From a5f8a104d32cdef2affb6524e64853a9e29d6da4 Mon Sep 17 00:00:00 2001 From: Danilo Burbano Date: Tue, 3 Jun 2025 17:45:19 -0500 Subject: [PATCH 1/5] [SPARKNLP-1161] Adding extractCoordinates and normalizeLigatures to PDF reader --- python/sparknlp/reader/pdf_to_text.py | 35 ++++- .../com/johnsnowlabs/reader/PdfToText.scala | 109 +++++++++++++--- .../johnsnowlabs/reader/SparkNLPReader.scala | 51 ++++---- .../reader/util/HasPdfProperties.scala | 16 ++- .../reader/util/pdf/CustomStripper.java | 92 +++++++++++++ .../reader/util/pdf/CustomTextLine.java | 25 ++++ .../reader/util/pdf/PositionsOutput.scala | 45 +++++++ .../reader/util/pdf/UnicodeUtils.scala | 121 ++++++++++++++++++ .../resources/reader/pdf/ligatures_text.pdf | Bin 0 -> 19436 bytes .../johnsnowlabs/reader/PdfToTextTest.scala | 43 +++++++ 10 files changed, 489 insertions(+), 48 deletions(-) create mode 100644 src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomStripper.java create mode 100644 src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomTextLine.java create mode 100644 src/main/scala/com/johnsnowlabs/reader/util/pdf/PositionsOutput.scala create mode 100644 src/main/scala/com/johnsnowlabs/reader/util/pdf/UnicodeUtils.scala create mode 100644 src/test/resources/reader/pdf/ligatures_text.pdf diff --git a/python/sparknlp/reader/pdf_to_text.py b/python/sparknlp/reader/pdf_to_text.py index af5c80d5f9426d..75820e3ef5e9d8 100644 --- a/python/sparknlp/reader/pdf_to_text.py +++ b/python/sparknlp/reader/pdf_to_text.py @@ -1,3 +1,16 @@ +# Copyright 2017-2025 John Snow Labs +# +# Licensed under the Apache License, Version 2.0 (the "License"); +# you may not use this file except in compliance with the License. +# You may obtain a copy of the License at +# +# http://www.apache.org/licenses/LICENSE-2.0 +# +# Unless required by applicable law or agreed to in writing, software +# distributed under the License is distributed on an "AS IS" BASIS, +# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. +# See the License for the specific language governing permissions and +# limitations under the License. from pyspark import keyword_only from pyspark.ml.param import Param, Params, TypeConverters from pyspark.ml.param.shared import HasInputCol, HasOutputCol @@ -89,6 +102,14 @@ class PdfToText(JavaTransformer, HasInputCol, HasOutputCol, "Force to extract only number of pages", typeConverter=TypeConverters.toBoolean) + extractCoordinates = Param(Params._dummy(), "extractCoordinates", + "Force extract coordinates of text.", + typeConverter=TypeConverters.toBoolean) + + normalizeLigatures = Param(Params._dummy(), "normalizeLigatures", + "Whether to convert ligature chars such as 'fl' into its corresponding chars (e.g., {'f', 'l'}).", + typeConverter=TypeConverters.toBoolean) + @keyword_only def __init__(self): """ @@ -154,4 +175,16 @@ def setSort(self, value): """ Sets the value of :py:attr:`sort`. """ - return self._set(sort=value) \ No newline at end of file + return self._set(sort=value) + + def setExtractCoordinates(self, value): + """ + Sets the value of :py:attr:`extractCoordinates`. + """ + return self._set(extractCoordinates=value) + + def setNormalizeLigatures(self, value): + """ + Sets the value of :py:attr:`normalizeLigatures`. + """ + return self._set(normalizeLigatures=value) \ No newline at end of file diff --git a/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala b/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala index a80e6aad03214f..28d62286eaa4c4 100644 --- a/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala +++ b/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala @@ -18,6 +18,7 @@ package com.johnsnowlabs.reader import com.johnsnowlabs.nlp.IAnnotation import com.johnsnowlabs.reader.util.HasPdfProperties import com.johnsnowlabs.reader.util.pdf._ +import com.johnsnowlabs.reader.util.pdf.schema.{MappingMatrix, PageMatrix} import org.apache.pdfbox.pdmodel.PDDocument import org.apache.pdfbox.text.PDFTextStripper import org.apache.spark.internal.Logging @@ -104,6 +105,7 @@ class PdfToText(override val uid: String) protected def outputDataType: StructType = new StructType() .add($(outputCol), StringType) + .add("positions", PageMatrix.dataType) .add("height_dimension", IntegerType) .add("width_dimension", IntegerType) .add($(inputCol), BinaryType) @@ -133,8 +135,8 @@ class PdfToText(override val uid: String) }, ArrayType(outputDataType)) - private def doProcess( - content: Array[Byte]): Seq[(String, Int, Int, Array[Byte], String, Int)] = { + private def doProcess(content: Array[Byte]) + : Seq[(String, Seq[PageMatrix], Int, Int, Array[Byte], String, Int)] = { val pagesTry = Try( pdfToText( content, @@ -142,7 +144,9 @@ class PdfToText(override val uid: String) $(splitPage), $(storeSplittedPdf), $(sort), - $(textStripper))) + $(textStripper), + $(extractCoordinates), + $(normalizeLigatures))) pagesTry match { case Failure(_) => @@ -180,14 +184,19 @@ class PdfToText(override val uid: String) throw new RuntimeException(s"Column not found ${getOrDefault(inputCol)}")) pdfs flatMap { case BinaryFile(bytes, path) => - doProcess(bytes).zipWithIndex.map { case ((text, _, _, content, exception, _), pageNum) => - val metadata = - Map("exception" -> exception, "sourcePath" -> path, "pageNum" -> pageNum.toString) + doProcess(bytes).zipWithIndex.map { + case ((text, pageMatrix, _, _, content, exception, _), pageNum) => + val metadata = + Map("exception" -> exception, "sourcePath" -> path, "pageNum" -> pageNum.toString) - val result = lightRecord ++ Map( - getOutputCol -> Seq(OcrText(text, metadata, content)), - getOrDefault(pageNumCol) -> Seq(PageNum(pageNum))) - result + val result = lightRecord ++ Map( + getOutputCol -> Seq(OcrText(text, metadata, content)), + getOrDefault(pageNumCol) -> Seq(PageNum(pageNum))) + + if ($(extractCoordinates)) + result ++ Map("positions" -> pageMatrix.map(pm => PositionsOutput(pm.mapping))) + else + result } } } @@ -224,11 +233,14 @@ trait PdfToTextTrait extends Logging with PdfUtils { splitPage: Boolean, storeSplittedPdf: Boolean, sort: Boolean, - textStripper: String): Seq[(String, Int, Int, Array[Byte], String, Int)] = { + textStripper: String, + extractCoordinates: Boolean, + normalizeLigatures: Boolean = false) + : Seq[(String, Seq[PageMatrix], Int, Int, Array[Byte], String, Int)] = { val validPdf = checkAndFixPdf(content) val pdfDoc = PDDocument.load(validPdf) val numPages = pdfDoc.getNumberOfPages - log.info(s"Number of pages ${numPages}") + log.info(s"Number of pages $numPages") require(numPages >= 1, "pdf input stream cannot be empty") val result = if (!onlyPageNum) { pdfboxMethod( @@ -239,9 +251,11 @@ trait PdfToTextTrait extends Logging with PdfUtils { splitPage, storeSplittedPdf, sort, - textStripper) + textStripper, + extractCoordinates, + normalizeLigatures = normalizeLigatures) } else { - Range(1, numPages + 1).map(pageNum => ("", 1, 1, null, null, pageNum)) + Range(1, numPages + 1).map(pageNum => ("", null, 1, 1, null, null, pageNum)) } pdfDoc.close() log.info("Close pdf") @@ -256,9 +270,13 @@ trait PdfToTextTrait extends Logging with PdfUtils { splitPage: Boolean, storeSplittedPdf: Boolean, sort: Boolean, - textStripper: String): Seq[(String, Int, Int, Array[Byte], String, Int)] = { + textStripper: String, + extractCoordinates: Boolean, + normalizeCoordinates: Boolean = true, + normalizeLigatures: Boolean = false) + : Seq[(String, Seq[PageMatrix], Int, Int, Array[Byte], String, Int)] = { lazy val out: ByteArrayOutputStream = new ByteArrayOutputStream() - if (splitPage) + if (splitPage) { Range(startPage, endPage + 1).flatMap(pagenum => extractText(pdfDoc, pagenum, pagenum, sort, textStripper) .map { text => @@ -271,23 +289,78 @@ trait PdfToTextTrait extends Logging with PdfUtils { outputDocument.close() out.toByteArray } else null + val coordinates = + if (extractCoordinates) + getCoordinates(pdfDoc, pagenum, pagenum, normalizeCoordinates, normalizeLigatures) + else null ( text, + coordinates, page.getMediaBox.getHeight.toInt, page.getMediaBox.getWidth.toInt, splittedPdf, null, pagenum) }) - else { + } else { val text = extractText(pdfDoc, startPage, endPage, sort, textStripper).mkString( System.lineSeparator()) val heightDimension = pdfDoc.getPage(startPage).getMediaBox.getHeight.toInt val widthDimension = pdfDoc.getPage(startPage).getMediaBox.getWidth.toInt + val coordinates = + if (extractCoordinates) + getCoordinates(pdfDoc, startPage, endPage, normalizeCoordinates, normalizeLigatures) + else null Seq( - (text, heightDimension, widthDimension, if (storeSplittedPdf) content else null, null, 0)) + ( + text, + coordinates, + heightDimension, + widthDimension, + if (storeSplittedPdf) content else null, + null, + 0)) } } + + private def getCoordinates( + doc: => PDDocument, + startPage: Int, + endPage: Int, + normalizeOutput: Boolean = true, + normalizeLigatures: Boolean = true): Seq[PageMatrix] = { + import scala.collection.JavaConverters._ + val unicodeUtils = new UnicodeUtils + Range(startPage, endPage + 1).map(pagenum => { + val (_, pHeight) = getPageDims(pagenum, doc) + val stripper = new CustomStripper + stripper.setStartPage(pagenum + 1) + stripper.setEndPage(pagenum + 1) + stripper.getText(doc) + val line = stripper.lines.asScala.flatMap(_.textPositions.asScala) + + val mappings = line.toArray.map(p => { + MappingMatrix( + p.toString, + p.getTextMatrix.getTranslateX, + if (normalizeOutput) pHeight - p.getTextMatrix.getTranslateY - p.getHeightDir + else p.getTextMatrix.getTranslateY, + p.getWidth, + p.getHeightDir, + 0, + "pdf") + }) + + val coordinates = + if (normalizeLigatures) unicodeUtils.normalizeLigatures(mappings) else