From ed44e7f1264a76bcdcb72980f8bc0f011ed5299a Mon Sep 17 00:00:00 2001
From: ahjota <3588606+ahjota@users.noreply.github.com>
Date: Thu, 27 Jul 2023 14:48:52 -0700
Subject: [PATCH] v2.18.4 (#5)
---
datarobot/DESCRIPTION | 4 ++--
datarobot/NEWS.md | 10 ++++++++--
datarobot/R/PredictionDatasets.R | 11 +++++++++--
datarobot/R/Projects.R | 8 +++++---
datarobot/inst/doc/AdvancedTuning.html | 4 ++--
datarobot/inst/doc/AdvancedVignette.Rmd | 2 +-
datarobot/inst/doc/AdvancedVignette.html | 10 +++++-----
datarobot/inst/doc/Calendars.html | 4 ++--
datarobot/inst/doc/ComparingSubsets.html | 4 ++--
datarobot/inst/doc/ComplianceDocumentation.html | 4 ++--
datarobot/inst/doc/DatetimePartitionedProjects.html | 4 ++--
datarobot/inst/doc/Deployment.html | 4 ++--
datarobot/inst/doc/IntroductionToDataRobot.html | 4 ++--
datarobot/inst/doc/Multiclass.html | 4 ++--
datarobot/inst/doc/PartialDependence.html | 4 ++--
datarobot/inst/doc/PredictionExplanations.Rmd | 2 +-
datarobot/inst/doc/PredictionExplanations.html | 8 ++++----
datarobot/inst/doc/RatingTables.html | 4 ++--
datarobot/inst/doc/TimeSeries.html | 4 ++--
datarobot/inst/doc/TrainingPredictions.html | 4 ++--
datarobot/inst/doc/VariableImportance.html | 4 ++--
datarobot/vignettes/AdvancedVignette.Rmd | 2 +-
datarobot/vignettes/PredictionExplanations.Rmd | 2 +-
23 files changed, 63 insertions(+), 48 deletions(-)
diff --git a/datarobot/DESCRIPTION b/datarobot/DESCRIPTION
index 6973d26d..5fe21cdf 100644
--- a/datarobot/DESCRIPTION
+++ b/datarobot/DESCRIPTION
@@ -1,6 +1,6 @@
Package: datarobot
Title: 'DataRobot' Predictive Modeling API
-Version: 2.18.3
+Version: 2.18.4
Description: For working with the 'DataRobot' predictive modeling platform's API .
Depends: R (>= 3.5), methods, stats
Imports: httr (>= 1.2.0), jsonlite (>= 1.0), yaml (>= 2.1.19)
@@ -28,6 +28,6 @@ Suggests: lubridate, knitr, testthat, lintr, data.table, AmesHousing,
VignetteBuilder: knitr
RoxygenNote: 7.2.3
NeedsCompilation: no
-Packaged: 2023-07-12 19:51:13 UTC; aj
+Packaged: 2023-07-25 01:33:05 UTC; aj
Language: en-US
Config/testthat/edition: 2
diff --git a/datarobot/NEWS.md b/datarobot/NEWS.md
index 2ecaf37c..1734179d 100644
--- a/datarobot/NEWS.md
+++ b/datarobot/NEWS.md
@@ -1,4 +1,4 @@
-# datarobot v2.18.3
+# datarobot v2.18.4
The `datarobot` package is now dependent on R >= 3.5.
@@ -11,10 +11,11 @@ Enhancements:
* The function `RequestFeatureImpact` now accepts a `rowCount` argument, which will change the sample size used for Feature Impact calculations.
* The un-exported function `datarobot:::UploadData` now takes an optional argument `fileName`.
+* The function `ListProjects` now accepts `limit` and `offset` arguments, which allows users to retrieve additional projects.
Bugfixes:
-* Fixed an issue where an [undocumented feature](https://github.com/jeroen/curl/pull/290/) in curl==5.0.1 is installed that caused any invocation of `datarobot:::UploadData` (i.e. `SetupProject`) to fail with the error `No method asJSON S3 class: form_file`.
+* Fixed an issue where a [new feature](https://github.com/jeroen/curl/pull/290/) in curl==5.0.1 caused invocations of `datarobot:::UploadData` (i.e. `SetupProject`) as well as `datarobot:::UploadPredictionDataset` to fail with the error `No method asJSON S3 class: form_file`.
* Loading the `datarobot` package with `suppressPackageStartupMessages()` will now suppress all messages.
API Changes:
@@ -37,6 +38,11 @@ Dependency Changes:
Documentation Changes:
* Updated "Introduction to DataRobot" vignette to use Ames, Iowa housing data instead of Boston housing dataset.
+* Removed hard links to `lendingclub.com` in vignettes due to issues with the CRAN URL checker.
+
+# datarobot v2.18.3
+
+This release is superseded by v2.18.4.
# datarobot v2.18.2
diff --git a/datarobot/R/PredictionDatasets.R b/datarobot/R/PredictionDatasets.R
index ab4490be..78b59f4c 100644
--- a/datarobot/R/PredictionDatasets.R
+++ b/datarobot/R/PredictionDatasets.R
@@ -1,3 +1,11 @@
+# Copyright 2021-2023 DataRobot, Inc. and its affiliates.
+#
+# All rights reserved.
+#
+# DataRobot, Inc.
+#
+# This is proprietary source code of DataRobot, Inc. and its
+# affiliates.
#' Function to upload new data to a DataRobot project for predictions
#'
#' The DataRobot prediction engine requires a CSV file containing the data to be
@@ -59,9 +67,8 @@ UploadPredictionDataset <- function(project, dataSource, forecastPoint = NULL,
routeString <- UrlJoin("projects", projectId, "predictionDatasets", "urlUploads")
dataList <- list(url = dataSource)
} else {
- dataPath <- DataPathFromDataArg(dataSource)
routeString <- UrlJoin("projects", projectId, "predictionDatasets", "fileUploads")
- dataList <- list(file = httr::upload_file(dataPath))
+ dataList <- list(file = UploadData(dataSource))
}
if (!is.null(forecastPoint) && (!is.null(predictionsStartDate) || !is.null(predictionsEndDate))) {
stop(sQuote("forecastPoint"), " cannot be provided along with ", sQuote("predictionsStartDate"),
diff --git a/datarobot/R/Projects.R b/datarobot/R/Projects.R
index aa057d9b..118c7c96 100644
--- a/datarobot/R/Projects.R
+++ b/datarobot/R/Projects.R
@@ -40,6 +40,8 @@ DeleteProject <- function(project) {
#' @param filter list. Optional. A named list that can be used to specify various filters.
#' Currently `projectName` is supported which will filter returned projects for projects with
#' names containing the specified string.
+#' @param limit integer. Optional. At most this many results are returned, default: 1000
+#' @param offset integer. Optional. This many results will be skipped, default: 0
#'
#' @return An S3 object of class 'projectSummaryList', consisting of the following elements:
#' \itemize{
@@ -78,9 +80,9 @@ DeleteProject <- function(project) {
#' ListProjects(filter = list("projectName" = "TimeSeries"))
#' }
#' @export
-ListProjects <- function(filter = NULL) {
+ListProjects <- function(filter = NULL, limit = 1000, offset = 0) {
routeString <- "projects/"
- params <- NULL
+ params <- list(offset = offset, limit = limit)
if (!is.null(filter)) {
if (!is.list(filter)) {
stop("`filter` must be a list.")
@@ -89,7 +91,7 @@ ListProjects <- function(filter = NULL) {
if (length(filter$projectName) != 1) {
stop("`projectName` must be a character vector of length 1.")
}
- params <- list("projectName" = filter$projectName)
+ params$projectName <- filter$projectName
}
}
returnValue <- DataRobotGET(routeString, query = params)
diff --git a/datarobot/inst/doc/AdvancedTuning.html b/datarobot/inst/doc/AdvancedTuning.html
index 6f867d56..df7db300 100644
--- a/datarobot/inst/doc/AdvancedTuning.html
+++ b/datarobot/inst/doc/AdvancedTuning.html
@@ -12,7 +12,7 @@
-
+
Advanced Tuning for Models
@@ -341,7 +341,7 @@
Advanced Tuning for Models
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/AdvancedVignette.Rmd b/datarobot/inst/doc/AdvancedVignette.Rmd
index b2feeba5..63fb10bc 100644
--- a/datarobot/inst/doc/AdvancedVignette.Rmd
+++ b/datarobot/inst/doc/AdvancedVignette.Rmd
@@ -40,7 +40,7 @@ ConnectToDataRobot(endpoint = "http:///api/v2", token = "
-
+
Introduction to Lift Chart, ROC Curve and Word Cloud
@@ -342,7 +342,7 @@
Introduction to Lift Chart, ROC Curve and
Word Cloud
Peter Hurford, Thakur Raj Anand, Chester Ismay
-2023-07-12
+2023-07-24
@@ -392,8 +392,8 @@ Connecting to DataRobot
Data
We will be using the Lending
Club dataset, a sample dataset related to credit scoring
-open-sourced by LendingClub (https://www.lendingclub.com/). We can create a project
-with this dataset like this:
+open-sourced by LendingClub. We can create a project with this dataset
+like this:
lendingClubURL <- "https://s3.amazonaws.com/datarobot_public_datasets/10K_Lending_Club_Loans.csv"
project <- StartProject(dataSource = lendingClubURL,
projectName = "AdvancedModelInsightsVignette",
@@ -701,7 +701,7 @@ Word Cloud
colors = colors,
scale = c(3, 0.3))
)
-![](data:image/png;base64,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)
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U04mJbZZykFA85qvJtOuKVeGbv8DuA7GkynzQV2mbDNJb0glS0CJtQWDDUGkld7qF+r0KYu2i6ECtYEEhWngcdugcTWGseRSVmU/zNgMaD8n3MZD4vQwGahMguqAIX/2pA2dpxEgKUX6ghemI617IoBbDjsUV9yWo9CAYlwnWbqkZeEy/srkuX+Thklg3hgGhNXJktj4B8dG4XK2t1OWQ8GcTXA5jLRaZLHH9hep5JDKvilkbkbUqT3RcEzNOO0PTEnUQh2xyIE66bWodIH57XImoFgZiDtiQymtdUmT2aAlvWJG1MU5kIHvzVQITrXhikdH+GKwCj4NY7yqxH6hHq9Ob7qU4BlaBO53q9/P56XKFe0DJXZ61MkFhakXQBoB7YNl08W+EBotlu2LUXempUoZ+PJ/kTemAGp5c/cOf7FQZXpfXGY9Lg4VN4fHJmO+ZyBZDMd1/fdbpdsPOXDdNQJ8W9djEcOw8y/DRjMD7DArYE0QzoFBjoVUsqK425IbL7xOSG9LYAEEw/JbB6kvynYf9yPG6mD/P/+Ou2RibB6TUB/xvMdgrS5Hudj3zMw15PBkI/6j+c52PdJP0al+9uA8e4EeG/R+Z0Bk7Z+fk9m9e6bgdvbhSngMx7vfLe6HoWhkOk0hEnZqAo0hbXGSFwnJkRpqInfWmXcz+UzeKmrlXNIU2A5B/ESDQf+8tDX8emkm06QUA4bGMIj/SJl9LQEc1fZrpOBXLcsWcKgD7YsZ5M3tyTLUy1CZFCtENkCxnLHihQpBUbaAODwa5tcMgyq0XMX+aSjD+BTRP5yAi9+DTDd0Zvg71PfI/Mh5dUHHrQN4HMj4DUfdgiTBPgv3b/GKRf6rXJlYG17foNLvugYKu38FrgXNzhlAYDojpiX4+C1o3G+B6DW3g4L12/wJfp+j1uSwOPqou/jOOebAKp/6hYmtYADfQLVtyPm/iFIpSQyvHvgRT4aTLVBqWynwWrwL2bAYkD/YvL+zaFkNLQOEcDVTEf/ZtUvAWkjNrIZX+8YfOG7NfC9PGXwMnvwAp2GdBMFjeowpIJ3bykhT/wQl8qEzFiLeT2r8xv3PbveKU2Bo4xr77uG2bCgffy3S/rVcMjTfzoVM3izjW/fJoxj+NIUuQyOkF38jJWMYMplYRIBQOZV+CJ9sdMtX3XyMRVKRtegPSUsTXUAcI9u7VMTx21zyqNrnbK0t11ioPotB5P5+JIwNR62H43+OB4yINIu+AdNvtS3nwym74IUmQdmd2dDuwyGP9QXwOUeBMNiErPlwN8IgXWG6mvR+Z0Ba4bP7/xm2juZBomewSSGSeg/3xafKVwv69+TMHWf8qtO9JtZBvVmD9QL+smQusDiNRam7pNQH2pBOvgKToCfLUyUNnXzFpfhuTeCqXQ3ALhXQuqa2SNcEiGx7IB/UG8A5pqptgDOVRPMcRXM35rawmRO5kOilFQaQ2yDbaTqaEvec8jvjc1tvYBraeoOYPkkGM9B7K8Aq978XuFSHWD+WoDK32JOtuP8HIemCmD2ZJakUEhsZGaxfubWF+M+gb7WxvjmcDrUtP5gog4wI4vO7wxYEtD5nd8MvdNqdOt38VIb5mhGmu+FKjQJoQvXfRWvnPVqYfvt+JK/tShZ4UBxYEwv9I1Q5u0RPyYKHQTJvKLhX/P6gEhZBPWB5vUusKjVB8NpVz9UWtdFmIbfrvz04ChxAbgO8b/of0GFmwHpgGbplmnChQzrFCEvABdyQk25swtUE6hxWdFZME6qRk38L7Wx7UlgLaR6UHeMxJc+zsAUyhswdLakaqUZlo9VGI+GCwGYlCYyGxKln6pRXnl2vUtmgXHwnBfDynVBhMgxOBpqoipoJM6Zn2dLaZy3JySzmTie51hy1KOkJWN7a/n8zECg+3x+zmT1qmbgmzUp0g/ewO8MiZK+zdL4/zmoI6/0i5BX+0fKxHVOubFtmLw2IEKGAlCeCdD5HHCNQVDXxgyKlDfgVLgGnr7ReHH6QG0YgO1kPpo089HrmvmcAuN6GP46VzQNlcuAA939Qzz69Spv5YfgJ9QV6srFUEfu+DZBMS19fKBfMotInPKIQUI5DcZD1Svaf1mrDdIOJbS1kNQaGZhIoH6z2rbuVBrHXANJhyyFktOvhzwyF+D0Lz3DZGr3cHkWc1YNDEozmKz61PsG4brnQ53lH/tsAJ8mi87/DKS9Aef/XNYZMANHAK6SAZGa+kMhuExpn9IPaTWsPJSMvl6jVlW7CByyHKrFj7BW1YDUoS1EvhbB/T8EXOVBqEhtYXEjNYNKswJ98kVtVSNEMSVunw985XdYk7pAmsqKqKYQwK0FyaYWVCbiP7QuVYYvU59qdpmEsIiLcE3c/9UuVKzAeToA7M0tTYL1qjWkGzKeH/a6pTuklmiANWSEBLR1qAatV5Nxbr8QGNTpCF6Ho58PcQ0aNwrqQKvRv5oBiwH9q+nL+cEdoR7x5e7EX0gxRtJVHNrDinRJHYdc1jBU1kNlOgo8YylAUkapf3NjtJzFSz4VDowk5eGbJhgYu8uw3KJaiLSo5tt8FC/pOrykz/YFbgOVrLoh7qsaGNzhAGEY5g4fgQT3HIDogYtSpCR4VUvgPE/ACkaiFEKQeuiSFOA8AqZkk486hMIKlXsGVBnqZ78FyYpZtwUjeg0+R6RuwKHIjPohb1EpbKK6dW/jEHlpowsqWnCTQ9VvABgqGSWxLIvyZwYsR8T8mefUszByfNzSZPkbVpsqEPX3QdL59qZo6TH2nCwcVVK12xfjljHAgEjEjEZDLWPA6J0TEqUuXjw6I26DpearG6JkL9SapxHmMBopLtr7JRt1YBb/KAndCRxq1KUR0gfS2NvwESoLleVWmOxJb8xLkirwvr6xvQGkyaK/BPjnMJiVWIqZuC8RfLY8MKvc0lngYJfMSZbp3cOUaoXLB8PL2F8izkVTe9lcnus9OIbuB8D/FtRfi/JnBiwJKH/mOfUsu4CLXIGwhcd6IjwAktBMpKcgaebD5drlHTLu6ihJArOKMLxok2+PVukyGNGu6QJgFXPvLQHLjt6S9e+OY24ZiViv566MkG6QsEgVoCKdjEuTFM7AgbFtLd++rHvz7WUkembEfVF5+JRlda5IqmO5OBdVNprpf4Ra9wH8jizKvxkI8rHNvwEV9zNVR5zXe5CA7pqQIB8gUdhdAcIp9BwYmY/eZmQ+ehvjpbT6prcF+j2GF+0uSD5vXx2ZynzYrgPy5SyDipcMhsf0GevgvdzEnw4jUD/5vY0GvCaQyIjRnA/6HR+F1wD0E/uhBc2i/JsBSwXLv7lOPdNvW1JUxHi7Rhm/th/OSpDbekVKRAB1JrWDXC68hJitCbDClTREwz9+RYQMbhUmX/+eLLPxEjKl6s2QAq5rF5z6lcuh/OcO8yL+xo283SEodWRR2gxYDChtLv7V0p+7nPLbFqf0hqcuweK5a5OlKnxprgHO8tOyJDkDE/jVXSLku4VJEoPcyN0RyX4UjnyHgeEMQ87lqlC7SC/BY7k5QOjTUIluvjxCFiNmbDPA6ruRHfB8MCXjRacAQ6E1jv5JxZEYjT8PVrv+cEPILXnOxYp722bk5K6NSqwJyNldFQUC9qi6Zp5jR1Qds5BmLcW1eQMcjTxixzJLT7PaLNPo2qJKqCIDzGLpjTmpqpiwnLQDtdhca1eh2GJlsaNvHm9HTTVHvYa5HWqROM6SN/PgNjnxYH/xa6JiEtvgzLYLviR39YmUJX+lIODTIz8jcn141wh5a0qCDO8WIVHAcPiyL0QE+iAAv0cMcVkcDplRGeAyc/5IkR8WJ+GY8PPOfHhe5uMprsyH18c8R59BAvw35FyxBMymlDhXLRd75SqSPOUHMJ0I8Rw6AGZUTVV+de3YqqrCsnS058A+8Zw4LnZUjWUlE9/xpcX1+3IwmY1Io9tcPHt2ihP17R3NkVIX5atdqIjCNAmuv9b7Ci/+mwEX8mNzAdkV8isqgOERLK4GpsEXuAXwlG8R+nDkFNJrYCwp8Pyty3SgSIWRAHylIrCMxvC5CYHAc3PPCPl6QaJUQNBla38sF4ffrJYDDEfkb8QyXQApqko2XskFcMlF8pTHIFWW93tQ5/YCWLGEUoo3KdFXfRWVZL2QihRRfGSqA9x4WxnUqEedekENN1X1lftIqNZqv6AKIl5TwJiOiS0Mqi4lo3C4bsPDiUUH6NRkR6VaSkzcVpzJkoDy4O6WhONdCfi5jENai0WQapLwkaU3chxM6Ofwp+kKqGcvwfuYkhGf02nI21MW0djhBksXH7fPEcs1GQB1T2AzuaETiBdjHmgSzfhLkZ5iN0z7WRGTgm1B6o65fzuRltWl8vvo9jT774fpnv0GIoaGcD9Tm1LN4TL7I/0DNXMR0qHq2Dd9PLfP2+GUHf40HHq78ZfnY7L8lXBANJbv0W3M52L61gU7nbIdqTx0bBzb6vFTNeYHgePjvGjiuP9CJD2vnRVCmJg/Mwq5pKu4d+9EqaSKQgknbOBw6Ky++8R6bZSKHA2bKFXMc/aMqmziQDlp6rb8DW3bUdw7tom9Wg1R5alxIv6GXNRaYUS20FAJadVWPDHHwazCwZiKNxZnYUCZPWm52G6MuaJFychYdHfGNtxmbMewiOnrk+U6+N/wg9n7nVh5dUi0tAYmlBNi+lWW4bkFDO9FOO7p14mZFV/rEyHta6b1xxf1E6SeYCFAvqCaCAPd2T5MWBOM0fedP4xXVqilI1H+R3/N/Y0v/yxOeTmzvM5GvMhDEcrxSu9w5C1yqeyNus872oXKKKicdyPV6u9wgtQ0pHmIvIayQJrIAF6EbxKLK2oiY74L43mgc1iqmqjP9WrvCJkF7+2Vhj6ZroR5sGvCqZLMt/cX6dONcCyPA5/biURwd/+cCKakZ4ke1aLOMwLnC8a6yDG6d/0t9uo1FePRY7Z+s58BSwLKfo6CbqFjrnhAIObD7cY25nar9zhlyroUsUN64oPPOl4MMcgNscIFy+G8jkDWDQ+WkElwWuSLdf/0JFXbS/f5FVJavPtbivRqGCLfXROpyue8iMhylsX5GIyJ+Ydo5r8KMWdHocKsgYneSKwDtu+0VwaZql28DK9k+uSMHxYpYxHTVg8hGZ8jp88A5CZiovj3se3b4ZEqKduUzS5ZhfATTaOmJcp0MJ+B8LSecF2kzL09Sq5vFSqfrE6RMcg/ZKZXFiWpHM+jwVwn3xglZGjb4Oj5OuqMkapDxZ16UxTyQ9uQfdKmlm/2p/V4EHXQmNztvasiZOnd0fINxtQSKvNby1LSMTTzOc3rjvqNLOZjnpQg1tM+hUE0Lq5NFm93ygpYsRiLdUXzMKkE5z6u80Xp6nfW234EKR7wdR94cbj8jnSmjDP6HXFUZYApNEJMl3H9FkSWExf6YXWy7IE60BD7r4FZmxgR02nMg7WsBVJVzIC6RkZ1A9KlMrp9Fixe9NX5cnmS3AaLmSa2q4oveRu/pzNVio+XJMldALQzy91Mb+HHIb1oxnAR4r5YEHDg1wnyDtS7N2FVI/2BihY1IBm9AnM8K1iQapUNU8zvFXhj/4WyNm2qiwxBYcCvESQ7Hd7CHQwS2TRcC2mQP5mXWsE/luL5AIGzDJglxeAlf36+jyF8jZdcx2092BnJ56clyRZ4dneoJUpdWwFJ5rJ6jtQx8vj/Xe5A2lqPfIMx3ADVlPFwmlj147trolLnogVC4Vf+Ey+/QXUjcY6YSZK4WyTmm8skpj9hn30RtsHE/SQm1mexRjI7ZgbIjNZj3n5DkrOrwRjpDEqVcwXUxcv9/ejjpsO1YYC/qGJmbXTb/+Jv2l38L149rnn8b0nyIrAbMh+GKNzw2TkVCb4CWMISMCZNW/Gln+JPW7oCmMYoYDkHgWMwA6F5nQngr/nknKwCg2qFl3U+XtLbxvsK9sVAinjjl0R5dXai1EY5mb3AQHhOhw15bRAnRSZVFTFVRjoLz+R3kGpVExkmx5YZ89HthiNK3kjNkAiMJW42I92Epk8Qlb9oRIlU5sM8P8RSNA7C6hGkJsgf3RRqzVwEaxJ7IVE1o+rTAZHk1SBlGOlCvOSa+XC7rifWlgA8ubWfqvhjw5gLm7TSLwmxEirDVox/PeEoSDWRSfmNxGKJxrmgish0Jwm4fVmV3OH46iCT4y/Izvgcwk+YXJ/X1gD3ZQwY9KVIcRKIOEcTwAhvhb/UWDiVkpG9Pj9JVpli+75H7u+vVvmYbmZtAvX/X9oWeIb/QzPwPvxy3kIl0O5NfEBiuegkOQ63/OyoDh/SYb7qD2Nggjeuz92UIkfxEk8aWVLhFQPxxe7wyllZAxWrNArtEesZd320lAcA3Q9M4uIXz+JlhkcyAlTX4SXoDSnMSP2RLH40nAgZSV+F6gQY4ZA2WYOT/IqzUKCZqFr9hheFL5p+aZcjJISSzU54BO+BS0ASBAfNIxjBrolS0EtQrQgq98GXfgkY7FmkCTEXG2R7enwbieofiWqQkSiVGGkfmDqJUlFmRHzLSLrOmXEbixmSyLDCTOfw7fH9H4ucSqwWOwEpXfnH4zrio3EdUsd2xf0IRDGIF+P1UWIEr0PeJtQnA8N65df0Y74WwbL74OdFyqxNoP7/S9sCz/B/ZAYO40EmM2hvyBZItSYYqmtKK2Fc3wm1i/32HOM3z6JDhjgwDqw1Kl7QE5nMh0SGRCLekxmVQZvuiB+jKjYcgZIroR6+jlLIuaFkMLoI3HXmlSa9iS/4p1A3aJ5uh2jwK1HEj7mnXWh3J15MI9GB7zXgKtO3+hgQQWK+WFcAPzITa4DlhjTm9RTy+lC1CkSU4ozEjAC5JVZ1XXhXNCxtbmUtXAZmvBAMln9PXhYutwUITC0H5k4Vl0Q1PTOg2gjWZ9bG18t/93/GJ+c/NBf82vGBJ+5S15/Qay0kEOItfGCcfLr8ZDTbchNVJSMZ14nnEBeacJcvup3tqEqQ8ewCOKqlC+Px2S0PhcQzZm6iKirYDcnESsH0nxWdxFeamINZCtoPCYMMhi/HSZjPyXwagZlOvD4qncrEqh0kzRC4TFynR/0QWQTJh2Z1vqz9gJ+Yz8G2uSUWLlyGoFDGfWn8SvfF8dIcX8Ok7un9Of0llkaJqxTuF6UdLfFQxbsOTovfwCAQiAFx7ij9vAccrj0S7VuU+xnI+inOfb9F4siycA5kUi5anojbxAAgHvltHF464DHwRP4LjoDcTnWFalWw1BlOhZvxEG8AUEmQeT/UmkvfiFWYUVZ9REJloqQUiLoA/2BGw28RszWkddbqlz6eKoWR6HdzBOplG3++G63usAqqEa8htjMDUg7JDMQOhhpGdXE0JCFKbVzPS+rmV3um+rME6L6J5YyE+f6qrxKUH4/enpNfqoH8EGjiXLC/Z0yqUwvkFyoPKYfqlSY6DTLUwrlsgdp0J9wJRtY+LAPqplnlngaQbybzNvO6uf1/bf0/LQHxZo8ZHi33fx8n0/5MVqkv7u8RIdXKOmRAK5tMQ20tYjeMSu+LF20rrGDBUENIGK8iF/OIb+LVg0xn1qeBEdSCt/TfcPbLjBrhuDiobhc9f0b+fK50umZ0bBwEC9zP65KlM5hRMESTNUFkgsSstErr10VI3HVfRx/GRPWDlTkWQN34EmEfbMdMjD8hQdlWpO0gxZoYYlckSmPtMqphtJ61zePkXV3gSU6weQGi8+8BwxkGjCwZDJFmeRZm5NhZXjo3xAq0rDn/Ksz2HeAL1R3SHLGeb5BG9kkYBijdkanOBih9HMaCUf554rkYSCpej3hPxYhrzQrosRHiKIGaPWCMzqXzlTezvRr8gOBI6N67SyQpSRyX9RL3iiXKOzqkXSfEgUUDX/Oq1Cm8n/G4N6zompdERk0Mj3XkigIF9yQXhSvJ5RjJLOY+XFpJP9Ttta5eDtLR9FGllNmcDy59czQ9ekWa0xy3mde5jSrTEPia0Oqlq49yO1WzP/9XhouptPu1sqnLK58qja80QGCcb8n/pWdC/CKzXz68wRD9Yl6AdeZ9vC9UN1n88CX4+Gjwmak93gcI+9QvSUqiYZ/MK9QfPj/v9I+WAZAOaBkyEs/Nqq6MqRoI3x89X8Y2/3aZPjnjUFPsK0im88GISBzXtWAWI5GwP7fESrKPwfo4Hr5PBNvJgO7DtsOQhCbDaZJ/pDIQZB7tGiYj4B6hyV6xsgqjcJ89LWQmKfNmib0iGFLpMuLFtrCrholz/izxuuA31WegpMyeAgQctc9iTqg4MLE75DQ+Ls/+niIvwHp2Ktkj70NCHXup7xwsP0SGVB5qOq2Ep9C2HJZ5DG83E7uVgoRMhhUDNbQ81GG2Z2GAChgvf9mW+5dC+h6YiQVPX09h+bU8oQvLnchiHLsBatNHaMKaZJl6XyllCcuiudATmjjKjsdKKC9oSjV0xtOMx3ws1cxDSPtKVZNlorMLSH0LkhWdFBePiFb9mvvLq3WqwgfO+sZF3CdQfqTcnItYEquLGK+TbgeHgQWSKdMXyEz0dGbMlge/oT37inPBHBXhzsh19/o/UrfhyyEhHbpIyoxJEjrwGvEePaQYlNiQx7tZK5kLsLsz1H6C9xMRmX8LgH3SF3DVqAa1/x/ch2hsIrMhDrYUMMAQMMpf4BvVFnXKToL5VMXHkVViN8PCdgk+aMfgCsK2B/Gxa1URhRdhOygqDCjjTJtn3lov8BkIg5x6Gg/ZuOtLZMt8zIMlYFoPql9mzIftKdUwZIH+L8aX0twX1wlsT4ZzXWeAr2Rq55MoXelx5RXz4Xgr4AU2XycZD1XSQMyHx9irVk+TZriO6HZ7lapii4zySTj+bY6W/piu6BJih5rmjTuHtB2J4mjUDEwiDVdi9kYjca0rGBMRqsNgJGRCpAa4L40AzF8EQ8FaqI9Mfdutul0xG+bZ7gYVmNLRNoDpZEJxwUOVvhMU8P//vAqW3/O/DA6ONfFAMe0qv/DfQ5W5wZR72dyGCemfH5A7s3teXR99fqgOrcUXmcxQ40h51X9h74f4TUjrDqnDdIABadLL/CX+402MF3uNWmp3SPOLdDP12wgSpk4bS6ZipNmQjnrAFYLq5p+wlnaqapfKqHnGMkc0yFJyqoG6Z5NQQXYopKKD/uBg9nMU94RUHVKU0fxv7L8wLlsMKB/vylJYob4GBnA/fFykvC/5Ox3VjAwomDbZDZmY1QWmooDZHZPdfpqsCU7TkZCxYq1RItqijDPAyHYd5Z5xLzBAg5f7RQYwvRWYSCt4m2uq7VcDK/u/OwMMmE5dv+RZgfWIQMZ+9PFF5fc/jQFRAqGYr3/3wUJVHQ+COWA0L2/mDGA5lIAuQkgC6UWAos/547L0eYJpo9vm5y/DCYhd5AXw/OnsBNkFq+JgxM11gJMlaR2kw4lLk6QGVMFRAzNKfEk4//nOCpmf86nPFWgu9L7i/pteBizuV2u4vm/mJ8oGqBXMTPj4F744rfkwuzNpmEWBZ4C+QnnBfNj7YtQ1+wle2LsR5KvpH5j+uW2eP+ZObyfjeWtyvDzhv096e3H5DTQXxeXasruOYilHr9yaIqsQJNmtRZhypOMXljmbl0GF6AcTKDMMTodD39b9Lrn0TJhquxrBnVUgmdAEOgP7KkNUXgJp5SbkZWb7vZCOfkbg6qXI5XwAAaQDO2Z0Ostusq39Wc9AJIDgagizqGSIdOcRX8ADfOz0ROkTICwi6x6tvYV9BoqdBLTzkEs+npUogyDaf4oATjIiMqQpcMIbBJ+PVyfESxJ8MJoi4LAXPIrbwGuZyeNbwEdmFtJnUAJ68bs4iUUEehuk4nhtoq9O+oMfncMLgFQc6G8i8uzklq4CA9PqF/swq1/cFkwbtituxPld8W45+eJhOPgZyBgQa9hsLRaDGSh2DIiSTF/k3qkD/4hh/sDSX5EWgTma35+WIPFw1voNXrxMDM/E70ylGgYIIgp+IZoo/VwOr+NOcLiLgW/IPqgGtdEfmdYtkIjykuijQwzqfJEnh29vMGPJaZ+8NvoaFTTl17izm8PCMBcFfS/0+YudCtYELvZkOCSqTaSasC6QmVDiWQ9VjEngt0H90u+9/lWN8Y+qgJFqwFpxwp8CYh98McztjW1zsswUGE8i//Pmh0rkaerxw0hBOh35pimt/QHLmwNAe30kQLsNHtz9oYIacZwR78aiBBCSoD1SSt6AA+M0VPAgA+7bLkweGuxLN8JrWoo81l8DN9uGjIjHMRdMtH8RLDOPIJ8QE+cHogQwe0qhU6C6HkLir2oV7HIJ1OHHEf4SiJYh3m7c9ATV92u3l0RObY/c9lasKl3E9pRmh718RlUNeRepToKhnMwF+yMmyDH/jnuzGzmgWDqJhQRqw2P+Cnih34p4L6Mn+nyE8HyG9v3hNc1iAy9+Hy97AK53RejOyH6RcqE/00JO5yKYaysObYodA7oY/hELAGI+jIRg8fAabYmXhA/HK1C9CPadgkTz3j0lpR5eoNE/xsv3T5SWU6jTRXwnM2JA6ZDO4fLAh+ekFMI1KDHlBW0HlkTHsrykE8gZNAzxaweR+oMpNxqA8RzEy0/A/X6Mf9W2CHn1thKppyQ2dgLexmMmI/obYRuk2AS3bER7EqWG51FNVe8jc2oOdXUHVN2dcPmfh3CJd+4uKd2Rs8hIlAIe+vic/Ir9JM43Pa1/ghf1KkipgVJonMTY1yDhWaLfmY6+LztwDoLQJCb557ozDbdW2zP7l9O5IAg+4r1Y2Y7SSqQKyJ10IWLT9uM+/QGvZf6tQFHJ8Y+mhcicQOpbjrkaLHdvgoHH+v1xfkFs3Qi/dTM3c5HZNRW37cWOAfHr3BrBjD2hQn06J0Gq48EgqPkevpjGBPBXo07XQEQ0h8IjddZLZZSj1+DOPvVq8rO+WC2afL97vLRSkZhilYxrE1JQsNAgiSk6mByrOVzk1+LFYCAjAzqZQ5l0CjgSU34ynKASGFdjZBTUybMYiX4CHq+kjUh7yv3GrIKsGrEFLwQTdrXA17dKgPAAdbDhHyWGW970MZ9eiEN7884SqhwQv+oE1h/9NE7VGeuKAM/e+Job6Wswn94Aea+B2soXsYE/yHQSGAaZTyn4Fr2B/vRxTK7PF+4TuBEQH1s6pqyU9Wc3ZL/jABqT+VSH1PPZQ6WEkilpDSpPjHw/Fqpt9ioZSxlt+Kg8AOgEWMEScE/D5KP70+NDqtMA/3IzF+/8nKCYzyUIj3jllhJKEmPXVJk+mJEob6OuGz9iG5FYrqUhhxTbsMJJGdzDF26MlhqQuNnmonq+L1VezAXPURyp2DGgyohk5wszGx7GF+BrfXvvtC+zOVE8mQ+/8J8hEpovSwW85I9dHQWpIUSB0KM+OJd6zymKvz81QSrDUvYlgldJzDn80OwkeQSVGt5CYnfS/YigZuWHr9HfmwC+yZRKYAh0kWdmvmfghHgtgOjXAGQv9EsZw5B75noEWj6POmGUEl5GLuYfYbFjewYiMiXGPQjCHIU/o/qkTmj4NxEm7C2IGaIladx9JVNzFjFX0VDkmJ6PMfE6J4OpaEaiD28MD9yxYLCcE018id+YFK9WX7gpOt0x9JV68ppoqFaIU0NOoXcwNy/e5JOsiJuxCCPpTVTK0MyH6+2Qy+iVW0vI3e+lzS235zXldC5YQHIeMg2QXoOEWAtMXxNVrjtRaPLDmQmq5NJfyP1sZkBUy18G07rS79WuJcLCMBf6Ogrjb7FjQJzkx/ypUoOZ8G9Q/mUh/H9eurmEKoN83eizsvztcsrhjdKAJkpATyGv8+OXRyoMSW/n7+fAnN66MkKI6LeGykPJ5WXky2F1hsfRB6OrKeU8DGnhDTCJwcCjPkbC9tfhdPf5H075+xHEDQGnIY2DpzSZD5nacDCqUhBUxiP/8Os4rhYkuQH+4EXV2PRvqz+f8o1gZMYEabrZS3hB7hvgw2/0Nv3LUtFG5sPtfyJNByWVEgDoB1ySXmLSx9HaSAZEjEgT8TVSfYQOXOJPdav38Zf10ejwSTXxfFFO54LS1uZPy0Md9QADS2M+enzEBal6roUalpQ+zZJqwttHCc1MhWEuzGMqTOvFkgHlZIIJII6FtNAMFi7+LYXvD6UEvnB9YE3T9AqS0F96YZhoNU1v5y/rb13l9+bl+uFziHK+OBRSS7jKIshtrErRF1//TyCZMQF7ZVjgzMSI7C/BzJiz525DKog7oBr9hBf8A6hRWTGgLX4GRIA4EFEVNfvY6Ha08pmJnuGkUDwlZL6BSGMeZCa65hn9q0i0RAYiSnH1McbzyYByMxdMgULmQ8yJ5bV3oCTRHswBwei1APOJlZECWbmqQjI2S9hsWxjmguMorPSfZkCs6c667I0NcU0NsaxfPH3TNqAMz2SUyln8ZlreHr2Pv43xNTdSa6hw/IsBBsRiecw9sxNY0BLgR6QU34/xELVMkzyzDZYA9jQOzMZITAHKahZU0QJFtlOV5EtDyozJGPszL9MJ00z/IA0I6TSwqh+z8X0iYHwYcW20OPKFJWU1jgsCnE8dlAf/cjsXVMOoOv4EyZTVbY1EMB+QfCoTMu7jcmbXU9BzYR5nYVsvNgyIyZjO4ctVMwuw1omX1IfJ+KSPYwCQkb4lnQ8QwdYYWMWMRE9cYihl/Inkjfu4XMGfWF5vJ5N4HOb1Ocisx28mK1E0B6bQCIDs4Vjfy6nbGn+P4wUgHYAacDZASEhzpArNTHri15s+TWfALPiXUyLWZKYyUEtIbZB0nqBsdqRfwur+IEua9zOjxPT8NbNmudqem7mg1EOT/zpE/EdAk+qBSiY0ZlDtIoZVEa4bQ186AwYU+OsRaP44+IKei1xNYD4eVKQZEK0TW/jVBdM5gpduFxhKIp4P5k9hasq9EJnrwofjDB52vtBr4J9B6aKvP+9wSbywrP5ASUjjH/SELm+w5pwGM6Kped7owNJPoHv1FsBnpvV8BlUV+qHKRHk/gyL+sxjF7DJ7LXWNrN5Q1R7tkqb+BTpHoG30VdkQ51JSXaD9tBDS0lMTEhtNxHxRs6I6flWOqlIjf/CsuT3VLs6hMUiUpmvSfqSUyIwOALw+n5TTuViMiiNkPuEwXE1FxkojcK7Hqf3KPJlflm6a+lsY5iJ1MIVwIaPcXQgHmdmQftjmUsmbZgIsJa2C6L8C5vAlcJYbizy//8Aa8w7Sb85