5EM6fohQzmjzly4cgBk+f5ZJKYTA3HOKUaRCXHTiV42WVIdHUlJ2JeHsaw0Dkefs8tluWFSwp86vLUSHwGB9t+VdtdYbSOh2NkUaHl9yfCP74lb+Tfxv74ZXBRIQPAjjC/dsYlZBEASEW+0hl3XKbtwc4Kme1jTvcS95a5FxY7CGKUFTShUSFjOQxvvIVkNh8NBoPL5dLeKxKJaFPSXazD4bDT6TAYDOG4wIEMAAmRiCqWBC/tDfQBQGG2iabpEQrRlHN0MA2H9SS3SAJAv9lsdrvdFNVPEDLDmAESBEEAKBYLAxC3O+wkyQKA2+22hHsAYjabzRRLqEenEpeGDqOJpgA4mqZdrixLqB8gZnfY3W77sJ7k0WCbkGSduUWU0QQAkijIAm9kbB09EQdDWxkGACRRCvZFCLMl2ttvNxltFgYAZEUJ9fbJBpMsJRVFUbf35qK9/Z0tYx8ubDar3W7/3o3m/27qefI7M4yJqMViUf0uZQUOB9oDrdJX7bFFxY7/3/fysq3G7u5ubS9gWU4QBIfDrh3ZtEIAQHdJegrLciNcdedYLhQaxkFBSCaT0e5hbbjxgqIou92u7VCyLGlTkP1qtVrMxrDJaLTb7eiAKu3RUSzLjVCItsHrhAx2/pTBYHA6ndoLZVnSpqjdkOZlgG6D0Wg0Gu12m7ZSOC45QiHaPDohg/XlsR8T8X/X5I7LiH2l8/KgrdZhJqfUR6+RePDCkM63ayrMv/vzxdv9nqHjSwGgNyF+2BQuL7LPybEEg+IIPXi1jeD/fC/nm86Ym+byNM1i0qbtwRpBjp16+v7SqfyWoz0mDUYb0BGPJyYuKoQg0kMESW0KEqI7/sZgMBgMhj8c70IbZB1sTR5sbUa/OhnD2iW5JMmOUMiw7xAj9CQfyEmgw1X0byckcWnDF5IkSeJynGraTdVEJA05Y5IEie47/IzY35OM9lk9uWaby8hYKYMRAEjaHJMg2tNLASFRNGG2AgBpNMVliIb7TBSRVEiSthAAFEkBgMAlQFH6u1uTsci4tEP0LBWlzl5WemF3s99nnOGWaKOhLyFe7OEuhFmflVx6nfehJbnqh4+RFHu6p70u6CNdyAgVTiaTaL+EIdeHBFkSJrMvj/D8KdpAMiYjTdMZj44a9SFWwxbjyPsyJUsAQBJExm446gFh1OsBUx8DfGuwmw2Vs40JAj4902egCIok0CHFWrcMnhcESbZbTKsXemlq9N9KzUbyujxLb28SMFc4GI09oGMyo0KuiJULPLfPzkLLD263myDAbjbkOGiQpd5e9ltb6Yoix4LtDl+hftynLaLIk6nBxqSJYbmEwZzyTdNotkQ6L4yXVaHlO9dn3zrL+fnprigv8RK4LIayAndRtrk3HMzJceIOOz6TEElOsmvhFb/WEsTcXEt+lglXFjYsMpmoAHN8ljk+S+p6gGOI9QAMZrzIc5pQ3Fe70p+vOQ9MlHHZTF2sJuqmGYzVatW+FmPGkVtmOXVhvVMNk5H8+XdLAEDrq4QZ3rCQZZllB17RJEmSJEmbgk6a1uXhuCRFpeykNi5CcK1MELiWMRjMVKNyvhsXQkZ0G4+KoqjbZhS53On2M00/g2JchIzGsHC5srQ71ZAk4XA4tJ+mLBYGALR5HA4HRVFar2yXy5X6gXA0QtCWAOmM0Rt/HIUoynRtph6PW/sxz2CgaDpbW0EGgw1SP/hlZ2cTRMoHeK/Xo/VFGJ2QrKzpuowsy1JXV7eu02pTUC9NJBLaVhcKhbWPL0njIGQItz6dm7ooitoUUZQEXspiKELiw+Gw1aCQJgLEZBZDSYoiK4TMc04zySViNvqSNCHJZTGkwMUNimA3U6Ik8xJYadICYATRoEhZDKVIUm9vn5TkshiKS8TCYV63+dWlLm81/7/1K9LTW/tG/vnfcTkkZYCsJTfaTeVXWpsFHkfGdJbl0Md7dSwWBEH7OJIkBYMpzpK6FFmWFUXm+bEK0boBTi9EUezs7NI1cm0KauTxeDx1fA5pG/m4CEnfuldF60WuKLIkSdoUNLmiNyX1dpFIRNewxy5k0Cg5j1s7tNI07fF4tJnR4ro2RZcBAHJyfGMXcqXtkJCn6jypPpYyWqNpohRTfd9SNVRPrFC1VRRFW6OyrCB7Sztw6GZcSZJ1W0+OQojqT5RehlO8liORfm1wnSzLgiCom02plp/RqHWGSBqNRm0RsSyn9Z8YnRBZli0Wy3QsQ6zhNa9hZ0+s4UTrlUowGsicrAk54bZ8boHJaMC1/K3S8NoxLLCGWEOsIdYQa4g1xBpOccOCJADQf7+vrX1m0yYC4JlNm04HAmr61fpP+yTov8EUOx0IIM2H+G8iHipdw8nXYXw1HN1/6LlGUgtXS0MCYPGiRVO5DKd+LY+jhqNrKlerDH9fW/v72tqxdI1hs11sbc2YTXtrrYbpYoe+UU84fDoQ4Fh2HB9tFO1wiHpXNRl1Px21huNyx/EqyaHLcNQdZxxLdYQMrP2uXr168+bNALB582a/3w8AmzZtCgQC6NdFixYBZmyoBZtObW1tbW3t9HoctUkM8VxTR8mrIjMQCGzatAm3fNzlh+jgL7744ttvv71nz56//du/ZVl2jDdKp76+/rnnnjt48OATTzzR2tp6FUvD7/ejKWYIDh8+fI21gUkbBEY31mln+XFkwLAIh8MNDQ0A0NDQgP5ubm7es2dPOBxGXULtGA0NDbW1tcgdLBAIHDt2rL6+XusdNtGEw+H6+npVB8SxY8dqa2vVnsOybH19fX19/aj76hWBCq22thaVodqktCkoDypJbeZAIHDkyJEjR45MRAVnbOi1tbWBQEC9u3pftYpbW1tra2vV0kN5tPWubRLqc2krSFcUIy9GpJuqDxJ17Nix9ArVFW96iq7djlornQmolakWJmqBx44dU9tnOBzes2dPc3PzGO84ug7S0NDQ0NAQuIyuftWi0P46+QOutq51A0t9fT3qy2iEmXz11Pam3bdRN/TpOoVasGorRV1D28Fra2vRT6iRBAKB1tbWp556av369U6ns6WlZbBb60gkEuhGQ48taOb41a9+tXbt2jVr1hw6dGiE8serANXx5NixY+oUk7HzapsoypneQiYINNxpm5l2IGptbVUfBFUfqrXB5hfto43XIID00cYZ6FqabkAerOhQpagtVjvLT5RhEQqF6urqAKCuri4UChUXF7tcrlmzZlkslrKyMgBA/3/xxRePHz9eWlpaVVUVDoebmpp+/etf+3w+i8UyaR3+kUcesVqtVqv1kUceQYlHjx7t7u72+XxPP/10OBxmWfaJJ55AP23cuHEStKqrq3vuuefKyso+++yzmpoaNDK+/PLL2hRUsACwZcuWDz74oKys7N13321oaPB4PAUFBQUFBR6PZxJG8w0bNpSWljY1NW3YsAEAmpqampqa0K9btmxBeZ5++unS0tKzZ89u3boV5Xn++edRmVdVVamNAf1ffS61lz7yyCOlpaXHjx9HDz5CampqUNN6+eWXUSffsmXLvn37SktLq6urX3jhBZ/Pd/bs2bfeeitj8aanaJUEAG2Zj7oAtTLVOyKFi4qKfv3rX7Ms+8YbbwCAxWKZNWuWy+UqLi6e5EkxFAqhyvV4POn1q/YgAHj++efVXyeTo0ePNjc3l5aWbtiwAQ1quoHF5/Nt27aNZdnnn39+EvpFOi+88EJXV5fP5/v888/VpQXd0KfrFOFwuKqqqrS0NB6Po2EHdQ1tB0cWBno1P3v2rN/v/+1vf4vkNzc3oydNv3U67733XllZ2RdffDH02IJuxDAMAHR2dvp8vhHKHzsMw9TU1KDK3b17dzweV6eY9K6qgppoKBTavHmzroVMHB9//HFpaembb76Jhh21olG/Liws3L17dyAQqK+vP3PmDMMwTU1NP/nJT3w+n1rR2vUh7aONyyBQW1tbV1eHZOrGWFUB7bi0YcOGPXv2aAdSdepE06LP50NtWDvLT5RhoaOwsNDpdJaUlDAMgxbZ/H5/a2vrzp0777nnHovFsmDBArRstWbNmvLyctR2J4fXXntt2bJllZWVwWAQGWULFy6srKxEifv27du/f7/L5SopKSkpKent7Z2cBcAnn3zS7/dXVVWhybimpuYXv/iFNkXL2rVr/X7/8uXLu7u73W53bm5ubm6u9kCHCWLPnj0bNmwoLy9fvXr1YHk8Hs/WrVvLy8vvueeenTt3okRUy5WVlajA1SaRfvnbb7+9cuVKi8Vy6623vvPOOyPXraOjIzc397rrrvvFL35RVFSEElevXl1eXv7QQw9VVFQglVDvSi/e9BSdkmqZnzt3bizLuer/X3rppZUrVwLA8uXLP/roI7fbvXbt2o0bN7a2tlZWVjIMU1JS4nQ6CwsLJ39eRN0hY4s6deqU2l9KSkquynIFUqC8vHzhwoUtLS3pA0t5ebnD4di4cWNlZeXkF2A4HD569OjatWvLy8uXL1+OhvLBhj61U6DwYI/Hs3r16ieffFKVpu3gK1asQA149+7dt956q5rnlVdeqaysdLvd6bfOCGrMw44t2lfekydPLlu2bITyx6sRooL67LPPKioqtK8QQ4yN6S1k2GNQxggqjccff/y9994Lh8PHjx9fv369mgIATz311PPPP19TU6O+r65bt04dRbULA7pHG5dBYNeuXT/96U/9fv+qVatQyu7duzdt2qRVQDfW6fRHHDlyZOnSpdqJUjvLT5JhMdj6m9/vR+9Ac+bMuVqj0rZt21555ZWM3yzRNhjxeNzpdCI916xZM2mrKchOV9cG0LA+mSbXsLS1tQ1ba4lE4rnnnqupqdmzZ88obtHf348WOc6fP79u3bqRX4he+zZu3Pib3/wmY7WqBZuxeEde4OO1uBoMBuPxOHrjX7p0KQDccccdjY2NyNqYspw/f147yk8FfTIOLPfdd19jY+Pdd989+SqFQqGFCxde6dBXWFj47LPPvv322w8//HBzc3NGyRUVFZ988klra2tvb295ebk667e1ta1duzbjrUcy2gy71P/qq6/+6le/ulL5Y+T+++/fvXv3sWPHli5dqlV1ao6NaJoIhUJq5aoTR2FhocvlWrBgQbqlrtvgYSIeLRAI6OyStrY29QCpIXaY0E183d3dubm56SPqRHBlW3p7PJ6enp4VK1aopTb566h1dXUFBQXr169X180AQD1HMRaL2Ww2tOI3xEv5RIDeV8LhMKpyv9+PDEk1ZSpQUFDQ3NysW2nQfWrdtm3bgw8+uGzZskAgsH379lHcIjc3dxSFX1dXt2LFitWrV9fU1Ozbt29oCenFO/kF7vf7y8rKtIW5c+fOxx57rKam5o477pg6g6auftGq7yT3jisdWADgzTffrKqq2rZt27AefxOhz9GjR6906AsEAolE4qmnnmJZ9vbbb6+srMxoCqxcuXLbtm3qr8eOHXv33XfRrJ/x1kOMNiNxIAuHw08//fQvf/lLpPkI5Y8LaIp97733fvjDHw7dea8uLMsyDKMuOB09ehSlBINBh8OB6sjpdLa2tqprA2qfam5u1s7fE/Fo6FuB1rYoKChoampCmugU0D6Rqj/C5/PV1dWhjt/Z2Tlr1qyrY1g4HI7333//iSeecLvdXq+3pqZm7dq169ate+GFFyoqKvbu3fuLX/xi8htBWVnZ66+/npubu3fvXu2Y/sorr9hstnfeeae2tpZhmLq6OpQSCAQmZ2B68803ly9fvmvXLvSa/uyzzz7//PNr1qzZtWvXsF7BVqt19+7dullqIli5cuXTTz/d1dXV0XHpKPY777wTLRV0dHSgu1dUVLz77rvnzp0b+s1ebRK69B/96EfPPfdcLBZDRl56hiHYuHHj8uXL6+vrn3322aFzphdvxgIfTMmxoMr8+c9//vLLLy9fvvzMmTNLly71er319fU7duzIzc3dunXrU089ZbFYjh492tDQsGzZsqs1aKbXL3pRfuWVVwDg6NGjU2H1wu126waWffv2XX/99WvXrt20aVN9fX3GSXpC9Vm5cuWmTZvQPFFRUZGuYUZzpKqqqrKysqOj44EHHhisg99zzz0PP/zwT3/6UzTrV1dXP/TQQ8j5AGXQ3Tqjhh999NH58+f37t1bXV099LM899xzCxYsOHTo0KFDh3w+37Jly0Yif7x48MEHX331VXVtZrDOexXxer1vvfVWbm7u66+//tJLL7nd7g0bNmzcuPHmm2+ur6//5S9/ybJsdXX17373u1Ao9PzzzyMPKuTOGQgESkpKCgsLkVdsxkcb+yDws5/97Omnn16zZs2ZM2dQyqOPPvrEE0/EYrFAILB06VJkc2jHuq1bt+bl5b3zzjsvvfSSKmfZsmWfffbZiy++aLfbT548+eijj+pm+fEsVuUyp06dqq6uVhSlpaUlkUioiejvRCJx6tQplBgKhdT0UCgUCoWUSUFVTFUApSQSCaSGqpWaX9VZ+1ATQXV19alTp06dOtXS0qImokJTy0fVQVuS2l8npySRVolEoqKiQpeiKq8WHfq/Vk9VebVJqLWgfXZdUYwQXSWmF5S2HeqKd4gUnahRKJZegOl31NbgON5udBqmt8P0CgqFQtXV1UePHr2K6mkLTVv72pFn8gtQ1Q217YwaZuwUupavHXbUJw2FQn/zN3+jrRoV7Wigu7VOscFulN5ltPK1+YeQP0F1rftb+7xabdNbyIQO3Ui+btzQVbROmV27du3atUs7v2gbQ0ZpY2zDSB+16jOOseq4VFFRodNB2z61autm+XGEQPtkh8PhN954Y86cOVNqgXQasWnTJuQzNY10XrRo0bUXNY4ZCfX19cin/dVXX926deskeA1jEK2trW+//fbSpUuv4iIWZowg974pO1dOhYGd+sd//EfU3M1m83e+8x2j0YjbzSgwmUzFxcWT6SU6djwez7x583DdfTuba1NTUzwe/9nPfoatisnkxIkTRUVF2KqY1pAk6fP5rkoU9HQZ2All+h7WicFgMBgMZqrZXrgIMBgMBoPBYMMCg8FgMBgMNiwwGAwGg8FgwwKDwWAwGAwGGxYYDAaDwWCwYYHBYDAYDAYbFhgMBoPBYLBhgcFgMBgMBoMNCwwGg8FgMNiwwGAwGAwGgw0LDAaDwWAwGGxYYDAYDAaDwYYFBoPBYDAYbFhgMBgMBoPBhgUGg8FgMBgMNiwwGAwGg8FgwwKDwWAwGAw2LDAYDAaDwWCwYYHBYDAYDAYbFhgMBoPBYLBhgcFgMBgMBhsWGAwGg8FgMNiwwGAwGAwGgw0LDAaDwWAw2LDAYK4ZNm3atGjRokAgMN0fpLa2dtGiRZs2bRr5U9fW1g6WYdGiRddGsWAwmEnGoA5JW7ZsSf+5srJy8+bNuJgw09doqK+vH+xX3Lwxg5loaDysrq5evXq17tdwOFxZWYn+Pnz4MC4uDCazYYHwer0LFy7Upvj9flxGmOmLtgEfPXo0GAz6/f6SkpJrsnmvXr06fRbEjIVdu3alF+m+fftwyWAwIzUsFi5ciF/gMNcSa9euVf9Gqxdr1qzBsy9mhAQCgUAgoDNAd+3ahUsGgxmpYTFE72pqaiorK/N4PPv27SsrK/P7/Q0NDd3d3XfeeWcoFGpqarrzzjvdbjcAtLa2Hjp0CF2Icqpy0Afd1atXo2vx+I6ZarNIU1MTAPh8vmXLlqHEcDi8b98+n89XUVGxf/9+q9Wq/nTs2LHz588DgNVqveOOOxiGUUWxLHvkyJHu7m6dNC3ocu2vLMvW1dUBgNqb0N3Rr6WlpeXl5UNohfTX3Q71NaTkokWLkNhhnzoj4XD48OHD8Xg8vWuP5EbTlD179mifFJkaXq83GAwOVpIAsHjx4sLCQm1llZWVFRUVoVaBKk7bYDCYb51h0dTUtGXLlscee2z37t3BYLC6utrv99fV1dXX18disa1bt6KBxu12p/tqPPbYY+vXr0d/o5/US7BhgZlS88f27dvVf6ruF6FQaMuWLZWVle+++25jY2NlZSWafXXeG16v97XXXkNzSTgcrqqq0ro9Llmy5Fe/+pVuIonH41u2bPH7/ep0furUKZSCukZDQ8OGDRsy9qaMWqF+qmrIsuzGjRsbGxszKol4/fXXtROktremm0HV1dUZM4/kRtORysrKo0eP7t69+9FHH1Xrbs+ePQDw0EMPoUFM5ZVXXtG2HwB46aWXUEWgylqyZAkAqKWUsUlgMNcGKVEhzc3NtRoaGhq0v27fvv2uu+6qrq5evHixmrh169aqqqrq6uqioqJAIIBMh82bN+/YseOll17yer3bt2/XyXnnnXeqq6vxNxfMlOLkyZOvv/76jh07UMusr69vbW1Vf0U2RHV19Q9/+EMAqK2tra+v9/v96JLHHnssGAxu27YNZf7Nb34TCAQqKyt37NixY8eOJUuWNDY2oqUILcuWLfN6vYFAQL3RgQMH0HyGrBNkVai9CfVBbW/SaaXjrbfeamxsXLJkCVKjsrIyGAw+/fTTumzap96+fXvGMBCWZZFVUVVVtWPHjtdffx11bZR5586d2huh0ki/0XTkoYceCgaDR44cUcth+/btXq/3lltu0a3WoHRUmFVVVQCwYcOGcDis5mlsbCwsLFQHxsbGRp1pgsFcmysWqmWgGuzapdElS5Y89dRTuuurqqrUz9jvv/8+SkEjo9/vX7du3ZYtW1599VWtnC1btqgruhjMFOHJJ59EK95+v3/37t2NjY2HDh3SvnNr3y9ff/11APj5z3+OWrLH49m+fXt9ff3mzZtbW1vRfP/MM8+g/A8++GBjY+ORI0fSl+hWrly5ffv2jz/+GHWi3bt3A8Ddd9+Nfq2urlbtDL/fX1lZWV9fjz43ZNRKx4IFC6qrq9VvFmvXrq2vr9fZDevWrUOP4Pf7v/jii507d+pW/hH79+8PBoNLlixROzvSvKmpye/3d3R0AMDNN9+MLiwqKsrNzb02WsXdd9+9devWuro6NIIhC+Ohhx7SZfN6vdXV1T6fTy1MZDSEQiHtJyE0fvr9/pdeeunhhx/euXNnVVUVXrTAXOOGxZIlS5588kn1nxaLRfur0+lMv95ms6l/79y5EwC0tnxZWRmyV7SX6MRiMFONjE1dnQACgQD6InDixAnkY6E1zdFXdq/Xqy5RdHZ2otWF9FW6e+65B1kka9euRWL9fj+yZtxu9+rVq8PhsCqzubl5CK3SQXNhIBBA3g9IjSGYM2cOALS1taX/tH//fvSHuu8Fyoaspfvuu2/nzp3vvPMOANxwww1FRUXXzFfOwsLCJUuW1NfX//3f/73b7X733XcB4P777w+FQtpsfr/f7/e3traqbjdDo5puLS0tOPIOc40bFk6nc3xbOe4zmGuYIZayg8Fgxo1h0juI3+8PBALhcPjgwYOgCWNhWXbr1q3IWB8d6V4RQ4NeA4agsbFR60ihUl5evmPHjpqaGrVAKisrf/rTn053HwsEWnDat2/fnXfeib74uN1unWHR2tr64osvZiycwUAfyHAnwlz7hsUYQZ7SiURC+wKHixhzrfLpp5+mLxig1YUlS5b89re/HYmQysrKQCBw+PBh9AFl0aJFKL2urm7nzp1oUR0tpw+92ZcO1StC3eIpEAg8/PDDQ1yScUVEi/a7Z7qFtHnz5meeeebUqVMfffTRzp07m5ubd+zYcQ3UckVFBQDs2rUrFoshOyM9z7Zt2xobGx944AH104Zaj4Nx9uxZ3IMw1yrjuaX3XXfdBZcd0HSDLC5ozDWD3+/3er1w+Yu7DuTa3NjYqHXcG4L7778fAGpqapC/p/pJHglfs2aNmhKJREauZEtLC1qrUL9KaC3+IaY6h8OR/tMdd9wBl31F09m0adOmTZtaW1sZhikvL0eeBCgs8xqoboZhHnvssUAg8M4773i9XmRn6EAls2rVKmRVsCw7tEz1a5rH48EdCnONr1igqBBtyrCh7VpWrVq1c+fO7du35+bmlpWVoeA3AHj88cdxQWOuJZBX8ubNmzds2FBSUpJIJJA9vX79+sLCQuRl+dxzzz344INoGa+urm7FihUZu5Lb7VZXxVesWKGmFxQUoBfl0tJSAHjvvfeuaOVcnbFqampuueWWpqYm5HCq4/XXX7darSUlJU1NTShactWqVRkNCxTA8uKLL953330Wi6W5uRl9+3C73QUFBdu3b49EIo8//rjFYkFO3F6v95r5EopcYYLB4GOPPZbRqQV9z6qpqVm7dm0wGHz11VczynnxxRdXrVqVSCTefPNNANDakRjMNWtY6KJCIC0wZNg3uZdeemnDhg1aIdXV1TgGBHONsXr16s7Ozu3bt2tP/FLPj3jmmWcikYjOIyHjmy5i5cqVKKc2z8qVK3fv3h0IBNatWwcAS5YseeCBB3bu3HnmzJmRaOh2ux977LHt27erfg/V1dWoY7a2tqreDw899JD2ER577LGM1gDDMK+99tpPfvKTnTt3qm4fXq+3paXF7XY/+uijJ0+e1D6v1+sd4Vlo02WNCpkO99xzT8YMP/vZzzZs2FBfX4+WLh577DE0nDY3N2vLs7W1Vf0a5fV6f/rTn+KuhLkmIRRFAYBwOKxzR0JYLJbCwkL0K/pb20kSiYTH49EZ3er2fOkb8KGl0aKiIhxhhZl8BmuxKF3bLLU5WZZtaWmBTJ7Ira2tJ0+eRE39+uuv1/kqane0nDdv3hDvpugWuv6F0vfv3x+Px9FGjS0tLerGmhm1Su+nqg5oI0i0Hom29VR3v1W3ytVuFpmxt7Ise+rUKRT1UFpaet1112k7svZ5p/u2kukliZqEWtrp5a/ukYo2SEXFi2J9Ve+WTz/9FO+8ifkWGRYYDAaDmQhUwwIfhYr5lkDiIsBgMBgMBoMNCwwGg8FgMFMO/CkEg8FgMBjMuIFXLDAYDAaDwYwbhim7XkFc/gNr+G3QcEJQ5Kn62OS0aTl8ZIpqSDsnpMl8O3sKBjO+hgUuAsw1C4EX5DAYDOYqGRaJRILQjMKSJJEkoU0RRcFgMGqv1KUoiizLCkVRYxRC0yaDgUpXlOd5khwQJcsyQRAEQWhvp717eoqiKIqijF0IRVFaIdqcWlGKomj/OZIU5O8ydiG6R1Dp7u7W/iQIIkVRJDlwbTLJm0y09hJdiiTJsiwbjYYxCnE6HSaTaXKaeHdXuy8nX9vGQt2dXk1KPNoDAFZ7tpoS7Gr3+HK1Tbej/WJe/owxCon0djtdvnQN//k/P917ZPhtr+YWeU+36E8Uy7ZbeqIpe3UX5WS1dPXpshXluFq6elMudFh6+vWbfD/4nfKH7k3dzo4gAODkhZAsD/8yr6S9WCsKECN715ZkhSKHzzq7wGWmJ/x1iGW51IFCIklS+3CiKBoMhtShLCVFUWRFUUiSGqMQmqYzjjYYzDQwLDguabNZB0bJeIxhGINhoEH39cV0O/zoUjhOEATBbreNUQhJihkNi1gsrtWwv7+fYRijccAo6enp0QnXpXBcUqfh6ITQNG02Z5gU+/oi2hPhY7Go2WzWmk29vT0uV7b2El0Kz/OCIFit1jEKMZlMGTU0m83akyB6e3utVitND0z5XV1dusfXpbAsx/O80zlWIZO0sqvIACAriu6biAIpX0ninPh1F98djycE2clQOXaDzyx7UvPICgwtRNHccbAUWb6syXRaSiEA4P/++2cJTki1VBwtXf1688XnaOnuT7V7zD1RTpdtzozsMxd7hr3xnILsM236bC/9zb2leVkT/cyJRCK1L8d03TAS6dN1Q11Kpr48GiEARMa+jMFMA8PCYKC0cwNFUUajUZtCkqT2n+kpkiQrijJ2IcQgLzhTX0Oj0cAwZo0JwppMJu21/f2UNkPGFAAYuxCCwB9k9VPjYG/Yu4911Df185L+dXyWh7vLb79ltpeYFE0wU4oR9uVTnXFeVC6/V0hZsqhmMJFKrtWI+zLmW21YYDDfNjp6+l7dH+6ICA4zuXyuZWGxzW4mWV45G0p+fi76TYg/Gwr//ljfvfPsd88b5qSoSLT/0zOxb4J8LxuWFXAy5GyvabZL8fquZbPsKllOxNSxz17b3xaKaRdyBlZrbpxhfeKWbNzLMNiwwGCufWSRByC+aun5l4YQJ8h3zbXdN5dhaMpmz0IZCr1wvRtEkv7km0TDN7H/ONL3303RRQWGv3BEHTa7Vogii00X+z8+Hf2qnUUeCA4zJStKZ78Q6EoCwOKWlocWZ9uttulsV4xxFifG+VKCAPwSj8FgwwIzRVAURZZl3T/TU4a4RJblcREyWf5oBADwgtjZ2Tlwd0U50MzWn+EpgnhggWVBniHJcUkOYvEBV4AkLxiN8vISanGe/cCF5Oet/Mdnk/vOtZVkG2a5DQ4TKchKZ0Q8E470sjIA5Duo8nzj9T6DgzEAQFJUAkFh3znu0IXEmW7u0UW2bAsJl5a1p92kSFzVxYmrdWsMBjNmwyIajbEsq6byvMBxKX7RHJfs6urSXqlLQfECHKcXIgPxeUsSpYiCaGhO8eSyGySAFCFOp1MXUzDRGl6pkME07O+PxmJx9Z+iKCYSrPYTqSDw7e0d2kt0KWjajseHEnKxlzsfbi3KMgwhxOVyZdQwFotzHKd9/GQyqX38ZJIPBlPiDnQpqAyTyWGEnGzuPNGenOOlC7MMGYUMVobjbUiJAEAbjTk+j2ri/PufOxvO8nYz9Td3+mbm2AAgHo8BgFWzrhAMht1uF0mSOQCzi+CBZPKj48FTIflsKHkuPPAdnTGSS2fZ7vI7ij1WnZCiAliQHz7QKv53U3/NscQz38u3mk2RSASpRBApsVE2xjSn0KtNkSSZovS2l5k26LIBAEkS7iyrNsVEU3NofTaTkdJdS5GE22nVZaONFB4TRz7aSJI0mASBF6LR6MSNNhjMNDAs7HbbsPECOTk52it1KYPFC4hA1dUHHIzBSBGSJFHUwJtrjJNmug3fqUgRMti77MRpqBOimLM6I7w/18rQZEYhg2nocNgnQcN/PXymK5b85x9fN4SQq16GvUnLx9/0ebOdi3Kyr0jDCYUX+Ff3dTe1s3kOquqePLd9pIdWm02mRTPo7y/2JbhkWx/fm5AkSTYTwk2zfEP41pEEfL/cKwPxYVPkPw/3PLosb7CcMTZ5pjU4rBpzi7zp2cY33LTCPyPj8kCxz5kUUyZRi8VynUNvvlBifGZ+Ss0aKDLLbk6zkIwz8126RFlWyNRwU4vFet0cfTaCNE7CioXNZrXb7eo/+/r6LBaLtpF3d3d7vV6SigBk3oTNaDTYbDaHY3gh2qt0KSzL6eJRMZjpZFhMNOvuLPDnWnUTzFsN7X3RxFQrkUPn+3d/EfyH788szDbj9nHNIIriy3u7Al3c9XnmB25gUq2KDBOVIolA6t8ULWbTnFwTAEgC39MX1VoV/azUHROVkGwzkzOyaLOJRkJWlbu/7uAaz8VWzGenZXsiCAC40B3RhZuWzjB1xlhdXp+Zu9CZar7YmZ6oPtucGe5z7b3D3nneLMeFMJtmr5GT4GNBEITW9kX/TE8hhhYxMiFD3BfvYIHBhgUGM+VmRfWPtz8PBbq4RcXWR2/z9kX6tcbE+RD/yZnY+Z4uAqAwm759jqPQiiZUIlUSkTLdEgBARBLJhjP9hy7E2/v4gRd3krip0HJnqSHbRZCk4f4FWa980rX/TPS+OSbsH/BtAZ/tiMGGBQZzDXOmM9bwTbQwm350qY/UDPmyLL1/LPxhUx8A5DmNAERTO9vUzs7PpX9yp40asnMkeGXXke69pyKCpNAG4vpc04wsY5bNFOWkpnb2yIX4iYvEz+40l82gbyxymI3BpvbEfXOm405HONx0VE0uyB67mHBEiFKP2WUx4j6IwYYF5tqE5/l4fODbkyAILMsJwoA3oiRJ2gzpKTzPi6I4rBCOS2pvly7EbJ6UzwKKDAA8L9Z+2Q0AK+bSwVCPooAoiu2dXXFeee944nyP6GLIv5hnnuUxAkA4YXr/q8RXnfxbDZ1/WcZodBbaOwe86k50CHWn2ISgOM3ksrnmBXlGA6EAAEWJAHBLvvnLdvKPJ9lt+7t/emvCxZAzHOQ3YSHOiVlT9lw0zLiS4OXtB8MA4Zle5vbZWdfnW2VetlpxwWC+TYbFxMVc8BIBAL29vV1ETHcJx7KSJE+pmAtB4KNRCQCCwRDFUXAlMReTo6Esy4qsaK8auYayLIuiqP2nJImpGRRthvQUSZKGFcIJ8qELUQD4sjV+Y77ZZiLThUxmE08q1LmwOMdnXjQnF9093Nd/NkLtPByOJaUbZ1gfuMnGGEm7zQoA+QD+QnnzBy3H2vh753tn+y7ZFu1dwfwcLwAkRanmQPBQc8JIEQ9UuO++zmkgSQCIxuIAYL+863x+DpBk567jsT+3Kutu9+a45G/CUVGZhp/Mp9qmEZOyj8UI+/JIWvK5IHsuyFIEUCSxYm4/QRALC2hWUBQAhhTb2ztivNwZlaJJZZbbgFJG0pcxmGlgWExoVAhAj8vlysnRO2+aGYkTE1Mq5qKrq8tuJwE4r9eTn22GqRcVQpIxglTy8/OGEDKYhrqzQmRZ0gnnOFZ79/SUdA3ThbzW0HUmKADA+XDy9T+Hn/3+zHQhk+SVRhAAcCYkKACLSu3on629/I7GyIVe0WQg/2qR557rXZemkMvTBm2kVpZZXzsQ2RuIzM5RD4wggCCCUf6VTzraevlZXvOqMrO/KFs/AWvmnoUzTAda+C9a44KsSDIAih/INCmaaEOe265NISlq2dLb9NVnUMor9JcfPnTIRKfEiDImWicNAHwlc+2FKcuTNEXkpW1kbvekn0VOAABDG9EJeRoNCbtVv+xkICVL6o7URhPN8EJatRCMKW2tNP0EM5DM6blkZRI+hYywL1NUdLCoEP2TKCBJyh++TgDA0U4pykm9CWFmttHKwIm2mFrQM93GHy72eO1Gn52Gqxc/hcGMj2Ex0fz2T60kCYqsEOSANzgvKg4T9mW7puiNC8iquPSi35c8G2QdV+/1FgAu9okAMMfHABD/c7Jn15GwrCjlRbYfLfZmW426zIhil8FjM5xsT2gT23qT/++jtlhSutuftbo8q78/mmmGS0mZ5TW19/HhuBhhJQCwmqiMk2KSFzvC0ZT52GhM6KdjsJnpBKtP7YsmwpF4yrUGSicNAHyzDKF4yuu102KIJPQv3AqReR8LlhfYZMq6FGO2MPYCXTYxGlRMKRIIA8EmI/q7KIpOWkbEJNcbCqVZFjdN9z7S0nNpG5hzPQKAoLWszoaFFz9sLso2v7BqFh5MMN9SwyKelP7ry0uB9aIoyZJEmwY+pfsYean/0sqwgzGYjKQoiAbNidu9cYHC5vh0418bw00dF1/6sd9CZ5iE0kPwCOIqe8j3sDIBkOukPzge/sMXYSdDrZpvXTovd+irCrLoLy8mkqJkMlAA0MfK2/e3xZLSQzd7777Opfv6MxgJXgYAA0leCHM+u5GmpqEZfWmJhRjSghratBtp6kivxVt6YzDXsGHBCfKekz3FbrPJSMqSLCuKwSCrr3fX+eil/ks51y7Nu1r7WHzZGv3sTB9c9gIxGgfen27KMyyaNYX8qf55T7vdRPzNvY7p256cjGFeDv1116XYyyK3eaaHCQajV2/BAuJJxWamWnv5P34R9tiMf39vnpJMpExal75ipFyJbCFRBhMBsqK8dzzez0k/utl79zwXXLKUiKGFCBKc6mDtZqqjn0/w8i0zHVcwH08ly2Lq6YMNCwxmOhgWgiCy7MA+zaIoJpNJSRr4fChJkjYDShG5JAD8aJGnIIvmeV4QBOtlv+c3GroURUomk4JCAQCf5FmW0gmRRElRFG0Kz/MmU+aQvNFpyLJce0/ii5bME1uBzZYuRBBkAEgmeeTMqhM7ERqq/2yP8C6GHFoIKAookFKMI9YwHk8IwsDSK8clBUHUbh3N83w4HNZeoksRRQm9rPf29LJGIqOQVdebTAbyizZulof+8SJ7b29PuhDttoYTPSkmRZkioPbzDgXg+9ebkrGIKErtHd2aApRZQTnf2e9iLj2HIIhdkaTJQPT1hCMAh1uTFyPSgjx6XpaALlQUJV0IAESjA18l9pxOxHl5