mappings + PageMatrix(coordinates) + }) + } + + private def getPageDims(numPage: Int, document: PDDocument) = { + val page = document.getPage(numPage).getMediaBox + (page.getWidth, page.getHeight) + } } object PdfToText extends DefaultParamsReadable[PdfToText] { diff --git a/src/main/scala/com/johnsnowlabs/reader/SparkNLPReader.scala b/src/main/scala/com/johnsnowlabs/reader/SparkNLPReader.scala index a3af24454af074..938570f4d4c390 100644 --- a/src/main/scala/com/johnsnowlabs/reader/SparkNLPReader.scala +++ b/src/main/scala/com/johnsnowlabs/reader/SparkNLPReader.scala @@ -310,6 +310,8 @@ class SparkNLPReader( .setOnlyPageNum(getOnlyPageNum) .setTextStripper(getTextStripper) .setSort(getSort) + .setExtractCoordinates(getExtractCoordinates) + .setNormalizeLigatures(getNormalizeLigatures) val binaryPdfDF = spark.read.format("binaryFile").load(pdfPath) val pipelineModel = new Pipeline() .setStages(Array(pdfToText)) @@ -326,43 +328,36 @@ class SparkNLPReader( } private def getSplitPage: Boolean = { - val splitPage = - try { - params.asScala.getOrElse("splitPage", "true").toBoolean - } catch { - case _: IllegalArgumentException => true - } - splitPage + getDefaultBoolean(params.asScala.toMap, Seq("splitPage", "split_page"), default = true) } private def getOnlyPageNum: Boolean = { - val splitPage = - try { - params.asScala.getOrElse("onlyPageNum", "false").toBoolean - } catch { - case _: IllegalArgumentException => false - } - splitPage + getDefaultBoolean(params.asScala.toMap, Seq("onlyPageNum", "only_page_num"), default = false) } private def getTextStripper: String = { - val textStripper = - try { - params.asScala.getOrElse("textStripper", TextStripperType.PDF_TEXT_STRIPPER) - } catch { - case _: IllegalArgumentException => TextStripperType.PDF_TEXT_STRIPPER - } - textStripper + getDefaultString( + params.asScala.toMap, + Seq("textStripper", "text_stripper"), + default = TextStripperType.PDF_TEXT_STRIPPER) } private def getSort: Boolean = { - val sort = - try { - params.asScala.getOrElse("sort", "false").toBoolean - } catch { - case _: IllegalArgumentException => false - } - sort + getDefaultBoolean(params.asScala.toMap, Seq("sort"), default = false) + } + + private def getExtractCoordinates: Boolean = { + getDefaultBoolean( + params.asScala.toMap, + Seq("extractCoordinates", "extract_coordinates"), + default = false) + } + + private def getNormalizeLigatures: Boolean = { + getDefaultBoolean( + params.asScala.toMap, + Seq("normalizeLigatures", "normalize_ligatures"), + default = true) } /** Instantiates class to read Excel files. diff --git a/src/main/scala/com/johnsnowlabs/reader/util/HasPdfProperties.scala b/src/main/scala/com/johnsnowlabs/reader/util/HasPdfProperties.scala index 19aa108e9debb0..62fca91dab84f9 100644 --- a/src/main/scala/com/johnsnowlabs/reader/util/HasPdfProperties.scala +++ b/src/main/scala/com/johnsnowlabs/reader/util/HasPdfProperties.scala @@ -37,6 +37,12 @@ trait HasPdfProperties extends ParamsAndFeaturesWritable { "textStripper", "Text stripper type used for output layout and formatting") final val sort = new BooleanParam(this, "sort", "Enable/disable sorting content on the page.") + final val extractCoordinates = + new BooleanParam(this, "extractCoordinates", "Force extract coordinates of text.") + final val normalizeLigatures = new BooleanParam( + this, + "normalizeLigatures", + "Whether to convert ligature chars such as 'fl' into its corresponding chars (e.g., {'f', 'l'}).") /** @group setParam */ def setPageNumCol(value: String): this.type = set(pageNumCol, value) @@ -62,6 +68,12 @@ trait HasPdfProperties extends ParamsAndFeaturesWritable { /** @group setParam */ def setSort(value: Boolean): this.type = set(sort, value) + /** @group setParam */ + def setExtractCoordinates(value: Boolean): this.type = set(extractCoordinates, value) + + /** @group setParam */ + def setNormalizeLigatures(value: Boolean): this.type = set(normalizeLigatures, value) + setDefault( pageNumCol -> "pagenum", originCol -> "path", @@ -70,6 +82,8 @@ trait HasPdfProperties extends ParamsAndFeaturesWritable { onlyPageNum -> false, splitPage -> true, sort -> false, - textStripper -> TextStripperType.PDF_TEXT_STRIPPER) + textStripper -> TextStripperType.PDF_TEXT_STRIPPER, + extractCoordinates -> false, + normalizeLigatures -> true) } diff --git a/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomStripper.java b/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomStripper.java new file mode 100644 index 00000000000000..ec6673adcb6e72 --- /dev/null +++ b/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomStripper.java @@ -0,0 +1,92 @@ +/* + * Copyright 2017-2025 John Snow Labs + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.johnsnowlabs.reader.util.pdf; + +import org.apache.pdfbox.pdmodel.PDDocument; +import org.apache.pdfbox.pdmodel.PDPage; +import org.apache.pdfbox.text.PDFTextStripper; +import org.apache.pdfbox.text.TextPosition; + +import java.io.IOException; +import java.util.ArrayList; +import java.util.List; + +public class CustomStripper extends PDFTextStripper { + + public CustomStripper() throws IOException { + + } + + @Override + protected void startPage(PDPage page) throws IOException + { + startOfLine = true; + super.startPage(page); + } + + @Override + protected void writeLineSeparator() throws IOException + { + startOfLine = true; + super.writeLineSeparator(); + } + + @Override + public String getText(PDDocument doc) throws IOException + { + lines = new ArrayList<>(); + return super.getText(doc); + } + + @Override + protected void writeWordSeparator() throws IOException + { + CustomTextLine tmpline; + + tmpline = lines.get(lines.size() - 1); + tmpline.text += getWordSeparator(); + + super.writeWordSeparator(); + } + + + @Override + protected void writeString(String text, List textPositions) throws IOException + { + CustomTextLine tmpline = null; + + if (startOfLine) { + tmpline = new CustomTextLine(); + tmpline.text = text; + tmpline.textPositions = textPositions; + lines.add(tmpline); + } else { + tmpline = lines.get(lines.size() - 1); + tmpline.text += text; + tmpline.textPositions.addAll(textPositions); + } + + if (startOfLine) + { + startOfLine = false; + } + super.writeString(text, textPositions); + } + + boolean startOfLine = true; + public ArrayList lines = null; + +} diff --git a/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomTextLine.java b/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomTextLine.java new file mode 100644 index 00000000000000..2e45f0348a3541 --- /dev/null +++ b/src/main/scala/com/johnsnowlabs/reader/util/pdf/CustomTextLine.java @@ -0,0 +1,25 @@ +/* + * Copyright 2017-2025 John Snow Labs + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.johnsnowlabs.reader.util.pdf; + +import org.apache.pdfbox.text.TextPosition; + +import java.util.List; + +public class CustomTextLine { + public List textPositions = null; + public String text = ""; +} diff --git a/src/main/scala/com/johnsnowlabs/reader/util/pdf/PositionsOutput.scala b/src/main/scala/com/johnsnowlabs/reader/util/pdf/PositionsOutput.scala new file mode 100644 index 00000000000000..1ff6a838ef08a0 --- /dev/null +++ b/src/main/scala/com/johnsnowlabs/reader/util/pdf/PositionsOutput.scala @@ -0,0 +1,45 @@ +/* + * Copyright 2017-2025 John Snow Labs + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.johnsnowlabs.reader.util.pdf + +import com.johnsnowlabs.nlp.IAnnotation +import com.johnsnowlabs.reader.util.pdf.schema.MappingMatrix + +import java.util + +case class PositionsOutput(mappings: Array[MappingMatrix]) extends IAnnotation { + override def annotatorType: String = "page_matrix" + + def toPython = { + val javaMappings = new java.util.ArrayList[util.HashMap[String, Any]]() + mappings.foreach { case MappingMatrix(c, x, y, width, height, fontSize, source) => + val javaMapping = new util.HashMap[String, Any]() + javaMapping.put("c", c) + javaMapping.put("x", x) + javaMapping.put("y", y) + + javaMapping.put("width", width) + javaMapping.put("height", height) + + javaMapping.put("fontSize", fontSize) + javaMapping.put("source", source) + + javaMappings.add(javaMapping) + + } + javaMappings + } +} diff --git a/src/main/scala/com/johnsnowlabs/reader/util/pdf/UnicodeUtils.scala b/src/main/scala/com/johnsnowlabs/reader/util/pdf/UnicodeUtils.scala new file mode 100644 index 00000000000000..06458f94dfcda0 --- /dev/null +++ b/src/main/scala/com/johnsnowlabs/reader/util/pdf/UnicodeUtils.scala @@ -0,0 +1,121 @@ +/* + * Copyright 2017-2025 John Snow Labs + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ +package com.johnsnowlabs.reader.util.pdf + +import com.johnsnowlabs.reader.util.pdf.schema.MappingMatrix + +class UnicodeUtils { + // supported ligatures and their mappings(replacements) here + val ligatures = Map( + 'ff' -> Array("f", "f"), + 'fi' -> Array("f", "i"), + 'fl' -> Array("f", "l"), + 'ffi' -> Array("f", "f", "i"), + 'ffl' -> Array("f", "f", "l"), + 'st' -> Array("s", "t"), + 'œ' -> Array("o", "e")) + + /* + Replace the following ligatures: + {"fi", "fl", "ff", "ffi", "ffl", "st", "ft", "oe", "OE"}, + with their corresponding characters. + */ + + def splitOnLigature(mapping: MappingMatrix): Array[MappingMatrix] = { + // split on the first ligature + val firstLigatureIdx = mapping.c.indexWhere(char => ligatures.contains(char)) + + firstLigatureIdx match { + case -1 => Array(mapping) + + // handling the case for ligatures of 2 and 3 chars differently. + case _ if ligatures(mapping.c(firstLigatureIdx)).length == 2 => + val firstChunk = mapping.c.substring(0, firstLigatureIdx) + val secondChunk = mapping.c.substring(firstLigatureIdx + 1, mapping.c.length) + val approxWidthFirstChunk = (mapping.width / mapping.c.length) * firstChunk.length + val Array(firstChar, secondChar) = ligatures(mapping.c(firstLigatureIdx)) + + val firstMapping = MappingMatrix( + firstChunk + firstChar, + mapping.x, + mapping.y, + approxWidthFirstChunk, + mapping.height, + mapping.fontSize, + mapping.source) + + val secondMapping = MappingMatrix( + secondChar + secondChunk, + mapping.x + approxWidthFirstChunk, + mapping.y, + mapping.width - approxWidthFirstChunk, + mapping.height, + mapping.fontSize, + mapping.source) + + // in case chunks have in turn more ligatures on each chunk + Array(firstMapping, secondMapping).flatMap(splitOnLigature) + + case _ if ligatures(mapping.c(firstLigatureIdx)).length == 3 => + // this are not 'Char's + val Array(firstChar, secondChar, thirdChar) = ligatures(mapping.c(firstLigatureIdx)) + + val firstChunk = mapping.c.substring(0, firstLigatureIdx) + val thirdChunk = mapping.c.substring(firstLigatureIdx + 1, mapping.c.length) + val approxWidthFirstChunk = (mapping.width / mapping.c.length) * firstChunk.length + + // single char, length 1 + val approxWidthSecondChunk = (mapping.width / mapping.c.length) + + val firstMapping = MappingMatrix( + firstChunk + firstChar, + mapping.x, + mapping.y, + approxWidthFirstChunk, + mapping.height, + mapping.fontSize, + mapping.source) + + val secondMapping = MappingMatrix( + secondChar, + mapping.x + approxWidthFirstChunk + approxWidthSecondChunk / 3, + mapping.y, + approxWidthSecondChunk / 3, + mapping.height, + mapping.fontSize, + mapping.source) + + val thirdMapping = MappingMatrix( + thirdChar + thirdChunk, + mapping.x + approxWidthFirstChunk + + approxWidthSecondChunk, + mapping.y, + mapping.width - approxWidthFirstChunk - approxWidthSecondChunk, + mapping.height, + mapping.fontSize, + mapping.source) + + // in case chunks have in turn more ligatures on each chunk + Array(firstMapping, secondMapping, thirdMapping).flatMap(splitOnLigature) + + } + } + + def normalizeLigatures(input: Array[MappingMatrix]) = + input.flatMap { mapping => + splitOnLigature(mapping) + } +} diff --git a/src/test/resources/reader/pdf/ligatures_text.pdf b/src/test/resources/reader/pdf/ligatures_text.pdf new file mode 100644 index 0000000000000000000000000000000000000000..ff35e3872bcd6f1dee17f23071f49e6d05588e47 GIT binary patch literal 19436 zcma%h1CV9G66LgQ+nTm*+qP}nHl~ef+qP|YPusS=Js@~!&rWtA>GA3CZ4E3SxwvSR%$=-^@yWmEUCo`$q|8nAotzzv9VsAb z9q|>6ZH$Z^j2$R=cp$%re=!;V zgKemfPY+2eAdOEeW9wk8Z}lG~=Km;(m|Ho0FG4F~rSD`cWNc__WDH3wWo%>WWQNbo z%EH5g@95-UtZxnJmRYGPAA?B`{gI=%4`_M5B7+S06qO z(S|QZ9u>k*7lCoa?(@iqJW~yJ3zvxA^>OOs8t1I`@pKW1{Calgh;F;N)i%f&+RUqM zJ1q<-zkmIi?|IRc={{2H+YX1FyguyacwhUBojg7`emK9BqFVmoGGF<$VQ{1aGj|R7 zwj2{9M}Sb2xpCF?^u`BKky;b{@l+$U-vRlSgM(lj#=l*Ww%#9V%%}z| zHb962lMdQH|4E}%0WX{|Lc+060Sm&Phu5ghk%`g9fGk8=&%X?4CQt~ft??q4UZ+f> zR}sFawIU5L3Rw*4VrhVIjv6X~l1g@!SkOZJ)Ih5>(l_v1zrP{m*&M@QvxjE0Q zBM+UuOr!sfZ@)}5f;%GQowaoE>90(L37_eovcFPkV{@*%LfTUG) za&R_ulGAtihma1ER!QH$5uaA^yGZ{b!)N)|I{ymn@7I6V_x}vc@h`6Pw;SIzDQRxx zh_CrKeg*CSR3-cWZuZZ0g{_ROzkT>l&-Z%xY=4cu2d4P{F#pEFr~3~C{og?Tm!&Abl zhyLGu`M>J@`~0K-uLJPktopleN)E=~+>&v&{!Tm{{y(t(8~m>m{}+eatqJIFa0n|xmhHvg)h zeQHUSL>W>S))deMx<#I#72PrR6%^iK*W9`kAuKS z5Ryg+Mkw;~g4%rRC6(J*}Lzu53(P)uimm9X#v207~zM}*-1%XnCaKiq58GaHTg^oKq%61?|nx9 z5FiS9icVv&E_mg90sVp4f87J27$K?R+1-JBM>}YDcb{(mfMl!w?CQ79{9`F+TAj=C zWO*9>mfoATXp7EtajeI?tCDx=YWqJ^*bww$h; z#denD=!`Rc_(zluj2ws8=lWpz+TPm~Ao=_ctGlD-iFD7IPp)K9ScA`Asy>x6tx$a{ zqWwwT4u^+6No8V^3Ryp4$-{~CYia5x zA-LxpFu{@ ztNH1rhUa{O-JQ`<{d8}p>ncx1%wD zwgqgz9zqOyFd~Wx(Q!?wLXNyA_1aNp%lUK9VG$=ZMuTvcnBUpPW7GEx0Uz80k>}ZI zib(M*G_i>s>zOUaPVEUfg8<&$(m%F=o1MrdO8651ZYtEz5Ur;c3(~YtDHQ}tkD|z$ zR8gh|BdDRFwFW%7cy1TZ=O`P=cJAYnlX1b6r?xA81{^S_FmHhB=B4(o32;fGX0X_7 zE^^36Yo-qS?s3Sdl?qSzl4za%SrIW4PVhIdDe;7eH$pGWt zl^+1GkR`S$qBcxh?eSDhbHCAjaV{^;hsV9?wdqef)+xy3U?R$0j^N;#^a6-SC*_19 zy^t4ijUIMNu{nckE{;q%$AsiKKy?57&L6|x2vPkvIk42|I{x&Me)f*+Qxo{;VJCZT z6NqXMDck3bdVkVt(D#n?H=z)KX7Dyj=K$$2947-KKtd(O0yDr^Ck=s=3ImWbSWqnaJpY{8? zw6oS0I#}$?jrrDve2oTAU%a#4T|I9t4&-b+R3D=73ekMB(%OS$E=J-;SHYf5@c9zA zIq%2T@cfFoSDrJhi5bi<*XOa_Gqi(=$hGjIf!nJR_>=!eBzCO%x$*e^^m>%yMKt#7 z>mc}UXW;^vl_U02-!4+Wp$-2NqOE`8N*$heVlGXVw;zln0d^bVnOXfuw}{R=5PN{E zHGhmvD6c;f^A~pws838Ley-0ml2+(NMwCJqsE^Eg34g>6PtxO4ug!!ftd>9JFu&G~ z?2bf>h#O8$8>m!VB%%|c#5~sM>P@7aB`$omz=t!7#ByN)vkqQ2g^%Pr|1-%s{3r62 z$i;y_yW3UFm-N%ov##7JYhR@u88&`1x$N&Hb};98*c~)-*DJ(yA;cUs-Wci;|HxVx z!m)>qf<%#;d(`KkmJv*SvGs$Cuv_2T$5HiAjm{Orp!^cxYSE8cn5U=YVL!n=#pB+y zX=X8;N!m&-=bm{MjsxWcbAaIX67dp!XDF|`6x?*Maqz-DZZMxIu&mu+H_31nq)6jV z8t}9Qu27Qm4{3M*SkRnioNdEWeQ+ZZtd+)JBH+T~p~;G=bA#=fWX992N3)zuj%4f$azsoOxX!}`;kjPMj@k9~x= zVcjO(Ch8P>_W7HW5aS@{nE&gx8O{mKr91T0-h0}b+nW30=1KmnExy=mTNKI%ak&`E zzROlHW(}|!i6|y36ggpM-wHb|&4@rsO+Z)$9cl=ny1IoJCc5W|#3LQ8yjsh9dFo-l)SdBu9aGi7@C?(i67%s@Lui0%_ zSouD()j%yO%y1xWS9rH`mu#1;O=Lr|EtXhWgG!sySxk2<@L=aw$UR}5c#Fz5<>@3N zo-@avYHV8-vH3V+#c0xgseCp3v*1yXl^ z8hF+j=s8#=ucQ;%1X18DoGMc3KJ7WQd+UZDPhmeh$lf6}yF))k(8+LTrAhDXL9}3( z`|6%GT7*<-yF?EC`HBR^xWeYFqvZ$>fBTY1{1QnrU$b|<5@M$lKo6y-+0U$xr!C42 zYJs}ql#{9H90t_dJNk|63G%0~v;pYwWCFMlR$@2BgEZgz1AZMN2Mle<*8h_nZfS5? zFFdwK)Q*u$pz5R*+IrGTi~TCT-Z}pScjMU2x6Qvxx_D-7?g&kkQ%LI?W3#)r$8H_T z8h)$KTg~}B61C@9d<%S_?aANTA{Hqv_5zRaELCWga_fPs!|wyMez+Hg#M!V+8y3RU%{h2nKgr zqM85Cl2cve5*Sc}cFO>NSO!A{?m5;aU@X8|8kyL=dl8w8xT(=zFu=yD7iNESbJ&F; zk?QpB+@@C0$TbT&Q4rC_l8;EeatppWKcxu_t+romp-3`vrWZ4nErE>s`3Bi~($*6= z75da+5V?QU9SxDl7MGXY933!U(FR9K*n3y$!DFJ-3Av!6b{7W<ldClU76x7XF9AL#W}fXe$Zdp#@-rX=B7Wk71})=FNTI~61Mag}ztTEO;)fKmbF6z0xOVu=_ovToxqNkiya-=~MXqPK#UL)T>2=#acFBUTvG zPeK9Fldv(c`S$mjWMWQ-pi6ZT7fRQ$oRN>$!lvj~Mrq+LCX z0bM_#_=s$>SQ_ZDVb)9tnq9~+V^15R$j*{?PLz$I(x-;Z4u?j7nt;%gJPlkaCV$Noh^gKgr->pJl?tP6~bOqhY^gle|B_O0oL6@ z2wp`GYm_OI4FaNDTLYcl6%&kNsZW|xk~m~ao=cZte{pk!XK&5A3S%&Qy&laGb~IX; z!owtr@l9Ay5Ub8WtjJ)>=aFmAWoK`4R-6|Izb7D@Pf(&VRO;L=6p!!#$&Qd(bz@+J zTEH?i0QW^SJ#EFQ!);9%j_Wy2UE*T#hp~{E>VB3JeFyi9@GQoaWMO1sO2EZUMwPM5 zwh#1!5m8oWbsh?VvCzP*)5z;%OvH8IlB%4Bh>GZC(n=$EcOKvjrCZ*P7PcP|sf8Z# z4KFdGqt0g)XWbrbsrQ{VLw3SqiGl?cu{GPID<|6I;6$GZz;c=4o#C}o(^$(i$c%ZO zI_s>RWo6n{n|YKyOpcc=wZeE*`d!Xt0lUJk=L0f$oR})?us*c&~NS1mbwu zr@)UhszY=>tpFRSHf=yo#!Lz$!;TO)k~S45&6x{?_q<-q`x!5FHM{>X2iMhBGm&fC7jx4aCRu(0_zcbhe&bPU1S9N@K`B!mNU~vSeW9i<Fa}!h! z%Zn1G5MX=#vz+w$QwR}Xsno#v8BOZrAn2Wx;u7fPdz+|fwd%}M@BtA@`0UnpVqGB% zCXJ{ua_87S0Ijx*ee<=$k^eMKT2Zeu?NYr0Sn)SQW%2R$ym`O!Xoz={vx=`^li=JpHrc)shz8pi#ph=uI_R?{ zLAF}w@_)kiE~+&4Z1MB1qlP`R#-fWo@k8SbCZG4GKk@(A5OSJ4PR>h=^FS(P%|+P| zamtt-oFPadus8<17j~k}_e28Ci_FUilaYOD(r3nTlGSu8@C^cjdFI_U`6KH(&ujl> z{L1yDn>TI$1#(|M>l@Frm3$G304fFMB_gOR*o{8#eE+m|YxVgIPH9|x=QCj7wD|9x zL);K{TswTVRvS^g&cmfM#qt{a2;KJK7D9W?-;p2j0|4F0HN_9Ep{Svd%HLVL9Ka8} zmTtx$#P@oD5u*p!Z9}C1-4QO2Gl0)-hyNa8Fvfom=};(wU_Gu9-CsTEu3|xhYJ|I6TImOTB3!E9uJ98SE;+81I&NSvU zgf*s#DiP*Ri7HnMm?boF2nFrPHN+dZsnsx?luZ9p%j$U&oBEsj zWwVn)t|V==GvXcWy1(;lh*t-wJM;%fMP&5|UZFRwfU*T0^VHL2Bh3thGrR{9q)Cm2 z>&-#fu+4B+Dm*N~=&ip(PtJT(`7m;4GL9$Xf{|+JPqx+{rIWh@*Jn|E#&`)6*I`!) z9dJs6=pb@=fmN>U*q`qwXo2v&u|E=6ww$~s=1^&FuZT?^7hJwry97UFy>XC7`@4$Y zZ9zDM<_>*<3~{$Ew~pGUz69(;aSgL!UE%LtK;4#bx(GgXyGQD)27}uFysOgLwtqQn zp?`t!WX~jsvDt!z8{0gozD?b!k~sXTH*IWerGoSGw(pk2AM$%bQ>@l;( zxeJz$@R&VJbA#r8j{eJU#5@|%*Lpw~L_V*$r7+SM+_}MKOiTgoEECAN9;nt(F#tzM z*isk`Til?Dqa=fafrVIMnP8Y~_$Q$=z58zKgC<04DS)A&6Su`l=>rb&R9@9hop&!R z{(#41w9X-#mZPB{Pz!c>nf7AS&eGT{^A^ygcvNPambsJ4c~cw3L+x-KrU6M*m?`tZ zpwAEsEa!;ozL@nS>@CS1=BX=q|EOwXqIw5iM^SEWRiM<-3qD`hfY%7U?yZ-H(gYPA z@cnAImn+F_@U{Cy$}rbNF**G1i$Fx*U3k#JS{q??lZmAc?(`mX4`jA!Fyjp8bR@w9 z666h6jEY`$^)c_Dr_Mj*i*Z94ndPJgn6=&K3hfX4&%)t%G zZ7OWh_s1Z6q}!u0DoSXiNgu`$bG4|PU2QF(irwX-?4?TW?3_>UEHh-^hH9P5bIR** z+9I48SkuD5F@V{>vLCaXtTmnl4r<9Nc<4{*gC)DqGzDiX!3C_@h1 zToXhS#4$xQ1BnRgZu3yk{L5YVrFWYFX`?jU5wNa-MN~2``x-RXiI*$XAmq>}GZoOv zMJ!#)sSK?c&lIf8eopC?2(R%Vu>T+mtrO#CON$>=u4NMzH+jE&*G;+?tyP|p$oV6Z zw`xREVFquo>a0i+5l}ixJt5OjnChW6>xZMoPiQ1u7G+dVgdi5=|G<8rqLWmRU|7p= zLY6%ss!|ZLzdr~{>EJM+V&H#{$cKME2LYICX42;5%k0#*{L1zlJnG30P@)4%N$$nH z8(OkO!F7%Fhiw{N*+#04o;LFDYi~xlXSBn>f z0L3nX&+7vn@%u+D?=XN|m>M*~fd34hJ^b!gE-)y5vH-mS26Pl&utQ9sKD+@)5+SUA z-SZb8$#AY*3|o{T3bY6p&`Be`Q9@jihB#3ITv!(H!@bAPXmr_o!03T&2t$N20gQXTfuq>PJ?deK zxip&~^Lp63PBBM4ZUY{v@L!ZnJwgK*VcK>yQUYxVMffbeN&|OnQ$gl8)43Q$L{kBd z@TNpQppL%*>}e+Wto$7jrbCCGi|Jzbyvzi&ejE+L^$VDZyaL8V>Y?r$q(H)S3(1KJY*a5{duoc+8<1yg54LYD}*MVjuunx>hWD^n{_C(MH_0%tmfaj+P zj~A3f@QLVy`vt`X+&r}9AG*UbAiC``Aj-}I>Wa?;>q__uc`5SFJiOJz9j3XB7DnHK zW>2~6V-_eKwx-8uz`2g+imft?cshQPU<62`erFp!0v6Ceto6C%22+iSZ+ zKd@!L4iZb`(pL@d3)e034)hLsgRz3>i|o3IAlb4#kO}8(fT_8@M&38@l}6dtY-7uF=X@vmM8pnsMfd`^BJhcRCiDUVgOBa!A3(b1*=@#d-|2sbngI%h-@8WG z^)-HtrJe77hf6uh`5I^Vn4cfHm+dB+hszNu^1a1L`@HGKpNGpzIvJlgdJQd(Kf!ZI z``mFgdIi%e@|}?^^6fGH_ptj5C(S2r{60{t2=5&(>BRPnH{s;%lXCv+yX_gh`nF|# z=1|VdnihYl7JWD0ZmF;NFE9q2mFC~q75s~Wr(5O3v^z{p#Gj+Ww+SA@hI|P^;s&$> z_X))Q94p(l_BXxef69#d{7(&n|$Qy98hg~TI++p5y z7|LSrk#UJBZkU*#l{{f9U>H6@UdHfow!cu2{618 zcoQf56&m&EzJ5GvXQUB0f|JEF*s@~f=7OXZOJ;sT}nPciKqUYXOVuDeM)L}GE_X%Tp>g@Pd>*8xF zkBt(CdQkt>8DQ>RvpZd;VO;^Ild%X1DqX9d=`HjE=V)9EX8-K)e)*-1$KW}vxk`py zM!g7zgY{l96uypyB&> z#eft3{m{MuK3${%x9 zJoVF|-b|>^UOY8zlRU074}uM?SIU{V0|#6!4Z6CFV-9~)IM0b|EbP)m!UY3*^pOKjZv5t64Jo4{}2PWP5T=JumUa+(Eo>#k-2|`56?3~ zRm8pC_YZI&B&XsCcFL2-7D7mncvoSex;F$F&IT`zHFtc0Ns?&Qt8orHG z0&gR44RY>6*BaleXMuMV6I4_NZB=bGHSkM26a5k{IG-R(DG&IRyQG``w{-cb`I(d6 zy3HG)Yt|lSy&r#Ko9KZ+p?~P+I`Vbv2lEPLyy@)C2datgu{Zt&E}1SnN0EAC-EEnY zknA)rEIB*hlaQ3`delkA;M=90aD$<=w6@#^vzeZ`yZPbNM!Rc$ zU@6Y?d80w>zafSJ1opElatOcjY_k7IN`>uHDcF^u6pL^x{rpIKSY2cpn zgGno?ey^3R(ELHf8qiaZB}K{sqm?eAPWk!Arq*uP z_JXU6$cL&7BU%i^Zk`L~5^c*$FF)(Ks@z=3&|8xder}=0%3ax2@zk^WCw4zS&}b=K zk3?nRlD6;61s4yds13f2hU@Og=(WxQ^$mR@yM))o{(N-iz_8S3c6>d9glN4mfN1Q8 zp+I3^)e0(n_zM3>qJrOyfj_tyFF$z3Ma=U~iT{&Y&iSS4MMome4V=QqC#oT_$h{sk zQH{{YBd4cx7vyT8#2L@ReXUAiEsd(PYT*N>dK(uR??