DnpVZu90qbSVVHE0EHiPxnh+F6qOJKlkNg0rF8IzWCNcwWkV028x+1yBnDvMms/yvZj5kln8AUyDpB1gDzzrxO5PD02JGB0VjQT2mwrgaDm63Qz0IhD/ocTCchDR1RWCfJr5kExYnyVzgTNkxH/bTHJgYwVVaAI0gM/dpeg2+VI1vj5HeT51WFkVub+FnQJthJeSfmajiaj8j875A69pnyFCkJFCzdNtyOhcE3ElkPIGYD4NmtesAa40FS3k9F8Get6i0K9IM6HJk5dsCbOWgv5BgR+jpPWv5UlSS0XTHw0SJiNQPpX6ZY6W6KU9Of5hNP4UZnlIQXxZ6Snc0WJoIZrYy5GLx9Zb1//qQwE6gLM54SE4noFatB2N8aFaSbPJXJI3zO9YxITzpUwDTLAXD8jbMW3wU1/MEVDg6KrL2Or2lN8CKRrA7KzP8vSi9TPWBjnHfLEhf04veuWMQUU5iTFwwRGD6ust8lsCnAUITlDUSPZO/8FeUuBwWIM3UykGCHIay0KSnvowTOhhqOgfTPgHtnDATVgsh8RqCDWPI6VzQwZJEEzuDjY1Eb+qbUdVEU1IA9VjvM//m9VyY+y/q60VaBdsAEb8MwFnm0SUZFYrKkEA+hzmbZmwStY2yeJcWAhRuY7DOPIRQgjvejpXOD59WbZ6+LjpdaAG9fTv0zJnr8/918510LJzTXoU5nhnuWD30p+uiZMj3CZCE3KpUMS1nU1B+5v2VPgY0Hj5ItJ4xtebbvyH/MypB8Jpawir2vx7h0sUv4agLCvCPIRFPIsyBnsvPfR2vwjEYLkEvaKoXpMtahspNMNMHS/SLYnwdAe7+z53B8TChA8taBRVTSzftURvs3qvS5++hrw9B7NVoR+moOzAVpkFdDCsjGRJN9Bo0z24sbEti+1YjTynANzuVOKdzwRCVcSjRTfxMXyetiX8iRxEZOqWwtsDC6A192CAxZzd27s/LuQjmfEWpTZFPSEZgOTQTLMOFfcY65LwxVG206mO8UXQYKwfpKCsJw9g+mGWqTgeBQ1UHDmXOQWw8nh7VUZBctAe13ncEYwrHJ6KcCeTW+zP7JcOgxGJ8wYltEPe5p39UOrym7X0xyrLzwxOlpGMzDCIAEaClF/APKGfDskGaouEfxODckf0jAYBnFKbPAIR+EhIQVT466pEYV/X2iJJwFIWzJSxrr9waLdd391UZYTjMw5/EKRVu5ovpK4cwlOb7hYnIVuDrZ/2H5dJ5Xvu2Zvyfk7mg9PvMV3HKmVP3xHljcPPT10YrCfC612KVV/jaD8opXyvOCSU6MqdJfg96fazxN6dzYTy2OC8XeQZUnG/Ov702phTZAWmLlj2qU4GcE3N6Dno+MzaqchkkpQdWFkyfZO5Un6jm0EyfW6J5/RCMDmVVFoOMDC+rfoOdC2JsxAEPAHiv4A9CNQafZnWOYPbl1VwEc66i0MZiQEXhLhWhMToXzRVvQrzYwiMk9PIrz8vIc3oOgt4zViUr1ZPqKNVA8DLlWEpzOyPVJ0P6IjDOUJE+yARQyiR1Mo6Q/kGbgBPSiMDULMS5jJLfRJRqLg3m2B59/IysAn/B76synD+vbB+WIXSDE0NMbQ7wPwLcDGbtgYDetjiWRKxsPPC1pogtZFyjkY6ddiN1bbIKAKabQFEmiwEV5btXyMbu+nONOOf87BsVytJEPvRMno8wN+dYBOsffXyGwrWBaUpomaJxIRkhFa8Cq/oZVkOGbjCdBpkGSwAtgtOpdqSk+8KQF88oyYgMglkGqNoxdpCBtmRGJGJHkdBiT8GIQOCa1jTiZHRT+OSBkukYyY9gVs99HacYYWeE5lDq+hvS6n0oFPnoUF+6ksufOK2Y42/vlE0HDejgXG5nsHVRppzJsQVwpcfhh/MZ/GpIPyLFAZd3INZKE2O03vKnkeD296CT/4zYLovydwY8p06Kc8Hs83rSf3uOBXguyFh+hp/PqvcY7+cLMWHQ8h/jyqvtYxA8S5xrDjAqTY9/fk7lQPrpmdIy4cnS8g0q1jKDAn3GHvvsXDrLHAFrAvVr0d+U58qodgxlYY4hTcw2QOZzcf1QNY6vHistv8LP7K6+kSqLADMGkK6GhEWVk30aiVgZ8yoVdebDayr0DGgWLFkxMGXT4a0+0llcB/F4BrZpmonlU34P4h8gzt4P578N/nwuus35/PWcOSXu3TuEL4cXtcNzQmzvOe0//tAB1JPyRZDnpA8PKm+6D+wTrzMw02WfnsMHfGPEuXI6xmDGwmtI+e4zxJikvbTBHJeTNnlxjuvhUsDkciSmDmkFBkCiqwEBdVLHpj4gni8+iZk0mYLjWrQhw9DEjAkE9Zl9gAGqmlhE8rFhUane9WxHyYoJ2TR9CxcJhuPcA7cJJsfTpJxDMYyv5/mYFQN9aX0z+nURKN8Ldw5Kc8WBfLJjIb6S2+CzMgYSDtM/tESOmtegF99sCNS8Gr4x//jNokyzSitWNO6NDow0Xppry0ZxTvtRbQrtN0RCWrYx7k637Fz8q7hWLkEkZphEPPAUMI20G+5NThInaoO7t28WwXIqoa2jUVMJveIqVTEzdbtpwb1/L+qIzxbv8aNINpP28KpmqLQZ0rGbhLTvgmq+aQ8n96XMnCzuv9aJo0kLCbm0l6RMGC/e0zG+3iMiJWzQteKo11Ctew7uF+fSeeJBobx0FBIq9lp1JLTPILGXCd67O10fhhUyYDIfb+xZw9a8Xcyrc5gBcCYcI8No1ziNsRCwJ7nxwSPtghsGie4MZtL5fhjv1d7fR1WkQjED81TV9vvj6tjHbgDyJGJGk/y5pdQG/OMzrD2uGf5BaYo40Qs3IQYQquHPcM+IwqPI/NnFgdI/4YX4imideGNektyCCHPW1QpELMgXB7E4AcJAoNpeZA4ShhuHvtyb1gfqQm3judR+/DoaNk3HfDyH9kvyp++Ke+NaH/MJDRVbpSroF19OSCHuzRskifsP/BOwfzKelG8+Fe+Rg8ol2lamnNgq43gwHkWQWFwLf5GUSd9mPB7j4di9brekTP4ujfmwZVKi2MqWU8dQ4kkGU/AxHzBlbFfnQH1yccHLGhKbugYzc8p4xiy3uHdtl+TPx/pqn2fZMvc78/IczAFuJiZ8C/Ss6HYMxCWVDOBmwNg7Ep1YNZnT+ertxl9iROHgeTyKDpnGPyaLu9AfKsRjqIYx4wCBcyaWmwnPfLoFGHOYG/suassZ2XohvIKOuCGncBMYEU58pxkcxHoa0l9wP4nSEPdfHSAvC/fb8PV3NGsp7j9Xi2ffHvXVtpVKS6/JNiTPP9x3Ri2z1rcmqjkpU773fe0hcYT26ieOFhcrqUupU3ixU6b/BBNGrDinThD7yEfEBgalyY1+XauXq1V74+YS1nuA2Eqk5TamKuWElOOFOufZuU08Rw+L/YKq+vDUX8/O7RikG+V/a4sDpX+9OJ/33Fmxl6ug2qTMBhAMRiMlS0n4jSOwHWVYQd6kJHGjX+cMjBHqkuu3RZJVFU91UIB/ZICuZQvEtWJxgL15syk/zpHVSMnrSTWh9pPofmCmg/5tGoQ2789snaE+G/eI/N/V0co9wtiOnt5Gsz8Tm9E/bRaseJSA6CjJwOjiQoFFiUJ2dR0h/pZH3NYD3SPUn5H5cKjcTyqNL1JvMKbmKnWC2pThX5rahSBKqGSByP3Xn2qzrVQZsdeum9rEtXJpqqoRNvg6Cbmwdap1wgbpwlG/sYTffDc4nV0xMNfvS1OP5YJrzQrfOhhD2MBr0jEf7nCAoYT2HeRrg//uPTtSl9MtgPnYqlSTsBvvVPXKQ6GOhfW/WjUh5uM9dkQth3a6LJX5cIMtIkJCWrQSx0U+1dNz8B/FvFTjIP9R7Uz++O2MzMfASIPsKtNm+XGOTE9u2kEMh2rZJBg/zHF4NMuTmsBUnhNiuScSk/UbiZa5JoirY+4pTQySZujMEuBQBMbpe0XP8+JCRYIBZTfZW+FPMdGfP+d+WBeyInu1GmKrUEk1CaSGUcpxb9+k9jvwspKxkLxw/nD9vkwt2xs0EUfdBmrZ/M+Ovh1NL1SbXat/S7eb20O69pTQHn0hjQV+iOwXVEs7JjlzUDe0Sw/wuQAPPsfLCFKQh8B2AGA8tOeVEn7f4xLxxEtiAzMMhrwumK2//jij6oeD7bXrSfgNdwbTTZZt8uMcWQ4gwE6C048OjVK5wEe+f04VuGRecFrGFm1wyhPDo9L5AgXoIsOm6/EhZZL+z5HmZfyvicofaNrKJLkfKYCp1t0Dz3IjUeKhZY617YYib3leeusbz1MQy4HfgvM4koWb8YJD743AR6AdknbPgspUASJmV4B4DGbchmoLSxANfjF8NdrD6sAwAGObM1DF9sET9yhCHGLhrDUMwaTTEfS5ByBfd/hTkA7BcnEEvhttkDj8HG7cBvhidPGDhNzvAPjsWjgHIPAR8QAItle6gJsVubdvgXoCEAmUTv06C5WMag2IIG5WZK9eU9xbNiiMyBsfJzb4xJBCoP5lRZ5TMVANDaAxJJ3MyFa+YsBdlHLIZAlCuzf9KZ4Tx6CmtQQ43UjsFSurY+gkyL8cERiQ58C+9IeAiRIMD2nXWcRswfMzwfQHZLOWH+fIZgiBdt+ENLzhCIhl5D/DSkh1kJvpfzdEo0xPemYR6HjzNko1E58uLc/iY/kypB0dmMs+x95bMkOICf2JmiHImhY3VmcpTpTvDIiSSguYJXuibtID38TJ7TBvknl8CEvXIKQefRH5ap4dFCVfQrytDCvAaFREMLbpgaDOh76Nl3eRAH0F/CVKRTqlAcIMaK7UFgwm0noM6St+GBUqc8DgyOyMRDXEBY9diDUKbLb36JO6my8tyV69ViqmwnXiMppcS+cDP8kC/zBYtmied/gZkD7eSyB4z07F/Lwnj4sn5oR4Y9C/2YztxyH0cam/eLkJXmdGoX0HS8qPsJDBMuWFmd7FvwVzhHiXHYzI0aiZ2OvWDyxBZdZpuu02YGmQ5rr1SlXxMhtqusNytJJ35yCOsu9bHz5mHMLYezNKf8xrFKjtcOT25h8dDPmsBcobbY5f0+f63FTpldtpfmeFDwLL9AtibiqGqmQm3RAop+8PK24UJ8p3BsQH9RpUjeBN3AoT52Sg+qR9iL2piShrMpimSIs65voScgrBjOY23N8Btb9awQX9CPLUnECcUXVYxcoi+l2nKo0GWF0N28jY5rPYnSmbH4FfO8zVHlhxKKmEdO+tbjzBXG22dgDfMZL37Om0VSckIf4FQV5KTjXSGjpXLfeZ9xGukIGiopXkmfabAABAAElEQVQZPZBqmK4tAHCbI/MHkRJd+K33inPJPHFv+ytVoiNDcq9fo/5sMMGHDb0BILdB5Ut3kgArYHyO5q0kpDOwpUwksABH5WxTfpwjZyNK17pq+cznPV3DIFdosifOlBXR63oj0oS8j6olxY2yvvLzdLU0QTLHS11w8zeuK6G+AssxyVXxBdjsdyL0STeSoQ2HRF8JkpbyAwXDD4Vq9gWSb1WED4YxW586EP9CAMSmgAHxpfTAL8dRq664YEIHaIKdIeoLr9vyV6tRXA7tNxQSUk0uZktGjMW5Yom4FkPyIsE6Zq/TQFm57DDD28A0lFQD6ShbBqQv3NdTwP88b1j/oeLtM1BdnweANh0mvVDJSN4zpyX5q48Amo8UOwDtbAnjDR/5aKrEk2373DTIj3PkZlwFdAwj7RkmQsyJfkisVptTYl7yWUjcx+R4gYj152rhvSsoKhAGxItlegpiNo//ECfxEIL6wXTeBF+CHxGr89TEeOX78BaKvJnbBJqoGvgqvTkrUeFIen873LAnkMLhzesDlwEmkKx8b4BduLdtUgwoFXxu1DwDRmLzm7hV/8mJQrA5J8QATc18iN+EXXtbQEdAmspTKQCAnLovyAWC3QTM+Ufw2QPG41r0i7i3QjIC5sJrD4YBUeKy+c35QZ1a27GDauxrlB/nyMFwCrwpLV4pELSvgu/bYzDZB/JX2gSnxu3QHtqhrlsVOFYuRN6n+tAkGGzLQgj74KRL/7hDyMG0DhpHD2gPRxDetOGwR1pVtcuYZSkydgCso4G+4vkwA/nOgD67M02MvBnVSemxzGvX2fRewERTL9bepIHa/G+Ib9h9DOWAZzxaSt2gH/2VM5nmtB5yJBOIDkR82KlOuP9YIZ4dW8Xbubt4YTUiGcFnfaytLHxpKHngxaIkQU/lzIjWL/fuv8VWuqyEdrtcmdspZWkK6dAlIPPhfg8dFP3k5VOUQ+LY6EbgOXUCKtaNYi9dJl0P9H4OvXIwTPw7lfNiBmA5XWtrpSBnoGuLMNSYDyy56HExod1DCMv4CNhqbUgy9JUbjzTEDSrYUAoqRCLwqtRARP7Hq1KkO5jPtyhbHoNsnfcABmG+qWao6ltQzIfXUHCyl38GydU189GTqpmPXg/URu/Tv8avA/PGjPg8Tu4AwJ0VhVzkw3mohjmXL/Q1hepir1Mvw2FKkmjVTm0ngOz+G9ayAOSNO6f6UiAzHA/FD0B7DQAz2wQiYlDO+bPSdmVhBUtrZFoigwSu5T0C4HnFItNO/yocMrX+aqtSPXAba2uRmAFWz43y384kFxK+AQtlXTkKoPURFqKJmGsVWJupbpWCa0EkGBPbFzSljbCgRxLk+c9Apz0ME3tWRIY2/u6S0qFBYOlHH2uvXBUhCj5PY/e61WpziPJsDjwtoZddkRoykQJPZ9cfK5V/EA+kZYtexsnff64kC24jWKutGvaqaUg0j/McO8wmipQX9eGDKnzCi8DOVEJ4RU7JXqe+8oDmce4Na8UFVcvoQEdV0DlzUqrZXIWn5PQkRbw955v3S5MLnvFOeIUXFKkUI/oDmMNBMIvm9+udMghwxlBYlg/APaUKcM+LAWeQOdVFmt4KUMGGIxUv846zQCbVsKlbnIpBVUJ4CjNKFBSBDxYtOg0/IFq+qkKszAsKQaiFcx6Zge8mBFK/9HlsiNeiB3PK9IkifJF/nYEUFDBvV6joM6MbHuoQqHT0lNakHBRbdxD3ulXq2OTP3odZvIzYyldAtPpBf1ArrExtLlFBqlTZPCeO68OD/qVqGQ7VK/mbT8CBXOL8+QdxYtwK4IaTpWJwyk3AJiFgqATf/0tEv6gUhKKEweNcS3+M36MrRCjuWUEQJVaOi86lOaVW8PonQ9FEJmSkuuV9BpvygEKb+E34VYCCNAU8QRqGar8FSWkjL6BRfAWU/29krKsGhnJfj0hZtC1FFsARMREfqId7Rcg0+PHcA1WK8THjkBP4cuQtZsDpr3BoTIST4hpYCNrBaXEgssZNWpssG1AWuC5SLrSEr9FZSEvz0Bf14kfgMMaqE2ZiLBWZiIqtqlYzW/Myo80j7n5YMR83sCOa43XoA/umRBXatYfytTGfK/TyfgoPYkgHA1cZb6ZizoAt2XHu0F79lRMhTfVkQMpREg+mdiA095fZOh0Rw28dKc5lCxW+RSfB1FQfiLBn8GxodzAfhI7810hZAqGeFhcyMp+ieE0FyoCoGsxGlO8nN5eQdfBWpij4D/KwvDokWuagFjqZTyQC8H7f7UplHifhG7QP6D7L7vD4l+G0eN1ncYrh/Ib63e8iefhTcGasDDF0yrpkeX5AlMQggO80cgZFUSY1E/1piIJDq6OHdDBkg78OU1/w/DRne2MgqcCz2M7I9ixCG4gj8SsX0qGrimSnbxHb2ypUTheaEQqQmn9mCrvqaphE8BcE0b8nfNhNCEBNVNHq3thYML8SYqsIcz/GYVHRnQEGxh7EO8CySHf0iUzNZZTVFR2AT9wSvFM39ozMtNlcfMCZAoR18PKLCvRJJD4yChPy7NQESQYg1haSzFGYC5+c4nPSq4ikUdcin+4YxMwwEngEPFH3GqKSWyMVJvGeaEiRxIWaQu9ln5R+SI/j5nwIX6ADMEU+Z4qv0ROszdH0y2GkfE6I51IpMPxpMII9lhHy9PsRQwhIsMfmtJ2NTov4Ez/WldPji1N7J8JvlK8XLipl2kTcu/ISfs0tqZfIsBwaARhDR3WbgcgqtxNTuPiJsYLMBODeswsfnhP4atE9oQLCUToi0Pdi3UxSZk9RQH9Im47C8zI0Rj1j8P1iFgX2nxXRkuqCV76jyYUS2unSdE1/QWZQ5qauBGYx949kVf6I1U6YY5pVfEujhPidePanQbs4gZJV1QFGN2aNPGgOG3Y71ffWAexoDpyAGyDH1sCOPmMNw56Wb3Kq1B+39opU5Zx2IjSqV+twYYmi80F5A6TkcmQsW0N1azRqc1VBBYJt8GnYDKDsedSYqgTmQ3N8BUwmY2ViUbrGjPvg/U+lNvCMXoEaTptwE2ZBqiJNQtzOI5jIfkjqRFXNTF4Ee7qg7pBokjcmHTO3tdaL/gzQEKDj/uzAvtIFFCcmSvL4D8AkwiTkkq4ikBbdG9ely8tE8Dr5yw+V8YHOo6EI4XE0baHUaCfSsCiV3D9NDK1ReZeAxVH9DWnfWXgMQ30C5noyTK9rzW+KERI3VGMx7OMi8wVdirxBJJbMJnNYAVCZUtGdSOu6aY8T1X7dKE6ZJLcCxtDxa/SmnsFQKHzof8SH2ZfqIz0LKAnA+ppLI+RdaBErt6ZIB4R/6JQk6oR5/K9AJSA6Iw5EVYJPkOG/bZ1QuQTBqUnAft5DyspuSP59Gv4KpJvgs6DLFzMZGbEcMiXNkAa0CockhAJwg6NkFSaZ6TnKwRx5Axy4JiCFQUmYHW/EMsm9dxfy7AADAHZDJzz9FQt0o9UB1r9iMwPMJOlBaAwZQ0irtnDArJ52bXB5COnSPRUIpqqc9Ol74tm7G+lunSqvk+dv+IudOIp2PZR/lz7Y3XSXpMD66cZ+JrDTxDAcVgbRPmNU2dnOsw99wuUikLpOCymzbRIOCO03GBJ9egah+9a/teHHExtvlxgkOfsDEARzFPGtceJ72xDSDd1TdPIyviMsCkn3MuafZpIzJuy/GCC2ru7RGA6NrOTBtiSGiRhdXHxb8+5/gTIgXsbFUKP4p+kyRK3zz0gtEBumqQbMijVMcZhXwSGR0tRLMxOFktA65FUh8ymFLHYPmHRe+uAw46CRmJ5VJ/MybreW/1szEAIrpZEcDRqLCxkTGIjMjJL2hk0k/N7HMjAOHRfHVL1mcvh9x7idKjuNDYoBJSBLggkvdK1dpYwbPuYzJNWFw9wnU7x+MjtR6oD5GIlMh8QMitQYeD4jtcC7wcj6z1GKnL52TPFBdc3IYKYhEmEp8qz3R9rjX6Depe/B2FveLKe92XnTX4H1QmnqY4RuHERsy+3wDDVmlTMOyg6TuXIOjEftqmrVkRe6bTrd3djWWv4PzQBTlMC4YCQd/+f1p2dR+ZfgOsGEaSrXEowPlKBpiFDEgmFGIv5mwI/Urkg/CMxaPUaCmuacO01tUXXVTMzD2JQq16cPlkx9xnVFWzIN1i+7q68PXxp9my8NjP6960rf9i5+72pjxAH7PxNmlzcRqaCzMjJxGi3O2wBgaxO+cRx5sVygDOh7mtvBtdvDc9OJe7f+mEdKQL0absj49hNqizcqZ5MWiIv5aINLEjDBIy8KVe3ME0BAumY20coUu1mvismvLGuQeQb/w+tBWAaZ24lJ2VRqFnrMQ5qhtEI8KYV+V2aihTVYgnpGnIjPJX3FXAinCbkwDdQ2dsNS3nQqZOhFXQDMe2FkYVhFHSxXAXZqXt8Dy/IxWI8ZL3YIoDT5ZG1AGZSC/gLuyjpnZDBtsZ/EGLIjUOnaQoX7DWD3GgSIP9Xdh8VuhssMnRkz+8AbxxnMcnoZLpgj8qgNuWwzBM3d0DREftkLvRV66e0A1nZgMqkrk7Zj4v7BxCbhY7HhuEdqwJW8Zy2HzEdipn9L55v5EARcCV8lTcs2Jiv9W69n9svYuENZeHozwVoMHiaL8n8GnLB+kfmEXjVMIlEpJRzpTIgVpeYV9z+3uRoZrGL0Ewvt3kc5qDrnzcw0Xe6YZcnK8vsiQOZzkFBGADCm39yrC5NVCSvz+qjpiYrxzEf5oLnIobUYOOkvyD4xCaoWGcwSuLmsg/FmPIw2DG79Fe3IpF5amOSL04QeRojj8TlJEovA8ZdwnryiAmNA5KBkQG/94ZRrIPG0RlKxBZiM+mVh2vaLn43B0TuA25LO4V2uAmC5Mv7OYtILK52FvxGZzU7c0AvwlWHZ3ynLEmU5bnY8MjhmRyfgs/TQpIRMmy0F0PjFyjTGlmlDww7Gxq3ekiLr8NCZae32FICY2Y/LfFxRXdeljihp5JRUGSUcRGzISO5tm32rZhXM2Ci7Zf8zT0usygsO/y1VXCDAcc2B/Szd41baAxlQM3g192gQIl1hHdsMLcK8zuh4ekgvAKOJBUzFYFRKOavgtHsHUnyMBF7a2o+zMqKeBp8NYETnwGcoUdUEKL0JtcjiYKan5MXjE7CcF1RgDIhSzptrnHJjsxAl2ZD5nMEFG9Uv4wVeCBVsO6SjbZCK6sL/obDSEYxvJoA8Bv+tgor51k9xKN0bKntR/zsQcR7oCb4HaWaNxC/OPoPPE5cpHWk6CsmQbgvB0MPvx8pWzO8amFWf+jg29ZB9GNNNL5yVY5jX/wz5/W9cK5CbCaBvTkjH8znnzlDFHlXtNdaPY3ZNqltI05IX5KjfCG4hFwkT5rngCmAkMpxV+93ycNcwFVBKZrELzOQUvP7Xoz5ZXXz0zOtUsUhNoWZ1qu2QwUjqR9WtBT7668FQVuDZWAzmRJq2xZXaJh5MhmWLyHgagokx0PXeS8KkGVLHmrOMqoNz8a/AMKDT4MQl4UA4fRcxHpgSwXyO4Ev8wXqP3A2MJ5TeyaBa4MhcLAtTejWoYDG4x1c38s9oJhfsoYcx/DnMoKKxOS0WCuxDugqCi6nrSFdB0yfz5thQ6yurPoz9GZdbwZO0QmmH7ONXAxaJJrDytTVZ9tiezOfBn3BBuD5GNFMnvxt1oEgnIQn939RE+elOH5D4yJRE+fg6H4j4KxgbLRj7wOxaIBboMfh6ZEY8R4fmYXINrIGUhHo94At2JTN7HaltO/n9STI7vrhtd8CS5a5RW73cfMEdLQPjLIGuO6RbTwQfuxUIrXJ+o5ENvkXht96DggVLlR8Q8zkxL/e/JYblMGUKVTGWTtJqXkmEFTH84hOk17i+VagKOKXU8t2fTukLTYKpN8zrvSAdkdh+DjDVbcddcjXuOwMDZiJZGZ+FoVjnR68NcJ+fIK0fBlZ0Dd5DMrRFu8Bf8RJeC2vz53CC7AY/InsWIHlOrr3AGFA55MAdlUn9LuMF1ITJUVN3mBCDoeQvPlRiclj/IZk2p9jMGl4RD6LqKZgQQT/nnGkS+dj/wA2iJQnBokwiH9Z3YKZ9ZLbDeG864uUf82OcbIe42xsF5Yy0HQxqP6x2U+/2MZmp8Mkgw8iOauGheBFlfWnFaPdarIxCOeoIeIoHIqqzZD6k8TDddvHnUBoLNe+G3pEy1V9aJtCxxXEbk/GzdJLPZA51Hx+q8JtGBLzUkHad4OHcKXUfLVphqHrrBXOg9UuF0fiT+4cNuT61HRcy6zO0Q1eE2XRN3/bGu9Ktc4UfvsiHn82wnRv6N03vplIZpvT7Dcnqzeu9/GWAmLJ4EKQfIxmDV3W7uw2Vh9n2XvjhkS6E9Y1/eUnBvdF5ecY87GsZ8JAasATU8df7zknXLM0T0rajknJyclx2benyzj9SQ39IiDZrmo89jsx0jQy+HIPAHI7AUSyVDLxIV07gvuZ+XIwSE6+f+nhmDEj39cm0eNm+zy1vjiopm+COvx5z1xG4wAkA3n9hvT6+fBp708cU598cVwUxTAbnSZd2Mmz+V4vEDlkGuiWcaI1+OcZO90Dl5rNkziH90hXpJS7zurGPwracJl4UspEdhBVpAmJVTuIlpWg4ER7N41HILR468J9wNPwZgabETQ6cdisMhcNfDRf0YMmBnM6UbrKLyQm2v6zaZWaybAvHMI3j8MG67Ruk+MC1kqhjx0B9I5HBHICkpOmvg26lTp2G3s/c2uVQBSQr+mByvBzH8W8/UFI93HzA2+MruhbBjDFgeJuh/wcheGV1CmufYQYoxY6bkYBigsEbC9bAOjXkpbMSBxN7ZvQW7iPL+BQnKpQSEG/gB4hVuRdpOD6GijAAkkFTfPV3onwJo+T50vZAjEoKSgQz1cb3KFt7f88I+QPxXu39KVgZt5MCcFBVOUV/9roNIT4jCJCBmSD3DpQoRnmd8GtvVSkysrupzNfCtB2q5jv81BlTxIqkjpq1szs00/0MKRmMUJRbv/Y9VFcgqRQdKkllo+yqBPVwRPqrKh9l0lQsPqL3/pigap7dD/UrKzoM8Ppd5Ni+CGL48GfPKHB8wotlpQmYH2kv5vI6xMuZs1Jm1WegfXTai3zmtUC78mTbLJiOPV586a99WfXXBdgXccFAtBQM2mgppQGjtkGVD3RMXm5LBJ45BiruR/enpR/Oy/6LU1+FkgHRjfwgLDML8IVmMOopmP2WI9CUABxjvEgdIKoe+dOjvuiM9aKExJAMTQwkZMZDgnmSlCApC+dK0uEDEjHiQYDOSFmJhGJMBMYa5IEfY90TwGIAj8nffq50/jBEMtPi4UIGRVaViBj1uNhzGA2f1rPIzTCBXu+vdqBFbw08v4+qm/T74fVp6ocEUvyjpBQCwSc7talqBTDuSZX04Rl+x4zKWBsrQ6NCsOGpFSmSkiYEyoQ+4WBAgfGId5D3ePvpNEni+Q6hQTOgvyBVE3csg2ctK+JHciusUTF0AIQZnAnkeS+4/YDfonkC0uVxqLiVAAyTnMDs9uEjehjGgyrA8ejRrO+58VysE3YI9ceawXhROhvploaFvWhP62sDMOVA9cqMfRe25ULJgErj698aX2gGplLlOguGROaTCC/oOHxdSMbHoz/STb6O+JZ7u/vd3NkANyb8httTrVhMvZD8zafC7HeZeZjysEDEyGbvubMS2ucqCUFAI4mpGpyL5ylGJv+CAbGvQA8ht5OMzMe3xfdfS0rGbdZy7mfgDJ6zt2FJmgQnvHmDI7JkQGfgCHr9a2dlGxgQfb3IULoA3P0QEg+fy6FQpUivoioLc/Z8CCb/OxLtPfxxnHJGLY2P6ElYmcgwvv2/UugjjZG+8F28MB6rBD46TI/x/E3Rcr3xuVY9+/4x8HTUuHOyHip0GaRWPQPL6Y09IuQ5VGxl9dWiQIWSAXHiHkQ5XJoH9ctpjlthm6FtwhUWMheVAQYhI6KR7NVRAx6WBE00ZdK6papAZOLirtuaf5k2lcemzJiMTIX7lIXNXrOOhAeZHMzcn7VeeGaAEsvknW55C1IT/dCCIaa5iAEDWf9ROSWhMA/Plc+ckakrkuUmWBxXv19Omt4ZI+8gL3mftuEKOCbzYdT5WyNKqjp1f+4C5vPiWfkBUMPDSMCniUDzvNFlhAUQx6Iq8DNfxUsbuHUw7YaZHvzonErix/b1AVEwT9CTX8ZJTUhkzAdUFChr9PI8XcFc+LEEQ5r5sC0tPkZa4PfqJXZBZylKQUay165nXFXLrIjKChg5JfoJRdx2j9irVhfX6hVQxz6TxDeelxSY7Y3JzXPar9W+4GcgDo/is7+nZz7pn7TAY0ygMQQ+bFSrGsKLePXYcnJD9/TWKH0ko9QZEPq/G0ukFslkZHo9qGBU0Yx0KyxatHJFQwJ6fFiUVIPD4OTlGTkjixWuhbR2d78odX6+B1eiGCeLF34zP28cIo3jOl/LGdnqvzjTOvi6bIQ3ZiuYdGvCPDwRIm04znBV8xD5Y79H+gJknQVphUSrzs+wErAm0Y2YtOlwfooF3sHEZMR8LofjHtOv6v6ojh2HiMmMiIPBbL5H3Epb6sjwJ+qFPNEZKICrvXI8zCVozJQLETfeqVKcMqeQe8tfKjEV8aCwK4AzWVRoZuBaPDsxBmtSc+BgeUnXg9Eshs/WrWNiFaPojOd6IHxl+pj8vPQ5WZn3YjgDTgEj2QAwfTfekd3wQk+GkawVpCJN9B/r5o9U5zZiSpRs9sJT3kw8njRmUjySh6VZxs7BcnoKgaSBNAZzH4VhPe3q82A0X6+BlyQm9Md1TqkGRnIDGMsklAyJw0RvA1BGBrTNP5mMxq0IgLkr2k9C7md69b7UL1IeR+Dc//UMl+lIDbkB1gzdH5lao0p2JKL3VX1shq8HmU9m5GFNLgN5jh6GT/m5oKqAGg5Ti26k6HT+Mh2ljpE3CHlhiAPxLxF9qn7NB1jrBToDwxvm6WOd4VrKA6Se+nwZSEBOZWpftMEpI8eekwcGueShwWnqlD4wFu4SA/93VqlLV4JJ9WkbptSqW8DAoAGmEpdL+Y0seuNhGGMa49nPjEYh53lFP8htbIPvepGgPL1TlcBQeiCTIT0umTaD4DF9WDgXiWBCx+DTw/nWc8N9Z8CxaUpnsTRSBdwAAqxMl2Lsj3lJyqP/UDAqusoYb5w60PTPg8oHKXOmSkinS8UbF6e8npm7N9jE88bu7FWqqrSaKbOnSuhlvXyldHairnzMCVVj3tjWWi7+MzBleZJQBWOC94vrhwLDQYbBd2NlDj7ARgakn9Fl+JjuwYd34RtloHb5Xjnim/uwjUC0kf5G6oumkOxJzKiwAx/h/lCtzKSdEc/i/RnWLU0D+Bm+csx6eBnSEBcFylMGdH3bUJkGP532mMC6CF6jFHMEhdIoSl6Iid4CgO0yiKKsaEH6B9w9PMQt17YJldXw0iV1REQv1bbWyE1Ck7vuj57ApcGkmiCArizy1rJ/ehIzd3QgYm4VMqGkd0er3XbE/4QNvlZYNyunRAyI0k/KtJ+UJU0dz9zBHbuBwXXLaXdW+yI+A7QwvfhFnDKld0aozS6oVFsBP3Twx/tF4N2nOrUaOGVjgMeN/BLMMsAMtRAQShXppe/jVDwfLV1GegL90n+IFWJGT0iQkpDyr4dly0w00XeG5e1LFGygmf9y+JOtQLDx46gI/Oz1GaUw8/GFZd0GK0D6GcjjkS1nsCnCDcyMgsznBDCeNkHGd+V2WKoMMvx+jBaxXPfFiprnUFYZBQhZDSO7fL3Znecwrv8QcK3DTG8AMLMGJDwG3zLtSF7U6yYO8gdU39P4WtMRrzFwucyc9wKN9SjCA3bAn+YksLl4vBD0jamIF6IFmH90JrFngfrJattpBtXCl+YAXkqeg+lWGuKFqm76sFz4LXy5DHgt/YBa+QvtZdV/dvvOgQG0nZAetF0AM7z5/MZ++MrQXD4fFSioIlHd6QEGMOauElIKLiSkp2CN+nFJktQDhjP/tbIKq+H6OT82dQfi8MhkfgWWufztsrIAMMS9UOMeRF7zd6YgOyK+xzXgW/TePSWVlMU+7x0bq5jW14+V5qryQXrmqzjVB7xOpDruC3Gop65BIUpywCJA550BFYE5yNchxuKBnw6/jZ9gwdh5JjDvp8HvyroOGQWwPasXgQO/enaSHPOHbJSFpD4dQaqkTyF9frDRKcl+aZPb2G8/9HsXYsAyS2mSBEb4HSKmZwAsJfMJRKF4x9ohJcMtCOegR3JuaA3Uj89hkFh2yMBVDB21Bt730MWh0sZfwTMnDOj2+Unp5vZR9HMVHFc17QfDu+FXv2UJl3jcAFizTQUIHEbP8Kcg2ff2e47rPvTvYTgMlgOzJNBsJpbBIR/Q++g0eAgQQlVYtjILz2EflIpOQbqnKT4zYlbEfuPj5eke4XIZotNP4pqq5zHYntm583J72l3Jy17zuS+WamZMFJ23jMSUFfzKVDB9TY1t8nN5LvKuPA2P3nifASPTU4MHgEm5ZTaSTg0DoPpku7T0JOaDTuJBPO5nQC7/u/whGM/7AEbNxH6noV9KMIEY0GLgD88jzYNmaObj9TrT56447MFfsnSqapfXEYldIQuDgD6Ov8QGH0ZGvyUHAzMe3XYdMmDeOi9ZXukUJldBLc8JUfLTc8LjKF0aiavG/cZ9XD6pcsunHcO0wZlRVkwi0uRNTaZWI4jAaTKsrPrlWDyQwo5BemYmRLYvisyH15GzO8sjChERyLtrPLxLcSNYfPCR3hFyg7/I2uhZCbIK6h+/QFWherx7HaqZUgTIgmitmAlnsrkI6wjFzFwOR8drUS7aSDznZ+h7GVwIiAX0QEqRQV0jUkVvY1u9zIflHbgkfLY5iydZNzb88kX54W9UjMU5X+2UEYg0NE1d3IgwgLEBmI9uQOnlSnwxzfQtPHZfRYK4tNfO3CLwOhnRcEhhn12O4nXZJIqjunUX0nluQgKtYIiM7v+Wp8hBqGc5HVcw/VttCn4GMj6JBT+moEfwLVzWWT31yzuilc9Q37dipQ/ipCgRLYKz47zHUPYYHGjouFhZjvQTPZpmbRl4EDr23wATb+0TpdJUPPP5OWFJ2/+71pevhwO7FS74ZD5kPC3wZR6LfLxkWN8+XSbVa9t8AeORZS4Q8+mL7HQdgRE0g0heHa70+/GirYZq8jF9ogyB1D/vckutkk4ZkU3yMAL1zyJdq/FlJc9ldkatil0KQNQc50SV8BUwHzP1gCGgF3JwNwIDJy61E05zZB7zkJN7/Yk0JnIIGNa9i5JlxoCI1ERy5r64fg/amJlPRfD34QiUvQh4BxPT7YEFh/m/qQLuhgGDFEiaM16japSDf8SxXu7oexYSweXN1/4wVLZyBmm6FdRBM1GynoZigEuRz5w0ALnNicPswYfwPn/+HH54mHd5CSRZ+rg1gOR5a5swqYX5NNIGgNjfAwPaD5W8GjBAJhbrCe9nI/0Dvzmeby2sYvXwvFxjcrw1ti1KywXCgFYgP3Enk/PgBLikX4vo95wQo9+vhqs7iUGrjB/jtt5w5pr1sI/5JOMBO4YHmab+rGjmyiRZCFBxwdvlUK7WNy0X4Ea//E2c3AK39kplHIrRkPk8c1MJuRMeqKTbUOqkzZ0n5e2f4tMxKn2ug9DlzRJJNJ6tV/ACmHGFZuWRJxvnHAzfqFvnJcm2U2mv2TvwpyJ+Uw3XmRmdBdM667eq1IMf1lPwwyJWQyZ0EFLiz5AINaai++ALT7XLSOVwG55DSWzz+Hgs/25qEqLipr4AY9W0F6EJPwA7utmULEvvnwmGYmRa3E5VcNxlYVLZD9xyW8VIh7SHpfNGnOPx31JkPuKt8ppKQmUZ6s8SSBDazID4YcgOe3tybpLMRjbBPmAW9cA4/zcfUjNuTUV8SDQDGjUtCczHJcPBLFpBVZ0LabY/Qiu+GBqJChS+Z2wGPpSPzEqSLnXA7DGmbZBgR05NkhHtPfJoN9+zfRLGgBtgESOzvAbmdVa4uHlieuA8r+cov/rL/Gk+TyM4BE/mT+ckyh54cn4yO0E+hjpDqwK3L8RXgBHErNb41bxE5c/A+tZ0LV8JpmWmQ/jalMcN10SzPaUfEn2RpiJnUHvkPG4DlaM9qq5mRVOXJUlLvPia+bDtYKhWGJrMgqRFWoecLTCoycDOaYyS0cpdEYU/E+MMRC/DN4RVPTSRGfzUNyLDy63385cSyjik2Shj0rpm+7+2xraBliPxbH8McLITpCumtqUUWAOS4gOw1HCbkagaGjEOZgP5DKlNzMzHeAwB1MfwJX8J+YGNREZ7Cl96MxHYfhPOqUZqDkb7Xe/wdMzHuD8KVrb3Lw2TIfXTj9fYpqCW58C8PgvM531IfO8B9Gc2QjIVYjKaWHVi3k4X9iM4FPN5F3x5Jl4Pp0E8o88CAOczfxZz9TwA86sgPX15dZTcjg/GmCsj5XaA3p+uTpGtsGCSXmYVCtyXJSNKKKb0JtowpaqZ1sEMv2pTspzBR6+oUL4zoGpA6pvDh4Hiav2qISqehikN6Ky185ALYLIInalKwdfnO5QF+Q1i500ITF0MUdZM7MNIXDVGifeCj8bk+0rKYagOX2STenQbVK96GI+RyFzKA9dgTh0Snc8Yo1PawPS4ndv2Q21gXJCRiHmYrTxD8JWrF8Bz1XgclynpmD16KUUEQ//XOlQxnOza0hq0wCRh3H1hiJLCsjuW+68GQN4SUowmxlW9C0nNTL9BxTCDviNxnnB/7iNze71OxkmmScmiMBHVIOZTvtQAjjeH1HYBcpZr+h3zWoVlpAyqFJ9N5nPejQ8ncy6TwbDyxE2t0zPyK+DMyydphd83jsnm+0EiNErx1yG/s5HI0D6dEi9R+HgRpyRxm5H0dr2NVjlNxmVuMx+r2+X1b/o3Lq97z6K/ufB/oONWTej+nJg2eJgPAV9IwTtWBekJ2uImlCnhTn2pecPNVBm+LTGGrw6Xq0McZhZFek7XBrOrD5XhRujkE5Fd8fZuaZKLua9Y4BhlDQ+Q3s80BzpgkGVtv4PFacHaZOnbwdcXK1EuwLWQWBK3PHR4TUvwoBrusXqR+IIHSwNhOv4Sag59g+rgWutAraI0EUExKhNCcUu5plFw55gOhpb2CIqUwDN9d4AvayanUptH4HruWZQmnU6Fmsf8O8ak5ZwHIzVEcrXu/iJ4xu2BlivhQzQEL+2PcFsoLPQ38K+WCAUyp8HtUNMhu2BmJ+0DZlM9ACjfBdL4+LWo4Q5Jn21I1Q3PDNdbolBnCfCkQ/hAMFqAzIp5no1EZkf/I02/wwH4JD606yF5Mfj15c/OSUtga9z+2v2l5BU4KJbDeCoCf6qMd2QboAq2H4S4thR8MxajDHMKnuURiMz//pcEZWC5Cu9LE3+CP32evP4N7knN47PWAlNohAdwAx7W5sBtQoCS9sSXrgYcy5hbpScA3kVQxxjdG+Fn9J0QR2amy5AVcRrUrC5gXsdws7YgLUKzalGqPPNDSF3566OoXombtAyqU/dMsAndJz8WYQGc62g5Y20v0tBLkaFxRrw8hjQIq6G714E68x1UxSpQJ5jPlwnCjLQIZm0j0WemSjYJpozt6+CB2XgDshXSlBck1cTDTMkhGFqLGlJGIhCsq5EYt2e13MpkVqbl6giYeTWDlGiWAolxBTtGnvsmqCiFiQGVBYhNUNhMCWl8WMpAKiYgbSaC1yQGa5/y+x+dhfZe3uC8zLuXDCbCelzMmlkKqngsPqhG4n7jx60dpP3mCAspDVWb21mi7NYB0XIEH3U+Dq3wsT+Fd+RvuIJULBsmHWCsqYPn8RdoG7vwnL7xYCnlf/QdIBGGQUXinL/+nlw8GdAwvyTS0sBdK5T2iaE1ULqd1N7v1q636/rXvr2+/0MQ1LcQeu/lb8aqCX8CwHBZvOD8uxJg3YD3zgml/KaYaA1WG483LlfCA3EW4J6ZmHxKJ5env8VkpDN9Hqb/qbhxlXHMEOBEERB7ua0EvtZG2oUvjJFo6cop5YT5sO+aQfo8MQf1XyZz+EUmZhLMWOlZTQsZmY6mf/DFruY3HBr9lPT+6gEkTb0v0G8t/9fe+MIFapdf21rDkrgA+M5+3F8yCRLrda0+4FJlcbjeCMycbQ7jpa8K6VXTcqhVZGAs+JdQwTdnK5DjvG75NDVsNdQ3MvKmfusb1bvfYXm8v5PuRZQ1LG0t41JJ/7Oo6tNtSlHvx1DErr0CyYjEZ5UfZ354q0MgIKNaBWmpHMpJ1QIU0QyY6V5AIuebCkQCyulFMRMiH77/Z+88wKOoujd+00MvKiKg0gVpgtIE6SpiQYoFCyqf/fvby2fvXbGCXbGiYAEFRQRRelFABAWpIgIq0kN6sv/fO7uX3Ay7yYYaMOd5kt2dvXNndsqZU97zHnUNVRW9FZnAb15azmwGvyPmQBe9esPJpUwfgnqJaKCqzgVg1/W/SpmoQ4Qr8otVt3O4k4YVe93LNwWh8Hbs3W9s9SD3fnSrbj5XdKPuaanpM+cjbU/kW27wWeOEzv6SJ2RRxR94VjttwQsk68MEpQ/1KerCtqfjqtR5YQDJwubZXd/3I6v1Nm73ue+nmouItyk28yZkYOo6auVCrPh3CLxfB7uDulQcxjU4CqtZafnr2geVTR2QzortPANNh4LT7fAGFgH7uIMMWwsems35k1zVBt7wj9K8cf3Z3iTS+s9NCSZG7PakTDqTEVbmtjzuWpcQNUg7EiRNiUMNJ5EzleROTzLNR6DQNKYMx/Q4stEN2O5IstByz7rRkudLHq5jyQqfwz20p2W/UEBPfJdhbqJhn30CCl8hza0LU09yUbhK9N5VAnMByYkW5CBOrg1Oi0vZvncPbntM0hdHkurkSWYRrNMoFZD71Q7zVrJgRZa5+cWtKKDypmbV4KET78ro6enm7E75T1Ym29nqi8fuDQV0RJTWhU3Xu8dAJQl/74bs7m8obSt+5aTlVYvghtp5dOyKiwLSg++jC0qb+8dnmDeJ5yRzKai/1jyKra0bJnaHd88tZW4fk07qPdhqW0HpG09IMpcBcbDyEMrpsW8zzA2j0o2Q7GX46gQUwqOn0L8sFOtrQ9LmMT4/D0j2RcjTFA+9s0uSeYDtW9HDtxPAWSvVQtZs++bBZacCqJVVJYtNuKNaKBvN3zIEh7kwBCvR+md0zH8t2zn3xGuxV0CrsEoWAM6bjTm4HFzM8J9yPatmIU8KPTHUq/px0tpvhQLBOqgDcM2sDKcsQe1mTyZONIWnu6DrA0ghu5aUxl5IZ4hBEDv975Ut5u7+5Tx/+b63tprTCGC3DgEYG7E9KbkHwQbde1E5FGLAwwmJH+aGsx0nnvmEyfFLtOUK/vWK8tkPMoy0rvAve0pUYGvF7U5hlx0UORdgh+zwWrWIVtMOE+zGBXKrBPocdGb+G7UvnWarOi5wfZTAJ3A6yz3Tn+uK2d0pg1svC+keOLAUbNYDM1whck9ioPpbTfBaWCNZ9ucRNw0nkwkwax/PZPw43MBSKEy5fYo/rWV5WbYpbNFaHhR/8XcqsdTpuIFSgAJJWrcy3Ny7e1mxV0BqNXs0PuoRAAGXb1BrFuPhJYQc7UgaVE+Dn0lnTgIj0x4A2QzS6ReCZLVWjk6a2s3qaVWGOPbNWFKWe8g9mBUxSd++o6K5lj7qx13+jxeE68zT4/5L8lqrKHD6yGXlzLOw0HW8bj3bMKY9oMfB11fYXnBo5xSGR2ax9teK0vLFRVykr90nZaaUCdtVEZjSikB/flFb7oPy37v+ITt81tO7uMgsYjS3fJluPjivFNdW8BYaB9J+3tpczxLy76caKuivINH1emSlgsdo/ephMmvuvHpAqt5O6