Wan5j0e6AMDvkpJJAZ8VMi0MC1GUeJ5PHRZSPkLJsszzvM7vZLxQFAXdXRAErWMHBjPNDAtJEtM7kixrI/4VbQaUIgqXWj/PgyAIkjTQG2VZlklFEARelgBAEEWe53VCZFlSFNCmDNGRRFHQhpwIgkgQydRYg5SYFDVl0QzjjXk5ACAK0n98ETkTFJ6+12c2EgAg8nwyqRciisiw4DhOShcrCKLRaBxfDVNGFEUZWogCigIpeUauoclkstms2rsxDKPNzPO8bsrXpXBckiSjAGCz2dCW5xmF3DzL9kVbx01Fjpxs5yBCJu8QMiNF8DJxtkcszDYvmTdDFMXe3ojX60YLD3/+JlJ/ItTZLwCA2UiuvNFzb1l2d3c4HI8XZpsL8nIB4OCBszRF/O87i22XHQi0QhDRWAwA7LZLZ4V89k2kobnPbTXOznc1nO+4sdC2cG5BX1/kGjIsRpiZmAB9JrwMk8mkogkMTiZ5WVa01rMoitFoVJ4Yw0KSpWg0iuwbvKU3ZhobFunxAmd74bX9F1MzD3xE+Kubc29wGxirHaDTZrM6nWZdvIDRGKEU0WaziUABgNVqcTqtuugAIx0jk+II4wUYhtFqCNBrtVo5ieyIXDrhrDcWdxkHjBKPjaZp3uVyaYXThjiAkOt1If+AdGdvnucZhgSIORwOl8uMUnRCrkhDnXCtqPQUgugiSTI1j14IQYQIQtHmGbmGBgOlFUVRlNFoTA05IXWGnS5FkmQAEgCMtJGmqcGEoNGQMhhQeroQYpI+kxMAQJEEy8mipBS7zZppiYglpX/55GKgM2EgibI8JttuOnohuvNwtyAp8z2KKCvZNiMA0RFJBqPCgjzapglkiPNyUtSFJ1wSqwD88Vjwg+Mhxkg8dLN3+2ddtIH8q8W5l2+dKSrESKVFhRjsZr0LC0kS6YnZThttSKluM21MjwqhScVrT6lZk4Gk01ycqPRdqieipogx5JuUcFOr1TJ0VIgoim63myLDAOMfO60A5Xa7AUeFYKa7YTEY65cXoj/6+vqysrLQ3//+5/Ypov1XbbF/bdAq06/+tfIm7815U6WU+1nxtX0Xi53wQM6Ubg3//XX8QN3JIc5J+ehk36kuFgD+5ZOLP7lzhtU0tQ/DJAgAsNJkR78IAGaaujQtESDK8PKfWs+H2BsL7asWOBxmym63rbxJ3PJf5/7ry1DJ7a4BW69fAIAZTgOS9lVbbNfhrrbeJAFQXsz/72X5ZiOpzoKCDP/a0HbofL/bZnx4of0Px3sSvPTXS/O9Dvryy3amqBBBSo8KiXL6GYsxkumJPZHYyKJCiGA0ZcXRaTFEEmLau3LmV/CZ+dl86iFkVpMhO62RSHZvjjc7JUVMOoycLpuZNswt0h9g5skpInWGjsjTTJq/EXHtT7QdkWRTe7wsH2+nhblGDYubii69+nSZEjk5l/7+j8+nSt8uzDavvOnSCPXn0z2Ugbpl5qVA/Lm5FoDYFNFTkJTTnQkrZZrWbeXExdgHJ3rQ31+3x//j887Hbi+Y+mo7zJeaa5wbmEc/agqfD7GLSx2P3zEjHrvUTrIshu8t8L7d2HE2xBsooicmAECClwCANhAA0HC6r+bP7SQBZfnWvnjy6IV+hib/emm+Wsuv/U9LoDM+08usX15Y+3nrhTB3y0zn0jlZ032YONfek+BS7JL5Fme8R28x+Bx0mEsxTYwycbpFfyLrnELPmVZ9HCntmwepdo6dJM51h9LsikmyZQNdic0fnB8yS2ji7v7hVyFsWGCuWcNi3PrJifCfv4lwLGtmBt57vulKeCxjNSzUd+tPA2GQFdXOAICurhiu4HHkVEfKm/GZrsS0UDuLIQGAIojO/ssOQArsOdnD0OT/ui1ft/Z/wwwbADT3CAVZpuYwG+OkpIhCRqEzkny7scNqojbcV1zgNIR7en/bEDl6oV81LHYd6wl0xheXOh5dVvBVW+zP59kcB/3IrXm45UxH5viYomxzS5rxNDl81R5PoE2LMZjpa1iwLKvdnpZluURCBoDe3kv7WfG8oP4tyzKbSPB2iIsRAPi/fzyXUbTXSvX390tAXp9rViQxEhMlSUpKnCYDmWtVVLEAIAii7bL7m450DSVJoqiB1xdFAVmWtdK0OiPhSEJfX1/SSGqFNIf5tw72ICFoNfjF/z6PppyKAvr7mm+ro9MQ7USkUy9dQ0VRdHnSH3OGg8yyGIZ+zME0HHajYklM2c4cUvcLp+WkVprNqLS3d2Tc7dggiN/1W1xUor09CVey6fiEGBYmBQDsZqIlxLZcbKcI6IjwUU68KZ/uCXbB5S3GkbscsiGCMeHGfNOFMLz80dk4rwBAtln+/eetoqz84DqzMdnb1aXwgsjyIk0CerSWXv7QhXiB0/DdWdSFix01n/UbSFhTZgoHB3asp/C2LdMEjuMUBR6pyPp/H3clxauwDYskK/9zonNpsdmKzxfBTF/DwmiktS1YkiSaVgBATeQ4Tv2bIAiapg0GyWBmAGBODsMYSUmSFUVWfZibw5yFJlG8wPrll+a5cDiMnJJUwuGw9r5DxAsYDEazmdFOiiaTyWAYCEYgCCAIQpuHZVntP0mSR9s3mc0M+i6uCrEwpNtqRA8uyAQryA4zhRzZLDSZJuSKNTRJIio3bYZ0DYEgdHnSH/M7cxmXK3sIIUNoOOxGxdTpcwCCup05pO4XvsInN3Wfbw4nAcBsJB+6rTDfy2Tc7bi4OGf+bNCmjHDT8Ykg12kCYJ0WUx/LRsAxL8fcFu0GSBTlOPPzvQAQjcYAwG6/1ErdtngsKd5fMeNirKOpLQYAd8/LzrbJX3VGfA76O+XFBIAoinVftPdz8nfK3Pn5OQDwX4ELAPC/lhUWepmdh7pivPzdedb5s/K0Xv19fX14xJkWIAfkwmzD3y/Pe+2z7nBcnHwdIpyifaPAYKafYZEeL4DGQzVR69hPEARlMJCkYjDSAPDgLXmF2fqokFf2tlKKOIqgg8HiBYxGA6M5hoDjWJPJpJNGEIQ2T38/xaSeXEAQJACYzSaGprRC/AXm5wqcMMhxHmlCrlhDsySkq5euIZGWJ/0x0x8q02NOyBoqbSD/7p78f/pTW0sP/8zKmT7H9Iiwd1spAECWzBct0Xm5ZgMFACBKmd9EPXa6q5+XZeXv7i262MMZKDLXSf++sVmQlGVzslDJcoK893TCZCQr518ylL/uZLOthplehhPkT071ZFuNt5VY8PgyTaFp2mq1AMA8q+WFVY5f1587G+InWQen1WQ2m3FUCGYaGxYYzIje5AjCbqIAwGaeNu9SNEW4bca+hGg3G75sjT642JttoQCgrTeZMX9htrmpLXaqM7GwhJ6RbQaABC81nOeMFLF0zqVokT9/E4nz8g8W+pyMAQD6WTGelGd7zQBw7EK/ICl3XeeiyJEuoVsZemZ+ykoeRVE3zNDbJRRJ5Dj1O5T03FDOCinnYJko8JTob8GYjUV0yrUUQSDlU4xjCn/WT6sdE/XT29y//iTc1T+ptsXlaCMMBhsWmGlLMMq3RUQ0TV5jj5afZTpxMbZktrPxm8iFHs5Jk26b8ZvuhKJkCP+8ZabzwxOh2iOhfBeT6zS19Sb/9bP2aFJetdCnbiNx+EKUIuCu6y59k+pNiACQxVAA8FVbDAAWFjsg7fCtwYiz/Ln2lA1PTbSRE/THZtrNVDwtMcwRvXFZ97Dt/XqbKZ9U2vtSEjOGm95YmHlHVDNt0O0y6XPSFQv0IaNNLVFT6qYaFNDZviK9eUqJjElvIbW1XNBVRYHHytD6AWqCNrsc1jZdeUP2G591YsMCg8GGBUY/KMuyrPsnSmnt4X79YQuKgPiXTy5W31+CvnToLpFlGR2UIcuyLBM6IRnvklHIJC/wFrjMJy7G8pwmADjZHr91Bnl9vu3T070tYbbYw6RlNt092/LxN4lnf3/WSBGCpADATfn0d2/wqHn6WcluJtHeowDACRIAoDn1fJB1Mgafgw4Gr52Ww/Eim0w9WFXJsOmFrABqQgNTMqGwfNoZqoyilwYAvJjWXIFNSySu0glkCwttamOYHFBzxWCmsWERjcZYdmBbaJ4XolEZABq/vqimnO+59HdSEIM9/ZyV5NgQAITDYVowoCO+1L2lk8kkTSrhcFg7hXBcsqurK2XASk2RJNnpdGaMFxg2okFRFEmStNEH6cEIoigAQGdnl9lAZBSiuwSuJKJhCA37WBkAdOplEK4okiRrU8ZXw1gsznHaU0WEZPKSt+wfvoiqUwInyH880v6X860AkEzyQc0MKUmyKEoAEA6F40ZCJ+Ry1adcklHIYLU8EfA8zygSAHDxGEnAlxciN2abcxkFABoDnUberIsKAYDbCskcm/WLdr6fk7Mt1I35dLFD6ewYKGSalPuSilrsbd0CAICUPHuhPRQT5niM7e0dgiDwvKCtOxwVMl1IHw8NHDfbbfy6e8K/hpAEyAqQBBBcpFeCyewpGMw4GxZ2u00XL2AXACC2/WC/JvNAT+vlKbOZtlmzAXrdbndOmvOmycRTiuh2u3XxAumukSOMFxg2ooEgIhRF5efnDSHcYOABxNzcnMG29J4gDU0xAUCvXrpwkohQFKnNM74apteyKlwiOICBQVOhaCQzXfiCQpjhJfLzctD3+PHVcCKgaXr+TMfvvzqXJMyzfHC2O0HS5qVl7veOB1qjRH5+ni4qBACCweAdBa7lNw2s57W3d2jrJdvOd0bjvpxcA0UAQAffDxBz2ixJox2gb25BVn6+NxgMulwuHBUyHbHZrNrTbfr6+iwWy73zLV/vTTnlgAD40eKceXkWWVZOtYYaLghtfcmx3PfeOZZZea4jLdHV5d48J82yHD4rBDONDYvB+Kubcy+b8FG1p33wZdCriQio+axdc2z6pZ0Z0bHpU+Llg5P6EgJ6b0bfrdt6k+j7JcHLUypKPM9J201XZ6X3pkL71+0Dyy2DfWsHgJuLrdrjXaYFeU4TRRLNIfaGGbYzXYmzIb4wjyrxMGe72QQ/mrMeHGYKAGJJKctiAIA4f+lTSEuYBYASjxmPLNMagiC0ti/656ISZ2UZW9804A3zg4W+713+QGZTYnfNn/EPfzgbigmjvm9zr/C/bs+6bXbWpTcNHBKCuSYNi+9cn335pVPIybn0956TYZfFCCCYjeQ9lzOIoiRLEn151a4w2+xj5KnwhAfPRf7z8xSvq1/VNaM/Vs53VGbbp05l/N09+bojZCeNu+Zlx3npwxMhXlTuLXMvmeW8plo5RRRmm1t6uAduzvnDsWCgm78LYMEM+/kge/RC9MbcK34p1HkShKICAHhshoZzCQAodjNXOI2BzpmRNhrTzwMjgEhPNBkInZcfSWTw+yMJfTYjSWD3wCvl4Vtyb53p3HW0+0RbbF6e9S9vSnFftZqoquWFz39wXhyVK0ax27y2Am+HhfkWGBZDYzVRP7q8pKH7FAKaXTuvLkXZZmT96EwfAMh34uA6ddKCv7jRG+yNHmjmrjGrAlHqYZpDLCgEQ5Onu3kFYHGp4w/Huv98pu/GXM8ViYonpa87Ek6GRMsVAHCqI24giRy7MdAZz7Ya1fQRoiigc2aUM7lGKqCkJyZFRRc/IiuQHlEiK/psJiOZnm3QTpTj4oUUP0qjgbSlHUE3M4fJzUpZpxREyQj6A2VkPjaX0BcRSVt1jpk0JRe60qJC5Kv8ujLTy2ysLD4caCvK96YPHyUe5keLcnYcvOL4ESdj+NmdM6hkHx6LMN92w2JaMDfXMjfXMpVNn0mD5/l4fOCAD0EQWJYTNBOGIiuooOKXIxglSdJewvO8KIpDC9FdklGI2TzZHwv8eZaPT/V83REry7cebo62hLlit7mswNbUFjvdzc31jVSfCCtu+/giJ8j3zr3kk9ES5ppDrD/H3NyTjHLSXdc5rr2W09LVqzuErGRGTiyp/4rkttFmOiUxKchxRV+2NCRb+9LtA/2JrMXZ1OnzLWlWWPlUKJDCLIPPnvlT733Xu/ee6u2IjMjZ4tZZTrOBnOllFhY57GYq1bUdg5nmhsVgUSFqyIY2fEOSpGg0ylkJXUCHNioECeE4bkpFhSiKEo8PJeQqR4VMsIayLIuiqP2nJImp78SX6lfNJsuK9hJJkoYVorsko5BJNqfa2zuyCIUg4IvzvTcXmQ4D7Puq/TtzmGWF5Nft8O6h0KOLrFmaqJD0gI5kkv/869YTHfyxNp6XlBvz6Bu80N7eoQC8fTgKABV55J9O9gDAHKeIqgNHhUxfhh1thu6GFXnUf41gExMrTZgVvrKUAeCiPVz0ap+qg8GMs2ExWFSI6syvdeynqH673W42CzpX//T1gMmJuUCMJCrkamk4wqiQidbQbDZrNZRlSSecJEMAYLNZnU7zZcuP1eqTrmG6EN0lGYVMclRITo4PAGb7+G+6Eo/fWfhfXzcf7xQfuT03P5/o5kO/P9r9b0fZR27Lnz/DhqYOFNDRn1SaQ+yFMNccYs91J9BhVA7G8Ffl3ltn2vt6ez1e739+3nmuR7yx0M5YzGfDCX+udfG8QtAIwVEh05FhR5uhu+H3vfIn50+nr+ho8dnpJYXGHy4pGV1fxmCmgWGBwVzz3DLLeaYrcawlWl5gPtDMHjgbWTona8UCD8/zdU19L/+pxcEYfHbabCT74lw4EWb5S8v1BIDHSl0307Gg0Da/wEaRhCiKSVF5c3/b5+cieU7T98u9/1TfbCCJHy/JxeWMMRvJR2/1/XZfxxDbhP7v2/K8hjguKww2LDCYacyiEse7BzsbzkQevdlxuJX74xfBRSUOk5Fc7ndcn8ccaGZPtse/6U4AgJEivHZ6foGpyM0Uu80lHqYn2KWuNsmy0ni2/w9f9ERYucTDPHhL7qt7W2NJ+YGF2XlZeLdEDADA/DzL2sXu3x3uSfe3BYAZLtNsnyXSgw0LDDYsMKOFIIChyal/wlOO3XBTkR0d/XrtYaGp22Zl7T/dey7M3zff88GXwR2NHY/eXgAAuQ7j2qUuAFAAJFnpDYd0XzEQPXHh83ORfYHecEygCFh5k9djM279n5YEL90/P2tJqW10itkt9Nwi3bkbZHMwoctmMpC6MFcA8Nr1QSg0RZR69fGuUizs02xwBwAkR5ggbc5LmgG8uMOOjyFbaGEYZtu+i+mjASfI+Lw3zLVvWAiCyLIDmz2LoigICgD84v1vLg1MkkRRl7zb+hKiIAiSJGkv4XkeBQhohSSTSUkaGAp1l6Sn8DxvMmV+50vXUCfcYSINBkqbZ+poyJDwyx+U9Pb2DCt8QjWMxxOCMBDWyHFJQRC1HoU3+IhbSiyQ7A8nB6SFw2GNPpIkSWhn9MGE6C7JKES7reFEoz2p5Ls3ZB842/enQPwf/jL36/ZY49kIRRAr59sMJKHmIVMPQFEA2nuTDWfZs0fOtYQ5AKAN5LI5zmKHcrgtvrszQRvIv16ad0OOYYijWNSUjBpGE/zplpRN0AnKELH26bKVepnzQVaX6GQMkdRD4/KzTO1p+z8ykY7m9pRbZDssPf1626WsILNt5HPZknxKQGxXT2z3viZdtiybqS+WcmszbUhw+g2jaKspx6U/u5WNdJGpu3SQCpPn1rcTBSbjtA5RlLQ7ykiSpO04ACDLsm7LGV2KIAiiKFYU2rx2YzAqpC5mWNffmSeJwkiEaB07MJhpZliIoqAN6BAEMctEfsdv08wNAn352OV5OXS+nZAkWXeJJEm6FIJIpoYDpFySniIIotFoHKSrC0ML/+sKi81m1eaZahqORPiEamgymWw2q3aeYxhGm5nned2Ur0vhuKQgCNrdr0cnZDJd0gRB0J5Ucnupee837L/tb/mrBZZ/OyR89k3f1+39d8w0z8+LmwzEZQ35zv5gW0Q6GxbOhoQ4LwMARcJsj/E6H02R8GV7vOGMCABzvcaVZbYsho9GWQBg2YGpOpnkw+Ee7WR5tQ7QGjvdvTFduKmZsXXG0pwTCbgYig1tagCAxWTo6tXbNGxfvy7FxtAd4WjaHSajDJPJpKLI2qqUZUVrPYuiqD1cJj0FmeAAypJC8+6TKYbFifZ4oK232GUciRC8pTdmGhsWDMNovaABej0e67ySYbygXS7XwLiQFi8AoHel5nlee0l6yhBe0OkajkL4t1xDg4HSiqIoymg0pkaFkLo3JF2KJMmKooxdyGROsWpUCOIHLuFcT/OJjmSe21b9/dl/ONq99+ue979K/OGrRLbNyNAUy0t9CUFdJMqyGG4tcriNvM3u+LojXh+IoSMu53rp71fkoy1SACDjgSM4KmSaYrVaho4KEUXR7XbrbAJtitqXK63O/z51WudpQZltbrdtJEJwVAhmGhsWGMy3BIokflzh+LfDsY++Crf1Jh+5NW9JsflwS/xCr9jdz/fGBQtN5TuMhR5LUTZjpsnOCH+yLXaghwNIAECBy1Re5Li51EYJMa/XgssTMzQOs+H22VmfnE7Zi+9iL3fjDBsuHAw2LDCYa+V9lCY3rih5fV9bU1vsH2q/uaGA8ecw5SXZRorgBLmPFU9f7OmKC4fO96PFCQNFzHIbF89231hod9uM6M3yW7ZrK2b0PLIk12wk957q4S+fIXLofP/9N3hwyWCwYYHBXDtYaOrv7i36/Fyk7kToWGviWGsCIKzLU+AyXZ9vKyuwzsmxBrs68/OzcblhRgFtIH98S+69s+m4TMd4iCUlTpTTA3wwmGvNsGBZVrvRMstykiRR1EDYIc8LupM1dCnI8VCWxyrEZsu8Qjj1NeQ4Tuv1n0wmFUWhKIP22kgkxUNNl4JibbQZRifEOshh8DwvaD/zi6IUi8VJUutGR6T5AaSkSJKsKPLYhQxWhhOBLlgD7ZuOUhaV2BeV2M+09TX3JBMimRRlC03ZzJQFuHlFbjtDa2QMKkTNgdJ19x1JVMij9y9+6N7yVJ3BQJvSHgTSXVMUUEbizygJxZAaT6EoSrqni9WcOQbBm2Vlkyk/2S20SOl9hB0M7XGmRLrazQZD2kbmVrNRlw0AWLCSqfrYGNrn0rcTw6Rsiz4RfVkSeAcNLpsBbAQAxcVjY+nLGMxUhpAVBQAkSdKdu6EbdEaRMjohqrMSMTB0AtZwXDSciu1vQk2KS6aPqCsfWZa1PnFovtfm0WUYScpIhBAEgVKmUb1821qO2pfH3nN17WF0QiiKQil41wvM9DMs8NCGNbxWDQtcL7jlXEttBoOZ+pAEwET8dzoQeGbTprFI0PaoKaLS0Br+vrb297W1BMDiRYsmqFQnpwzVB5lMDSdoLJ6a/01rDdV+9MymTacDgauu4betzWAw08CwwEUw7hw+fHha67969erVq1dn/CkQCGzatOmar8FFixZNZfU2bdoUCAQm+aa1tbW1tbUA4Pf7N2/ejLs5BoMZDOof//Ef1X+Ew+EPP/wwHA4XFRWhoYQkyVOnThUVFaGfWlpaCgoK0DaL6SkNDQ2HDx8mSdLj8YTD4S+//DI7O/vAgQM2m83pdAIAy7IHDx7U5jl69GhLSwvLsh7P8MFXSL7P57NYLNprw+Fwa2vr8ePHXS6XxWLRqqF9CqvVOu4qafn6668BYN68ebW1tfPmzUOiWJbdv3+/qgzLsnv37j179iwqtEAgoNX82LFjBw4c0Ja/z+fT1oh6uclkOnHiBEoMBALaWwxbhlarVSszvSoDgUA4HPZ4PA0NDQRBNDY2IoX7+/t379594sSJnJwcq9WqLajW1tY9e/boJJw6dUqtL62eqC5QJeo0GXd0Ba6qod40XdXa2tpPP/3U4/HMmzdP16pRpaB0bSmhWkbpo2DoZoAe4fjx40i9hoaGP/3pT6Iozpw502KxaGt/LK13WA0//PDDjo6OGTNmEARx9OjRoqKivXv33njjjehG2r45rQdEbbe12WyiKOo6oHa4QA+u6+MYDIbUjh1VVVWlpaXHjx+vqakBgC1bthw8eLC4uLi1tfWRRx4pLS2Nx+MbN25E3Q9lVlNqamqOHz9eWlr68ssvHzt2DACOHj3a3d3t8/mefvppdFTECy+8cO7cudLS0g0bNrS2toZCoQ0bNgDASDrkiy++iORXVVWFw2HttU1NTb/+9a/RoKZmU9VQn2LcVRqMLVu2AEAoFNq8eXNzczMSHg6HWZZ94oknUB5UaFrNa2tr33vvvbKysnfffbe+vh7J+eCDD1BKQ0MD0vbs2bM+n2/btm11dXUAUF9f//LLL5eVlanPOzR1dXXPPfdcWVnZZ599hmo5vXKbmpqamppQ5m3btpWUlJw9e/att96yWCyzZs1yuVzFxcXaggoEAk8//XRpaenZs2e3bt2KJDz//PNWq9VqtVZVVaHWtWHDhtLS0qamps2bN4dCIfW+anubCKti9erVyK8ePZpaXOrjp6taVlam/j9jc0LCtaVUU1OD8o+OoZsB0tzn86GWX1xc7HK5Zs2aZbFYdLU/Lq03Ix6Pp6CgoKCgwOPxhEIh1PYG65vTekBE3TYYDFqt1p/85CdvvPGGrgNqhwsA2LBhw549e7QtBIPBDARQvf/++z/72c/Ky8vLy8vRmicArF27FgBeeeWVTZs2oZ/27t0bCATQe4nH4ykvL0dDakdHx5w5c6677rpf/OIXqH8uXLiwsrISAM6dO7dv377Vq1evXbvW7/cDwMKFCw8dOlRWVlZZWbls2bJhtWxtbd25c+eOHTsAYMGCBYcPHy4pKdFeu2bNmvLy8nA4fPz4cZTt8ccff++998rLy9WnCAQC46jSSFBvt3DhwlAo1Nzc7HK5SkpKAKC3txcNTEhzAFi8ePGKFSsYhlm+fPn+/fvRhUjz5cuXd3d3syxbX1+PvrOcP3/+yJEjAPDSSy+huWT58uUfffQREjU0Tz75pN/vr6qquv3229euXbt7925d5Wozq+VTU1PDMExJSYnT6SwsLAwEAtqC2rp1q9vttlgsDz/88FNPPaV9LvTp5ODBg+vWrUN3QXPz22+/vXLlSovFcuutt1ZXV6MnHV/279+/cuVKpKTVag2HwzU1NUhV9fHTVUXP6/f7B2tO6ailNGqGaAbIlCwvLy8uLrZYLG632+l0lpSUMAyjq/1Vq1aNY+vV4na7c3Nz0R+hUGjovoma7vRl4cKFqAx37969atUqv9+/fPny48ePL1u2TDdcFBYWAsD69euHbSEYzLd0xaK/v9/rvXRisu4Te1tbm/oT+oJQWFj47LPPvv322w8//HBzczMAoLe9jRs3/uY3v9HdQ9204ODBg5s2baqtrUWXjJxEIuH3+9E74pw5c9DcnPFtQ/1p6CXZsas0CuLxuNPpRE+xZs0anYYXLlzYuHFjbW0tshjSaWlpSR+yg8FgPB5Hr85Lly4duTIMwwxWuVdKIpF47rnnampq9uzZM1ieQCCge6fv7+9HL+vnz59ft27dBBU4mg4BYNmyZW63OxAIoLMY1Mcf+uV1hM1pHElvBr/73e8OHDjw8MMP7969W6f2qGt/HBlh35yOaLtDW1vb0MPFdP8GhMFMyIpFQUFBU1OT3+9Hnwy1c5j6EwA0NzejL7uJROKpp55iWfb222+vrKysq6tbsWLF6tWra2pq9u3bV1ZWFolE0OWxWMxmswUCgfr6evRmM9jcORgej6enpwe9yakTVcZs6PsowzDBYDD1SDAAgHFUaRT4fL50o01lw4YN9fX1aNrLqExRUVF9ff0zzzyjnV38fn9ZWdkVvS4nEgkACIfDyJ5Ir9wrfa5t27Y9+OCDy5YtCwQC27dvz5jH7/cfPHhQq2dBQUFubu5gpTFeBV5XV4duUV9ff8cdd/j9/kAggFYjVHNqiFaXsTmhlAnSWdcMwuHw4cOH169fv379+r/9279Fyg9W+5Pv0Zmxb16rDDZcDDHgYDDfdsPiRz/6UVVVVSwW+/zzzx988EFtpkcfffSJJ56IxWKBQGDp0qWFhYXIx6KysrKjo+OBBx5A2TZu3Lh8+fL6+vpnn30Wpbzyyis2m+2dd95B31Z6enpqamoCgYA6wY8Qt9u9bt26F154oaKiYu/evehrS8ZsGzZs2Lhx480331xfX//LX/4yPc94qTQKli1bVldXhxQIBAI61/rKyso33njDbrefPHky48oBwzBVVVUvvPCC3++vr69Hr4Y///nPX3755eXLl585c2bp0qUjWQZ/8803ly9fvmvXLrROkF65hw4dGuxai8Vy9OjRhoYG7axcUVHx7rvvnjt3boiJ7f7770drWh0dHWp7e+6552KxGDLyJuJTyLJly959991XXnklGo3a7fbKyspnn332+eefX7Nmza5du4YIb/F6vTU1NWvXrk1vTmoVBAKBioqKcddZ1wzcbvf+/fu/+OKLvLy83t5e5ELocDjef//9J554Qlf7w5pKY8Fqte7evTvdlSS9b+pO7LxmKCoqyjhcbN26NS8v75133nnppZfwjILBAKDNijWcOnUqFAqpf+t+amlpGSIlFAqdOnUqkUgoipJIJEKhkDYFJSL5iEQioRM4NDr56rVIWsZs2qeYCJV06iE10B21olpaWtQ7trS0qCrpNEflqV6YMVtLS0tLS8uuXbv+7d/+TfcII1Gyurr61KlTQ1elejtVbV1pa5XUPRT6v1Zhbfmjkq+oqNDWzqgLfISgElP/qSuuIVTN2JxUgag56Sp3jC0nYzPQtRk1j1o16uOMpfWOsCS1fUT74OmlNE3J2G1Rm08fLhRFQY155B0Qg/k2QCiKgq2r6cKxY8fi8bjVan3zzTcff/zxUXiKbdq0aeyehqOjpqbmlltuaWpq2rt3729/+1tcm5hrgEWLFk33fWswmHEnZR8LzBSHpukLFy50d3f/xV/8xfz580chwWQyoeCCyVdeluXTp09brdZ169ahLSUwmOmOut8JBoNRwSsWGAwGg8Fgxg28pTcGg8FgMBhsWGAwGAwGg8GGBQaDwWAwGGxYYDAYDAaDwQzP/38AAkwFgr9bMA0AAAAASUVORK5CYII=" /></p>
+<p>Tuto : - <a href="https://juba.github.io/tidyverse/08-ggplot2.html" class="uri">https://juba.github.io/tidyverse/08-ggplot2.html</a> - <a href="https://nbisweden.github.io/RaukR-2019/ggplot/presentation/ggplot_presentation.html#1" class="uri">https://nbisweden.github.io/RaukR-2019/ggplot/presentation/ggplot_presentation.html#1</a></p>
+</div>
+<div id="les-themes-et-palettes-de-couleurs" class="section level2" number="8.3">
+<h2><span class="header-section-number">8.3</span> les themes et
+palettes de couleurs</h2>
+<p>(ou comment en finir avec le theme par default de ggplot2:)</p>
+<ul>
+<li>Jouer avec les themes (<code>+theme_bw()</code>)</li>
+</ul>
+<p><img 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" /></p>
+<p>Tuto : - <a href="http://r.qcbs.ca/workshop03/book-fr/theme.html" class="uri">http://r.qcbs.ca/workshop03/book-fr/theme.html</a> - <a href="https://towardsdatascience.com/5-steps-for-creating-your-own-ggplot-theme-656e79a96b9" class="uri">https://towardsdatascience.com/5-steps-for-creating-your-own-ggplot-theme-656e79a96b9</a></p>
+<ul>
+<li>et les couleurs</li>
+</ul>
+<p><img src="data:image/png;base64,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" /></p>
+<p>Tuto : - <a href="https://ggplot2-book.org/scale-colour.html" class="uri">https://ggplot2-book.org/scale-colour.html</a> - <a href="https://github.com/BlakeRMills/MetBrewer" class="uri">https://github.com/BlakeRMills/MetBrewer</a></p>
+</div>
+<div id="les-facets" class="section level2" number="8.4">
+<h2><span class="header-section-number">8.4</span> les facets</h2>
+<p>Tuto:</p>
+<ul>
+<li><a href="https://www.publichealth.columbia.edu/sites/default/files/media/fdawg_ggplot2.html" class="uri">https://www.publichealth.columbia.edu/sites/default/files/media/fdawg_ggplot2.html</a></li>
+<li><a href="https://ggplot2-book.org/facet.html" class="uri">https://ggplot2-book.org/facet.html</a></li>
+</ul>
+<p><img src="data:image/png;base64,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" 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" /></p>
+</div>
+<div id="le-package-ggrepel-pour-ajouter-des-étiquettes-a-vos-points-qui-sadapte-a-votre-graphe" class="section level2" number="8.5">
+<h2><span class="header-section-number">8.5</span> le package ggrepel
+pour ajouter des étiquettes a vos points qui s’adapte a votre
+graphe</h2>
+<p>Tuto: <a href="https://ggrepel.slowkow.com/articles/examples.html" class="uri">https://ggrepel.slowkow.com/articles/examples.html</a></p>
+<p><img src="data:image/png;base64,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/></p>
+</div>
+<div id="le-package-cowplot-qui-combine-vos-graphes-pour-faire-des-graphes-prets-à-publier" class="section level2" number="8.6">
+<h2><span class="header-section-number">8.6</span> le package cowplot
+qui combine vos graphes pour faire des graphes prets à publier</h2>
+<p>Tuto: <a href="https://wilkelab.org/cowplot/articles/plot_grid.html" class="uri">https://wilkelab.org/cowplot/articles/plot_grid.html</a></p>