{U2 zAY3GmJzKgj%6+_9ynzDb2C1w*ucE$wp}Cz&u&dclTCj9cQD1NoNbn>OYiiYnYs#L@ zbbiqUpp^$_M!44!7;8SR1FuTW#)ndG{UtX@wQ-l`?`r$F^O$FOY?O1q$ssvYBef|W z%IqHU?)j?-WRzs(h+o2{5r&aPXIO+sXJ|qy7|R&CbUuc!qz0Abj7aj7QG#D)fVv595dq8KX zc39lg*{%9Y8QNEzGA4O?SNZWG)3t;vek@nI{}cGCglX0@1# z6;Oi$>jUc7>}!+IBE2wS%tE~k>rNw#u`yK+1*;t>q2N?wsi~_^u&E;cC9~uYr8X*JYuZ#kwpLpr-7&O`r;5i_|pSz8w^%X!IfQB+3DaR~m_#$T2aU6rfp zWgWs)Yog%&_*sAF#~2c&QM~pn^G_6M0>!k_p#sY0l((r|#l_J_iY|Ajsw&|$L)%B^ z*Qb-s5x3-vPyglG_FM)?FS6^)@3G z;>I;}B1RZ-&p*?r6Q~KK*DOiWnJuiFnlyxclO|hu$J}}>46UpWBm?b3lnt!RoNt&^ z0{m}+7bjY##)4Q4VJ!3NfDx=s8r4<*u#x?%-5N!Y>qQryCp?XS?YB_99$2^sP>rls zpfDWqvu7-lIpQY0oZVN`+{dU`0tC2sQGvk^M@c*Fg$t;PO1cLZe=HRlc(xTx$dBZZlh? z#cQ>C@Lt~Z><a0@kVKx%ON zoQ44pnL__1PMYvOaHVHZ7mu<}zSv?l`&?m}3D>~Ip028voNhUVVr7B=)Oolue6%rf zv@vYD-fN0?)S0*3u}3UARLjmAWIqBloLtK`1;Ms4!NsPu5e!&dTIQ*)Jl7)-ygD!l zt=^Q$mKFw34q8Z}*Er4&%kn@>HUScCw>g#9eev9I1ZD6wjx`|F#a+>)&3F`Y`Qemc zKXQMz#3fP0iDyRULkLeqaqM1wghgFreB|YD)|h|DJ3uAAjy3><`S^8$P$6X{U?GanrgY4+qCd`VpR5GlaT*wL`5-CfP#$+%J4+60u?P3sXdQCqO z79k_U_M*oT4Pj3kz-LQfwc%=m#Z(aWG8;Cn+k_CtIi^z0Y0XgCbAN^D>43M3Rzmop+6Lf2V4 zzKYZ&PboKEVMEz`&>zoPe4$F6L^%1rB#>$F5TxAbCILJgxk_7-umv|IMI-Q_@W2=) z(4L*cm<1*+tuT$>a;-=jBfDHBYvUM4fuYr88h57(D_L8PXUn( z3tugXmy3<->-;@hI3seump$-J87-P6YO3^tmD$vy8{{@Kll>z-QX}&52yf~|^E%S2 ze4fDAWv221qzgKYE>QsLciJknWG)JaK5cqB&i!pk(cKG`g>}_*2?v9uV4;OYZ7Bp$ z9Fnf+-KtR;L5gK{qS;hQ{p#u|a-^NaaRVVube0w-r>uk_S;~+Mm~8*5gqUHnq`^)Q zlM4e>U?nDTO!3m|&9T=MJ0&$SaI4Rh)IZy2hjub|GEj1h@V#akH4;@o@UUh}MbkC2 z#SNWK?S9=KY95vP;BgbElu16154bOhr)8a(kCg%UlUpK2<_QQot|I>tn0I{7k$-F6+T+zUX6~+ z25s(qbgEjPv#rNgYWL(n}ZJ9ML0%H6I zixV$E7gOh2hZdZ$Rwq#E?3qH6%ucrJS_C*ycDEsy5sVYdk?k7l!=P=rIW?w*)vJ0)jde zxdHgrAA0SJkp|F8uhT-Qv$jV{4%LsMs*gM<(oMC(wbhSBYH7I5dG5r`=F2(?R_)CX zWQov+bK1_j55|#w{dN9wujL8(UGnl#@9k!aeqR1#g`g27P1G$#tmns!`~msHFgVv@ z7AOdT6vFGBOEc81>PRa@;21>FG$L`T6{E?hnL==#J2?@Gz}0J6IhLOpzf$K)vE^dO z8OVK%OXte0Bt&qOb|X$z!Qs^l0tg|jLf-B)s`2qph~En>OhAR?&-69?2ewGz1&CsEZ5zS5RjsPq;E7oxKP5N4BLC~PW!=n?lrHmfwI%K zGA7F@Hh*gzKd=2x4t(V4?djS6{F2R0#xQst{$ce?Cs?jmR&YpIy7P#^`ZIwHzte=$ zI%K7Z)|+SU(65pv6PRcBeIVaJY+RQ7!|7uqOMC?$r%g4Nf6O_eUYN&)tRCtZTa$_y}+D>xz~aS8632M zy;7i{edHcDdT+=T>>6qH+lHXfR~;*7?ZqiL8N@m{$b1o)IXD+S5ruSfidqv%geBzo zUzj|)5!XfFvJoQ^=U$2K=sVH~*~t1v8wNoX!l{ZuB*I1oP9@2NRup~dgbWIKYLW;| z$okRn4N9Ite~x7XXEBi=tEgF!j<-^r6q(irqs`G${?JTSRLzLc-rPcVkWpUWLejmn4!w)ni(e?KgP^Y^%3KKU{c!jESg&7(Md@#j$zgBzIZD3Rc)3T5G=c4W=)GJsUprkyx_UK# zS`#ndHPjM^tz%BlMJj-P4O`0fCihCP7h+2$$lc~boD@!O7b0>s^V9~@wogHyS(|hT zg{g!jWS1%%wPGqxUCPw3e_t4%Ru#*R)I_AQQATg!*57^%+9~+%3mx*J+F zLa$wX4jpQwtkn6lJfI-BGGSGcs*HM+F4!^+Awp^tgUEeQ%+TM%B;%V%PnGNvyCN@QDyUFV=Bl>kI2I-ie&sQCVVD#fppX3 zPZ&B=91Lsn*WMu$)1Ke|RC@;H7&!!74Po?}NXTH5+T}4?OhNsENrD(j$L^u#*<<*H z#U2RzyTO1RwLTxPU@}vCVrXEM>gbS*E`9ZJVF)BL-Z3=R5sVjFYz&Tuy0`a*C}NSm zSI8fa=m%{y1knILu8UR=ik>1Snb|m@^e~~c^vQc~Ojw&7eVt>jeDs67afD3-gC?sc zg192kSIP;71_%S7(d`A;{ie?Xm)nNp75uPqj;`m%r?b#1_1o7ksa+1w6QFeMiqJbU^g$W)K{?TRoVL{x zOw460<&|aV+g1qMQ~_8^vH74w*kzO$JX5;HC01LbhhoNq^i6UYwkh@E3aSZF3L5EL zkW$!yq_Dt(KeB?Xh%>~aunF>VloBC?@YiQd00Zn`1Y1G~GT|V2VTh$l=xDapUr>Xt zRbk1m;|0Ukc#HakJ#vsqlAyM1aJii>~nk@^DL zbG%QYQ*^u{)s>cii@D(*Z9rZL52KjEOB3_gN@0`8AWWmFMkE+4QhE#~=_^a&ABX$P zqL)bYig3>!fij4JPBz{mG~CWM+}bx}`=GhbCA@Q3T#z`Bbd}8AI~fp>-6$8zTJ2jI zW`A@=uMjay#gb^U%_zYB@Q zWTThqefrLr1~#~}Y5B8BZp5{1J$9Dtm1SR7^-0bUr^ zfs7!9&`Lo_CJd~mTD{L%r{#GmcR*E0YU^Pmd5L*IdT`ni%79Dz8mOm`iJRi6r#+h? zla(TquS7{uRxZC)!c-O=B4U_tp6ioaC#P+uW~OCk0oQz_dE4*);{E}8G%1G#?bz=K zr2?vY*m(FM)j8}Y*?S?}4C^K5z3|NU83?l0Hyw-vLLte>Dh#YBq!S_bs4C&iFX1d9 z;jCy-bnhvz>2d(=?K4smkVs5L8j@!aUC^_^s)8WKU%2DYy~fglp28d>a~i38TIu3UcN9kY z)@&fI8R<;wg4B_yOnd;7*#wQUs&chDqyX9dr4(Ag|}=6a-NS z@~6|-L3fsZG=?gbTK&up`J+zf+2aXRcDL8`+CKCa$hfA(6nL8eiD?xM?_mOi9BTLpDC8_4!uI{YBM%Fg*Cyt(!4H8W0M;?#x2!((I!q2Y` z0<9uCnzR6+@{Aw!=}Lrtf{KKwD9%NCHD;}Gl2YatQqm>#MB(GF8ih^jIzOAou#6FA zo>!@c_hsCxsYaz(8R)6VoQTM}c5Ph_f`oI3pT}c^(lY7FQ_F-UBs5eZ^5r+h(E=i& zH$8lEHn@K_Rqczf<>o8DN2|J`C|WGdDO`Xw9mtx%up`-auIRTn_Km@=Tv&mY9%h~yM6PGlSQTp2j5mySFN3#ECm zdK}=gk3FWpEoJ&{n2BHwWGJNqd=TWGzXBsl3Xn@36yiyzO_Y5I$1V0>6?fWEgYklX z?roTZ(T&beUD?PYO8lBsbygNgyB$17V6GoE$V;e5x#!@vkr&EGlkzA>TLCSsv7=7^ z`D}EHW5P3KT8ff_sTmQ7L9JBnzSjXpY8K)W_|PYwXoI=rBm1^8h%}};quJKH!Dcp5 zK*3sF{EO^yFUn)3ly#~^0_^IC_b$lQi1|V$m-t)Mbb5BTr5>^~G2CcO(b7^pxh`Z< z_n!@k)h+pG4rdR!2gG=#843@a+%~SE_qN@U_Vz|sS0Ysgtbm85H>1`VzN$tA8_;sr@Wv7av?xB(v?dV%mb@Fs8wJNHJ&W;=VoNqloKo8LDLT?oxRPDN7 zHQf|8%esC{m%i=5JXBxjdH}|h39sNRg1|QZ=(7ms0LUxLi~NIa%z>R*SBZGl9`K>B z4Q2u-N*#r#w4LrB4HCJR{1XcWSJIgy-`^YO#s+v8bmMa55*%4o)zRi!gi=Yp8jhk& zTV4sCTsU%C2AoAm_)M<4I7zIo44lttP{d$jQ8Zt^P&rrP`;9w<#m3VT*wPZj-|`8T z&*#iT$=bNCu8OXS!;8)(6fX}Lm$7O4rnaNYC!j)0+Mnlb05pfpztvOT8TJ-Hq+!Tp z6&=LPL;BfU2=kNTw(hB3H*({)P+rbrvY`g;o)+(trL={Y$z*IuerzO;n6qq5;QXMF zkv#u;j!d9>v`3*Kab|Lt1V?6eW46qP$6iSM61}wYqkT zP)>xXOX9M4kH8r$Ow~?&#sY}XP2iAZAtQlJHj&Eq!aaa^{Z^rWF}N~29r!deC{=Sz zga}onMSvxXDXjDta!>&3O!1Ju-fU8oGy_{%k>styN7Tg;AJty&a>)-Tm0+YB!=xic zwcYK>NqtCC9$5p8W1R%oP6{^D@PmMxE(iNf1&HJgbxL;}{fTlh>w$iET>Db&v zTbDsCKNS4_mZ|u2EAn4brbIJ2~ZCRju=Vff)D)@%zfw- zKV#>YF+|jd)TZmQEYqyo`LfG%OxuOplypkB2re3|nm@ETa*@$1K;-nsSkcsOtp^_o zx6e*qO#^gyO*Y394RP zQii*#zF2W?nA2v>QIk9CVRG-aXaLJ)`0D{+)uLY5sZP5%aguGCAaT`(A?-mWk|gi+ z;+gGOCIacVP*b=^+&2jIKIh$OluU07251SpH8hlbbTon1y^X0_g4RlWN z(+xj0_47&oSia$BAa?(LgKey6f$^f*wVW&NIxLgIxpq#R(e1pq(g7dAvVX-2Hxk5p zSo=qEbb_9323Op#6;Q$BDIsYxDBhRML|)Tqy!9f`fgd%%NtHog4?>P!TP~U;$hrL> zUCjB2o(pjt9bv?u9J_Tz3;GMAg>G$;;YKv^jG0nYV8LGg3lCh4ce56?_p>+|W78{L zg~cDGqHmqSgs+!^OK2y-8?GG<8QH!DyxMmI&7LcGx5DMyl1Yo0B%D1-35(%y9>}C@ zNVJ=7Y^8UM)IlHB5fMTpNDNKEw$D_92vch+WXlhzShf3Ylq5xGWNnnDYBor=^IPU! z<8!5FNgM|$R1qYnCHLSM5=Eo=zY=pp8uv*9yH;FcR`6NTPbZrbITtvgW#?e`a-eC` zb(bEYY{{$BH)nYitV@|K=mI7!?9*m=l2YTC7{>?!nElHX!f}9A>8B!ybwoV!k0cZD z&rpKJ67rBhn4YN3eA2=O4d$TDAQTe$=`6~Oa#58%akEuRPyq*Fe}gaFcZ8=3i1gYp zL6+r#1OBoTHD?Oo=oPUtO|POmEK62Ta1d4!rhYe4N+)lW2w3136`lmxflTN0{~!xr zVt#KZJTViX&(~SvnTv7pUQcSGO4YHEVDO$l_*37LZd+S1?`R^6?_mX^bW)zsv1sFB ztcT%xg_luF>A3x`0G!_^Z6dxZhNnEHn=<;T4x3rU4P_T z#M-!W&r7c_e}JyMnWknBABieo*RPpuS#yAs7n6ye_(C#|sEz8ldQ6Y>71gK2z0d>s zUAs?To#aH%yvY8vBXqOqd{Q;ED$0rzT~!4|mzYcJkEHF1>xn*!kE4^LjEpVb2Q+IYp%o zBV=se+lw6w<2*zEqmOeBhcb-<_*2;ndQ#d@YxC_giJ18=GxL4Zg~&{*4oYEUJ;c`7d??C_Wh;^v%Bwq-}%n_p6{IZ zob$)bbAH+af$sK4p>}`uC&#$-S$4QwxNW06H?Z&O47q27`I}jA0 zOBr%jyd_iO5J+o3`O-*klyX=`{|bS`tDRj)z_AvJYDG06IgZQQcB0oA5;U)*G@-O=2>J6EvCL@n>F7`NEcHG&Q!W zuSwCKV^lv>T>6dsMn#=na=vmyTX4R_>%VwI9I`wVY~GBJ~RATNSIRlE6;Gq zESO?oU0&SqdPG*b*?2T~)^m}TnI2Nv>kC*s#AUuI*wf@!X?s z19#i|GV6=BWka^-D|{8?9KKYhMwpCE0&qpEkp#DVqfCkur)cvsIlgAM95kg?klk!Og zO~<{q2Flbhh*eGwqy`BVK!HC_4&LI`P7ZFoNWkF;2L20W(Q2_*v=lf$Ml|r`3xwbn zqM^lh08_&Ud>eNOK-UOK*udB}AoSWA83}L~WEe@R1Dwz{9kQwK~jKk9y^{3AvhDTE$A4PpyNy?7u=VF55#~cVml`A zGX9UJfWh>MGzD&YjVJ-0%^n=lq1Ce!YfXie#Edjf;JqEr!_xxv3JU_QI;@7?H3elk zmufwU>Z;oqvbTc8*ucuFY<4Pn@FcIK1a`-l{P-qvZPtqnXG)9nkU@~Z@zM1@beYlD zD_oCRS-9E6%H;ARhZBB@iGr#R?+@5t^=GZ1HAW=95qtH^rtdkYb~zix796arl$+kw z;x}`K%Oy4U!$weQ%CxNS2A*(S^+W2l&t_Lmx5%`eXZ^>Bw^oVDF#hLLakDpNU+=vm zzz!%aXLqOPm}aLbXLxQfeeCYoxUle6`YU7M&GbE&r**Imo*Ju+=dZR6>+Ws1*(zVC z+jXu+RJ3gm_h>bD_d)g?TIx{aiLh2*3zfvTR*~~4q{xKQuO~1%euCcO6TWD!_rtf- z>T3=;Yc>K6GRKG77*BOF$3Z>*cTuoKfR{w(@ObK5JB~GiU>>MRP$+;mf{;1p3GUrn zyjCP65laxF=D2_q|JakF0JcL1R5eQn6!*skF&PX1dM<})8@PrI1Seq7(k9tJ2w1}pgrGAg#6TwDfi5Z`!CYR#7;sB0fFlC<7f20p0oWaN cJ5z&cz|~1*Jc&$waR|Y}2^|WB?atBp2WeS(6aWAK literal 0 HcmV?d00001 diff --git a/src/test/scala/com/johnsnowlabs/reader/PdfToTextTest.scala b/src/test/scala/com/johnsnowlabs/reader/PdfToTextTest.scala index 94a6a6b7f1a2a0..86676d0bd3808f 100644 --- a/src/test/scala/com/johnsnowlabs/reader/PdfToTextTest.scala +++ b/src/test/scala/com/johnsnowlabs/reader/PdfToTextTest.scala @@ -105,4 +105,47 @@ class PdfToTextTest extends AnyFlatSpec { assert(actualResult == expectedResult) } + it should "extract coordinates with normalizeLigatures" taggedAs FastTest in { + val pdfToText = new PdfToText() + .setStoreSplittedPdf(true) + .setSplitPage(true) + .setExtractCoordinates(true) + val dummyDataFrame = + spark.read.format("binaryFile").load("src/test/resources/reader/pdf/ligatures_text.pdf") + val pipelineModel = new Pipeline() + .setStages(Array(pdfToText)) + .fit(dummyDataFrame) + + val pdfDf = pipelineModel.transform(dummyDataFrame) + val explodedDF = pdfDf + .selectExpr("explode(positions) as position") + .selectExpr("explode(position.mapping) as mapping") + .select("mapping.c") + val containsLigature = explodedDF.filter(col("c") === "œ").count() > 0 + + assert(!containsLigature) + } + + it should "extract coordinates without normalizeLigatures" taggedAs FastTest in { + val pdfToText = new PdfToText() + .setStoreSplittedPdf(true) + .setSplitPage(true) + .setExtractCoordinates(true) + .setNormalizeLigatures(false) + val dummyDataFrame = + spark.read.format("binaryFile").load("src/test/resources/reader/pdf/ligatures_text.pdf") + val pipelineModel = new Pipeline() + .setStages(Array(pdfToText)) + .fit(dummyDataFrame) + + val pdfDf = pipelineModel.transform(dummyDataFrame) + val explodedDF = pdfDf + .selectExpr("explode(positions) as position") + .selectExpr("explode(position.mapping) as mapping") + .select("mapping.c") + val containsLigature = explodedDF.filter(col("c") === "œ").count() > 0 + + assert(containsLigature) + } + } From 064e17423e94cf63b10e95189ffec92c293b3812 Mon Sep 17 00:00:00 2001 From: Danilo Burbano Date: Thu, 5 Jun 2025 16:21:17 -0500 Subject: [PATCH 2/5] [SPARKNLP-1161] Updating PDF reader Demo notebook [skip test] --- .../reader/SparkNLP_PDF_Reader_Demo.ipynb | 1604 +++++++++++------ 1 file changed, 1090 insertions(+), 514 deletions(-) diff --git a/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb index 90ce3af0bd82ab..c654497a612da1 100644 --- a/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb +++ b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb @@ -1,519 +1,1095 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "tzcU5p2gdak9" - }, - "source": [ - "# Introducing PDF reader in SparkNLP\n", - "This notebook showcases the newly added `sparknlp.read().pdf()` method in Spark NLP that parses PDF content from both local files and distributed file systems into a Spark DataFrame." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "RFOFhaEedalB" - }, - "source": [ - "## Setup and Initialization\n", - "Let's keep in mind a few things before we start 😊\n", - "\n", - "Support for reading pdf files was introduced in Spark NLP 5.5.2 Please make sure you have upgraded to the latest Spark NLP release.\n", - "\n", - "For local files example we will download a couple of PDF files from Spark NLP Github repo:" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "ya8qZe00dalC", - "outputId": "e933ce99-0eec-4f28-9b7c-06cf04a49af7" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mkdir: cannot create directory ‘pdf-files’: File exists\n", - "--2025-05-13 21:32:17-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1158-Adding-parameters-options-to-PDF-Reader/src/test/resources/reader/pdf/pdf-title.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 25803 (25K) [application/octet-stream]\n", - "Saving to: ‘pdf-files/pdf-title.pdf’\n", - "\n", - "pdf-title.pdf 100%[===================>] 25.20K --.-KB/s in 0.002s \n", - "\n", - "2025-05-13 21:32:17 (13.4 MB/s) - ‘pdf-files/pdf-title.pdf’ saved [25803/25803]\n", - "\n", - "--2025-05-13 21:32:17-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1158-Adding-parameters-options-to-PDF-Reader/src/test/resources/reader/pdf/text_3_pages.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 9487 (9.3K) [application/octet-stream]\n", - "Saving to: ‘pdf-files/text_3_pages.pdf’\n", - "\n", - "text_3_pages.pdf 100%[===================>] 9.26K --.-KB/s in 0.001s \n", - "\n", - "2025-05-13 21:32:17 (14.6 MB/s) - ‘pdf-files/text_3_pages.pdf’ saved [9487/9487]\n", - "\n", - "--2025-05-13 21:32:17-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1158-Adding-parameters-options-to-PDF-Reader/src/test/resources/reader/pdf/unsorted_text.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.109.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 1563 (1.5K) [application/octet-stream]\n", - "Saving to: ‘pdf-files/unsorted_text.pdf’\n", - "\n", - "unsorted_text.pdf 100%[===================>] 1.53K --.-KB/s in 0s \n", - "\n", - "2025-05-13 21:32:18 (24.3 MB/s) - ‘pdf-files/unsorted_text.pdf’ saved [1563/1563]\n", - "\n" - ] - } - ], - "source": [ - "!mkdir pdf-files\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/master/src/test/resources/reader/pdf/pdf-title.pdf -P pdf-files\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/master/src/test/resources/reader/pdf/text_3_pages.pdf -P pdf-files\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/master/src/test/resources/reader/pdf/unsorted_text.pdf -P pdf-files" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "EoFI66NAdalE" - }, - "source": [ - "## Parsing PDFs from Local Files\n", - "Use the `pdf()` method to parse Excel content from local directories." - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "bAkMjJ1vdalE", - "outputId": "ec07ff2e-a218-4391-ca24-2a30096d74a8" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "| path| modificationTime|length| text|height_dimension|width_dimension|content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 25803|This is a Title \\...| 842| 596| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487| This is a page.\\n| 841| 595| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487|This is another p...| 841| 595| NULL| NULL| 1|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487| Yet another page.\\n| 841| 595| NULL| NULL| 2|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 1563|Hello, this is li...| 841| 595| NULL| NULL| 0|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ], - "source": [ - "import sparknlp\n", - "\n", - "pdf_df = sparknlp.read().pdf(\"./pdf-files\")\n", - "pdf_df.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "VWbUgoVQrO8m", - "outputId": "b6d9f085-a337-4f93-ef1c-122ca20748bd" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "root\n", - " |-- path: string (nullable = true)\n", - " |-- modificationTime: timestamp (nullable = true)\n", - " |-- length: long (nullable = true)\n", - " |-- text: string (nullable = true)\n", - " |-- height_dimension: integer (nullable = true)\n", - " |-- width_dimension: integer (nullable = true)\n", - " |-- content: binary (nullable = true)\n", - " |-- exception: string (nullable = true)\n", - " |-- pagenum: integer (nullable = true)\n", - "\n" - ] - } - ], - "source": [ - "pdf_df.printSchema()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "BB2FEfegGuxl" - }, - "source": [ - "You can also use DFS file systems like:\n", - "- Databricks: `dbfs://`\n", - "- HDFS: `hdfs://`\n", - "- Microsoft Fabric OneLake: `abfss://`" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "C1KhfLcCPizR" - }, - "source": [ - "### Configuration Parameters" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "OUSSGmjrPnPY" - }, - "source": [ - "You can customize the behavior of PDF reader with some parameters." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "7jefzVyEP8f_" - }, - "source": [ - "- `storeSplittedPdf`: By default, it's `false`. When it's `true` it stores bytes content of splitted pdf in `content` column" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "gDJyUi_9R4fr", - "outputId": "260258ce-2c18-4e0e-8566-a50feddd0f50" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+--------------------+---------+-------+\n", - "| path| modificationTime|length| text|height_dimension|width_dimension| content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+--------------------+---------+-------+\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 25803|This is a Title \\...| 842| 596|[25 50 44 46 2D 3...| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487| This is a page.\\n| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487|This is another p...| 841| 595|[25 50 44 46 2D 3...| NULL| 1|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487| Yet another page.\\n| 841| 595|[25 50 44 46 2D 3...| NULL| 2|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 1563|Hello, this is li...| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+--------------------+---------+-------+\n", - "\n" - ] - } - ], - "source": [ - "params = {\"storeSplittedPdf\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-files\")\n", - "pdf_df.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "KIwN2PZlkqb9" - }, - "source": [ - "- `splitPage`: To identify the correct number of pages.\n", - "By default, it's `true`. When it's `false` it does not identify the number of pages" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "svhsIi0Qk0pj", - "outputId": "7a2544ca-6c8a-4bee-9ceb-ba7e3a74e53e" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "| path| modificationTime|length| text|height_dimension|width_dimension|content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 25803|This is a Title \\...| 842| 596| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 9487|This is a page.\\n...| 841| 595| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-05-13 21:32:...| 1563|Hello, this is li...| 841| 595| NULL| NULL| 0|\n", - "+--------------------+--------------------+------+--------------------+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ], - "source": [ - "params = {\"splitPage\": \"false\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-files\")\n", - "pdf_df.show()" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "TU0TCB4wlDqK" - }, - "source": [ - "- `onlyPageNum`: To show only the number of pages.\n", - "By default, it's `false`. When it's `true` it only outputs the number of pages" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "0DGVNuRylTLJ", - "outputId": "1d205b5c-41dc-4486-fc78-ec9b461bdb48" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+-----------------------------------------+-----------------------+------+----+----------------+---------------+-------+---------+-------+\n", - "|path |modificationTime |length|text|height_dimension|width_dimension|content|exception|pagenum|\n", - "+-----------------------------------------+-----------------------+------+----+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf-files/pdf-title.pdf |2025-05-13 21:32:17.61 |25803 | |1 |1 |NULL |NULL |1 |\n", - "|file:/content/pdf-files/text_3_pages.pdf |2025-05-13 21:32:17.897|9487 | |1 |1 |NULL |NULL |1 |\n", - "|file:/content/pdf-files/text_3_pages.pdf |2025-05-13 21:32:17.897|9487 | |1 |1 |NULL |NULL |2 |\n", - "|file:/content/pdf-files/text_3_pages.pdf |2025-05-13 21:32:17.897|9487 | |1 |1 |NULL |NULL |3 |\n", - "|file:/content/pdf-files/unsorted_text.pdf|2025-05-13 21:32:18.066|1563 | |1 |1 |NULL |NULL |1 |\n", - "+-----------------------------------------+-----------------------+------+----+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ], - "source": [ - "params = {\"onlyPageNum\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-files\")\n", - "pdf_df.show(truncate=False)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "YbU5ak0KlmbH" - }, - "source": [ - "- `textStripper`: This parameter allows to choose between default or layout-aware text extraction.\n", - " - \"PDF_TEXT_STRIPPER\": The default, it uses the standard text extraction.