f2xuNSCDJzAfSGP4W2AtlfgYs3moV0TRaMYljL2P/+ZzT2Ua44kO6mHfYkCco8o73WQXFxCEje+bm7xBulVJnAtYkMybUfgNlnlo2mUFq2I9ldAT5kLrRNJ2mDpzHr5YPMHaNSDOdG2itkd37JBonn/7kTPQtL3pTG1w4mySdVwG4RAtvJnqGjUft6Xr9o34WvcG7sf6fudrW6P9FvCWX1rePoeBOK5KKJ1iot05zh9ND/O9BuaZuqDg9IN/wdoe/VeP9dpDbUv9lfNLGejdBqQUVYMU5a/ENidQNG3An2t7+w9oJIOWUCiDFSwWt5D1h60jMMdjwJux3DD982y46lH+pMDdQyBzbocNJHQy6rRU0UZgkMxSS8mOKdAYFv8ZSsNQkpHWl3I0VmkG3WgC5MaUWSDKkcR2BZ+J58CcjJFhe2D/V4cOaX5SUVJW9t1C3pVrOxwYhLLQ/VWGvszynp3K6AqKH+/yEVrQqORooibZSvKentirGJA7/crzTWZa16isl8WdV+Czv4ar6Juezlhhdlgs3rgWqkZ5c6IGEV1jwgNL69hCdmtZtw3DbkX6h8S42GPSmPlKi4ah0VfqZQwRjFmFdfCYsYqe7c3Je9u3ZtbLeK2eoRS8u5q1vSVApIcQtpXPrcrR/FZf1YEAitI1pNyF6WHngTqwvoyBFK3QBxVtRCzN9KcSolPNXlP7p25iS7DdVQBp1L4wtb0x1/vgPLdHSKSsuWb87BKC8PgVnZ1O3JFxa8TpLgIzuYq5Wjml4URbcucaObbXWMU75kIKLUJANUjw7AWFnU7s+CYvoOar7ag5cvIzC+CBAD+qOGmYBtnO3SsjUL3h51KIY1wsiU92wsptIoSIBpujp1ZFn5vdmam/XydnwAxdoUkXJ1IJaJ7HUmcyX7emZ8n/Iork/C9ixL8TeHGmwfqVm6Sij2nkNXz14e58xf1fS1fyl6V+EXZP21P3DutuGlO/jTNK6C9i7q5H0I1TPpells3xyrVsk8IjCpWEa3siYLUaLe9P4zLGv+FyRo3utBdzVmy0GT/PC/suHNQWhdREqKH796UEgUUOtpqBb0ryibcSZM7oxiVFdVKvUsRY7QyBYWl+JcVlSWognx3ib8cQlZGuFqugrb3JrV6og5ZiYs8nSCsmvz54z4n40K7ImU6CixLNJKNohKz456ScIaGS/1alO0KkrE2DELanUOlO6shm3djmu73kd6rDlF4N7/k0hghZ/kSE0cfvEA2maz5c0zO4l+YH/pgIs85S3812fN+MIEsjqHg0forRlKwT7IXd3Qt6cWvF2Sa84jSj6EwdT4WSX2yX0I0K2j2JcsWsKwdoKp2QPldvI/WHQXISkWnR+L/nkJmynWbPoSvpxXul+rDvqVWRvVmHQjOtQ4hsZfie0+kXEMynLFtnMp5PahHQcExD5RrdczXk8EEVYtgxvoPl4pOz2U7IhWz8jZgtAsAn5UPkx2yY/Qq6tbHvs9/43XDPN6dsaBjOb6nQQMx2qmy/4B97cXxVbV6YbIIpe3+No3vWD12hz7sreAElzUoJWVlMIA8cQ2p6r0gGQEXkniS9pQona09cLdQVCtQiuc+MqMfYv3p2jqY33on3M49HVyOlM7tlAdNIzOla6osbunlIJOvOjE537Xs/s6THt5kOoPTWYNS+4rrW5msY4CC3NGLbhy1gunKmIpwk/MXW6uuyf52rIlr1NTkbtxgcubNFq+sl4aNrVrNZE/82qgxQ3GTwq+yvbTHy8k8PTAqzVwN2fegb9LML4ClboOc+2Z4dm74cJt5hBoVKYrL304xd0ICZkVEYyc+tdlzl4SYlrLp/swWM3VJ3s37BH3jH4MC5JyXt5rZYIHGU75x3qspZjgFeJK/wUYsDrkNs8FDrOJisXLTsG1m4Ng08xtxmCfpQNB78BazemPe93ZcpNdrjklA2eR9K3yQGASXFPCkVOD5Nrhw3KxZMkaEslS7W26hI4mC3FZ0cwyAi+gLsCQFyQqUvriX/Wjq/mFq7vSwuN9H3SES+nMB6YkvKZIM5WFxv4+rKNLYXVnu/n7NMwLa2qLIOJTpIq7XVy4r6/1V5cFz0zvbzO8hFoVtPPj6QJb3O0H++6Dd+ObuCuZGeKQGcT09+0Vk5KeU2RAQyiKyH3dXBe+vNNfSla+lwHEVPG7q8uL9JQLUXbOKhpnzTIDXQFqqyV2x1OT+tdbkYBUFcor2m4ry+3dlrHPp7co0u29duSxjQ2RiT1PoOXhCuulMEHrybRU8xkEFhl+Hu0cxBIEKb+XJcwJVv4NoRaILXUjn/lT+/u9juhZQMiGuaMlc8EHf0k1AlpHW7Qui+R2eWGcDXz+eIr7LOgTMNTyhHj+rjEduNpWAoETjXwFMprkXwWF0KvVlE6AvvfD4/G6FNzjMP9VK/Rfo/qOONSMX5GxwJFeAnj0O66AhEALdBMoOfQ8eQ+RjfvqKB7iB64Hd2N0iMrCr2b+nHL4euVQ3TYKcDbzLqVhI2j/Rg2RwbH9j3z/mKT6MP7+rcsnR8TvwDdn9bUP1eK86cflubpHe90UZX0WGUkRnDcDBaNuqURMjost/5LdS7Ly747Um51gZQCsfYgUqjqUuItu4DHqy3wXxI1XENX6dnu+Wk1xK/CquwUW40EfAyPAm1/DfHLe3ry5rTiCJIKlFmnwJMbfX+O5iipwPcgCMdj/0qjkH0dbZzv38JWVN+3s2mdehqpGV5UpMlaomrumxuFtYS1hBMUmYWQkJuGdYR7hhxVGKnQLqQyDMuhktQsHL07hAbZ/4BlzIG8E66GnyJ5bL3zxJ/wulgHXJhAE6HSzG3SNSzY+4TW1D7lQ3nszWLdNYsSeOxrUqTPpRT2bnbkBTuaoEbldwgxRFzoc1bw58QWMpKLQiy8HGW3RzCVBpaVPtGPt6Aeu7XR3s8t31ehGK4xeO55ch/hk77xg+608iBZlagFHUG+KwW7GmCpJ7qWnakplpvnFYAhR3Cipn2nhHOAYtSCELRDrZ6aARfKwUtLXov2vJQ8BVQFpzKfSoSzcFf3tVUtbda0aerz5pbqsgNKpFKNu6OmTlzsXqLkM2cCNYplGwN1hRpbusnMWUcLSNoIA6oLDcuStSxtKMa1fMD1bi6NIrSejS3eQs+BHgHHCTY1pSqwQW6NefTfZPs018SDHFFDNLqNgpIMVZrFjAVEOHKEzoY4meMstDvMS1eMq40gkuIYmUVNs6wW/8fckEgRftQGFSg+JTV8qHIO3ussLeC1r/LN0rZdm8ATG9G1jWuvyUsMpHN734eQY02rOnSaDJp6H/rFsxy7yEO+GCE+1vi6R8xD90HgryFnBY9sFh1/G/isfoBShYH5yZZRRr8ks4BdywMut0SjL3UAO1p+R6AIQLuFb89CR2e8t8Rcp2uX31d10RTk1i471i7pSiecgJHQRHBONF6wtwQ6uEgYBUxhqd67jIcUc39aaTxRN/bBs7tfeq7+wVvDuVdr6N7MKHPXtl78SOFda5wp2ybLDOziNtcoFblt3NDRYrHrczwr25W0Q3542A1UQyJupStcBxqVrdjWiT4n++mZva5Ut2x+yJ93LFemHJvPxTNtZadoHYGykeMTZe2iS+SPsonIosIbljr8zPzmcNub+pHM8QEasphqZA8Z4UKcaXKe68nZZJOi/ElPPJCiztgoSfVKBUob5r47YYM+3ByI0LIk0gq8kvoh2u6+B7lOHKnj3Da8cqBRQTT83issW0ED/ExFastH31QGaGyfl1oYlvcoy3LGvOTJPQovX27/fFm2KngIpyEOoRN5BMp6vDGQ4EfjrxA0lDTONoxV5EyjTsSVHrmmewNlQtr3iPqCtEWaHtioCsLhag8DkFsR66+/ctXMS7U0SYpoDxvbAayi35lTiNKtpVVCpKDKGnRdh+OKDIwjJYBe1XUwCig7tAQAf4czHujo6D6EuUwheAU/3GXMUzGAURrYwMNWeMdrzGqUDzBXi49TuD54RlKMHD+J1FpQ/xb7cRJRBTsfgmETvsEmJW0JjXSLZ8MSfTvHJ5OXNoGEtHY6Yr1oZGtA9mKZ95PBwuJexgJfePlcE0fMpWFMzP+GKJJmvqdybx5NMhGA8qoEAGGbqvwQpxoUsBZc2aitIqUUD2GO7U69G4Zl3wkR+F3P5gLhTFjH7A31a26lRcF3XKiFasBfUlpEydwiCvo50n2nG6uUQQ7yeJj3b9PT1OlkoTXNuilkwUdb+qcY6qeeRl0T8sirqNaMYHUreZtEFPmTI9zjRNGzeLZpWox1wBKf0wEh73fpRKZiwXJZRgpgH7eIqs77mwLURSPtqAUvC3kBm+ASJ6UcVojiog2C8hcG0ljhS8MD9Z3083Ccd3MDGVDzaBbSn26+BrInCW0/uYjC9HeJ/jWx5vcv/5O/+YffBpv7aAdLyeIq15PyfyojdSvLhQBZ6gPcgu3dczf4agsGMr5dWEEgdBAZQxK4xBsbD5Sr7fz44AN3Bg62Yvg1TQnuf+/aeJqVAJgN8iE98oOkUlhs7hUJ7e/sE28wDQkgc+CTbLPAflc8sZBV+n7XBDN1FD2OWBzR6oVQHuN68sZxQHsqIyjMyxo0z8MceZWNyucOKPz/k/h1tnbyw7YHrDq/9X6uiRpnzLY43ZtMEEUlJMfOv2UR9DDzcBgjT1qGM9Hmq3ov7HXzM94m7x7vpFnQguh8jbL1c+tNG8fFee/+3/vuRz8ToCshhSH7vHJPbuZxKatzSB9DQPRxNbs47n0uSu+g0g35Eme+YUsktwWpctZ+IbB2MpRfklahe+AbdT6fnCpNP9m7w6sxdIvStQrUJqZcH8kjVtohfziT3kUBPXsLGJO7K2yZr7vYk99DATV61GvuGygJJ69PKWue/zDdqLH/a5BRTIBmgRE+uBqfS7hWGIwYf13ucQy8EViImFz0TvCbbFJOfFPDw4O2ndmKQkr4YlNoGCPM3hQc7zUlyBjPQgJsKble/ZZkw8rU+2bsHRL8smYk1g/T8m97dlpmzj5tv3JTTcDAXImI2CkwKaSBp14fIs0xMGxDWAJ4eDVTqB6mWFjr4An3QQMRyxy+3pWJLdtwPhNfefdSZr8jdezCKLGzznt+WcZzI6TVvsYGXk/rnGaEzuur88S8Qbc9TR+Q6D4h1ZU741UhpKRcdyQyYc39ELztqBuRv+MdlzfzA5K5cb3bgJLdvar7zX7B+5gSsdhJuyDkW0xHho4hmTg9djmbImFszNzohS6mWFKi2iRMIJaRr9Nv25IiUaTqzy0Xfu+3Bj98ayfaqAsqdPNAFMWimW2LpHediFbDR0bK16JrZOfZM17C2TcPZFJuf3FSZn5mQvqm9QQAknne6ZwLmCmxPxN6VKe8v8B8yrjRn7OflQlBFPtLi2HU1sjSNN1nuvmZhy8DpzcQa4EBP6XwmC9EeTu3a1yV32q4mrn/+Cbk5aXxy6iwn+TUIB/adXGXP3i1vMS7Rjrkkcpx7u29PvppgrATG+AgByCkWsflEZyO8h9Koyaw2cKv35ANImklb9EyCiQJIihKoN+K8z5rYNPvrnK+yzLEK1fVmuP9LAK0klK5lUgRtA87ekTq1eAU9hd3+1rcq4ti7bX2HbV/dOcdNYaQjNQySzP7Btq8meM8tIueicxaNQckDxZnz4Nqm2/tstjexFP7PsLRNTqbKJbwbgbtMmk/H+Gya36ykmsWM3b1NeLOflZ0wgNdUbE4OyyJ4+yeT8Mt8kX3aN93AJEKxNf2OwVx8lxRPYstmkDXnJ7qr3GndEbebArV++2Ls+TekyJqZ8Be+hpSyTd93lW6Pkw84cgX2mgDyXB8UiBSORsokFLBV/8hkma+gbXDDzTHynkz1TN3vCGJN4+fUmBrh5DqlDWTA5RPET+pwPgi/JZFMNLN/cL3pyxVSoaOLadQZFt81kUzEsBaQnZPyJHUxs9cNN1qdDPSUYxwVtSFP6lY/mTKBeKQmjTL2TTj0h2Yhvtyo379/c2MJ8CCQpHukn30oxq0DQHu10+7D7NBMiqKsgKJcIdLjgunJmuJ7ZZwAAQABJREFUFQrpZkpE5lLEGU5EVH4xqftLSMeHo+kMt446MwyifEHcR3m3f7iRZAlRCje0S8rXYM+OVBvgPpCuW8ySelV91G9HV9OO979eq1ha6Hc1YDufX1j4urJEkvpyThGlltOeeYTiyrmeApJiyhz9iYnFpSh1+XXbNydllEUNVHzT5p7FkjlhLIppoyl1452koCt74/Rd2nOP4T5xzRCkzfhyJMvJ4t1013bLOGYcFeWTvtk+rx5qgT9Xm7gGjTAVkoPu2OE1PcUWU6qUieH7PS3/Bym86soOZNlnCkipwwCxmuxP3veOr1wis3mT93SLrXOUh+CMwf/23Cc9fVA0kjhwC1omyyl71MfeMv3TXH4JoOByV//OhbQm+BWwdImexDHVqgeXyaWThRQb+VAk8tU/WBKtCW5/STcCtTH59bcscygFmxkYO+vh1JlDivXVeyqaOwdt2d5MMbiB8P+XUCfUb1gq/Z7Cf6+l6wg+PknHhO9BvT5/WqkdGuG5a8odfQJyrDeckgr3+3DvFwLkvHxkmrmPNs7nUfTryiHEGkTl+V2oUFV0o24bGnes/72YJ63y0Xe9w9SH+dfR57ijm2xfHMO5ijmkinfDa6FnHXF9KK6Xu2H99nFxxGWyQPfKYpLLpDS0XC5lJLaPw4WPqXKoZzVLAeX+/punsLxShdBMygq5CigWxRZbKQ8jE9u81fZt7q03fSnM3lui0p8RwFeuIEO3NyXyXbeH9yK2+hEmpkw5k9D3AuIluB5Tv/XiMUoNKhYTe1QjkzNjkok/vpMXBJTVolhP1pgRQcuIVGP8aX28mFAOT8kYLj6/xPDEisXNkiUl0zwHSLoVxX3yiT5HCNy0OybJDKEhYV9aRKdwot6hMPbh/wvWpp1CX/AV1Pyohcmz76d4FpLanZxGv7BIIkLzS0ekbVc+jSkFOIV6tuNwi/6BckGcvR+CSE4lPCaRErjq8zQzpE/kp+6L9BL3K58OKJCWZPaqoEzUNPEPMCRivfsKbIm1bDT/0yjVnsAZhA53pQ8Xo1VAWv4ZSvaatoXfFCMZZ0XbPYPq/2hEgV1XpIQCaUGrUa6yJAssi/78EthA4gFFFEBJyQJKe+Zh/xCeM1BUYOUGNm8MuuDOCLlXijcWR1Hh7/ucM5XvXMSxrI8LrUaNS3Cru8MooIaSLwHq1Pdn16P5JbVpQ/leZS69ALQKvzUeC/xMONTVJlvkdrMpDaqE1f4d15rmFJXKeKzmU7lmajgZtj19PKK7MvbAXsRg1cTWbWCyPn6X2bFIDsMi4UmV/eWnJp4Yjwrrst591eSCcYgjwJb9+TB8HZ6KB1fxzN+4dp2CFlDIqomHhsAvsbXrm2z4ULJGfOBlNeJatfMP2f5ZF6BXTQyiNM4HZ1dg+WY6ZUjU5sS2OtHns0/KUwrd20VWOhprRTe/OhJIelNm8SA4kbysW5w5keLY3pDpX4l18gdFjJKp1JGN4sY+PVTM6C0M/VtLhuTlWXlxJ9VNvQ08oamDlnXHX3t8rrl+dJqRBSSRFfYxXNoX4e650pkLVsW0lkz/8ygUkB4mn0E5YkVKsHKobZJdFvG1IAWA2yNJOru/iSNeuIPgC6sqXCA8uU1JPJx2EFm+sqSxepXlyie4eJEeQPnG7cQHxfVsPeFOrG5mAli9FpS6GDWH/EJBNMd0FfHCO6i9e4PPqjOsA9q6A/HIz3hYqYRHSqRv3VhzJyUs91LPqDFn1jYAS3Oha4XJEcXTF9qVAdQBvkp50GWN483a1L2rfHQs9pkC8jbe5gQyVsdz4lFBuniQRALCVhIvvsq+NXG4ZTZ7pYX6vKVKPVM6LtskiaMASTg1dNFhXVlJIOWoeIKeplYUT7Ki760kXnHDHrsI7Tbc1zM5+Y9FaP5WnxjT++eUNt3e3IaLEVzrCdyxk6Hr9AemR3DDZ3D/WHkAhRZJ+WiMekI93j3ZnPFuHq3JdwTB/QpIYMnTeTq+Qw2bZCWIZfW+Ul/0SPIDF7ZVmhojRbo7JLbKYZ6Fkr1owfZSAs2bs3qVyfpmjEno1sNLOSv17KGBzzw7L5uKcsn4+H3QwmTDuOYUR8pRcLnLydt3TYmOPSHTlmWbS6DmmHtnea/Nst3GFlDfT0B78g2UI5tJzdfFirkedHOXMCBYNQ94HNdaDxbV6anvWksKdKXULsdKvX1apumDMlEHkgvADd0Mlcv9rbFoiV3Kpkslnhd8jAUbPNh9aFOV7C8f0kLXl12+N1/5aftWlGK3yqewPfHiRM4gtc/5bGbhR89VPs7qO7yVW6b92Rsi1+Q6gGgFidr3nuX45H/x1FMw2y9y2awchPl9ChdhYaIsnDJbVjY4GSu7TK99fApEVlBBMpInshVZT7KidofEkkyIP7Y1yYmfTOb4L4OkW7jqGcQQlfFSmlyS2LU7lb0ZJmP4u146X4yBmZ9/bHJQXHFYxN4YMma5q1YyzxgPMSzMTOZnw73vdue/WaDyryHOJ5fbL6/wMJmKcroJQrKhA8qYRij1K4amGvFR+eVzrJq7WiaYpsQcVcLTDsUxgetAJTI3TqYRA5+/gjplFZbwvSQg9Fnr/M7nDVi3Km8R/5IsWbleVtw6R9X26XvNvzdl91wde3OPD5Bt6cauHkVnjSswn4c6lKTfEihU50xX3oAXZhsMirbPU7QZsxqY7Rt4Eksy83SYOzXdFOAD4uls3bXR1DTd3ikQNiun1P8YCOKsyHrKcy3t0p1/TaRMwlBSIIxP1sTxXnZK7piUjgjZJXHAN5JI3WeS6Up/Y5BnNYkJMAmAYSyBaG9M7Xre58xvvmKecfgBWJWnnGkyv/jU+353/LuXLOBQurQ0JwY3h9iKKyIoG0pG9X9Yv+qmIWlC/G/K0mwzgkLlY0M0NHadW+hz9zJuUgvOw0lHxHk1gz1rx5kPiPNc0zSe2rkYFBKxPZTQtRTvVmDKb/n8+XKadh4vwjksIxgLFGS+DJdfXWZPIXZkFVB35tSy2lwPahig170l+a/kvbXV3bwdxR1+J/2tVjnlwsQbVB3/B/GORExY9XZ3RYV+ovhQZmwlDdqq0q87KUQTmsV3f+EzR2rTs4WAsfrJH0lWzPIVuXMX9L4DRF/RiKwgpeOVEZPM8F3Mdg4FkKUsohF1yJyDK+VaPeJejiQKRj9E+2DJRhTWFDiCOoWxbL7hiZ6SF4oyvaLNfpG1KvPg0ztsPvmCS/MtE0A1CUWRCFRDWU+VRISznoVQ1l8uQFN9r3ijX4Qj0l+u5ilb3gMpJrQiHFCIvDU13fyE9dGW319Quc5PWKVD+pf2XOMrgDO4t7Ru/NcuKGOOdlxZLZMO1bXsF9Hj+ilyj+Vc68/KiSgR1K/9aPQ5uCy4SHS+7vfVQohqbddydl/qs3a3T7YH3+z3CuhHmAvVqXQ12R3FMM8kKzXwv+W3B/3GQtF61xtbPUWhc1uLk/7U1eXMcUcFnzwNL1xn7rigrHl1VKr5E1xPEkrqwf+UA/cTY26jTXMa910DTuZTV5c3TUL4Himd/728xXxDJbPg8VJst51f1lzcPS8gXdg5i8b6sXNU4wlnFdDfAPyiFVkkwhqtQIl6oER+3zL+1AUzHOdPpHlPJy7x+ETQxaFNyw0Lp4BGOsFnNexrFGIriDTvzi6XtaOCy8Iktlz5woZsxwoVOjA0YBaxsrEE7EtxzgtSQCOuLOutoRiPX8TSeZzPypmAZbmaGNuJoSTDaI7xF4uyzaPE6tRYMxp5FPrW/5KlVH+86+lBvz/Ifq+APqX8YRCtkduivT+ZmG7upij1xJYABtskm8XgZ/7v2c2mZ/tkc23fMiYVH/eJoSnm4kc3m2+fPcgcQnZLMhDe51eha1Xv97tRVne+vtUcBYXCB/dUMkdwE/WHHHwY1JlWAV3/wmbPMvro/oqmIRfS0PFp5kG4qmUpdTs2uhNfDcsmWjkMy27en8G7Xxkr+ekuVYU7z9L1OebtOVlYStle0Nj9bmffq694F3iMxtJORzIeS0cun5u2X481ODnEnqgxuyv4rLkOdPmZ1PjNFKn2wn0SmZ76yA8HhiFXWw+POsQm1fxwIi6UEPI69t9jhak5p6zeuaw/h89q3in7qTnuXCpjFsKh/jtKTc0K1RNP+CzN0YTsqBoT7s0WzJHOYfR3QaQZ9vHy8+gsoJu+THKsuQCcTiWshaWcDMm7kMlLHhhQzhzBiWpAA7n7eL+VgOuHE/LSsGeTfVCP90oohT4dkwESQgDftZRpXi/BHMTN3xWa2EnQdEgWrMgyU+jQcU3vMqZVw0TP5bvijDLe+q+DD4pGlNWI9qmm+UrztHXFzXjZ5f9AXHU5NLQ93k41w9g/ZawiSVVwIOeR1j28CL6+G4ymh535OqSM7DZGLczDFqnk4wxiDiVS+BGYjAV/Hg/N9lAHP3JmEGpQBuNciqY9bvp3KHtb0vIJ51WdTl+AOK0DCuWJ7zLMWrBdbwLB6Fgnzuvrri1qXAoK6K6xGaY5qXlZRCkZEOLTRKA9Su0VMGOLqWMsDrLfXyW14Wm2EotDW5309eYQi9zS1dmmDW1N3P7tUkT1eHIs4zsrNR28TOWQZdLKiV9o/XROqGRpKOMkl+3NL/MUzlpcmzDuu91Evle5MnrKqbV0NKInmxXFq/zr6WITsPEXJ8Nhx8t9U7vdhlhnelX2S2l4yVmQ8K9yWjPbdcK9ChXtxqIESuzlxAwEBbCisQeHqdq235e8Bo/A6PmZ5uaP08yFMETefnIyMaDg9SAuJrl45UPXh64rxYbs9dUJa1RtoHUd/Epssw0B5brELlvzgHWlNaGDmiiyWvyt5jxXh/SsNvGkrqTsi4sUnz3ZySOi+Esk0QnLtWfNGVSBm8MNVpd2FIG91ZUmd8VOI1CZ5HysrQqYsa6EEjHuoojvBR4sF64rXpg1NNbKIaTZ/aJ6Mlf5KL3+vw5JXgq8IEvLDRjb3+2f234W5kRo6dd/CFqCCoZvwO0SyFBugs2SabxrLdn1C3v9CZdRnWiX8WROR5epv1t7LFA1JLA3pjuHbsivaYqo9k1aR21qRMFbkwdQR9wY29DAXef9GRnmH46lGh9s42e8M41uFSj3bvyuE1GmlUNKMxsXV33o1L7pL4Cg9cDcqFecSO52l3xGQ4Rb6SZ7xynJ5qICSi7E1LiCh9u6bXlblgVtpR6xthEch+71YUrkWLjiXsOVuW5kScnyGY/VdRZlRcVB9nsFVNBBrI35+RGBOcV+rBWk94u52M/qHB1q2T9/3RBBvhTSqW3z5hiGS1cUBbSGC7t+4XFUb/MWNa0PNUPWi90vWVJuuYTcqw/OLR1Vil8ZLStWwdrP4V77gJa1Ckh6eAJp3r6NY7mg86zJihySzjyhoxVl5O7CdRxBQN+VH37DlZidaV6dGGfevbSsEamXlT/o23brx6lmJvEMV+aQhgaqZwap1Q1Ftnefnj8p8MFMqFTI/lXnGD4EEtx2wlWbpUplypiTsJalfC5+M8Wj+bVza18+wM35+ucEj1zeLt/Z13UoQaXp2+JGHcG+fBtqiqn5FJtpWoP2RrhKivucS1xoCC5UO6zKXmQjZc0ouSAR3ktWTT/c6RE/E+9slwiVb3C54nNy0yQdydipA8dtkPsrdqQYkOJ6xUGiv1KKw94WcR8G9CjtBY/veG2LuY4g9DaUjwLOyZyMjr7iy2inbkaZRCuemK/ggh3Mye8IF/X4H8B0vLLVDIb1LlqZAuAsXCbJv75wP4q5WFEw2BUhj90M+qm6KKPAFwkzZDFAmi8aBVQHCIOq4lWYKhnHk7QvN8UE4hRWTiNjFilAbse4r3fQKeKzEH3JADKY6morelxR476HxSKFcRWUpB/Sd0siy6c/MZOV8FXLMrkeS/QoMpvyXtQlRX3jRMv71lQSEU0Tw1pCouwV3Ugbbsxy3OS/sA31npOogaU4xuUC3dK9lNeJV8Tww1ACfiXprbAT/z4D15VCMmEK29GfKx1wj968KN6L1djl13JcwskpoX1uQyKkzZF5I+zyDiGohBSQ5BnAj+Lx1rkfcFwwC5y31r55l/9q3jf7sMe2Wrc6T+xbK5g7XttqOl23wUuZN+FkfHBvRXMYPnNRJDmGZm+hko7BN5Q3d7yy2Vw1cKPJNbQdJlN2PVxArkVU2NwqNr28ZaKpUkjh36DpQfyNne9En/+uqnpXVMIRjQzHxXDFptjdZeHey72atza4T6pPW00QdI5j+keL/dHcP0J9a5XPw4Apz22Vd6MdVbWUqcHT/jYsne9JfYsmtzkxDrXWlvJJRkG8fSlk7o6yPZJz2hYF3fmJzZ5r9QVKLJwr9g9gu8f7ljZ9Q62TpdSEAxv3c6YZguKSaO48QCBFvbRCroQb8yaFu0WRriiJpQ9S6OrIpSgU/e1tuatrMu5toEBWhb29T/u1Alr2QZUdjtcXjwc5YOwXnSkenf5ikvkLs11umBv70Rj/HMdg4awcnn/eK8lyDYj9iqKZbhScVTBVKtJSpt8Wk9mbiuPKtYqszLRdIY8HcjE/RvAxElHXJ+BN5oPZsXISdWACJroik9yVH3mau8Fh9zv7fhYuqHWl7LL0kFlvP0d6PZX4ysNkX5SJ0294AHfHOnJ1idvIvI9WvsdSkdQmOH52mCdyH1DC36Fwgg38glspXyrW/B9ZS3UjdZWP3WYyT/jGuDByqzZFKC+pRdzEKh+tZ4+/lJukE1ZknvLxFnn/tN1h4MoUP9pfRcenOMl+rYAiHUiRWImAzCOVStkCCVUnU3nhZBN7RC06BywGOZgEFQjoWPpna4w6SepPlB5BYrMABYuHm9wli1A4BEGB7ovOI1skafDCqAdTbI2aFIXStqWIlpS7zyOom9oI3cTAHqXyZbYUOH+OVOtLvgr3u/Dh/dLYB/ZTCl6uXbgaLOGHPsD8F2+Q67ZpTt1U1hLwb8P9rMzLSVhhowDJSb4lDmSlqNgfBZAlCjaHCzRr2WBAoq4cR2xEf37RvqsTqWqpVoasQpsw8I+t6yCI3e/k7km0P+GkAgH3VoBRraIKN6ZkWdGOwI5nsmjrF8vRqvnJWTAvCMHHbfIkO8uIITH+hC7cacZkTxpvEjrDE4TiyRr5oRH5uKg5Y6H7yA1VRsdUPsijbBVPjYodvXojLnRRyO6qKJMht0cB5A6vpZhjiGMczY0hsJhcmn+cp7dwNQ9QtBiOElUWUX86e9qKdSmWK6DxEA2G+IW0ziaCzcpUfQV2xwaekzjzxxKkn+YFbjke7MsaMkLV6UlWmKg0wyogO1YxmJ7UfhVFFq4JKjG3gWS066/emOO5b79CZ7sE+MFvKJ1w+Khw89XEAvKLynUWU84jOSxCj67gd5GPT+7yJV49hUdk783EpQb3UO7KFfRsb+EtEeWL+K4wu3iw1feI40NDvZccKIEDf63lhGR7lDSx0NN6nOV8zp0/B6rio0wOrzEinIfOZn+Xol0x+8mvDcCYF0NDtsDG9V7BYva8HzwLJq5Jc5M9axonF3oO6D9tN0nRtHpCoaNXY6R1ISMPYD2JjlOKSSL4v9bR/Abe6l0RKZThxCjEHCjrQ/EU/flFoLQXYEMUgCyS3ArsXq7XTyG0tMZNApWsv3AiV+mZHnL96MD6Th6WaQzFjZeGcYX8c7Slrkj4IiksK0Gc0I43tv0+3OufIa4j25Mt3Jhwy9QHTrEY14qTS9YCPEw7rLOJ/A7FjSKJskt+SeWZovS/xIVlBJfk/XezcXlLg+90vWXPmGQSr77ZUxpamj1rqjFwUEsBZcNrnjN5gomt39B7iGVNmQAFcc/tyilr1Ecm94/foQVuGCTQmz3dxK5cZhIYY2jWkP31KBNTdbbH9hgDcV+JAvKfgWLyOa5hE3iGcKlC1BrqkhHf7Dhv78QDbdkQAwHVjwVvGo2xFdX51pVrRkGjWp1IPsyubZJhMOzjA315Xxbhn/A8755d2jxGjZVqfizpl51C6GdhNS4hDlLNCbTa791X8QN9SOp9GIHt5+GG8c+lsQIwHsWT/0KydmIotARZVUj7/h0qdBXhWTQKSDETxZkGQ/1gpajul9ZTOnwRilMYnmjljcnp5nWyOZLuWGKK5RyNJefGg6Yt2+p9L2M1WimLaynskQLca8kSRZK/CbpHklj1aJ/wlQlg8cTIoubayV0438SLkwpLKGfSNyb+1N5QzzIOEZNn9jdfwP55tGfx6KEnnnPbcUNNG3LUclkKKCSyruI7nmQ/7vevkR+r+/lPs8pHP8MqFu99SOHs8N4B8eRbN0SUpvGSGX8FaNkLmK1u8POu/Fe6+h4Cm3d3DnhFonK9hII9siKV7SCWdVNEK6LgOB/lIv6g37iBlGpdjYWhOiApHuGHwtF0TLkif4wl2u2Vcq6cCmB/uoZSvdGur3G64aWA5D5Fkocpb5kKzkggwP92KWU+BvIgOZnf6Y8P2TmWhlwpQl5FElFiSAEtoYYqkuj7SCKi+th6DbwOK1IUXkcNzqdiiLnwEfFUxLJJ8RoraA61oBJ3UYAWQ7LCEy+5Gqt7K6GCpUY8Rp6rhrXuSizdOg4kcS6jA+ln7V+/RRaFoPT621WRNaRUfLTp+J3dngLoVoSQ9rM02u8KehUOR5XlQjT/hWXhWjFaT4C7r/h+Dcr0fNDCAgkq3iNp6FBZeAtC/+YQhBa6WRKOCCw0LOxLE7Jno7EiP4Kr5xoeDAo6u6KYlarhC5JYufmfDzeBk84wuT/Pw9pp5lniSmKYuHivmYKrFzXeaw+FtZT9xSc0Y/jFi+/E1oAznXhk4K81+Ten5MkBJPmP8H7+w0ZxcTwMYMzKNjAP/yVlLLJtKxN4b8dkcEG/QtboPIr2zhqTbh6lzGBLqOZL41/iuy9JFYvy8qJxGWY+hYB+eZsizFugwNwIsO3fIj9iqYnWw8rZOwnr79c6ySglrnT+DR9uM+sdqpEszs0Dn6d6ykfttmXxiHPpyBDsYDjn2SKC7X7Mh/1gwJAU+9GI+Ksocg44JIEbBRK8ljbKW9LyfqOU4M30ZS9M1NNOWdZcuuyqx5ynYFhJ3EWKPca16WASevT2/uK7neYFlRVbzKWbR+7ihSbxiuuhJb7CxHc5xWspRWrSt8norWLfisXy4wFlAYn9f+jiHHNNs4ApD9p5FhgaMcXFxWSbICET8H6Qp4dTriC5lVS3KCrFo1uZwKQIvyetyTAjT6XTKhf7PBTOe4tyTSNcBa1TGVfDldd4covQ+9UuVNIXwV1y59jf3gsiMAiEspUWxF921toSW6IAiFfAmayyim4Dt3j4G6GTZcn8QeYO49A8c24Zc3AIsHllp2RzG9QVUggtH9hkTqgPYwHfzVpOpTjn8iDOk5SVLKtVjpK0+1vQq7b7+sVlTe/BW80UMoZdntxC2j3eK7/Q/MpatqDAM1jyEX4muftxjY4x2RO/JmlxyPZ4jpcZo/FBDtnXGJSL4B/Z33xpAmv/8JozKNnhKRt19UXkguX8MB2llffwDL/F/XvpAaWAjuPpVYZfpBYjYnmbRnyhUeUY8z2KSDgRXUD67mIUxo/A9r/+HWqDjonblVM7ygy6jcwwHy3N8ZSSTq2Ivl/unOjFZtxT/SbV329QfzOkW9IObHXuuP39vZDOh3JTK82uDquD6LLgZtcuA829K9IaXM0YkOV3frLNi/W4GJsmsBbce0ZpDwFttyESMFk+z0ItsRGoglw0iUon+kFfe+sppbCkAp4C+p39XQDrQWMQ8dHIItDWomx5g17s92N9zQWi8BVFo5LDiKE9dU4Zbx8LUkAaK6tHnXxjW7XXR0/E5pjQ+3zcrE9N5ssDsZIScbWqEZSmtRRxRsWJYunmkTlksJd5VfeO+A4nBt0yMl7q8HogSnRnZj/55QqydiCQOBXFIwU0FWVzA8V8Iu5etDFg/qEWTPgXcet+jJIRFkcE3laq8yStRwB4ofPkbMCFp8CwK5NxQUYuBzFbfUeqTHfcgfD++i/SPAZFHSv1nXJFOKIucBMXVRR81Q0pUaaoKvfWm/A0iR53+Rr6pWUnmNpgoqzV45//AoqA+1LRLgbBP8mgqWTjCP4sork8tDrLHsPl8cno6yLX6k2n8n3AU1vMgtcPMooFfQwD5op1uHSPbzUXgVa/mJozSVuq4m+O0Mlk++Z0vcSTaWzUbPsivVHHjsQB/6XXGa4clpLbGFH7nnD6WV65jzr0WoUTB7WslaT/PWjfHjCvB5QC0lnpUiPWDJybTQ+lXI9gu321WNMMhTMDwJoItzujoJSC3sbFrv5JbjZH61fA4nHVjQi+/SK3/FHIvu+anmVGE3c6LVR17B93IHwWc6OKTwVUdEX4pEcLKCNxx7rvM2kqGFO6tMfDrA6mSjUL2JnQpbuJJWVdh6633ufa3c0/uFkPvLnVo8etioK56bygFTCOcgj9PfF/5U0dFJXcleyJcz2waFyDxu7mgt0wQstyAAp6DTFpcOnKbIj0P8eyq+0LbH9K/LAp57Yg7I87jxSLOvbmzJpiYhs2jdi+uaC2zl4HF9D3/xbJe/wfIL9YzdnUZvZDYkHHEOAsRVZIVs4MQHrfrc7d7m4dyY21GetacR4rIvaai2vWMBTotMv9r7Ky1GXyEvA0D3+fZf5xaC38Y/f3zwIc+uUwlr0PhslPDeIf5/8sNzihfWcvLhJIT/UCtfE0gYyDHF4IYLVfTjihqwcA1dgZCzLNhbhUT6JoVmDVriVd/x6V7COg4XUzXNkzueFpZBkDB7TWywFpbMGj6velfnLqFZa7bLEH6PPv17HEkR79T1lYNfN+6yzqwmTIHEv9XdRCs8OsT2kThEKNR6GWSOFHoAhHt/DJisMIETi1Aij4DuC+y+GvkRxPbEeta+VG6L3kBCwjBZYHzcs2/zsuxlRkvUGkYGUVyWqKRv6vWbwZR1btPiguB4Wp03LnaEfw8rtL81Ko6t+1P4hoGxpTYLqQAK8IrsSq2I2K851pt+O5SHSoCGSi+dMpYsUS8TpWcKcHiHOY5FCUXwFZgKSnweUt2UgcahXYHlHm9oXHqQv79DRZKityV1Q2k/0TJQqrVoKpOcJDHcd3PNEbkv3dOBPXsDF1fpQ4RCFpZM8eIyt353llzFgyo5t5oGlZqUISDaolTLrh7ii2UDLEHoEDTgHph3WmVGAaFo86P0qakMUS+aCUTzIWkUQgwBc7JZo7ML17js7wlFMt6qBe75pkZB1ZSSWVH0mUKXuwTYLpPy7TCAJwegGumKqQqxWzSuRIv8tdfghEYKcepT936c69F8I85/vptL5ubbLGr/S62+au/h1wHm1rKI2JAYQXAJgncF4MmBmJOpD831ObzUPwASVbBQDQWW6wlRgprlJB5R5AyeQqk6T2y8wrCeDWyfVSMXI0olhUB3iJJgPDWEJqXx1SxCPuV0AbgA1Mw307rUV+l86/DbEwzgJM2aN5GH/eP/hf9vmAVEBKq+vPioLTs88NBhHtMr3WhcJzOJSYm3m6yRHzp9Jf7pxkLviCmIQjL3TMf7G1pBp94QU7zu2sUvI2dASEMI+hqFflBWIoMOXKgRr+iYBtsNQlVrV2c2ea+DYneGuIQuXG57eYh68sZ+oSGI5GFAPKBVkc2LqZGEzwvMQeUdNrQJi75g9aRrQqdBpR9l7fJ8im+M7XaaYCyYkqJCP8sokSlvFk4QpTQBu9cZklCsh/APkcg8/sPEvCjDiAFn1HWvVXsCUnkiGrjfJZiWn/5fIccELG9K0PFggc0QjwH6tY3gWWucbEkKSArqEz5U+4IGfT6aGCfQofQMeluP6UWwdtMT8uyTLVQiRrdw8oa+qQUl9DLGgghPoDrw2f1XJr+exvc2v97LJdfV2OW3jn8G2mITHBPyjRuLNXaXMk+/oKbZp+BMeUiqd506mljPqAvTQuzTx9YVkzAdKzj8BRCSR5JnVsvQE/PvpZqqmFazsOi6sn7uUZdHmZD2fTiyg/Fcb+B+zTUcQ2h0FON53rswWFyedDaLYz6PNd/c27fX0poH+DjF2RFbh9YnpgyYacwNXj0gMZ4Pqv+jo9sHRjTuCjRVmBuydnBCavyg48OC0j8NvmnMAdk9K9w3L8e9sC3/2eHfhwYZb3nT1WqVm5gaZvbA10ej/FLtojr3trO3tk5w/wSZf9mR1ofdeGwKZtOYGZSzMD/V/cEviba+fZL1O9Xz5zSWbgure3BhavzQ7c8M5Wb9m9H6UEMrh2tqXnBro8tNFb1oo55nB9prCs28PBZV0e3OjNpfmeGrUtMGlhZuDxz7d5418Znxr46scM7/3+/i86u3a3q729P+EUENHn0WqnLqb0YMCDkosJUg8nWL0BfJDKAY4i+/UqhF1Pk9k6o24Q31KDeFBHYkpy0yY6JR1aPx1cTBrxgj0te2s7e/p3HIjzt4G8zCMqqxNr7tq4zVQmsaH65auBD2RxTbmdKfT7WxLAv/HdbUBBuH6wkCRK8zcP0a0oVqiSlENgQNCf5KbTSpv7Pt5mlmFxXfNWikerupXM68k7yWvuTVpM/v1rFFAdAIZ/00YGBJgZhtJpQ6brmR+yzAsoo/WczOfpJppCwPleOgskct5vmZjpKSTRWEiEBC6RkiPgPwKrQ6DV1cSrjiZONZZM6p8EzgeDpp5B4PktuvVaUTD6RRDcn4L8FpdRpwc3eV/Za8yOU2mJlJdENXHPQJTfENezPjil89olm18pio1ENxtca//5/69RQKeA23kSitPvKL8oRzKib/04Uwa812tYPBmcbGGAVD92G3SlQkSrNuxQX9+v/ee0luzp3joCInm/8d0Ur8XPf08qZaqQSZXSuYfCVSkZBaCtqE7tUNgWH6ATiNYrT8wxUsHsBcR4/o/CWtXenU6WrR0xyvuogZu9IsWsI0b5KPVxB4L8q4LQOmH+vupKs6tViSvhlrnf671cr2Pe3GYqkQGeekEZ8x6FqTMp0UjFLWtKQLEP5O1H+qg9x1NZP4sxF8Nto9fPCCjWIhh+JmC3phF4indmO3ZfFUwfSs3aUgLv+k1H0VanI3ikjj4yNR2Tp8AyyT3tgLs5mB5da4UaJxDfiwt/Gq1/Cttv3Sj6PdMZu5LyCCnvhtCL9MPtrRgC+P1C8HgkbIUNCe73AvznykTqsKbSs6oxx+4MHyfzOI7b9xwv7UtDp+vHX6Ddh0OitpAA8CZc5Ab8vi5Q0bb3Zcx25ri7+1bYe9GEyKWypSAaL8USiemxoO/cbYnTWhX+v28ImDPgepJswYp/FUI2tRFSt952vmPlrr8/vN8vLSDx94YjMRenjMxZ2+FSJ2AJfrMoH0TlIPH3rJLy8a/nKqSlkFOJOCsS8E6xo/9A5aEbTzedbma9l0J6EtBcV4dK9QfQvG+TtpU7N4SMh0Q3t9aLpIC8Qfwryna0zntkWx4D46QC3PJcuwJo/vBnlnkfhdQThfcANK4WE6W5tV9tyea8y34vDrkVc/ntfYEzFLbf6i/2nzF0ZwVVrqN8OFbAIuYYC9+1tvc4IM12KIVKKCJt5zAsAb8CGoLrMh0lUxtX2a+AXkYhLmDuS6nrszIO3NUdWBpbiKNUJKSnNsazQ7/vHBDq99CY0BKwFbb/ds6dfbXXlrt+JOXzM8WxR6CYVcO2CWXSgNbi6mOmKvvvaFB4MDFHNSZU08SvQILLFdP1LmU0hmumLMdQjQ3FW61lalckupJ5ZM1OJyYk9LYKdOugyJWFC9eWyN3Pff1+v1NAb09N94oFwx3Yr+i1rROohnRW1ITuibNKe21c7DL/q4jNxRPsKi475umxaeYB0qsHc9OEk23oET3Zh8CxfHzoyaun8n1wFt9CV9Zv+pXxbjx3Xd2EJ9WK4+ZO8G72M6KA+xdlOwtov/sIHEaqEH+6YzLbCp7mFcQmrhuf7lkqVVF6Nzp9uLR/suDknt6H+X8QF7Xc0qQQcFPfR9rvu6FJlfLpArzhEbYnRaOb402UytPw9lzPNr86pzSKJ9YczcNAY5exL3Ww/iRqCfQD50CynAJTxeqqhMjA1vFeyqcZTAd22R/cgDfSDkiK/GmAo6dSICqRRaTfNwyOJs19EWBCVyLtv8aQTcpnwURcpnov/sQ57jJn2u0o3R/YtNErC/HquuwXoVfRiKzg94hqREyQl3ZAcZKy/4Zi2A5cD6IlUTX/KKrwz4Mv6SMYIMXU+BqhAV2DelhKRI4mLnH1PusBH9M6SNhGs85aFFsVgtfixNa8LY4s3lX0wSsgdHCK24suiiFT0s194CQmgziV6aoToxa7Mnvfm46vPTLV69Vk910n+CmUxtdYAK4omKcT9CItlPUEcUXUp8JqaHu6EKS0bMcGjZvHU+YRiNB/CXVxcNfV+1u5UKzy0eezYQjsjeUgpfEWStEvR2AhDIRxT67QZZjWhzpth/1j3c/RbucBmuvxc83NKBirfDSP3L0XKSBVSYqUwxqHAEzfozPM7W2TPLdJ6/XmhnAl3H4DXTDjIb+XVfNct6Dy0Toq+NVvkwUlK+W5UE954askU3EtrHyPZShLTcpJMgOr0IqwW5JujiU5EHdRVtuNUIFY5aMxOo6Pg5mRvEBbZylQV8Ltv76X0kh/+HaTDYOhKxmDHjcijpeogj/jw7dM+sAHTMbLT5v0x+4Bzf0F10zwWtK1kzVtokl/4l6T8dJTvN5jMsWMKGS3I2r5o35ougalQL/hYXUSbuqPZFgnYgFJwaj1dAoWkNoPnRlCT//Ecdb7s6EjcUVZNrlnrThfG0BrL+DY9WKcaEv2BynWCmiyQIGY8tdyYY/nRCXFBzzz9DRMTZ04mafX8d2X3OSyYiRTAa6dw4U5FLCXOm9aGcwTUxD7E+n/rXbArsjPlqulp4Y6KohX5nFcCikzyVwujnM4obcQWEzzXdTqxX0msQm/KAYkkfnvl2OprfK7gv4x/s/RbkeWhywMlZ70BTjpF8EKZKnohhe40i9tALxFknD7PZ/iXck5xCTC/ab+kINJZoc6dnRl25LJDqRhakjhXB262WZgiVkBg+W9dRXQ9NCD4DQ6YPhFcTcpsq0oPetK2jHh9t9+V9irulvk/rnaJNHxIvm2B03CmefQAWMyvM9LvVVzfvzeZH/7FR0sTjfJN99nEvucT3un30zWuNH5ptaDTg9PpdsbkNWawvVaC/7vulh4usa68vCqQSxLoQS1HpoRat1cD8S9uLGnLwu67nZSf+xJ3WPlgulhi04s9rLjGSxGu9wY01NdEG6in7uUTjxHWy155Qc3x2d+F2SoennL/JTPLOkNivRwTuDpPBXmOApInTLrc+NP44Sqgd3v63M8X9z9uZ//CPUqaU5dAJpnLD645EKsAvEVN+LmXIHZfHS1vMNWnSe/jTW4c1UPVZGvDLWecb/zB6fd7yK9j3Y7qzgWUi61KsAvo0dsGAluPwd3J78CktKSaxZJwu23XCmJrItwckQIy6LAtJTj0QSRtY1ZKGabEFDwWetLMZbFa7IWkL6fxneKCwm5LtmCFbwxlNnu9WlauE16mC19IaR7C6dTa7j9DztBuIUqoFWAhVe5XvF0tohV/ZqoVpFsrJ/Y+kd7jSv1WSUh4oHO+nKkCXTrYWKoTbPSi6yW2BeVBase+l3qQ6/rTyLrRW7XMLipj8UKqsg4Kau3p2WYo/g9sphqo7RkBSbGBd3MqiheKR/FK8UmqQ6yFaO0rO1+7YvXvDtpX2y9kG0K63DHqaW9ntw3AXlvwMFXpkGa/amx6Z6JehUmtywTPVUkG4gDSGQ5dSDTYp8gR3BibqMDqUiu5J7JT/aLYPSrMH/1tJGCsg3zNjKnFNAGUqrin3GlDE+0cCIaEEm2/BqfKN1fVIl2O7pBJWV8mT13e3bf/IW2ClS7mRx3Hb0Pt9/btxfhN+lJLjdBSlGcQnpid8UNU3B6NlarMm+yVBQ4ltsmC0wunTJ4UiDKKrrWj205JGVZL0x9lrvPNshul4Xbf/tdYa9xLVqbHPiKMl5/3lM6sXWPMvFNWpgY9ZLLzqYH3Qb5cibjrRe3TxXIlLUSCDa3rHb49uVuZ9fDKgQViBSGiNasJPEAUxcQVy7rkPe9XS6FJJEC0t+EhZlmGpbSFh7I8gSKuxRrBaRmc7J+pAgUDJWpWvuQHPP4l6nmPLokfEkATtpeGQUpB4m4fBeu2SbCOc9KsifgYiwbkZwr3iPz9yRcMb/Il1bTuy+Ij6RwI18CHcR4bhQ9eTKzM8zxoFjdoKzWtzeEf661ofiKtQD83xf1c7TbOTykWNcQyIwkNvaj2rddleD2cognhd/eOh4iUjyiObHHTqlyKaApWDf6XtI2RJuqTJwUkNywRaEWOK4CEj+RDDvp9Ze7K561679h+zHw+Szi9bESW6GiSbriBlyuJUHuoqWLTMbsmSah51metSNFI4I1dTv1S0z5itsXKd6kRoUx8ENHK946DHbbS0Vat0vDRNMR91+HpaCHSaT19/byYq2AlJUaAlVnKnGX0qEnbB9cIykKpcV7kO1Sdt1Ng17ULogetWnzVy8KZgGOqxmLxVTW4xO2N4I92JpfiklWzrP9GANmJilkQbxIAaFEQWw7p11Pr3/gYin74g8kKxUvsZke78Mu/It2O8pACZuk8pJFWHENfK1+ZJHZGEujUNB3F3bLc4+0/jTiaCp18YvcK0kj0sJWWuFOCASqONCmkOtsY0/He4oo04MyzCMupwaOwlVZkcI5HCUk11bxNau47PcKBt9PEF5q6cLGidtdN/t9uFfvxsatEkeRlYDeq5VOSLIX/Kh8uImnw2kcvb8CgTNMBvzNOSz3LCGUjEjQ4h0aVrVhzln6K6ZaQzuNZyUFtsEnwhNSFftG2bQ4Dob6f8EDHazipxJfVhXLRF2b8/OPQSqRMuW8gLlHvEbFv1wBtQwPbN3iZd3sRmzTSfu5OL/mndlivJdW+dhdtIpAisRVPv7v7Wf31a98FKhWN4VjAOBZscrHftar3aa7TO/1/H4UvI2AeFb+xPp59ccg3mcAoMPdIUXZziWh9LP2y1+r9gbI71XcvDWJER3nxEd2dh97ktURanwcVsskMjWuKJ0+iGyU5CyC1FYUrO5weLz5FddrAu2oG+IeS3FKFOsRLkrgwT+IZylo7X+SXxyCWTzC71ONnivvEID9gO4mn+OGaJ5oxWvVPWeGyaW9cu6mDSaTNsmYHHmr52SbrDEjTA5NA8VjHfhzjZduj4VYXiIKkdwVy0wWgWml6XOhZs0c8aEJQBcrN2270OUid/UfJksdVFEcuUsWeQome95sk/vPX56blzVxvMleMJd1/wm2dkY5AhIw2QS6c39dAN3I3yabjhk5yxd7jQzlGu6vUqwtoD15UFfo4ucibUMw+2m6HYyBgnPdNjJggN1cZfM9N5WoRw8hdpSGZTSDtHBnXDErAsF9gxt44SjoXgkYbsWa+hAciurL/oPyqUdAe3dIUbZzCdv9gmC7LJ0+ZPxOq5vggRHl8nzL/tfAgngLmojd8aRU15A7jk80t0zIMFd8le6hlZvgKsvN+zhU6HsdFBNSVK4o4DwGzIssNX8W8XjcsBFkIyWu+2XXP5d40eiliiHlmtM/TgV1HmyrNAmLSsBOiYCIBcXB7Fz2NeGUntCpDjUZg5/0GgXGt+kAMVqeRaTe7rmrV3mpdblQUk4inY8/oas3RdxxbWF6BB7y3ddeux212YmrU98knHS63US+VzUdjD2sBvSxKDSoXD0CtpQUlFWyiamU4KX9vY6qf631LCOpUg97JCtoyyYsn+q4fo1M1lefmfjO3fPNvT99yLuT9qe93g37+i03aP9jE8yD32SY68nAKDhai2r4sVz4p5EKlUwmLf8y/c/vOzEJFzBgnqSPuzA0rgKqSeDvRtL2N3EDPhbqlS7k8f2A+c4N45Ls7K4XZTuyMIafWco8AwgQGpHtGBy5Zt2pibuldaIHCtzZffGvdzoKTvVz9wK+/OTXbO9PMYijsWyuhktJrpBfhIGKiwnilRT3ccUqILlprcPAAtSl5O3TShkhpIUof5FCYivKmAlgeaKDG7LfFfQaV+NIE3ft7SZ38yavI0UMXS1ciUHhJNLj3ZhewTFloYENsTZqnNy4hPZdTHy7TvSBhwytfHmW5f9d3nyQr8VWq4EVhYKFkja2ymHGHHwoQbIyuFEQtP0yn4wZSigpGICOPfxIz71SkFuZtEDKFo/w3mAteVS0FSubWOho91f519WCuSfqD4LXrwFqu/+kZLOOJ/atX6abu0DW1gnFTZQ2/oQLvDk3SB1uJj2FHv02w9wBiDCc/MZ88sTk3vjdhnDjd3ZZUbYj11Aul1Layjjtyf3S7xH4T+l9gR5lHe0NkbX1N0kIgSGrEDPa079xb/ymaLaR+8fvXlpRltT+Ko6Tu7/+hJ3bb7lgUj63Q7uqlKViSc+eUcp8RAbMiuui6Klb2IUtK0U3XmHj7Pw7+1qU7Wi/hX+RK7in90u/R6l81bXtLeWjbVbD+joG6IQSAeF+40LiSXe+stWIYXE5tViuZOJWX//sZh4c+WNJ7pji+l7k+/uz8tFx/dcqoOs/TyMtbMzztGfmHjXPUmH8NuUCXcKga4vrBbgn90vwh74vbtm+ibs+3WZOfS7v8/Yvwry57O0UcynEWTsrKkewKPSdncOut5VA+HXPbDbdiEO1JTg/4JHNRkpHor5jVz6x2YzAtd7b+uc3MpTRKj11eJU1fiBKfkf3QPyFEX7TZxfn51ORG6aT7Fo9WvVsENiuRHK/3DEHwnsVSy51SjVWc7OKWSAaWQlaPIQLjWZ4vjHTCC5f+U6KGXxB2e1A0HwDivhhInGiY8nAdQa+IRlLic5U8GP6fPMLW0yP45PM92CS9rY8BTHZwL6lvYdgYdt+njKie4l5lQvv+Re2erH+/l+rgMKdFb/yCTfm37rsybPLAMbc879+OZX8qvKWVbo7ZBXzHe6g12tQc7WGWjnJG3dUgD6V1kpv7ry1JsDqKBRaP8onBn+XzmuiVxqkwlAxLHxKeUU1XOBzscCmk/VbGGJesL/tQ6zuFkBADgIy8AFJAyluzVGFmr0XoRtR2dAaYosHqvxrXbBwJ/TjUC2O+92q0AUwmaxZUWQZILoVXPwCMEYSIbgXEJMQENIvMs9VXmLNdBXBiktGF3wkyaDYVlaKCnNVeFuQFLTtcOtVIrhbhfR9ONF2tc2Cfqtd7x8Cxqrs/hs3yy+yQG3HU6GnbXmNO07LFvMbVTITjaSgCBKdspQE3ttjI+WzqyIA60Qyp5rzMzBWUjJfgEU6jMzqa2QFb+yabI4ku/oReKhf2W/Vf52DMpK8DY5JoNf6xK8G4wb2BGCr714hHPAVvExyC++ifOhv8FAHqvzrLKCRPK1UV1UV1PPvKBfVKa0ng9KB2M9MwHQbUzNMazAqU2nXo8LX1qRzNxNH+BRgYSJZ1ZWsUw8EcXOAdH4RcdQDo9K86nxxukgO4aa9v2dpc7KTihblx0Oj02C6C96Eetp3Aj7/cO/SHhpb680Fr3PWS1vNoPPpzklR7Jdk4+zNeRo4n4f7lPHQ2xorUdHuC9+kby/KFaxAvEj39yzlFSYGR4FZimLbdqz7qpiOqrEXPxIsvtR3KgC+9aNtHlVKGl6MYmo3U1QZ7nb5kF7uA6FJsSUzWl9P/XvOKO0VGuvz9XQ71e+U/Ac6Uv0Guz3d4E/TpuZtUM4qwpRUZv27Ty+9nS0wuDT/f/Xz+ptzZmUTNBgtfGyM9rudfa2HhTWC6+OitolmFteQkhripdJxEDFZa6gyPv0x1TQCAd4YWIFKgSQqlm4XijnOB7/0Jr9NokLV5bixusZUPa/C1ANV/nUWkEzjdSiHqTypZHl8DU5GSmg+oL0juFgvBiMzkRtNJFlyyWRxJHMRqBB2HMA6XTo/h6gl/BfFfQS2VaF/Gjf+MJrpPUX/dLHV/Q+wnApaJTOXZ5nL36FWjYmeg6zsk6vLmZuIP4lGpBdZGlvVb+e+Fy6khZQc3HxyKTMYZdQaHM9oMnUvQXZm5VtAlI98keZxwrx8YRkz9PKyph8cRaquvp99slLUbdv1wr1K2V7/QQrFj1kUTSZ7v+MOwI3PoiREuOXKO9PSzZ0AIpvWiPN+s/bvSoqIVaCqYLesMcnlkJmdx/GXiGbllf55ZFrXDt3mkXIdzw37Er/xLXqEiZ3gBlooi7QrkrRF8U+cm+nRl6ak5XrxnsYcw90pXaE9eYHz0R3cl2Jlh3MdyTKSRbgSS20E56FpSInovFt5lutD1pMeRELidwN/dj6YMo1pAU5qDFaQgvEuq4Nd90B53b1nYj84KrXB8/zGCV8Kj02vZkneDa8boSqWyreL4VDGJz+Okz8X1LAyFfUP4WrAVP+NwshWWEbyqCrjjvhFPC3vE+A8nyJZPdUlqnquAyq41+CtRnxEdxJIvJXK/bLEQ4dfVc6o+4HkGLYnis2bhqdixaR5DADeF/xT6chn15Tf/tQ8gad3S7opyJIRhYNEgVvJPaeX8qhE9L517QSP1EpWnESuXFG3HVwz/H8Rw30H6FD7IGUi0e8Qy8BVtJ1xRcW9snZUZ6enu0T7J6vmTdwU0YqeQoaqCYySohaViPFS5F0SKedxBIo7E0x+/eI8pSTroctTW8yTcDfJ2vOX7Gjd+uxTb/av3z0bzRYs3YtxaQ5zeKU1ZlelGYr1MrFIcj6lQEQBLHmA8zFirmhUUa58PxurVpa3pAeKUUwB96C0l+Gqy1WTwvl5TcBciBLWXFtA03/N776Nh0/iAXqnHqA/yzvHYf918pUEDIDrR2A94WVk8upGFZakNRXbulUsrqQZTzCNsWP9k4uJTiIyM1eaMuc0gp2HAJJbuzngUXHqKW+Vjx3bEzIuWTGq5nelI2Rn1mTXcpn0hxNTkJlvRTEEiRTYJVzo7UAm60YfSImJlZ3Ztl033OtPoSLTs0LxDDvmRKwAuZ2uyBpU7Mat2xMfsv1dkTpD2DkmYOFJ+pOxckW84FI8LxP8lZV4bIhtUXPrc9sQVesA+mpdwE0sVzchRJPizjP//UPcjzu8HwPhnRRkJNE1chHXkaSzwyIp6pfL4N620tJBZ/cIEbUdUTnGHMH5lPQOEbLZ8eL9OdDlX6eAwp1QKRYrVuG4y/Sd/Wxf7Xj7+kuIxU9kZn5Rlb1k6d9B5VIzzBNY2xVn0c/MYwPPWkccL36REnJjKVJeM3ApR+JqiOBcsRPdjKfAFXwuZQlq4SvGR0k027bHwL9d97NucFlXfkWqdeWCyNV1RZSjYulTAFkB+n8c+g4FWwsScSdLLgdflHemgmvIIpVojFVAf4H8/oxjYRWQvncD0fpcFHmVbFRBCqgoc5WMzX8EShRQ/uOx05+UzShM7I1mX/3jvSAz07gKwLUa/OPtZykYWTuXdUiCbC3LTII/W4poFrVsigMNvZwCxtDu2Ve7rn0Nt237XbhXJZAizRXsWZ53PJ6jL/rzBMiVAZKSUHxK8RspUT89brht2SZ9159YCjcr3AjqzgjwhhMdCyk+xfDENCjLUJziclt1bG8k/qb9FcWvXB5l8+RWWjI6zamM3Fs0Q5hL0bHiVI2gDBG3uDKkcgvDcUuF25eSZTsegRIFtOMx2aklosKUiMdXrVZceWJMqnfhi79IYp/o7hgFdcXiqMZ1RRUFrhXI1Xb1d223Ul573/++v83juZYyqhmKS+yubYsuV/S22q7fShOIkZpLT9QNVMqnIQriQ1wxBWet6CaWWCvGLve/iohOGbjDqLHr2TzPpdE4za+s2KFhKGGVQHiLpgbPnVfWi5m9Nindi9GtJLanBMAXZNzeIvOk7hPPoiTHXF/esyTfZJ27cNus/MVvlMJUkHgA2bmvb6pg3oKk7jW4pux5t2NLXot2BIp+tRdt/n/N6OOJu0iGASZzRWhOAX8AABc1SURBVHxDr4DxmE/MpAauiRSBrBLhYVwZgcuwEbdFT9SiijJlpzy7JR9SWa6RGBwlsm5297bFVSxR1s8VBYylgKwIWCgRp7GrfIRrkrUmsfACvbcWnzqHWjkh1LbokxC3kF2uIPaFr2813Z/eHBYrowxde4L2snrEKT6JrhOKxSk2o+yZ3DTbZECpch0z0fGq77orsoZa1gqSxauP+xayaQIKNiO+VzHUPsgdX/I++iOQ/1Ed/XolI31HQNmpTvDSvMOTUTGYkxsl0MYnx7zDDaoMxtWkqpXWvwfcip6iZ7241dxAK9/qKKUZZNAGYSU0IZtyI8uKKkrjjwHfdB04GvEAy9qQ1TOEp3tVLAOl7nf3trsdnWh6tcjyAsCy3rryWbEddRMRHsiKOIvLYPipf5VI05UZFFhSissqJ+GsrAjwKFEfLLlDyrBpWx3qZ+BaZpub4Qbv1SLRUxJKvy/+K9c8cCY9x8JYjtr2rGlBJSfrshwuoDpGKO0tl1WNAEW5K7EBce+D75/iWQJbCgcmyIb4m5XBKpFdPwLOpbLrk/3bZ1D9km7A97m5hpBeltTENXsdU71xiPNYfL3vXlrW3D0i1XsKa4y4r09EYT3IjWTT1FoerVSvFOc1T1Q6WkBIiW6UViiegZRQBGMyxuMK3p3bfgTgpG7K4UAXXkVhSNFeh/un+IrwMJIKWAjPn1/W3PHJNq+Hm5ZpnPpbDaaldcfHN3vu1dVd9E1wH9tj8cjlkhKV21qLoP3LUOMKiCjFNYL6LomC4Ip7WeyQt9D5JwWkrNeNYI3UZEBulZr76aEgIKgsKDcY7qya763Oic6XsnWCWZTI7jsC/2o+oHCH8W+ediLCUmKsNBfvzohSzsINCZeiuIUbVHbnW7eVkgJS81JSai0crr2PO76w9yplUExGMSHFTfz0s3b998Dv0MvBtMD6UgvfSPun8RpbiXvuVCeFbOexr9ruPKy9d2nF/DBo4HDHTcdkBm7oYVghckMLq7ubSgD9OxTZnQSeXZG1FawOx60kfR3pN9p13sNtK8f+93SQ6MoypmH4hMMN2fXCvUbiBQ83tmRZdEeA52SJuEdgIMCxSWB6ZkVAO7tjvwZY9pMP9avvFceoCzxfsYOCbm4a/JqZG7l51we89jMDHWY/dzvRvtdNLWtIgeiCbswf2efVGErax4L2T9vV2MW0Sy5ItN2qKLOvVuV66OZwY5eRGr9xFj3L2WZhykfrizz/LydVb+cU9kdQAs1T0G+041VW0zxkfdpl+s1FVT5a16XqtXOVvO7aETggXbDhgPlWc/E25+muBn2TV+eaTjVizUReuwF5f5HsRxmsmyubxJs5UE7M5Sarhht0DqA/V34hViAlk4ybMeDoePMupRjqqfUzy/8Hnet4sC2H8kRvGsow/YX15M49CATwFjyx65rFm0+WBSkq+rGNdKyBNyBO5x4z1UAIixdZPbCmgK3pso46M6wXKxsx+ysSQwmnKNYRLNW+hSP/Eje1WuG4N/t6tnMQ7kQ0UtBYWTz/UAlSBeMk3H6lEEDWVlxO5lTcncKyXf79ygA2JQtmCtZQbzBNJ+G+KhbzmOgpQrGyyeCfxMJ4CsH7T4gzfUHgWdZkfwCSLUBWLwHxXo7P6oEmK031f4s4511w884nliRRfd9Q3DpZOOcfm7idETPcfHPo/vEGRHZKzZ9EzK9PKLPp3/eSz9Edgfx3XHTrFOtRa6i5mstFd3Y9OqcuyjED21OfA97kkR+yzGOQpz+NhXM1F3MOZvg6gp8fE2v4T6N4MwIFIQXiyhCUxLn148w8FNTUtdQRceE+0S7Rc9GkuFqg4Brw5LfyEorNzi1S+iVYDkO6JZnnKFQ8GndBcZnhbE/KUQpsAW7afP5+53M7AsdHYTFZ5aPvbqVaWopASuY8bpgrQujZEdx0T2AtKRD6D5ZMI9C0L3ZMMoegDM+mYWMzXLqhS2iwiPId2SPZfItF98D39DrjJqyKoi1LMWR1FF84KWzsKwRxX/o529snzXBPywRzSgiBrPkem01gF1crHeVxEoT/D7VO8Ky7y7/L9F7bfpxmhneney0Zp8LkO9L8PfnNV4OAvnZkKhXmPFA4jmN5ENx7UnDtZcR2FCQ+inMhxfDGOaWNqHYfGp9uPrmojPmFQLYyVoEAnNWQ5j8LV/aZnP9LPkg1LXkYac6LCN4/RdmE3O7/fpJmhlFrtp5rI9x8141MMy/D41MBRX4d+9SKwPrhnLcS2bkjcMAdOd2QAsltxvJofWisyeRJVZ4HnZ5YUgBY8NyAWA2iZWBZOllijZW15O9iupUbVj3GddOq9UwFYjrqrikrKNzT3J1bJkAVFIJESsTO3RCFpdozKRW/NaIbQLKZJ/rl32WYMygHmdwr2bwPKf6rKENZXn9ys90zM8s8ewJp5V6lzJTeyZ41MhIrQSJw4KQ1uWbEKUnmKZSlxt8C6+NVjan275tsruHmk1uVX9V6qxY6Vtag9kP7M71PsrmfspPbpmeZ3xxqjW1YKON7JpvRpyUZWZBv0iFEv/PVTooNGTO9b6molI/2qBnYmx5gb5ryehJZxvGACiOJ2hdv5ji/jhIScHF4f0je7QENrdSA66E7llI9XDjNLZ6db4ANqOuJlNYqAueizhjPskjzVSfb9jKZzp+wVt8GS1SifCKdkeiWH3AKqMlBMUZte2VZrODG+JUYyzau25uaJ5insRp6khl6Ht6WJ3lfGiXUkotSY2cS8zk4pDDsoetB/EA3q1y3g8Kw0UkxfYRFY8WdW8rISh+KJmdjlU3FBdC+9akTZ+4nHvI5QVtXpDymMGY+20xhn/tTZa0OFzWwFqRQalJjdShuz7dnJqNc47yurL/gPmjfNuQVxxvtd32eynW5WX4gNS5YQF+2qTISWSWaJ5wUNvZzslJtOF6JzLeU4HktUvw1+RsXqgvTnBfilkhRH4nVcSIWxjjc1J0VFQhbUQGwqCkkcl2tbKfmINv2CSyX1bH6niMj1+O1bTtwJ9VwUvWyHjXPH1ipitlt5fjprz3B9hocu8oR5nsTC6sr1ugoMExdX0oxC1BEJbLzR+CAc8H01LubJ3MWV5dt22tjNHeFCkWbHBQE++mGvKKxLJK8sY9jNbgiy8Vmp+x3uomttK+Wp8ObEQty57bjtbwp29QFb2MyUnx2XjvXY2xb8RW5T7W5sd1s0hHc0FY+5AktVw5jw3MD5e64IsVo5XfIrOTa6bdaOSYUs7Kf7WthY9fiysqa+x+uoRVZm1KcVpqGEOH63Ahr4pMiErnZefSqmM0GXCG5O9/yex89NdmU4tRtw0JUMa4YB2ej/OR+LQHw+A5wgAdPKWUGUP920ispnkXjzhfu/ckozAlk2/rRPkjn4xFct3oR5luOuzcYazLoxiWau4E9/EBMqDHuc4ns3BE44BSQPQxW+djP7qt7M2p5QWP9SsKdR+/93/vntuOlGHWzWvGvZ5dLQR2MRbOcrJE4iZJDUIBRuFgKWK/jKf0ugLwhXZK8uJLWu4TeZm5nVkfXeFbKkEW5ngtot7kYV+OQUjveNLJoChorl7I2VsSTxNKsLMN1kXtqO7CuIp5VFytEotjZYRFiTXb9gl5F4XEW3EmVAP51wHKtHWqXpEBxT2hUhWiuzj5L6hG4V2r9HMbroSEXqwH0q1/8UtAWgut1AcXe791UD9Mk1sdWPGB0Hv3zNUHRtMUt7vfeNq/7h9z668AhlcguHAEwESVSzI7AhvTcQMvhqYE3fskMZGESrdySEzh2WGpg2aacwOfLswLtP0kNpGG2SWb8mR1o+kFq4P5ZGd7nvmPSAsOWZHnv9Y/2yIFWH6UG3lmUFchmrilrsgMN3k8NDJybuX2MfVPY2M/Y9jEfpgZ++CvbW2XeupxAMz4vWJ8TWJ2S4837yA/B/VjKvnYdmRZ4a2FwXxZvzAkcPTQ1sD4tN5ADmCda0e9Py9xx/FaOUSaaxi/pHJfUMOP94/yftU/hthNuvlzGbuZ3lMiuH4ED1gLaBZ28z1etRNr4mfaJ5g46rb5Gxknp7GuhYZX1UQMk72j6qXceSXU5MZHD+XxW3Tgv1hVux5UZe4GA9Z0ErgeRpVN8poPjNrrrFDb2DOqlVuLSDZgAuA8jSFCGW4itydVS9lFxrwxCIid8mmY2EdjvTdzpPLKIEu2n3Mp2n6ab97olmmPB8UQjstqUPPCLW1fmfhcNNsgdb9/L4hGy2i/h5pM1Wz5MTNC/bsnnwo9ACRK68GO0T0cI6yOXzJ/RCYe10Y4uwO1RHEnKQKGZprgmayl8PQx35R/N5Qu0R/pxBY3V/OtRMDbL559jCzEauZsuDsiO2UZmMdxy+/3eeM2eP9fE1T3KxJTKq3jfG9st2caORyDMs2XHQSVL9t0RkFXiVz7aG2F5wt3Ii8jo/cKfvtPf92Rp3iV1LolW+RQ2VnGqSMpH68oyC7dv+i7Scn23tyT753kmkB6smdtb2yzZTvgjUOKChT8u+3TpKDJHY+jKoT7nNx6XYOZQ8T2HCvJ5pPJfxH0ZxXczwfocQ5C1X8N4z9p5HBfrd7hxlDlrdRi4FlwlDBXzNanzn1jv5Jo5plnI7RGa+CHcO6XuDyfoemurBLOFxNajLJML1b1WHH/x5isC32OBClTDfeoPWFPzvYcy03z/g1ZWWKah4HwUjNV+NHQyYJEOYPbihSZ31W8m9+8/TUyFSibx5NO9wrvsOTNNzvKlJu6Imia+5fEmZ+mv3ricVStN4qm9TNaEr8ib55q4hk1MQvOWJpCy1WROnuC9xjc+xsQ3bGwyJ31jYg8+xGT/NNd7TezWw+T+87fJnDAW3zDdxB56mEk86bRIu1ayfB8cgRILaB8c9II2uYKs0gfc1M90TjTdwPNMBcW8lvjKGrJLL3RNMnP/DpjVKJdnyIIJ0DgRnM37KIWKZKIGg7qWApEI1a31eoJZ6QAexyofffcDCo0qNW98XVL06zEGHia1fhIZnqfZ7ixQ3xvTc80nZNse65BoOrL+C+Cm0jCkvqbtzPPsR/1KMeYxQH//JQZ0A0ryOR9Xj7YTTgKbN5nctatN0tn9TUyZsiZ7xhQUzxIT2LDeJJ11gQlk0pwPJeWN27jBJJ/T3+TMm23iGzUzSedebAJbNnvTZk2fZOLq1DdJZ55jsmdNNbksz/1zDQpnnUk+9yKTs3KFyd243uT8+otJ7HyySbrgUiNllst2SqT4HIESBVR8zoW3J7+CHm5LkFjBz/bwA51C+llybNVgxfx3KBzFeW6YkOFZRj/zXp87UOumgG0nlEVh0gIMEokicwbB4qWk5EsTfF0MoFGKSsHYe0izTwV82Ya0s/ajFa+yviSNwBBVQtkJ3Kl9fQjF9cC0oDW1DqUXjcQd1cjExFGUWq+ByVmzyuQs+tnkrF5lMoa/G7SOWCaJO7KWiSldxsQ3b2Wyfphh0l97wcQkB6O/spC0fkxCgok76miUVjDfHl+/obdubOWDsHoyTGytuiZr0nhv7sCmjcZkseMlUmyOQIkLVmxORXBHmnCDy8qQLEUp/EjNmcRieBqQcaqL9XEuJQWLUQCbKFadDmBvCYjvJjR3UFFrDQdBrCeMCxTUXLKg+lIUe3+7WPMorttXuFmNcJ9WgT2qXZGsGYWZnVFGU0IIZ1GUJCqqjSSEHlkVgb9UBxw5EItJSmsY9VkVo8wMyS2SyA2LrXSQialUyXOPElq29awYxWdy//4LDRRUprnr15mk3v08ZZP+9iuewolBwQQ2bzQxFSuzzlpcs8benCY+/yWd8ekHJvnCy0xshYom7fUXOBjB4xkcXPJ/Xx+B/GdrX+/Nv2T70+h0ehwKxBKFuT9bN7ViLrdQC6aKdsVaZqBgrMhNehCrY+5fGV5W60HS9X1qx5nbYP77nsJL1bW5Ckjvv6WGq221HM/C0TxVAfjJfTqEGJNcu0thBZBie5J5y7FMgMfGZM8qJOWYm77NML+jmG4hTuSKAuPnEfe5npS8lFItIAIFATrddXOWLTbpH7xlAmmpnrtkYmJNxhefmtzfV5jA1i0msdc5xkgBhSSmdGmTOXKYiSlbDoVTycSUr2gSju9kMr8c6cWPTDxWEFmtbFw1v8RjHWV+PdqzuPSdYkclUnyOQEkafh+ciwlzMkw7+kwlkaWKJJlUu6oOLJIokCz3aPzsDLMON6pf11KQs4dfR8hgGTCyVFzxp8T/88Qm8xKE6+52LRWpm4kbQsmDqCuagzY+DjdxDgryJ+JGlzg9wmbChb2UbNz5tAzaipX2KIrske50Q/1+urcL8c1amJjE/CjiAO6RXKpIEsCliknyr5PJOnnI7HDrKq4kyygmNmS+hRtUsmyfHIESC2gfHPZ51B61osp7IFShhxAEnkmX0+v6ljFzqPaWYqoLgdZgKEz/A4XoFDhuptAY7yBoI64+s4xZxI09hC4bksv4fgwtZtbSE6vTMYnmedbJIlAskvdulCtMgHS91wnJpj1zvj461Sxbk23qQ6R+ySmlzTP0dK+G2zWJ+XvQFaISltdCMmZTaGHTpUXeTe4H4gkDdCwdMVR/9RRk+42hPZ2Ky0iCartsAm+0mLiUarYk3zjNFhXTkfiVj7esAOXjfe9TPsF1ClY+3pjEwsdoXIns/SNQ8kjY+8ccRQA5GV7VOEjVe3dINjfA2zyc3uLNqEn6lNYxaVgMv9CDSgx8o6F+uOvCcp7i+Pr7DDN6errpTGuaO+FIlrLpCqnW6e2STVnwQnO50Z+k5XNpgsTqKvHggHLmfdrNzKcf/UbAiPdcVM78RdxoOYpo6Wpqy6CleOb/ypt34Vo+HsrSOig+V/mEOzTCADUk/f84LuIFbFvWUF8oPpSKtyIqizPhuLZyJpw+ytJJ4hs19f7sdyWv/+4jUKKA9uH5r0bAWZZNJVDKmSiMY1BAv2CFjEXR9GiTbH6lT/oqqrwHDk8xP2I1JWCvXtu7jPltbba5+pktnjXk7n4tslVylSoQw6kPG6AU0TaqxrWurJunhqV4rtNmqtolTcmwKQ5lW+G4c0V6T/WPeQx36iIsrMMJWIt9cBSdJeYTf0oNWTyR1i1ZXnIE/EegRAH5j8he/AzGeYettcVyePVz+nzhFjVBQciykct0BCBCKYsPaOYna+Uxup1+QywpCdTxn9BEiPR9x9mCGbCOx9CemXjTlWeU8VylSjZL5ltBSnCTr1+Zfwc34F6JHuMz+HC+grBeVtCl0Jxc1QbCMfbFirplKD5kpR3B8xIpOQL+IxB3H+JfWPJ5zx+BelgosjwahuhMFZD+//buWKURIAziuMUVFmJpIShRzs7CTp/Bx7kXu1c4uJe60u9TgiJcnYH5LQQhgTjzH5jsbsLu/fWPs7s5UP5q9oUe5yK83TR+mTuxfv/99z5Tep0rYXZm82cuNtxZza9Zuh1mD2b3jh5mb+dyLs3bPZ5topsprIs5xmL3nfc9DjM72uXdltfTz489kaOGdbs6zqdAdom2S7H/jT3E7XmOId3Hniy4Y3XuIV5fx/5s4Hpmd8dx++314/P+dhPwLVh3/twjcFICnx9RJ5XhnyOAQCMBBdSYOs8IhBBQQCFBkIFAIwEF1Jg6zwiEEFBAIUGQgUAjAQXUmDrPCIQQUEAhQZCBQCMBBdSYOs8IhBBQQCFBkIFAIwEF1Jg6zwiEEFBAIUGQgUAjAQXUmDrPCIQQUEAhQZCBQCMBBdSYOs8IhBBQQCFBkIFAIwEF1Jg6zwiEEFBAIUGQgUAjAQXUmDrPCIQQUEAhQZCBQCMBBdSYOs8IhBBQQCFBkIFAIwEF1Jg6zwiEEFBAIUGQgUAjAQXUmDrPCIQQUEAhQZCBQCMBBdSYOs8Ih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diff --git a/datarobot/inst/doc/Calendars.html b/datarobot/inst/doc/Calendars.html
index cad3e864..f131a351 100644
--- a/datarobot/inst/doc/Calendars.html
+++ b/datarobot/inst/doc/Calendars.html
@@ -12,7 +12,7 @@
-
+
Introduction to Calendars
@@ -341,7 +341,7 @@
Introduction to Calendars
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/ComparingSubsets.html b/datarobot/inst/doc/ComparingSubsets.html
index a60f992d..7d6dd1cc 100644
--- a/datarobot/inst/doc/ComparingSubsets.html
+++ b/datarobot/inst/doc/ComparingSubsets.html
@@ -12,7 +12,7 @@
-
+
Using Many Models to Compare Datasets
@@ -363,7 +363,7 @@
Using Many Models to Compare Datasets
Ron Pearson
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/ComplianceDocumentation.html b/datarobot/inst/doc/ComplianceDocumentation.html
index a1767981..0deb0bf2 100644
--- a/datarobot/inst/doc/ComplianceDocumentation.html
+++ b/datarobot/inst/doc/ComplianceDocumentation.html
@@ -12,7 +12,7 @@
-
+
Compliance Documentation
@@ -341,7 +341,7 @@
Compliance Documentation
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/DatetimePartitionedProjects.html b/datarobot/inst/doc/DatetimePartitionedProjects.html
index 939afed3..0325609d 100644
--- a/datarobot/inst/doc/DatetimePartitionedProjects.html
+++ b/datarobot/inst/doc/DatetimePartitionedProjects.html
@@ -12,7 +12,7 @@
-
+
Datetime Partitioning
@@ -342,7 +342,7 @@
Datetime Partitioning
Sergey Yurgenson, Madeleine Mott, Zach Mayer, Igor
Veksler, Thakur Raj Anand
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/Deployment.html b/datarobot/inst/doc/Deployment.html
index c0eab627..948848b6 100644
--- a/datarobot/inst/doc/Deployment.html
+++ b/datarobot/inst/doc/Deployment.html
@@ -12,7 +12,7 @@
-
+
Introduction to Model Deployment
@@ -341,7 +341,7 @@
Introduction to Model Deployment
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/IntroductionToDataRobot.html b/datarobot/inst/doc/IntroductionToDataRobot.html
index 66143ab7..9b7b5e32 100644
--- a/datarobot/inst/doc/IntroductionToDataRobot.html
+++ b/datarobot/inst/doc/IntroductionToDataRobot.html
@@ -12,7 +12,7 @@
-
+
Introduction to the DataRobot R Package
@@ -342,7 +342,7 @@
Introduction to the DataRobot R
Package
Ron Pearson, Peter Hurford, Matt Harris
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/Multiclass.html b/datarobot/inst/doc/Multiclass.html
index 134e5c47..cb04fdc6 100644
--- a/datarobot/inst/doc/Multiclass.html
+++ b/datarobot/inst/doc/Multiclass.html
@@ -12,7 +12,7 @@
-
+
Introduction to Multiclass
@@ -341,7 +341,7 @@
Introduction to Multiclass
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/PartialDependence.html b/datarobot/inst/doc/PartialDependence.html
index e0317814..9459501c 100644
--- a/datarobot/inst/doc/PartialDependence.html
+++ b/datarobot/inst/doc/PartialDependence.html
@@ -12,7 +12,7 @@
-
+
Interpreting Predictive Models Using Partial Dependence Plots
@@ -364,7 +364,7 @@
Interpreting Predictive Models Using
Partial Dependence Plots
Ron Pearson
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/PredictionExplanations.Rmd b/datarobot/inst/doc/PredictionExplanations.Rmd
index 7fe1107c..373cc6c0 100644
--- a/datarobot/inst/doc/PredictionExplanations.Rmd
+++ b/datarobot/inst/doc/PredictionExplanations.Rmd
@@ -50,7 +50,7 @@ ConnectToDataRobot(endpoint = endpoint, token = apiToken)
```
## Data
-We would be using a sample dataset related to credit scoring open sourced by LendingClub (https://www.lendingclub.com/). Below is the information related to the variables.
+We would be using a sample dataset related to credit scoring open sourced by LendingClub. Below is the information related to the variables.
```{r echo = FALSE, results = "asis", message = FALSE, warning = FALSE}
Lending <- fread("https://s3.amazonaws.com/datarobot_public_datasets/10K_Lending_Club_Loans.csv")
diff --git a/datarobot/inst/doc/PredictionExplanations.html b/datarobot/inst/doc/PredictionExplanations.html
index 3541e121..89e30af0 100644
--- a/datarobot/inst/doc/PredictionExplanations.html
+++ b/datarobot/inst/doc/PredictionExplanations.html
@@ -12,7 +12,7 @@
-
+
Introduction to Prediction Explanations
@@ -343,7 +343,7 @@ Introduction to Prediction
Explanations
Peter Hurford, Colin Priest, Sergey Yurgenson, Thakur
Raj Anand
-2023-07-12
+2023-07-24
@@ -416,8 +416,8 @@ Connecting to DataRobot
Data
We would be using a sample dataset related to credit scoring open
-sourced by LendingClub (https://www.lendingclub.com/). Below is the information
-related to the variables.
+sourced by LendingClub. Below is the information related to the
+variables.
diff --git a/datarobot/inst/doc/RatingTables.html b/datarobot/inst/doc/RatingTables.html
index 5d8ad4c0..3507463a 100644
--- a/datarobot/inst/doc/RatingTables.html
+++ b/datarobot/inst/doc/RatingTables.html
@@ -12,7 +12,7 @@
-
+
Introduction to Rating Tables
@@ -341,7 +341,7 @@
Introduction to Rating Tables
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/TimeSeries.html b/datarobot/inst/doc/TimeSeries.html
index 30850c89..b8b0d321 100644
--- a/datarobot/inst/doc/TimeSeries.html
+++ b/datarobot/inst/doc/TimeSeries.html
@@ -12,7 +12,7 @@
-
+
Introduction to Time Series
@@ -341,7 +341,7 @@
Introduction to Time Series
Peter Hurford, Madeleine Mott
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/TrainingPredictions.html b/datarobot/inst/doc/TrainingPredictions.html
index f98402da..c9c410f4 100644
--- a/datarobot/inst/doc/TrainingPredictions.html
+++ b/datarobot/inst/doc/TrainingPredictions.html
@@ -12,7 +12,7 @@
-
+
Introduction to Training Predictions
@@ -341,7 +341,7 @@
Introduction to Training Predictions
Peter Hurford
-2023-07-12
+2023-07-24
diff --git a/datarobot/inst/doc/VariableImportance.html b/datarobot/inst/doc/VariableImportance.html
index 6bbb80e7..0ccb6bc5 100644
--- a/datarobot/inst/doc/VariableImportance.html
+++ b/datarobot/inst/doc/VariableImportance.html
@@ -12,7 +12,7 @@
-
+
Assessing Variable Importance for Predictive Models of Arbitrary Type
@@ -364,7 +364,7 @@
Assessing Variable Importance for
Predictive Models of Arbitrary Type
Ron Pearson
-2023-07-12
+2023-07-24
diff --git a/datarobot/vignettes/AdvancedVignette.Rmd b/datarobot/vignettes/AdvancedVignette.Rmd
index b2feeba5..63fb10bc 100644
--- a/datarobot/vignettes/AdvancedVignette.Rmd
+++ b/datarobot/vignettes/AdvancedVignette.Rmd
@@ -40,7 +40,7 @@ ConnectToDataRobot(endpoint = "http:///api/v2", token = "