+<p><img 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JggqXqSxfHjxzc4cVNsbKweeughtWnTptnZonnyxANF2yTQpmnq2muv1csvv9zouL59++rll1+Wx+MJU7LQsNNkdxKTQEc6JoGObEwCHX2oY0KDSaAjE5NAR6ZongT6o48+0ogRIxqtGZ1Op1566SWdeuqpYUzWckwCHbmYBNpCxcXF/v8+2G3YDrzjU1JSkhYtWqQNGzZozZo12rx5swzDUOfOnTVgwAANGDAg6hsDrdXKlSsP2vyRqn8tmDdvniZOnBiGVAAA1EUdAwDN4/V6NWHChIM2E6qqqjRx4kR98MEHzZ5YH4gkrboBlJSUpGXLljVrWafTqf79+3NKoM08+uijAY+dN2+eJkyY0OTb6wIAEAzUMQDQPGvXrtUPP/wQ0NidO3dq1apVGjVqVIhTAaHnsDoAECkqKyv14YcfBjx+9+7d2rFjRwgTAQAAAAi2999/P6TjgUhFAwj4P4WFhfL5fE1aZv/+/SFKAwAAACAUmlrDU/PDLmgAAf8nJSWlyXMetGSCTAAAAADh17Zt2yaNp+aHXdAAAv6Pw+Fo0lwIRx99tA4//PAQJgIAAAAQbKeffnqTxg8YMCA0QYAwowEEHGDSpEmSFNDEztdff32o4wAAAAAIslNPPVU9e/YMaGyXLl00aNCgECcCwoMGEHCAfv366cYbb5Rpmo2OGzNmjC688MIwpQIAAAAQLIZh6JFHHlFaWlqj45KTkzVv3jw5nc4wJQNCiwYQ8Du33Xab7r//fiUlJdV5zuPx6M4779QjjzzC7d8BAACAKHXkkUfq9ddfV58+fep9/sQTT9SaNWt0zDHHhDkZEDouqwMAkcYwDF1xxRUaPXq03njjDW3evFmVlZXKyspSdna2OnfurLy8PFVWVlodFQAAAEAzdezYUStWrNAnn3yiTZs26bffflNmZqZ69eqlk046iR98YTs0gIAGpKSkaMyYMbUec7n4yAAAAAB2YRiGevfurTPPPFMOh0OmaSonJ8fqWEBIcAkYAAAAAACAzdEAAgAAAAAAsDkaQAAAAAAAADZHAwgAAAAAAMDmaAABAAAAAADYHA0gAAAAAAAAm4uoe1qXlZU1azmXy8XtuQEAgKWoYwAAQCSLqGojOTlZXq+3WcvGxcVpyJAhuuaaazR06FA5HJzcBAAAwoc6BgAARDLbVBelpaVatmyZhg0bphNOOEFFRUVWRwIAAAgIdQwAAAi1iGoA7d27V2+++ab////tb3/Tpk2btGfPHu3fv18///yzXn/9dY0aNUpS9SnTq1ev1rfffqu3335b9913nxITE/Xll19qwIABMk3TqlUBAACtDHUMAACIZIYZQdVFRUWF2rdvr5KSEm3ZskXt2rVrcOyHH36oU045RUcffbS++OILud1uSVJxcbGOP/54bdu2Te+995769esXrvhBtW/fPqsjBEVGRoYMw5DP51Nubq7VcVrM5XIpNTVVeXl5qqystDpOi6Wnp8vhcMg0TeXk5Fgdp8WcTqfS0tKUn5/f7MswIklaWpqcTqcke+wTHA6H0tPTVVBQoIqKCqvjtFhqaqp/3pacnJyo/7JuGIYyMjJUWFio8vJyq+MELDMz0+oIftQx/xPN+6zMzEwVFRU1e06nSJGQkKC4uDhJssV+Nzk5WYZhKD8/3+ooLeJ2u5WSkiKpet6waD/bLyYmRklJSbY4DtqpLq45ptthX5aYmKjY2FhJskWNH6x9WXPrn4g6A+iFF17Q3r17tWTJkkaLJknq06ePnnzySW3evFkLFy70P56QkKBnn31WkvTiiy+GNC8AAEAN6hgAABDJIqoB9NRTT0mSTj/99IDGjxgxQlJ1wXWg448/XpK0YsWKIKYDAABoGHUMAACIZBHVANqwYYMkBXwr1Pj4eEnSu+++W+txj8cjSfrhhx+CmA4AAKBh1DEAACCSRVQDKCMjQ5JUWFgY0PiqqipJ8l83X8Pn80mqvl4QAAAgHKhjAABAJIuoBtDo0aMlSYsWLQpo/Ntvvy1JGjx4cK3Hd+/eLUk66aSTghcOIZGTk6NNmzbp22+/tXRywvz8fH322Wf66quvVFJSYlkOAED0oo4BEMl8Pp+2bt2qjz/+WL/88ovVcQBby8vL02effaavv/5apaWlVsfxi6gG0PXXX+//30WLFjU6k/xXX32lc845R5I0fvx4/+MVFRWaOHGiJOmiiy4KYVq0xDvvvKNhw4bp2GOP1dChQ9W/f3917txZN998c1jvHPLll1/qggsuUOfOnTVkyBANHDhQWVlZuvrqq7Vjx46w5QAARD/qGACRqLy8XDNmzFC3bt3Ur18/ZWdnq2fPnurXr5+ee+65qL97FxBJPv30U40ZM0bHHHOMhgwZogEDBigrK0vXXnutfv75Z6vjRdZt4CVpxowZuvnmmyVV34rvz3/+s3r37q02bdrI5/Np+/bteuqpp7Rx40ZJ1RMlfvrppzIMQ1L1adQ1t+cuKChQUlKSNSvSQtF8+9QD1Xcb+Llz5+quu+5qcJnDDjtML730kjp37hzSbK+++qrGjx/f4O3ck5KS9PTTT9e6BS+3gY9s3AY+snEb+MjGbeCDgzqmWjTvs7gNfGTiNvDNk5eXpwsvvFCbNm1qcMwFF1ygOXPmyOFo+rkB3AY+MnEbeGs8//zzuv766/2XeP9eamqqli1bpr59+1p2G/jAZikMo8mTJ8vtduv6669Xbm6uZs+e3eDYrKwsvf322/6iSZK/aFqzZk3UFk129sYbb+iuu+6SYRgNHiR2796tP/3pT3rnnXf8H/Zg+/LLLxtt/kjVczhceumlevfdd9W2bduQ5AAA2At1DIBIMnHixEabP1L1nQiPPPJITZ48OUypAPv55JNPGm3+SNUN2fPOO0+fffaZ/4YP4RZRl4DVmDRpkvbt26d///vf6tSpU63nHA6HBgwYoCVLlmjz5s3+DnqNxx57THv37tWZZ54ZzsgIgGmauvvuu/3/3Zgff/wx4DkUmuOee+4J6AyevLw8zZw5M2Q5AAD2Qx0DIBK89957WrNmTUBjZ86c6T9bH0DTTZs2rdHmT429e/fqwQcfDEOi+kVkA0iqvnTo5ptv1vbt21VVVaXS0lKVlZWpsrJS69at04gRI+o9TXHcuHERdzo4qm3evFlbtmwJePyyZctCkqOgoEBvvfVWwOOXL18ekhwAAPuijgFgtabU0mVlZXrjjTdCmAawr5ycHG3YsCHg8S+99FII0zQuYhtAB3I4HIqNjVVMTEyt06QRXbZt29ak8Vu3bg1Jjh07dgTUna2xZ8+ekF+fDQCwL+oYAFaIlNobsLvt27c3aQ6sH3/80bJ52aKiAQR7qJnMNlTjQ/m6NRO9AgAAANGgqZM6U+8CzdPU75eGYTRr0vVgiNgGUEFBgRYvXqxzzjnHfycpj8ejPn366KabbtK7775ri7swtSZdu3YN6fhAderUSTExMQGP79ixY8gmowYA2BN1DACrRUrtDdhdVlZWkxqoXbp0sazhGnENINM09fDDDyslJUWXXnqpVq5c6Z+QzOv16qOPPtKDDz6o0047TWlpaXrnnXcsToxAHXHEEerTp0/A48eMGROSHHFxcRo+fHjA488///yQ5AAA2A91DIBI0ZRaOj09XQMHDgxhGsC+kpKSlJ2dHfD4Sy65JIRpGhdxDaDp06dr/Pjx/v9/8skn69Zbb9XcuXM1e/ZsTZ48Wccee6wkqaioSP3799fChQutiosmmjZtmtxu90HHnXTSSSFtvNx222117rxSn44dO+raa68NWQ4AgL1QxwCIFF26dNEVV1zR6JiaecmmTJmihISEcMQCbOnOO+9UYmLiQccdc8wxteqEcDPMpsxWFGLbtm3T0UcfLUm6+uqrNWPGjAb/Evfu3avx48f7Z9DevXu3Dj300LBlDbXc3NyQzYETTsnJyTIMQ6ZpqqCgQJK0YsUKjRs3TmVlZfUu06tXLz333HNq06ZNSLN98MEHuvjiixu85WWnTp304osv+v9NStXXdyYmJqqoqKhJE0lHqvq2TzRzOBxKSkpScXGxLS6tSEpK8l8fnJ+fb3GalqvZPiUlJfJ6vVbHabHExET/frqgoKBJk/9FIsMwlJycHFXbp6qqSunp6VbH8KOO+Z9ormNSUlJUWlpq2QSdwRIXFyePxyNJtjguxsfHyzAMFRcXWx2lRVwul7/RUlFRodLS0pC+X0VFha655hq98sorDY658847NXny5Ga9vtvtVnx8vC2Og3ari9mXhd+GDRt0ySWXNFi3Z2VlaeXKlerUqVOL9mUtqn/MCHLdddeZksyJEycGNN7n85kXX3yxKcn8xz/+EeJ04VVUVGR1hJDatm2beeWVV5qZmZmmJFOS2aNHD3PWrFlmWVlZ2HL8+uuv5o033mgefvjh/hxZWVnmlClTzPz8/LDlAAA0XWFhodURaqGO+Z9I2zZAa+bz+cyXXnrJ7N+/v+l0Ok1JZnx8vDly5Ejz/ffftzoeYCs7d+40r7vuOrNdu3b+75fHHHOMec899wTt2NiS14moM4D+8Ic/6JdfftG+ffuUkZER0DI5OTnKzMxUp06dtH379hAnDJ+cnBzLZgYPptTUVBmGIZ/P12AntKioSB6Px9/ZtUpJSYmcTmejE0S7XC4lJSWpsLAworvPgUpJSZHD4ZBpmsrLy7M6Tos5nU4lJyfbbvtI0v79+y1O03IOh0MpKSkqKiqKmjNMGpOcnOw/wyEvLy/qf/k0DEOpqakqLi6Oml8LfT5fwPVCOFDH/E801zFpaWkqKSlReXm51VFaJD4+3l/T2GG/W3M2XVFRkcVJWqamlpSk8vJylZSUhPX9q6qqVFxcrKSkJP/lXy3h8XiUkJBgi+Og3epi9mXWq+/7ZTD2ZS2pfyLqXn81p9o15XSmmhX/+eefQ5LJKqZp2uISowM1tD5xcXGNPh8uNR/MxnLUHCirqqoszxtsdlofn89ni/U5sJCy0/rYdftEe+Fbs3+zy/axAnXM/0R7HWOHz4HP56v139G+PqZpyjCMqF+PAxujVn1OEhISav37aIma17HDcfBA0f7vzE7H9N/XW9G0PvV9v7R6XxZRP80MGDBAkpr0y33NTofbFgIAACtRxwAAgEgWUQ2gyy67TFL15EmB+uqrryRZeys1AAAA6hgAABDJIqoBNGLECGVlZemcc87Rtm3bDjo+Ly9Pw4cPV1xcnK655powJAQAAKgfdQwAAIhkEdUA8nq9WrZsmXw+n44++miNGzdOGzZs0K5du/y3sCsqKtKWLVs0a9YsHXroodqxY4cWLlwo0zSVn59f5w8AAEA4UMcAAIBIFlGTQCcnJ9ea1XvBggVasGDBQZe76KKLGnzOTpORAQCAyEUdAwAAIllEnQEEAAAAAACA4IuoM4C+/vprfukCAABRiToGAABEsohqAGVlZVkdAQAAoFmoYwAAQCTjEjAAAAAAAACbi6gzgA5UVVWl/Px8VVRUBDT+0EMPDXEiRAKv16vvvvtO+fn5atu2rY466igZhmF1LAAAaqGOAYDokpubqy1btsjn8+mQQw5RRkaG1ZGAoIu4BlBubq6uuOIKLVu2rEnLcc29vZWUlOjBBx/U448/roKCAv/j7du31w033KC//OUvcjg4oQ0AYC3qGACILt9++62mTp2qN998Uz6fT5JkGIb69++vO++8U8cff7zFCYHgiagGUFFRkY466ijl5eVZHQURJDc3V6NHj9bXX39d57lffvlFN998s957dAAcAAAgAElEQVR55x09+uijcjqdFiRENKioqNCHH36oH374QW63W927d1eXLl04gwxA0FDHAIhUXq9XH374obZv3y63261u3bqpa9euEVkHhbNme+ONNzR27FiVlZXVetw0Tb399tt677339PDDD2vEiBFBf2/AChHVAHrooYeUl5enxMREzZkzR927d5fLFVEREWamaeqaa66pt/lzoKVLl+rII4/U7bffHqZkiBamaerpp5/WPffco3379tV6rmvXrrrvvvt08sknW5QOgJ1QxwCINKZp6tlnn9W0adO0d+/eWs916dJF9957r/r162dRutpM09TixYs1ffr0OjVbt27ddN9996lPnz5Be78ff/xRV155ZZ3mz4G8Xq/Gjx+vzp0767jjjgvaewNWiaiq5JlnnpEkrV+/Xj179rQ4DSLBO++8o3Xr1gU0dtasWbriiit02GGHhTgVoskdd9yhefPm1fvc119/rREjRuixxx7TueeeG+ZkAOyGOgZApLnrrrv08MMP1/vcN998o5EjR2revHmWn+FimqZuv/12zZ8/v97nv/rqKw0fPlzz58/XOeecE5T3nDFjhkpLSw86rqKiQvfee6+eeOKJoLwvYKWImjRl69atkqQePXpYnASRYvny5QGP9fl8uvHGG0OYBtFmyZIlDTZ/alRVVWn8+PH6+eefw5QKgF1RxwCIJMuWLWuw+VPD5/NpwoQJ2rFjR5hS1e/VV19tsPlTo6qqStdee21QaraqqiqtXLky4PFvvPFGQM0iINJFVAPo6KOPlqSIvBYV1ti+fXuTxq9bt065ubkhSoNoYpqm7rvvvoDGlpWVafbs2SFOBMDuqGMARJL7778/oHHl5eWaNWtWiNM0rKk120MPPdTi99y3b58KCwsDHu/1erVz584Wvy9gtYhqAJ133nmSmv6lH/bV1LkTfD6f1q9fH6I0iCY//vij/9f4QLz++ushTAOgNaCOARApfvrpJ3333XcBj7eyDtq+fXuT9pvByOp2u8OyDBBpIqoBNH78eEnSRRddJK/Xa3EaRIJu3bo1eZmffvopBEkQbZp6evCuXbtUWVkZojQAWgPqGACRoql10J49e1RRURGiNI1ratadO3f6b9feXGlpaU2aNzQ5OVnt2rVr0XsCkSCiJoE+5JBDtHLlSp199tnq0KGDpk6dqp49eyoxMfGgy3bu3DkMCRFuY8aMafKlOQkJCSFK0zTFxcVyu93yeDxWR2mV4uPjmzQ+NjZWTqczRGkAtAbUMWhNTNNURUWFYmJiwvaelZWV8nq9nIkRgKbWQR6Px7K/16bW7nFxcXI4WnYeg2EYuvDCCzVz5syAxo8ZM4Z/d7CFiGoAHWj37t0aN25cwONN0wxhGljluOOOU48ePfTFF18EvEzv3r1DmKhx33//vSZOnKgvvvjCfzZJTEyM+vfvr7lz5yo1NdWybK1N165dFRMTo/Ly8oDG9+7dm3k7AAQNdQzsyDRNrVmzRvPnz9fGjRtVXl6ulJQUDRw4UJMmTVL37t2D/p7FxcWaN2+eXnnlFX333XcyTVOdOnXSyJEjNX78eGqrBhx33HGKi4sLeOLiE0880bI6qGvXrvJ4PAGfgRSsWn/ixIl65ZVXDnr1QJs2bXTzzTcH5T0Bq0XUJWBfffWVzj77bKtjIMLMmTMn4ANSjx49LLv7ypNP/n/27ju6iTPtAvgdyZZ7N9U2JaZjCL0HMBA6hBJ6JyS0hYSygVBCINkQkoWEbkogwNKrCR2CDSQsPbChE2DpxRT3IsvS9wefvHZsyyNLo5HG93fOnrPxPNLcYeyZV49m5l2Lxo0b48KFC9luJUpLS8Phw4cRFhaGM2fOyJKtMHJzc0PPnj1F1w8YMEDCNERUGHAcQ0qWnp6O0aNHY8CAATh27FjmFyxxcXHYtWsXWrVqhYiICKuu886dOwgPD8fXX3+N69evZzZK7969i++//x7vvPOOWV8SFiaurq7o1auX6Ho5x0Hu7u7o0aOH6HprZfXx8cHmzZtRpkyZPGtKliyJLVu2oEiRIlZZJ5Hc7KoBtGTJEgBAqVKlcOjQIdy/fx/Pnj3D8+fP8/0fKVeVKlVETe/u4uKCuXPnyvLtxenTpzFx4kST3+CmpaWha9eunKXMhqZMmSLqfu1WrVqhS5cuNkhERErGcQwp2eeff46tW7fmuVyv12P69OnYvn27VdYXHx+Pnj174u7du3nWPH36FL1798azZ8+ssk6lmTx5MoKDg/Ota9GiReZD7OUydepUUc/kad26NTp37my19ZYrVw7R0dGYMmUKqlSpApVKBUEQEBoaigkTJuD48eOoWrWq1dZHJDfBYEfXHBcvXhzPnj3DvXv3UKpUKbnjyOrFixdyR7CKgIAACIIAvV5vUeNDr9dj9uzZmD9/fq5NFj8/P6xcuRJNmza1JG6+nJyc4Ovri9jY2GxX+dSqVUv0A+xatWqFjRs3ShXRLP7+/lCpVDAYDHj58qXccSymVqvh5+eHuLi4zAew3rlzB/3798etW7dyfU3Hjh2xaNEiu3l2VFZ+fn6ZzyVSwjFBpVLB398f8fHxsj1o0pp8fX0zZyp8+fKlw9/CIwgCAgICkJCQIPrWSXsQGBgod4RMHMf8jyMfswIDA5GYmIjU1FS5o1jEw8MDbm5uAGDxcffatWto1qyZqONckSJFcP78+cx1F9Ts2bMxb948UbUDBw7E3LlzLVqfrTg7O8PHxwfAmynNExMTJV3f3bt3MWDAgDxnBGvfvj0WL14s6llluXFxcYGXl5dVzoO3b9/GgAEDZBuz+fv7w2AwQK/XIy4uTpJ12IrxnK6EY5mnpydcXV0BINsY31F5e3tDEASLf8cKOv6xq2cAGQecISEhMiche6NSqTB16lR06dIFa9aswZkzZ5CQkICSJUuiZcuWGDJkSObJ1NaeP39u1uwFJ06ckDAN/dVbb72F6OhobNmyBT///DPu3LkDFxcXVK1aFb1790bz5s357B8isgqOY0iptm3bJvrDfUxMDKKjo9GuXbsCr89gMGDLli2i63fs2IHZs2dz4o1clC1bFlFRUdnGQc7OzpnjoPDwcLsZB4WGhiI6OhqbN2/Gzz//jLt378LFxQVhYWHo1auXTcZsarXa4gdME9kzu2oAtWvXDhs3boROp+NT1ilXVatWxbfffit3jGyOHTtmVn1aWhqSk5PNnp2BCk6j0aB///7o37+/3FGISME4jiGlunz5sln1V65csagBFB8fj4cPH4quT0xMxMOHD/HWW28VeJ1K5uzsjH79+qFfv35yR8mXRqPBgAED+GxGIonYVXvTOFuGuR+oieRUkFslst4+RkREysBxDCmVueMWS2/RKMg4SQm3FhMRSc2uGkDh4eHo3LkzunfvjkePHskdh0iUhg0bmlWvVqvh7e0tURoiIpILxzGkVKGhoWbVW3oljp+fn1m39js5ORX6524REYlhV7eAXb16FWPGjMH+/fsRHByMAQMG4L333kPJkiXh7Oxs8p7P2rVr2zAp0f+EhobCx8dH9IO8qlSpInEiIiKSA8cxpFQdO3bE6tWrRdW6uLjg3XfftWh9KpUKHTt2xPr160XVt2zZkrfWExGJYFcNoJo1a2a7ZHTdunVYt26dqNc6+uwr5Ni++OILUVPVC4KARYsW2SARERHZGscxpFTvvPMOwsPDERUVlW/t2LFj4e/vb/E6J0yYgF27diEpKclknbOzMz777DOL10dEVBjY1S1gRI6qf//+6NOnj8kaQRDw9ddf8wogIiIiciiCICAiIgJhYWEm67p27YoJEyZYZZ0hISFYvXq1yenknZycsHjxYlStWtUq6yQiUjq7agDFx8cjJSWlQP8jktuCBQswd+7cXJ/vU6JECWzbti3zAaFERKQ8HMeQkvn7+2Pv3r0YN25cjufzhISEYN68eVi2bBnUarXV1hkeHo4jR46gbdu22d5XEAQ0a9YMBw4cQNeuXa22PiIipbOrW8BcXV3ljkBkkYEDB2LgwIG4fv06Tp06BRcXFzRt2hRBQUFyRyMiIolxHENK5+7ujilTpuDTTz/FzZs3ERsbi+LFi6Ns2bImn3FliQoVKmDdunXIyMjAn3/+ifj4eLz11lsICAiQZH1EREpmVw0gIqWoVKkSKlWqJHcMIiIiIqtzcnKy+S3tfn5+qFevnuhJN4iIKCe7ugWMiIiIiIiIiIisjw0gIiIiIiIiIiKFYwOIiIiIiIiIiEjh+Ayg/5eUlIQ9e/bg5MmTePToEQIDA1GvXj106tQJRYoUyfU1CQkJ2LlzJ44fP474+HhUqVIFbdu2Rf369SV7EB4RERHRX3EcQ0RERPlhAwjAvXv3MHbsWBgMhsyfPX78GLt27cKuXbswffp01K1bN9trHj16hFGjRmV7zYULF3DhwgWEhYXhyy+/tOo0mERERES54TiGiIiIxCj0t4Clp6djwoQJMBgMGDp0KLZu3YrIyEhs2bIFgwcPBgB8+eWXSExMzHxNRkYGJk+eDIPBgL59+2Lbtm2IjIzEunXrUKNGDVy+fBk//fSTPBtEREREhQbHMURERCRWoW8AXbp0CVqtFh06dECXLl3g4uICQRDg6uqKbt26oXnz5gCAqKiozNecOnUKcXFxaNy4MXr37g2NRgNBEODj44Np06ZBEARERkYiLS1Npq0iIiKiwoDjGCIiIhKr0DeAfv/9dwBA27Ztc13eunVrAG8GWEZ79uwBAPTq1StHvUajyRxs3bx505pRiYiIiLLhOIaIiIjEKvQNoFu3bgEAAgMDTda5uLgAAAwGA65cuQIAKFmyZK61YWFhADhwIiIiImlxHENERERiFfqHQH/77bcml+/YsQMA0LBhQwBAamoqAECtVkOj0eT6mpCQEADA06dPTb735MmTcfny5VyXtW/fHiNGjDD5ekdgnEVEpVLB399f5jTmSU9PR1JSEnx8fHLMhuLt7S1TKutSqd70gAVBcLj9Y4qXl5fcEazCuH8AKGr/eHp6yh3BKrLuHz8/PxmTWJeHhwc8PDzkjiFKUlKS3BFkJ+c45ssvv8Tp06dzXdasWTNMmDDB5OvtmYeHB9zd3SV7//T0dCQnJ8Pb21uyGdeyvq+Xl1e2B347IuP2KOl86OLikuffoaNRwnlQieNiqY9ltpD1WObt7c1jGSwb/xT6BlBeDAYDtm7dinPnziEwMDBz4GS8H97UDnNzcwMAxMXFmVzHq1ev8hxcJSQkZPtwoQSOsD06nQ5r165FREQEzp07B4PBAC8vL7Rv3x5TpkxB9erVATjGtphLSdukpG0xUtI2KWlbjJS0TY60LZyqPG+2GMe8fv06z3FMfHy8Q/0u/ZUgCFb//dLpdFi1ahWWL1+OCxcuwGAwwMfHBx06dMCUKVNQtWpVq64vKym2Ry5K2Q5AWfvFkf/ec6OU7VHS7xigrO2xZDsseS0bQLl49OgRvvvuO9y5cwelS5fG7NmzM6dCNXYcxUyN6uRk+p/Xyckpz66/k5OTw3c3gey/nPa+PfHx8Xj//fdx5MiRbD9PSEjA5s2bsX37dixevBgfffSR3W+LWI60f8QybpMStof7x75x/5C9stU4xtnZWZHjGCn+DmJjY9G1a1ccO3Ys28/j4uKwYcMGbN26FcuWLcucuc0alHaMUtLxSUn7hvvFfill33C/WBcbQFkkJCQgIiICJ06cgFqtxujRo9G6detsv3TGgU5sbGye75OSkgIACAgIMLm+JUuW5LnsxYsXePnypTnx7VJAQAAEQYBer8erV6/kjpMng8GAwYMH52j+ZKXT6TB8+HAEBQWhcePG0Ol0NkwoDX9/f6hUKhgMBkX8vqnVavj5+SEuLg7p6elyx7GYn59f5oc0Jewf462g8fHx0Gq1csexmK+vb+YH5FevXjn8oEQQBAQEBCAhIcGhZn9Syi2F1mDrccycOXPyXObI45jAwEAkJiZm3i5nKYPBgD59+uRo/mSVnp6OYcOGwdvbG82aNbPKej08PDKv5kpISHD4467xdrn8rkyzd87OzvDx8QHw5pbMxMREmRNZxsXFBV5eXoo4DyppXGw8p1vzWCYXT09PuLq6Anjzhb2jj/GtdSwr6PiHDSC8OTEfPHgwsyHTp08fdOvWLfOBiVkZf/lSU1ORkZGR6zdoMTExAIDSpUtLmJqsKTo6Gvv27RNV+/HHH+f5zAMiIiJb4zjGvh06dAi//PJLvnV6vR5TpkzBiRMnFHP7CRER2ReeXQAsW7YMS5YsQbVq1bB+/Xr06dMn10ET8OYKA+PDEV+8eJFrzblz5wAAFStWlCYwWd22bdtE196+fTtzHxMREcmN4xj7tmXLFtG1N2/exH/+8x8J0xARUWFW6BtAV65cwb59+1CvXj189dVXomYP6tKlC4DcmwYpKSmIioqCq6srgoODrZ6XpHH16lVJ64mIiKTAcYz9u3btmqT1REREYhX6BtDmzZsBABMmTBD9NO2mTZvC2dkZBw8exP79+5GRkQHgzTdpn376KQBg1KhRinlCeWFg3IdS1RMREUmB4xj7xzEGERHZi0L9DCC9Xo+LFy8CAPr27WuytlWrVhg9ejSANw87mzt3LsaOHYulS5di6dKl2WpbtmxptQf4kW2Ehoaa9Y1baGiohGmIiIjyx3GMYyhXrhzu3Lkjup5jDCIikkqhbgAlJSVl/v/8vm3564xPZcqUwbp167B9+3YcP34cCQkJqFmzJjp37ozq1atLkpek895772HPnj2iaosUKYJGjRpJnIiIiMg0jmMcQ+fOnXHo0CFRtcWLF0fdunUlTkRERIWVYHD0+foUKq8HMzoaR5kGPiMjA+3bt8eFCxfyrV2xYgXef//9Ak0Dr9VqsWXLFuzbtw///e9/4erqirfffht9+/aVZcCnpOkuAWVPA6+EY4JSpoGPjY3F2rVrceLECTx+/Bh+fn6oXbs2Bg8ejLJly8odr8AcdRr4wMBAuSNQLhz5mGXtaeB1Oh1at26NP/74I9/aJUuWoEePHlZZb9Zp4B39uAu8GUOtXLkSBw8exLNnz+Dn54dGjRph0KBBKFWqlNzxRCvoNPAxMTH46aefcPz4ccTExMDf3x+NGzfG4MGDERQUJGVkk4zTwL98+ZLTwNsRpU4Dr4QxvrWmgS/o+IcNIDvlyAOnrBylAQQAT548Qffu3XHr1q08a8aOHYsffvgBcXFxZjeAbt68iYEDB+L27du5Lu/Xrx++/fZbaDQas97XEko60QFsANk7JTSAoqKi8NFHHyE2NjbHMrVajWnTpmH06NEO+ewUNoDImhz5mGXtBhAAPHjwAO+//77JW8HGjx+Pzz77zGrrVFID6MCBAxg1ahQSEhJyLHNycsKXX36JYcOGyZDMfAVpAO3evRtjxoxBcnJyjmUajQZz5sxB//79rZ5VDDaA7BMbQPZL7gZQoX8INJFRiRIlcPDgQYwZMwa+vr7ZllWrVg1r167FzJkzC/TB7smTJ+jatWuezR8AWL9+PcaNG+fwJ08ipTp79iz69u2ba/MHePM8lpkzZ2L58uU2TkZE9i4kJASHDh3CqFGjMj/8G9WoUQMbNmywavNHSU6cOIFBgwbl2vwB3lxh9dlnn2Ht2rU2TmYbhw4dwrBhw3Jt/gBvrowaN25crrP6ERH9Fa8AslOO/M1ZVo50BVBWOp0Od+/eRUJCAoKDg1G0aFEAb75l8vX1RWxsrFlXAA0fPhw7duwQVbtlyxaEh4cXKLe5lPRNB8ArgOydI18BlJGRgWbNmuHGjRv51mo0Gpw5c0bWS/ILglcAkTU58jFLiiuAstLpdLhz5w4SExMREhKCIkWKSLIeJVwBpNVq0ahRI9y7dy/fWnd3d5w7d06yf09rMecKoNTUVNStWxdPnz7N9329vb1x/vz5HF9iSo1XANknXgFkv3gFEJEdcnJyQvny5VGrVq3M5k9BvXr1CpGRkaLr16xZY9H6iMj6Tp06Jar5A7z5wGKcmpuI6K+cnJxQoUIF1KpVy+6bFXI7fvy4qOYPACQnJ2P79u0SJ7KtQ4cOiWr+AG+afOaMN4mocGIDiEhily5dynd2lqzOnTsnYRoiKghz/y75d0xEZDlzj6Vnz56VKIk8eO4hImtjA4hIYlmn6RVD7GwQRGQ7/DsmIrI9c4+lSjv28txDRNbGBhCRxMx9DkhwcLBESYiooPh3TERke+YeS0NCQiRKIg+ee4jI2tgAIpJY9erVzXqO0LvvvithGiIqiBYtWpg1AyD/jomILNeqVSuz6pV27DV3e5S2/URkfWwAEUlMrVZjwoQJomo9PDwwYsQIiRMR2a+HDx8iIiIC48aNw7hx4xAREYGHDx/KHQshISHo27evqNqKFSuiU6dOEiciIlK+cuXKoWvXrqJqq1evrrgGSLVq1dCmTRtRtfXr18c777wjcSIicnROcgcgKgyGDBmCs2fPYtu2bXnWODk5Yfny5ShWrJgNkxHZB51Oh2+++QaLFi3K8dD0mTNnYvTo0Zg8eTKcnOQ7bf3jH//AlStXcPHixTxr/P39sWrVKllzEhEphV6vR6lSpSAIgskpxosWLYoff/wRKpXyvttesGABOnTogD///DPPmpIlS2LZsmVmXalKRIWT8o6SRHZIEAQsXrwYX3zxBby8vHIsr1atGnbv3o3WrVvLkI5IXgaDAWPHjsX8+fNznTFPp9Nh/vz5GDt2rMkPAFLz8PBAZGQkhg0bBrVanWP5u+++iyNHjqBChQoypCMiUhaDwYC///3vmD9/vsljf/HixXHw4EGUKVPGduFsyN/fH/v370fv3r1zbfB07twZR44cMft5QURUOPErSiIbUalUGD16NIYOHYrffvsN//3vf+Hm5obq1asjLCyM39pQobVz505s3bo137qtW7fi3XffFX07gBTc3d0xe/Zs/P3vf8fvv/+Op0+fws/PD2FhYShVqpRsuYiIlObgwYNYu3ZtvnVPnz5FdHQ0+vfvb4NU8vD19cXChQsxffp0/Pbbb4iJiYG/vz8aNWqEkiVLyh2PiBwIG0BENubm5mb2Qw2JlGzJkiVm1crZADLy9/dH9+7dM2/1evnypaxXJxERKY255wYlN4CMihYtahfnQCJyXLwFjIiIZBMfH49Lly6Jrr948SLi4+MlTERERHLTarU4ffq06Ppbt27h2bNnEiYiIlIGNoCIiEg2L1++tMlriIjIccTGxkKv15v1mhcvXkiUhohIOdgAIiIi2fj7+9vkNURE5Dh8fX3NntErICBAojRERMrBBhAREcnGx8cH1apVE11frVo1+Pj4SJiIiIjkptFoULduXdH1b731FooXLy5hIiIiZWADiIiIZDVy5EjRtaNGjZIwCRER2QueG4iIrI8NICIiktX7778valaTrl27onv37jZIREREcmvfvj369u0LABAEIc+6Nm3aYMCAAbaKRUTk0DgNPBFJxmAw4Pz58/j111/x/PlzBAQEoFGjRmjQoIHJwRwVLoIgYPHixShRogQiIiJyPPhTpVJhxIgRmD59On9viIgKCUEQMG/ePBQrVgwLFy6ETqfLtlylUmHIkCGYNWuW2c8LIrLE3bt3cfjwYdy7dw/u7u6oUaMGWrZsCVdXV7mjEeWLDSAiksT9+/cxevRonDp1KseyGjVqYNGiRahYsaIMycgeOTs7Y+bMmRg6dCh2796NmzdvAgAqVKiAzp07o3Tp0jInJCIiW1Or1ZgyZQoGDBiAw4cP4+rVq0hNTUW5cuXQqVMnhIaGyh2RCpHk5GRMnjwZmzZtgsFgyLasePHi+O6779C2bVuZ0hGJwwYQEVndvXv30KZNmzyn67548SLatGmD/fv3o3LlyjZOR/asdOnSGDNmjNwxiIjIjoSEhOCTTz6BIAiIi4uTOw4VQqmpqejWrRvOnz+f6/KnT59iwIABWLx4MXr27GnjdETi8XpJIrIqg8GAkSNH5tn8MUpKSsKwYcNyXNJNRERERGRP5syZk2fzJ6tx48bh4cOHNkhEVDBsABGRVZ06dQpnz54VVXvz5k0cOnRI4kRERERERAWTnJyMlStXiqrVarVYvny5xImICo4NICKZaLVaZGRkyB3D6o4dOyZpPRERERHZnl6vR1pamtwxbO7MmTNITU0VXc+xLdkzNoCIbOjRo0eYNGkSqlWrhqCgIAQFBaFVq1ZYtWoVtFqt3PGs4vnz55LWExEREZFt6HQ6/Otf/0Lbtm0RFBSE4OBgVKlSBePHj8e9e/fkjmcT5o5Vnz17JlESIsvxIdBENnLkyBF88MEHSE5OzvxZRkYGLl26hEuXLmHLli3417/+hcDAQBlTWs7Pz8+sel9fX4mSEBEREVFBxcbGYtCgQTh58mS2n8fExGDdunXYunUrVqxYgf79+8uU0DbMHdv6+/tLlITIcrwCiMgGLl++jMGDB2dr/vzV+fPnMWjQIIe/Laxhw4aS1hMRERGRtAwGAz788MMczZ+sUlNTMWTIEPz73/+2YTLbq1OnDtRqteh6jm3JnrEBRGQD06dPF3XP9JkzZ7Bt2zYbJJJO8+bNUb58eVG1xYsXR+fOnSVORERERETm2Lt3L6Kjo/Ot0+l0GDt2LAwGg/ShZOLn5ydqandBECAIAoYNG2aDVEQFwwYQkcQePXqEX3/9VXT95s2bJUwjPScnJyxatAguLi4m61QqFRYtWgRXV1cbJSMiIiIiMbZs2SK69ty5c/jzzz8lTCO/L774AqVLlzZZYzAYMHnyZFSuXNlGqYjMxwYQkcSuXr1qVv2VK1ckSmI7tWrVws6dOxEcHJzr8qJFi2Lz5s1o1qyZjZMRERERUX4uX75sVr0Sxq+m+Pv7Y8+ePWjQoEGuy11cXDBr1iyMGzfOxsmIzMOHQBNJLD093ax6nU4nURLbqlu3Lk6fPo3IyEgcP34cMTExCAgIQKNGjdC1a+0IBmgAACAASURBVFe4u7vLHZGIiIiIcmHueNTc8a4jKl68OHbv3o3o6GgcPHgQ9+/fh5ubG2rWrInu3bujRIkSckckyhcbQEQSCw0NlbTenmk0GvTo0QM9evSQOwoRERERiRQaGoonT56YVV8YCIKA8PBwhIeHyx2FqEB4CxiRxCpUqIAKFSqIru/YsaOEaYiIiIiITOvUqZPo2lKlSqFGjRoSpiEia+EVQEQSEwQBM2bMQL9+/SAIgslZEoKDg/HBBx/YMB2Z68GDB1i3bh1OnTqFuLg4FCtWDC1atEC/fv3g5eUldzwiIiKygrS0NGzatAmHDx/Gw4cP4eHhgdq1a6N///5mfbHnqPr164fly5fj9u3bedYYx7Vz5syBSqVS9ExgRErBBpCdEgRB7ghWp4RtMm6DcZpHsdq0aYMZM2Zg5syZedYULVoU69evh6enp8U5C6Iw7x+xfvzxR0ybNi3bfe5Xr15FVFQUfvjhB6xYsQJNmza1+noB7h97p4TtUfL+Idtz9N8hJfwd/DW/o2+PkS22448//sDAgQPx4MGDbD8/c+YMli1bhvHjx+PTTz+FSmX+zRRZ89vz75mrqyvWr1+Pbt264fHjx7nWGGe96t27N169emXjhNKy1/0illLP6UraHrm2QzCwVWuXkpKS4OHhIXcMsrLDhw9j6tSpOHv2bObPXF1d0adPH3z11VcoWbKkjOnIlIiICIwcOdJkjbOzM44fP57nDBFEZF2JiYmyNc3JNO4bclQ3b95EvXr1EBcXl+ty41UvU6dOxVdffWXjdLb3/PlzfP7551i3bh2Sk5Mzf16zZk3MmjWLjy4gkoEl51g2gOzU69ev4eTk+BdoeXp6Zp4oExMT5Y5jMbVaDXd3dyQnJyMjI6PA7/PkyRPcu3cPrq6uqFixItzc3KyYUjyl7R+VSgUPDw+L989fPX36FNWrV0dqamq+tZUrV8bJkyehVqstXq+Hh0fmt4sJCQkWv5/cjPsnJSVFEbPdZd0/iYmJDn/puyAI8PT0RGpqqsPM5qLT6eDn5yd3DMqFI49jvLy8HOrvIC8uLi7QaDQAoIjjrpubGwRByNaEkMJ7772HqKgokzXGb+5PnjyJqlWrmvX+xrEk8GbmLDFjC3uQmpqKGzduIDk5GSEhIQgODgbw5ssvV1dXRZwHlTYu5rHMPhk/96WkpBT4PSwZ/zjmmbkQyMjIsOoHWLkYO5MGgwFpaWkyp7Gck5MT3N3dodVqLTr4+Pv7w9/fP/O/5fq38fDwyBzEKGH/qNVqeHh4ID093aonu3Xr1okeoF27dg3Hjx9Ho0aNLF6vcYAIKGP/GBtA6enp0Gq1csexmJubW2YDKC0tzeEHvsYGUHp6uiJ+30hejjyO8fLygk6nc/i/g6wNOCUcd11cXCAIgqT75e7du/k2fwBkHu9//PFHzJ4926x1ODs7Z/7/jIwMh/k9EwQBlSpVyvzvrLldXV0VcR5U0rjYuB1KOJZl/ZvRarWKaGhJfSwzhbOAERHlI+ste2KcOXNGoiREREQkFZ7viUjp2AAiIsqHubdfKeGyYSIiosLG3PO9Em7PJqLChQ0gIqJ8BAUFmVVfokQJiZIQERGRVMw935tbT0QkNzaAiIjy0bJlS0nriYiISH6NGzeGi4uL6Hqe74nI0bABRESUj06dOqF8+fKiat9//32UKVNG2kBERERkdV5eXhg+fLio2oCAAAwcOFDiRERE1sUGEBFRPpydnbFq1Sr4+PiYrKtcuTLmzJljo1RERERkbZMmTUKTJk1M1ri6umLVqlXw9va2USoiIutgA4iISIRKlSrhyJEjaNasWY5lKpUK/fr1w969ezkYJCIicmAajQabN2/G6NGjs00/bVSrVi3s27cPjRo1kiEdEZFlnOQOQETkKMqUKYNt27bh5s2bOH36NGJjY1G8eHE0bdoUxYoVkzseERERWYFGo8EXX3yBsWPH4vjx43j48CE8PT1Ru3ZthIWFQRAEuSMSERUIG0BERGaqUKECKlSoIHcMIiIikpC/vz+6dOkidwwiIqvhLWBERERERERERArHBhARERERERERkcLxFjAiIjNlZGTg9u3biIuLQ/HixREcHMznARARETkIg8GAu3fv4uXLlwgMDESZMmV4HieiQoENICIikVJTU7Fw4UL8+OOPePnyZebPQ0ND8cknn6BXr14cQBIREdkpnU6HFStWICIiAo8fP878eXBwMEaNGoWhQ4dCrVbLmJCISFpsABERiRAbG4sePXrg4sWLOZbdvn0bY8aMwYkTJ7Bw4UKoVLy7loiIyJ6kpqaif//+OHbsWI5lDx8+xJQpU3D06FGsWbMGGo1GhoRERNLjpxQionwYDAaMGjUq1+ZPVlu2bMEPP/xgo1REREQk1uTJk3Nt/mR15MgRfP755zZKRERke2wAERHl4+TJkzh8+LCo2u+//x6vXr2SOBERERGJdePGDaxfv15U7erVq3H37l2JExERyYMNICKifOzevVt0bWpqKo4cOSJhGiIiIjLHnj17RNfq9Xrs3btXwjRERPJhA4iIKB+3b982q/7PP/+UKAkRERGZi+dxIqI32AAiIsqHuTOCODs7S5SEiIiIzMXzOBHRG2wAERHlo0qVKmbVV65cWaIkREREZC6ex4mI3mADiIgoHz169BBdGxAQgBYtWkiYhoiIiMzx3nvvib6qx9XVFR07dpQ4ERGRPNgAIiLKR5UqVTBkyBCTNYIgAABmzpwJd3d3W8QiIiIiEUqWLInx48ebrDGexz/99FMULVrUFrGIiGyODSAiIhG++uordOnSJc/lBoMB06ZNQ69evWyYyvHExsbixo0bePbsGQwGg9xxiMhB6HQ63L9/H7dv30ZqaqrcccgBjR8/Hh988EGeyw0GA0aOHIm//e1vNkxFRGRbbAAREYmg0WiwfPlyrF69Gg0bNoSTkxMAwN3dHR06dMDBgwfx8ccfy5zSfh06dAht2rSBn58f6tWrh7CwMNSpUwdLly6FVquVOx4R2akXL15g8uTJqFSpEmrXro0GDRogNDQUQ4YMwfXr1+WORw5EpVLhm2++wZYtWxAeHg6NRgMAcHFxQcuWLbFjxw7MmjUr80ogIiIlcpI7ABGRoxAEAR07dkTHjh2RkZGB5ORkeHp6crBogsFgwIwZM7B06dIcy+7fv4/PP/8ce/fuxYYNG+Dt7S1DQiKyV1euXEHPnj3x/PnzbD/XarXYs2cPDh8+jIiICD6vhcwSHh6O8PBw6PV6JCUl8TxORIUKrwAiIioAtVoNLy8vDhrzsWrVqlybP1mdPn0aY8aMsVEiInIEcXFx6NOnT47mT1ZpaWkYPnw4Ll++bMNkpBQqlYrncSIqdNgAIiIiSSQmJuLrr78WVbtv3z6cPHlS4kRE5CiWLFmCJ0+e5Fun1Woxa9YsGyQiIiJyfGwAERGRJKKjoxEfHy+6fufOnRKmISJHsmvXLtG1x44dw6tXryRMQ0REpAx8BhARkYIlJSVh//79OHfuHBITExEUFIRWrVqhTp06kl/2fuvWLbPqb968KVESInIk6enpuHPnjuh6vV6PO3fuwN/fX8JUJKW0tDQcOHAAp0+fRnx8PIoXL44WLVqgYcOGvEWLiMiK2AAiIlKoffv2YeLEiYiJicn283nz5qF58+ZYvHgxihYtKtn6zR20c5BPREaCIMBgMJhVT44pOjoaY8eOzXHL3/z581GvXj1EREQgJCREpnRERMrCW8CIiBRox44dGDRoUI7mj1F0dDTat28v6W0TFStWlLSeiJTJ2dkZ5cqVE12vVqsRGhoqYSKSypEjR9CrV688n/d05swZtG3bFo8fP7ZxMiIiZWIDiIhIYZ4/f45PPvkk37p79+5hypQpkuVo1qwZ/Pz8RNd3795dsixE5Fi6desmurZly5bw9fWVMA1JIT4+HqNGjYJerzdZ9/z5c4wbN85GqYiIlI0NICIihfnpp5+QkpIiqnb79u2iZtopCHd3d8yYMQNA/rdndOnSBfXq1ZMkBxE5nuHDh6NUqVL51rm6umL69Ok2SETWtmnTJrx+/VpU7dGjR3H16lWJExERKR8bQEREBZCSkoJnz55Bq9XabJ06nQ7Pnz9HYmKiybpff/3VrPf97bffLIllUr9+/TBx4kSTz/Jo3rw5fvjhB8kyEJHj8fLywsaNGxEcHJxnjbu7O1avXo1KlSrZMBlZi7nnqujo6AKvy3jOTk9PL/B7WIvBYEBcXByePXuGjIwMueMQUSHDBhARkUh6vR6bNm1Cq1atUKpUKYSFhaFUqVLo2bOn2QNZc1y4cAFDhgxB2bJlUbVqVZQtWxaNGzfGsmXLcm1AvXjxwqz3f/nypbWi5mrSpEnYuXMnmjVrBien/809ULlyZcydOxcbN26Eh4eHpBmIyPFUqFABUVFRGDt2LIoXL575cy8vL/Tq1QvHjh1Dq1atZExIljD3XJXXM+3ykpGRgQ0bNqBFixbZztm9evXCv//9b7PeyxqSk5Pxww8/oFatWvD19UXx4sVRrFgxjBgxwuxZM4mICoqzgBERiZCamophw4bh4MGD2X6ekZGBqKgoREVFYfz48Zg8ebJVZ6NZtmwZRo8eneNbwps3b2LatGnYtWsX1q9fn23644CAALMGkwEBAVbLm5cmTZqgadOm8PDwwJ07d+Dq6govLy/J10tEjs3X1xfTp0/HtGnT8Pr1a2i1WhQpUgRqtVruaGQhc889RYoUEV2bkpKCIUOG4Jdffsn2c51Oh6NHj+Lo0aOYPHkyJkyYYFaGgnr8+DF69eqF69evZ/t5UlIStm/fjp9//hlLlizBe++9Z5M8RFR4sQGUi8OHD2PJkiXYvHkzNBpNrjVnzpzB7Nmz83yP4OBgLFy4UKqIRGRjn376aY7mT1aCIGDevHkICgrCwIEDrbLOAwcOYMSIESZrzp07h2HDhmH79u2ZjacmTZrg1KlTotfTqFEji3Kaw8XFBUFBQTa9dY6osFHiOEYQhGyNbnJ8TZo0wYEDB0TXN2vWTHTt+PHjczR/shIEAd988w1KliyJPn36iH7fgkhPT0f//v1zNH+y0mq1GDFiBIKCglCnTh1J8xBR4cZbwP5Cr9dj7dq1+d6Te//+fWRkZJj8HxEpw6VLl7Bx40aTNcZn3MyaNSvfZ/SIodfr8fHHH4uqPXHiBPbu3Zv534MHD4arq6uo13bp0gUlS5YsUEYisj+FZRxjMBhw8+ZNbN68GT/99BOioqKQmpoqdywyQ+/evUXP3hYeHo6qVauKqj137hy2bdtmssZ4zv7iiy9ET5pQUBs2bMAff/yRb51Op8Pnn38uaRYiIl4BhDcngbS0NDx8+BBr165FXFxcvq+5c+cO1Go1duzYYdXbPYjI/mzfvl10bVxcHI4ePYrOnTsXeH0pKSn4+OOPcfv2bdGv2b59Ozp27AgAKFasGObOnYvRo0ebfE1ISAi++eabAuckIvtQ2MYxf/zxByZNmoSzZ89m+7mXlxfGjRuH0aNHQ6Xid5z2zsfHB4sWLcLAgQNNTgUfGBiIefPmiX5fc87Zr169QnR0NNq1ayf6NebKrxmV1dmzZ3H//n1RM+ARERUEG0AAvv32W7Nnwblx4wbKly/vcIMmIjKfqcu2c3Pt2rUCN4CSkpLQrVs3XLhwwazX/TVjz5494ebmhokTJ+LVq1c56ps0aYKlS5fa5Pk/RCStwjSOOXHiBPr27Zvr1T4JCQmYNWsW/vjjD0RERLAJ5ADatGmDjRs34uOPP8bTp09zLK9duzaWLVtmcja4v7p27ZpZGa5fvy5pA8jcMcT169fZACIiybABVAAGgwExMTFo0KCB3FGIyAZMTWGeG1PfZOZn2rRpZjd/8lpnp06d0Lx5c+zduxfnz59HQkICgoOD0apVK9SvX9/hPvgRkXU46jjm1atXGDp0aL63eu3cuRO1a9fG8OHDbZSMLNGiRQucOXMG+/btw5kzZxAXF4cSJUogPDwc77zzjtnnKlues8WwtzxEVLixAYQ3UxQbGQyGfJ/Ab7xXuHTp0pLmIiL7UK5cOURHR4uuL1++fIHW8+DBA2zYsKFAr81rnV5eXujduzd69+5doPclIvtXWMYxK1euRGxsrKjauXPnYujQoXB2dpY4FVmDm5sbunfvju7du1v8XuXLl8fJkyfNqpdS+fLlce7cObPqiYikwgbQX4j5lsF4b72HhweOHDmC/fv34969eyhRogSaN2+Odu3awd3dPd/3WbRoEe7cuZPrsnr16qFbt27mhbdDxn9PQRDg7e0tcxrLGbfHw8PD7G907JFS94+7u7tV90+/fv2wcuVKUbUeHh7o2rVrgf49T548WeBv/vr06WP3+zDr/hH7kGp7lnUaaiVNae/m5gYXFxe5Y4gi9cNbHZEtxzE//vgjrly5kuuyatWqoV+/fuaFz8fRo0dF175+/RrXr19H48aNC7QuV1fXPGdQcxRZj1FKOO46Ob352JLfua5fv35Ys2aNqPf09vZG586dJT1/9u7dW3QD6O2330bNmjUlyyIF462WSjgPKm1cDCjvWObh4eHwV8mJPZaZYsn4hw2gAoiJiQHw5p77rB8y7927hzVr1mDt2rX45z//mW8H/z//+U+et3oUK1bM4f9YsxIEQVHbo8RvFLl/8ta8eXN0795d1IMlZ8yYgWLFihVoPY8ePSrQ6+rWrYv+/ftnO0HaM+OJT0ns8e/n119/xcqVK3HmzBkkJSWhbNmy6Ny5Mz766CN4enrm+TpH2j9arVbuCA7JWuOYK1eu4Pjx47ku8/DwsPrfxf37982qf/z4cYEzONLfgRhK2p789mmrVq3QqVMn/Pzzz/m+l4+PD2rVqoUiRYogPDwcf/vb31CmTBkrJX1j1KhRWL58OW7evJlnjbHxMHfuXLs8n4jhqLnzopTtUdLfPqCs7bHkd8yS8Q+fjlcAxg9p7dq1w5o1axAZGYnIyEisWbMGnTp1gsFgwMSJE60yFTQR2YdVq1ahSZMmJmuGDx+OiRMnFngdBfn2rEqVKti5c6fDNH9IelqtFsOGDcM777yDNWvW4Nq1a7h//z6OHTuGCRMmoEKFCjhz5ozcMUlGjjqOMfcYaarRScolCALWrl2Lhg0b5lv74MEDPHjwABcuXMDcuXNRsWJFLFu2zKp53Nzc8PPPP5u85VIQBCxduhQtW7a06rqJiP5KMCjhPhYrM87es23btgJ15hYsWIAjR45g6NCh6NKlS551z549Q1paWq7L0tPT4e/vb/a67Y2vry8EQYBerxc1La29U6vV8Pb2Rnx8PDIyMuSOYzEfHx+oVCoYDAbRz1WwZ8b9k5CQAJ1OZ/X312q1WLFiBZYvX44HDx5k/vztt9/GuHHj0KlTJ4serHzs2DF07dpVdH2TJk2wYcMGh/mQo1Kp4OPjg8TERKSnp8sdx2Le3t6ZjbfY2Fi7uS10zJgxWL9+vckaLy8vHD16FKGhoZk/EwQBvr6+SEpKcpgra/R6PWeyy4WtxjHPnz/P84HMWq3W6vtm2LBh2LFjh+j6a9euFeiKTD8/PyQnJ+c5RnMU7u7umbdzKuG46+npCUEQkJCQIKo+LS0Ny5Ytw4oVK8y+wjYiIgI9e/YsSMw8vXr1CnPnzsWmTZvw+vVrAG/GLU2bNsVnn32GOnXqWHV9tqLRaODh4WFX58GCUtK42HhO57HM/ph7LMuNJeMf5VxDZUfatWuHI0eO4MaNGybrTA1KXrx4oYgGQ1ZK2B7jh3u9Xq+I7clKSdsj1f5Rq9UYMWIEhg8fjidPniAuLg7FihXLbNZaek9ygwYNEBoaitu3b+dbq9FosHDhQri5uTnMvjMODJXy95N1oJuRkWEXA9+TJ0/m2/wB3kyXPWnSJGzevDnzZ0o+vpF5xI5jihYtmucyKcYxAwYMEN0Aatu2LQIDAwucQQl/B1nPSUrYHuMxVux2ODk5YfTo0Rg1ahQeP36MJ0+eoG/fvpnNF1MmTZqEVq1awcfHx6LMWfn4+GDWrFn48ssvERcXh5SUFBQtWjTz2Ouo+8f4e2Yv50FrcdT9YaSkc/pfx1tK2R65toO3gEnA+M2pr6+vzEmISAqCIKBkyZKoXLmyVa/Uc3Jywvfff2/ydi7jCX3q1KkIDg622rpJGdatWye69ujRowV+7hQpm72OY5o0aYK+ffvmW+fr64t//OMfNkhEjkAQBAQFBeH27duimj/Amwel7927V5I8Tk5OeOutt1C1alVFPDiZiBwLG0BmSk1NRdeuXTFo0KA8u9zGb1Qd9VJOIpJPw4YNsXbt2jwHhYIgYOrUqRg5cqSNk5EjOH/+vFn1v//+u0RJyF45+jjmu+++w4ABA/JcHhwcjB07dqBUqVI2TEWOIK+JV/Ji7vGUiMgR8BYwM7m6uqJSpUq4cuUKvv/+e3z44YeZ9/ElJydj06ZNuHjxIvz8/FCjRg254xKRA2rdujXOnTuHjRs34siRI3j06BG8vLzQoEEDDB48ON+ZeajwSk5ONqve3h7yS9Jz9HGMRqPBvHnz0Lt3b6xfvx6///47UlJSULp0abRt2xb9+/d3+OnOSRrmHh+TkpIkSkJEJB82gApgypQpGDVqFKKjoxEdHZ1juaurK7777jvOykNEBebv749p06ZhxowZAN48T6MwSEpKQlRUVOZ0uRUqVEB4eDg8PDxkTuYYQkJC8OzZM7PqqfBRwjimXr16qFevntwxZPPgwQNER0fj8ePH8PLyQt26dVG7dm2oVLy4Py/m3jbN4yMRKREbQAXg5eWFn376Cb/99hsOHjyI69evQxAEVKhQAc2bN0fz5s0LNOsGEVFhZTAYsGbNGnz11Vc5Zgz08fHBtGnTMGjQIItmWSsMjFePieHr64u6detKnIjsEccxjishIQFTpkzB5s2bc9zCV61aNfzwww+oXr26TOnsW+vWrfHPf/7TrHoiIqVhAygXu3fvzrfGOG1j06ZNbZCIiEjZvvrqKyxYsCDXZXFxcfj73/+Ohw8fYtq0aTZO5liGDh2K5cuXi7pibMKECfyQr1AcxyhTQkICOnXqhCtXruS6/I8//kCHDh2wbds21K9f38bp7F/NmjXRunVrHDp0KN/aFi1asEFORIrE60SJiEhWUVFRWLBggcmrewRBwPz58xEVFWXDZI7Hx8cHq1evhpubm8m6rl274qOPPrJRKiKyhunTp+fZ/DFKTU3F0KFDzX7eTWGxcOHCfJ+jFxoaisWLF9soERGRbbEBREREsvr+++8BIM8ZibIuM9ZS3ho0aICDBw+icePGOZZ5e3tj5syZiIiI4LNCiBzI06dPsXHjRlG1z58/x4YNGyRO5Jj8/f1x4MABDBgwIMczrtRqNfr27YsDBw4gMDBQpoRERNLiLWBERCSbpKQknD59WnT96dOnkZSUxIdC56Ny5crYtWsX7t69i99//x3JyckICQlBgwYN4OLiInc8IjLTsWPHoNfrRddHRUXh448/ljCR4/L29sa8efMwbdo0nDp1Ci9evEBAQAAaNmwIf39/ueMREUmKDSAiIpLN8+fPzfpQo9frERMTwwaQSGXLlkXZsmXljkFEFnry5Imk9YWRv78/2rdvL3cMIiKb4vXfREQkGx8fH7Nf4+3tLUESIiL7Ze6xsiDHViIiUj42gIiISDb+/v4oV66c6Ppy5crxEn0iKnTMndWrXr16EiUhIiJHxgYQERHJ6oMPPhBdO2zYMAmTEBHZp8qVK6NBgwaiap2dnTFgwACJExERkSNiA4iIiGQ1aNAgNGnSJN+6Jk2aYODAgTZIRERkXwRBwLx58+Dp6Zlv7axZsxAcHGyDVERE5GjYACIiIlk5Oztj3bp16NSpU541nTp1wrp16+Ds7GzDZERE9qN8+fLYvXs3SpcunetyFxcXfPPNN2ZdVUlERIULZwEjIiLZeXp6YtWqVTh9+jR27NiBGzduAAAqVqyIbt26mf38CyIiJapWrRpOnjyJHTt24JdffsHjx4/h5eWFevXqoXfv3ihZsqTcEYmIyI6xAURERHajfv36bPYQEZmg0WjQu3dv9O7dW+4oRETkYHgLGBERERERERGRwrEBRERERERERESkcGwAEREREREREREpHBtAREREREREREQKxwYQERHZhF6vx6tXr6DT6eSOQkRkM3q9Hq9fv0Z6errcUYiIqJBjA4iIiCR1+vRp9O3bF8HBwQgICECRIkXQoUMHREZGwmAwyB2PiEgSly5dwpAhQ1CmTBlUqFABQUFBaNOmDTZt2oSMjAy54xERUSHEBhAREUnmu+++Q8eOHXH48GGkpaUBePNt+JkzZzBs2DB8+OGH0Gq1MqckIrKu5cuXo3Xr1tizZw9SUlIAAAaDARcuXMCYMWPQr18/JCcny5ySiIgKGzaAiIhIEuvWrcO3334LQRDyrImMjMT06dNtmIqISFp79uzB1KlTodfr86z55Zdf8Mknn9gwFRERERtAREQkgcTERMycORMA8r3Na/Xq1bh27ZotYhERSUqr1WLKlCmianfu3IlTp05JnIiIiOh/2AAiIiKrO3LkCOLi4kTVGgwGbN++XeJERETSO3nyJJ48eSK6fuvWrRKmISIiyo4NICIisrqrV69KWk9EZI/MvZqRVz8SEZEtsQFERERWZ+rZF7nhjDhEpATmHst47CMiIltiA4iIiKyuXLlyktYTEdkjHvuIiMiesQFERERW9+6778LV1VV0/XvvvSdhGiIi22jatCl8fHxE13fu3FnCNERERNmxAURERFYXEBAgeorjDh06oF69ehInIiKSnru7Oz777DNRtY0bN0br1q0lTkRERPQ/bAAREZEkxo0bh169epmsqVu3LhYsWGCjRERE0hs6dCg+/PBDkzVVq1bFypUrIQiCjVIRERGxAURERBJRqVRYuHAhFi9ejAoVKmRbVqxYkYHKxAAAIABJREFUMUybNg27du2Ct7e3TAmJiKxPEAR8/fXXWL16NcLCwrItCwgIwIQJE7Bv3z4EBgbKlJCIiAorJ7kDEBGRcgmCgJ49e6Jnz554+vQpUlJSoNFoUKJECahU/A6CiJSrY8eO6NixI549e4YnT57Ay8sLZcqUgVqtljsaEREVUmwAERGRTZQsWRL+/v6Ij4+HVquVOw4RkU0UK1YMxYoVkzsGERERbwEjIiIiIiIiIlI6NoCIiIiIiIiIiBSODSAiIiIiIiIiIoVjA4iIiIiIiIiISOHYACIiIiIiIiIiUjg2gIiIiIiIiIiIFE4wGAwGuUNQTomJiXB3d5c7hsVUqv/1GPV6vYxJrEelUilqW4yUtE0GgwFKOLRx/9g37h/5JSUlwcvLS+4YlIuEhAR4eHjIHaNAHO3vIC+CIEAQBABQzPYAcPjtAP53/lDKfhEEQRHnQaWd13kss0/WOJZZMv5xKvBaSVIZGRlIS0uTO4bF3NzcALz5BVfC9qhUKri4uCA9PV0RJwZXV9fMg5AS9o8gCHB1dYVWq+X+sUPG/ZOeno6MjAy541jMxcUlc7DI/SMPR8lZGDnyOMbNzQ06nQ46nU7uKBZxdnaGk9Obob4j/V3nRaPRQBAEh/29MjKOJYE3TQatVitzIsuo1WpoNBpotVqH/2CutHGXEo9lShjjW+NYZsnxnA0gO5Weno709HS5Y1jMeCA1GAxISkqSO47FnJyc4OLigpSUFIc/mAJvPsAqaf+o1Wq4uroiNTVVEX8/Go0GarUaABSxf1QqVeb+cfQBL/BmQGJsACUnJzv8wNfYAEpLS1PEwJfk5cgfOtzc3JCWlobU1FS5o1jEw8Mj80OTEo67arUagiA4/PnQ2dk5swGUnp7u8Nvj4uICjUaDpKQkhz8PKmlcLAiCYo5lnp6e2Y5ljj7Gl/tYxmcAEREREREREREpHBtAREREREREREQKxwYQEREREREREZHCsQFERERERERERKRwbAARERERERERESkcG0BERERERERERArHBhARERERERERkcKxAUREREREREREpHBsABERERERERERKRwbQERERERERERECscGEBERERERERGRwrEBRERERERERESkcGwAEREREREREREpHBtAREREREREREQKxwYQEREREREREZHCsQFERERERERERKRwbAARERERERERESkcG0BERERERERERArHBhARERERERERkcKxAUREREREREREpHBsABERERERERERKRwbQERERERERERECscGEBERERERERGRwrEBRERERERERESkcGwAEREREREREREpHBtAREREREREREQKxwYQEREREREREZHCsQFERERERERERKRwbAARERERERERESkcG0BERERERERERArnJHcAIiIicgwxMTHYt28frl27Br1ej/Lly6N9+/YICgrKtV6v1+PkyZM4fvw4YmJiEBAQgMaNG6Np06ZQq9U2Tk9EJJ0nT55g7969uHXrFgRBQMWKFdGhQwcULVoUABAXF4f9+/fjypUrMBgMCA0NRdu2bVGiRAmZkxNRYcIGEBEREZmk1+uxYMECzJ07F6mpqdmWff755xg5ciSmTJkCJ6f/DStu3bqFUaNG4eLFi9nq58+fj0qVKmHp0qUICwuzSX4iIqnodDrMmTMHixYtgk6ny7Zs+vTpGD9+PIoWLYoZM2YgPj4+2/JJkyahT58++Oabb+Dm5mbL2ERUSLEBRERERCZNnToVK1euzHWZTqfDwoULcf/+faxYsQKCIODPP/9E27Ztc3zYMbp+/Trat2+PPXv2oHr16lJGJyKSjMFgwJgxY7Bt27Zcl6elpWH27NkmX79hwwbcvXsX27Ztg0ajkSoqEREAPgOIiIiITPjll1/ybP5kFRkZiU2bNkGv12PkyJF5Nn+MUlJS8NFHH+X4xpyIyFFs3749z+aPOf79739jwYIFVkhERGQaG0BERESUp4ULF4quXbRoEX777bcct33l5fbt2zhw4EBBoxERycqc42N+li5divT0dKu9HxFRbtgAIiIiolxptVqcOnVKdP3Nmzexf/9+s9Zx4sQJc2MREcnu1atXuHr1qtXeLz4+Hv/5z3+s9n5ERLnhM4BycfjwYSxZsgSbN282eS9uQkICdu7ciePHjyM+Ph5VqlRB27ZtUb9+fQiCYMPERERE1hcbG4uMjAyzXvP48WOz6p8/f25WPeWP4xgi6cXExFj9PV+8eGH19yQiyooNoL/Q6/VYu3ZtvgPeR48eYdSoUTAYDJk/u3DhAi5cuICwsDB8+eWXnOKWiIgcmq+vLwRByHauy0+xYsXMWkdAQIC5scgEjmOIbEOKY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/> ## Esquisse : Une interface
+graphique pour ggplot (oui, oui !)</p>
+<p><a href="https://github.com/dreamRs/esquisse" class="uri">https://github.com/dreamRs/esquisse</a></p>
+<pre class="r"><code>install.packages("esquisse")
+library(esquisse)</code></pre>
+<p><img 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" /></p>
+</div>
+</div>
+<div id="bilan" class="section level1" number="9">
+<h1><span class="header-section-number">9</span> Bilan</h1>
+<div class="cadre_rouge">
+<p>Vous ne pouvez pas tout connaître, il faut savoir ce qui existe (mais
+rester curieux (!) ) et savoir retrouver comment utiliser une
+fonctionnalité : ce qui est essentiel pour vous se mémorisera tout
+seul.</p>
+</div>
+<p><img 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+</div>
+
+
+
+</div>
+</div>
+
+</div>
+
+<script>
+
+// add bootstrap table styles to pandoc tables
+function bootstrapStylePandocTables() {
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+$(document).ready(function () {
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+
+</script>
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+<!-- tabsets -->
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+<script>
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+<script>
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+ // temporarily add toc-ignore selector to headers for the consistency with Pandoc
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+ $('div.section.toc-ignore')
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+ hashGenerator: function (text) {
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+ scrollTo: 0
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+
+<!-- dynamically load mathjax for compatibility with self-contained -->
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+</body>
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diff --git a/images/mutate.png b/images/mutate.png
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--
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