\n", - " - \"PDF_LAYOUT_TEXT_STRIPPER\": This option better preserves the layout (columns, spacing, etc.) of the original document." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "-C8ElbEdpBgr" - }, - "source": [ - "- `sort`: This parameter works together with \"PDF_LAYOUT_TEXT_STRIPPER\" layout from `textStripper` to customize how text is extracted from PDFs. It enables sorting of text positions before layout rendering. By default is `false`" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "o7M18sgPlu85", - "outputId": "e13da2ad-7e86-492a-8b4f-edfb8e93f247" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|text |\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|A random heading up here. Hello, this is line 1. This is line 2, but it's placed above line 3. Line 3 should be below line 2. Finally, this is line 4, far away.|\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "\n" - ] - } - ], - "source": [ - "from pyspark.sql.functions import col, regexp_replace, trim\n", - "\n", - "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-files/unsorted_text.pdf\")\n", - "cleaned_df = pdf_df.select(trim(regexp_replace(col(\"text\"), r\"\\s+\", \" \")).alias(\"text\"))\n", - "cleaned_df.show(truncate=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "2nIM1qsWmzwU", - "outputId": "de6d1052-579d-44d2-c403-6cbe1bc1b89d" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|text |\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|Hello, this is line 1. Line 3 should be below line 2. This is line 2, but it's placed above line 3. Finally, this is line 4, far away. A random heading up here.|\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "\n" - ] + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "tzcU5p2gdak9" + }, + "source": [ + "# Introducing PDF reader in SparkNLP\n", + "This notebook showcases the newly added `sparknlp.read().pdf()` method in Spark NLP that parses PDF content from both local files and distributed file systems into a Spark DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "xrvHhiTAdfGd", + "outputId": "1981f194-8781-4190-8f94-f7a861b61585" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Mounted at /content/drive\n" + ] + } + ], + "source": [ + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "id": "mjV3NcQ8eA52" + }, + "outputs": [], + "source": [ + "!cp drive/MyDrive/JSL/sparknlp/sparknlp.jar .\n", + "!cp drive/MyDrive/JSL/sparknlp/spark_nlp-6.0.2-py2.py3-none-any.whl ." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "FuWVW6HPXRQw", + "outputId": "faeb2283-4b13-4379-9d20-8313cde4c5ef" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "env: PYSPARK=3.4.0\n" + ] + } + ], + "source": [ + "%env PYSPARK=3.4.0" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "pEmutNjReCgc", + "outputId": "aa15d1f3-1f35-4b04-b156-4401b1ef8970" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: PYSPARK in /usr/local/lib/python3.11/dist-packages (3.5.1)\n", + "Requirement already satisfied: py4j==0.10.9.7 in /usr/local/lib/python3.11/dist-packages (from PYSPARK) (0.10.9.7)\n" + ] + } + ], + "source": [ + "!pip install PYSPARK" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3qjPeDjvfCpA", + "outputId": "26a7f0b8-2a8d-4be0-dc7a-bcba931b9008" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Processing ./spark_nlp-6.0.2-py2.py3-none-any.whl\n", + "Installing collected packages: spark-nlp\n", + "Successfully installed spark-nlp-6.0.2\n" + ] + } + ], + "source": [ + "!pip install spark_nlp-6.0.2-py2.py3-none-any.whl" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DczWop6QeE8F", + "outputId": "f917cf92-def5-4f4f-d37e-03491e17583d" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Apache Spark version: 3.5.1\n" + ] + } + ], + "source": [ + "# import sparknlp\n", + "# # let's start Spark with Spark NLP\n", + "# spark = sparknlp.start()\n", + "\n", + "from pyspark.sql import SparkSession\n", + "\n", + "spark = SparkSession.builder \\\n", + " .appName(\"SparkNLP\") \\\n", + " .master(\"local[*]\") \\\n", + " .config(\"spark.driver.memory\", \"12G\") \\\n", + " .config(\"spark.serializer\", \"org.apache.spark.serializer.KryoSerializer\") \\\n", + " .config(\"spark.kryoserializer.buffer.max\", \"2000M\") \\\n", + " .config(\"spark.driver.maxResultSize\", \"0\") \\\n", + " .config(\"spark.jars\", \"./sparknlp.jar\") \\\n", + " .getOrCreate()\n", + "\n", + "\n", + "print(\"Apache Spark version: {}\".format(spark.version))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "RFOFhaEedalB" + }, + "source": [ + "## Setup and Initialization\n", + "Let's keep in mind a few things before we start 😊\n", + "\n", + "Support for reading pdf files was introduced in Spark NLP 5.5.2 Please make sure you have upgraded to the latest Spark NLP release.\n", + "\n", + "For local files example we will download a couple of PDF files from Spark NLP Github repo:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "id": "ya8qZe00dalC", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "b9493ab5-5c35-46a5-b112-5d5079326dcb" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-06-05 21:14:42-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 25803 (25K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/pdf-title.pdf’\n", + "\n", + "pdf-title.pdf 100%[===================>] 25.20K --.-KB/s in 0.009s \n", + "\n", + "2025-06-05 21:14:43 (2.82 MB/s) - ‘pdf-examples/pdf-title.pdf’ saved [25803/25803]\n", + "\n", + "--2025-06-05 21:14:43-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 9487 (9.3K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/text_3_pages.pdf’\n", + "\n", + "text_3_pages.pdf 100%[===================>] 9.26K --.-KB/s in 0.001s \n", + "\n", + "2025-06-05 21:14:44 (7.53 MB/s) - ‘pdf-examples/text_3_pages.pdf’ saved [9487/9487]\n", + "\n" + ] + } + ], + "source": [ + "!mkdir pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf -P pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf -P pdf-examples" + ] + }, + { + "cell_type": "code", + "source": [ + "!mkdir scattered-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf -P scattered-pdf-files" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "WNBXvLfWhIN9", + "outputId": "f420fbe6-34cf-4ddb-bea0-58b527dd6a96" + }, + "execution_count": 8, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.108.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 1563 (1.5K) [application/octet-stream]\n", + "Saving to: ‘scattered-pdf-files/unsorted_text.pdf’\n", + "\n", + "unsorted_text.pdf 100%[===================>] 1.53K --.-KB/s in 0s \n", + "\n", + "2025-06-05 21:14:44 (23.5 MB/s) - ‘scattered-pdf-files/unsorted_text.pdf’ saved [1563/1563]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!mkdir coordinates-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf -P coordinates-pdf-files" + ], + "metadata": { + "id": "vbqANFcvf9dF", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "2edd3a7e-922a-4eb3-fc9f-6ddd3714a47b" + }, + "execution_count": 9, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.110.133, 185.199.109.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 19436 (19K) [application/octet-stream]\n", + "Saving to: ‘coordinates-pdf-files/ligatures_text.pdf’\n", + "\n", + "ligatures_text.pdf 100%[===================>] 18.98K --.-KB/s in 0.006s \n", + "\n", + "2025-06-05 21:14:45 (3.24 MB/s) - ‘coordinates-pdf-files/ligatures_text.pdf’ saved [19436/19436]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!ls -lh coordinates-pdf-files" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "tIo_swb0Q79-", + "outputId": "feace60d-57d1-4a7b-80eb-73b22c34a38e" + }, + "execution_count": 10, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "total 20K\n", + "-rw-r--r-- 1 root root 19K Jun 5 21:14 ligatures_text.pdf\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Let's install some packages to visualize the PDFs documents" + ], + "metadata": { + "id": "gDhne71P2pFm" + } + }, + { + "cell_type": "code", + "source": [ + "!apt-get install poppler-utils\n", + "!pip install pdf2image" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "O8eOC4s_jN3p", + "outputId": "b90c0174-0896-4c46-f509-bc023338eeb5" + }, + "execution_count": 11, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Reading package lists... Done\n", + "Building dependency tree... Done\n", + "Reading state information... Done\n", + "The following NEW packages will be installed:\n", + " poppler-utils\n", + "0 upgraded, 1 newly installed, 0 to remove and 35 not upgraded.\n", + "Need to get 186 kB of archives.\n", + "After this operation, 697 kB of additional disk space will be used.\n", + "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.8 [186 kB]\n", + "Fetched 186 kB in 1s (126 kB/s)\n", + "Selecting previously unselected package poppler-utils.\n", + "(Reading database ... 126111 files and directories currently installed.)\n", + "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.8_amd64.deb ...\n", + "Unpacking poppler-utils (22.02.0-2ubuntu0.8) ...\n", + "Setting up poppler-utils (22.02.0-2ubuntu0.8) ...\n", + "Processing triggers for man-db (2.10.2-1) ...\n", + "Collecting pdf2image\n", + " Downloading pdf2image-1.17.0-py3-none-any.whl.metadata (6.2 kB)\n", + "Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from pdf2image) (11.2.1)\n", + "Downloading pdf2image-1.17.0-py3-none-any.whl (11 kB)\n", + "Installing collected packages: pdf2image\n", + "Successfully installed pdf2image-1.17.0\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "EoFI66NAdalE" + }, + "source": [ + "## Parsing PDFs from Local Files\n", + "Use the `pdf()` method to parse Excel content from local directories." + ] + }, + { + "cell_type": "markdown", + "source": [ + "- Update introduced in SparkNLP X.Y.Z: pdf reader now also identifies the pages for each PDF file" + ], + "metadata": { + "id": "2F4nniCYzA88" + } + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "id": "bAkMjJ1vdalE", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "f18cbe9f-e469-49c7-c435-8b336ae0f91e" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595| NULL| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ], + "source": [ + "import sparknlp\n", + "\n", + "pdf_df = sparknlp.read().pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "code", + "source": [ + "pdf_df.printSchema()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VWbUgoVQrO8m", + "outputId": "d612ddd7-1785-4d22-e6f1-c7b87d07af5d" + }, + "execution_count": 13, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "root\n", + " |-- path: string (nullable = true)\n", + " |-- modificationTime: timestamp (nullable = true)\n", + " |-- length: long (nullable = true)\n", + " |-- text: string (nullable = true)\n", + " |-- positions: array (nullable = true)\n", + " | |-- element: struct (containsNull = true)\n", + " | | |-- mapping: array (nullable = true)\n", + " | | | |-- element: struct (containsNull = true)\n", + " | | | | |-- c: string (nullable = true)\n", + " | | | | |-- x: float (nullable = false)\n", + " | | | | |-- y: float (nullable = false)\n", + " | | | | |-- width: float (nullable = false)\n", + " | | | | |-- height: float (nullable = false)\n", + " | | | | |-- fontSize: integer (nullable = false)\n", + " | | | | |-- source: string (nullable = true)\n", + " |-- height_dimension: integer (nullable = true)\n", + " |-- width_dimension: integer (nullable = true)\n", + " |-- content: binary (nullable = true)\n", + " |-- exception: string (nullable = true)\n", + " |-- pagenum: integer (nullable = true)\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "You can also use DFS file systems like:\n", + "- Databricks: `dbfs://`\n", + "- HDFS: `hdfs://`\n", + "- Microsoft Fabric OneLake: `abfss://`" + ], + "metadata": { + "id": "BB2FEfegGuxl" + } + }, + { + "cell_type": "markdown", + "source": [ + "### Configuration Parameters" + ], + "metadata": { + "id": "C1KhfLcCPizR" + } + }, + { + "cell_type": "markdown", + "source": [ + "You can customize the behavior of PDF reader with some parameters." + ], + "metadata": { + "id": "OUSSGmjrPnPY" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `storeSplittedPdf`: By default, it's `false`. When it's `true` it stores bytes content of splitted pdf in `content` column" + ], + "metadata": { + "id": "7jefzVyEP8f_" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"storeSplittedPdf\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "gDJyUi_9R4fr", + "outputId": "971e4ca5-9533-418c-ccf5-3532e3b70db1" + }, + "execution_count": 14, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension| content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `setSplitPage`: Introduced in SparkNLP X.Y.Z. By default, it's `true`. When it's `false` it does not identify pages in the PDF documents" + ], + "metadata": { + "id": "gRlyYVs4yeev" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"splitPage\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3BLsKZ0_y1yk", + "outputId": "02ab56f8-e5e9-4300-b140-0b81b21f1881" + }, + "execution_count": 15, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is a page.\\n...| NULL| 841| 595| NULL| NULL| 0|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `onlyPageNum`: Introduced in SparkNLP X.Y.Z. By default, it's `false`. When it's `true` it only identifies page numbers in the PDF documents." + ], + "metadata": { + "id": "2MuCHkIkKXCK" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"onlyPageNum\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "id": "wMmySMmCKcQu", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "663edc53-b638-4d00-fc25-79e4ad314577" + }, + "execution_count": 16, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length|text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 2|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 3|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `setTextStripper`: Introduced in SparkNLP X.Y.Z. It can have two vaules:\n", + " - PDFTextStripper: This is the default. It extracts text from a PDF, but the output often loses the original layout and formatting.\n", + " - PDFLayoutTextStripper: This customized version enhances PDF Text Stripper by preserving the visual layout." + ], + "metadata": { + "id": "-VwMbGLYJQyI" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `sort`: Introduced in SparkNLP X.Y.Z. It's default is `false`. We suggest to set it as `true` when using PDFLayoutTextStripper because it sorts and organizes text positions to retain a structure closer to the original document." + ], + "metadata": { + "id": "ma0Oclru10tW" + } + }, + { + "cell_type": "markdown", + "source": [ + "To better understand the benefit of using `PDFLayoutTextStripper` and `sort` let's check the PDF below" + ], + "metadata": { + "id": "GQm2LdeZz-UX" + } + }, + { + "cell_type": "code", + "source": [ + "from pdf2image import convert_from_path\n", + "from IPython.display import display\n", + "\n", + "pdf_path = \"./scattered-pdf-files/unsorted_text.pdf\"\n", + "\n", + "images = convert_from_path(pdf_path)\n", + "for img in images:\n", + " display(img)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "ofoU4NstkQSG", + "outputId": "b98710f4-5dc9-42e5-cade-1ed8c138509b" + }, + "execution_count": 17, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "image/png": "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\n", + "image/jpeg": "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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Now, let's see at the result of parsing this scattered PDF:" + ], + "metadata": { + "id": "Ty4AmHUO0-9b" + } + }, + { + "cell_type": "code", + "source": [ + "pdf_df = sparknlp.read().pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "9hWt1eR3i6fG", + "outputId": "e37d5db4-12bc-487d-fc6e-8e1bb882440f" + }, + "execution_count": 18, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|text |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|Hello, this is line 1.\\nLine 3 should be below line 2.\\nThis is line 2, but it's placed above line 3.\\nFinally, this is line 4, far away.\\nA random heading up here.\\n|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the result output and the PDF above content is not necessarily stored in reading order. It may be scattered due to:\n", + "\n", + "- Different text extraction strategies.\n", + "- Complex PDF layouts with multiple columns, tables, etc." + ], + "metadata": { + "id": "DEfkdP6S0cQ3" + } + }, + { + "cell_type": "markdown", + "source": [ + "Through `PDFLayoutTextStripper` and sorting we can ensure that text is arranged in a human-readable order, following a logical left-to-right and top-to-bottom flow, as shown below:" + ], + "metadata": { + "id": "WLmZxOxg0uo9" + } + }, + { + "cell_type": "code", + "source": [ + "from pyspark.sql.functions import *\n", + "\n", + "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(trim(regexp_replace(col(\"text\"), \"\\\\s+\", \" \"))).show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "NlILhGJ4LNwA", + "outputId": "08af5468-20a4-4d31-f2b6-38393106718e" + }, + "execution_count": 19, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|trim(regexp_replace(text, \\s+, , 1)) |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|A random heading up here. Hello, this is line 1. This is line 2, but it's placed above line 3. Line 3 should be below line 2. Finally, this is line 4, far away.|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `extractCoordinates`: Introuced in SparkNLP X.Y.Z, by default is `false`. When it's `true` force extracting coordinates of text in a `positions` column" + ], + "metadata": { + "id": "1Rzp2aMobtCH" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `normalizeLigatures`: This parameter was introduced in SparkNLP X.Y.Z. By default, it is set to `true`, meaning that ligatures are automatically mapped to their corresponding individual characters. When set to `false`, ligatures remain unchanged in the text." + ], + "metadata": { + "id": "gbWFhCbKcUrT" + } + }, + { + "cell_type": "markdown", + "source": [ + "**What Are Ligatures?**" + ], + "metadata": { + "id": "U5viLWJDcp9J" + } + }, + { + "cell_type": "markdown", + "source": [ + "Ligatures are special character combinations that merge two or more letters into a single glyph. They are commonly used in typography to enhance readability, aesthetics, and spacing between certain letter pairs.\n", + "\n", + "Currently, the PDF reader maps the following ligatures:\n", + "\n", + "| Ligature | Mapped To |\n", + "|----------|-----------|\n", + "| **ff** | `[\"f\", \"f\"]` |\n", + "| **fi** | `[\"f\", \"i\"]` |\n", + "| **fl** | `[\"f\", \"l\"]` |\n", + "| **ffi** | `[\"f\", \"f\", \"i\"]` |\n", + "| **ffl** | `[\"f\", \"f\", \"l\"]` |\n", + "| **st** | `[\"s\", \"t\"]` |\n", + "| **œ** | `[\"o\", \"e\"]` |\n", + "\n", + "By enabling `normalizeLigatures`, SparkNLP ensures consistent text representation by replacing these ligatures with their standard character equivalents.\n" + ], + "metadata": { + "id": "FbN8CqFId-2P" + } + }, + { + "cell_type": "markdown", + "source": [ + "The helper function below helps to illustrate the use of `normalizeLigatures` parameter:" + ], + "metadata": { + "id": "52aFrZ5m0qPs" + } + }, + { + "cell_type": "code", + "source": [ + "from pyspark.sql import DataFrame\n", + "from pyspark.sql.functions import col, explode\n", + "\n", + "def filter_records_with_c(df: DataFrame, target_value: str = \"œ\") -> DataFrame:\n", + " df_exploded = df.withColumn(\"positions_exploded\", explode(col(\"positions\")))\n", + " df_exploded = df_exploded.withColumn(\"mapping_exploded\", explode(col(\"positions_exploded.mapping\")))\n", + " filtered_df = df_exploded.filter(col(\"mapping_exploded.c\") == target_value)\n", + "\n", + " return filtered_df" + ], + "metadata": { + "id": "V_sdfQD50ixc" + }, + "execution_count": 20, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "params = {\"extractCoordinates\": \"true\", \"normalizeLigatures\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ], + "metadata": { + "id": "Erm_EsDgfs-h", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "7510d3ed-9666-4b1a-a279-9563cde6b01f" + }, + "execution_count": 21, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+-------------------------------------------------------------------------+\n", + "|text |\n", + "+-------------------------------------------------------------------------+\n", + "|This is an example with ligatures: \\n \\nI love fine flowers and œuvre. \\n|\n", + "+-------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the dataframe we have a text with a ligature and we can find its coordinate performing some operations in the `positions` column (see `filter_records_with_c` function)." + ], + "metadata": { + "id": "NFa5UxfXQEYq" + } + }, + { + "cell_type": "code", + "source": [ + "ligatures_df = filter_records_with_c(pdf_df)\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yPdfJlyFzrfl", + "outputId": "92c9d509-0e20-45d8-b76f-067df3b3a30f" + }, + "execution_count": 22, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{œ, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "In the example above the coordinates for ligature `œ` starts with `(211.21817, 112.84473)`. Now, when we let `normalizeLigatures` as `true`, we will get those coordinates for `o` and `e` chars respectively as we can see beloww:" + ], + "metadata": { + "id": "mAiumsO42zmy" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"extractCoordinates\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"positions\").show(truncate=False)" + ], + "metadata": { + "id": "Y1Uj9bqacAIX", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "99616961-80d2-4f6b-820f-1cf558ad3f03" + }, + "execution_count": 23, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|positions |\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|[{[{T, 72.0, 75.81787, 8.551758, 9.313965, 0, pdf}, {h, 80.54698, 75.81787, 7.786133, 9.313965, 0, pdf}, {i, 88.32877, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 91.43739, 75.81787, 7.0, 9.313965, 0, pdf}, { , 98.43349, 75.81787, 3.8896484, 9.313965, 0, pdf}, {i, 102.32096, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 105.42958, 75.81787, 7.0, 9.313965, 0, pdf}, { , 112.425674, 75.81787, 3.8896484, 9.313965, 0, pdf}, {a, 116.31315, 75.81787, 7.786133, 9.313965, 0, pdf}, {n, 124.09494, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 131.87672, 75.81787, 3.8896484, 9.313965, 0, pdf}, {e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf}, {x, 143.54599, 75.81787, 7.0, 9.313965, 0, pdf}, {a, 150.54208, 75.81787, 7.786133, 9.313965, 0, pdf}, {m, 158.32387, 75.81787, 11.662125, 9.313965, 0, pdf}, {p, 169.97948, 75.81787, 7.786133, 9.313965, 0, pdf}, {l, 177.76126, 75.81787, 3.1103516, 9.313965, 0, pdf}, {e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 188.65167, 75.81787, 3.8896484, 9.313965, 0, pdf}, {w, 192.53914, 75.81787, 10.110352, 9.313965, 0, pdf}, {i, 202.64386, 75.81787, 3.1103516, 9.313965, 0, pdf}, {t, 205.75247, 75.81787, 3.8896484, 9.313965, 0, pdf}, {h, 209.63995, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 217.42174, 75.81787, 3.8896484, 9.313965, 0, pdf}, {l, 221.3092, 75.81787, 3.1103668, 9.313965, 0, pdf}, {i, 224.41783, 75.81787, 3.1103516, 9.313965, 0, pdf}, {g, 227.52644, 75.81787, 7.786133, 9.313965, 0, pdf}, {a, 235.30823, 75.81787, 7.786133, 9.313965, 0, pdf}, {t, 243.09003, 75.81787, 3.8896484, 9.313965, 0, pdf}, {u, 246.9775, 75.81787, 7.786148, 9.313965, 0, pdf}, {r, 254.75928, 75.81787, 4.6621094, 9.313965, 0, pdf}, {e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf}, {s, 267.2006, 75.81787, 7.0, 9.313965, 0, pdf}, {:, 274.1967, 75.81787, 3.8896484, 9.313965, 0, pdf}, { , 278.08417, 75.81787, 3.889618, 9.313965, 0, pdf}, { , 72.0, 94.3313, 3.8896484, 9.313965, 0, pdf}, {I, 72.0, 112.84473, 3.8896484, 9.313965, 0, pdf}, { , 75.88748, 112.84473, 3.8896408, 9.313965, 0, pdf}, {l, 79.774956, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}, {v, 90.66536, 112.84473, 7.0, 9.313965, 0, pdf}, {e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 105.44324, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 109.33072, 112.84473, 0.0, 9.313965, 0, pdf}, {i, 109.33072, 112.84473, 7.0, 9.313965, 0, pdf}, {n, 116.32681, 112.84473, 7.786133, 9.313965, 0, pdf}, {e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 131.89038, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 135.77786, 112.84473, 3.8896484, 9.313965, 0, pdf}, {l, 139.66534, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}, {w, 150.55576, 112.84473, 10.110352, 9.313965, 0, pdf}, {e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf}, {r, 168.44225, 112.84473, 4.6621094, 9.313965, 0, pdf}, {s, 173.10175, 112.84473, 7.0, 9.313965, 0, pdf}, { , 180.09784, 112.84473, 3.8896637, 9.313965, 0, pdf}, {a, 183.98532, 112.84473, 7.786133, 9.313965, 0, pdf}, {n, 191.76712, 112.84473, 7.786133, 9.313965, 0, pdf}, {d, 199.5489, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 207.33069, 112.84473, 3.8896484, 9.313965, 0, pdf}, {o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf}, {e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}, {u, 224.42465, 112.84473, 7.786148, 9.313965, 0, pdf}, {v, 232.20645, 112.84473, 7.0, 9.313965, 0, pdf}, {r, 239.20255, 112.84473, 4.6621094, 9.313965, 0, pdf}, {e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf}, {., 251.64383, 112.84473, 3.8896637, 9.313965, 0, pdf}, { , 255.53131, 112.84473, 3.8896484, 9.313965, 0, pdf}]}]|\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df)\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "95HEjR9j014q", + "outputId": "2842c792-17f5-4572-d71a-2b62772808a5" + }, + "execution_count": 24, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+----------------+\n", + "|mapping_exploded|\n", + "+----------------+\n", + "+----------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df, target_value = \"o\")\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TO4Mpo6T1Gtn", + "outputId": "a155f5e3-a705-416c-b323-ec3854297455" + }, + "execution_count": 25, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+-----------------------------------------------------+\n", + "|mapping_exploded |\n", + "+-----------------------------------------------------+\n", + "|{o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf} |\n", + "+-----------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "ligatures_df = filter_records_with_c(pdf_df, target_value = \"e\")\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "0sptUO-K2PVN", + "outputId": "a758cff6-c308-4a2f-d9b3-47a7891b4812" + }, + "execution_count": 26, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf} |\n", + "|{e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "|{e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf} |\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the example above you can check the coordinates `(211.21817, 112.84473)` for characters `o` and `e`, whereas if you set `normalizeLigatures` to `false` you will get those coordinates for ligature `œ`" + ], + "metadata": { + "id": "2Tp0oXSWffiY" + } } - ], - "source": [ - "from pyspark.sql.functions import col, regexp_replace, trim\n", - "\n", - "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"false\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-files/unsorted_text.pdf\")\n", - "cleaned_df = pdf_df.select(trim(regexp_replace(col(\"text\"), r\"\\s+\", \" \")).alias(\"text\"))\n", - "cleaned_df.show(truncate=False)" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "nPRkmpAyzrIF" - }, - "source": [ - "Check the PDF example below to visualize when these parameters will be useful depending on the layout of your PDF documents" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "metadata": { + ], + "metadata": { "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "id": "5inAul1yzQ6K", - "outputId": "82d4d720-ffb5-4ad4-f354-47947716049a" - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading package lists... Done\n", - "Building dependency tree... Done\n", - "Reading state information... Done\n", - "The following NEW packages will be installed:\n", - " poppler-utils\n", - "0 upgraded, 1 newly installed, 0 to remove and 34 not upgraded.\n", - "Need to get 186 kB of archives.\n", - "After this operation, 697 kB of additional disk space will be used.\n", - "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.8 [186 kB]\n", - "Fetched 186 kB in 1s (312 kB/s)\n", - "Selecting previously unselected package poppler-utils.\n", - "(Reading database ... 126102 files and directories currently installed.)\n", - "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.8_amd64.deb ...\n", - "Unpacking poppler-utils (22.02.0-2ubuntu0.8) ...\n", - "Setting up poppler-utils (22.02.0-2ubuntu0.8) ...\n", - "Processing triggers for man-db (2.10.2-1) ...\n", - "Collecting pdf2image\n", - " Downloading pdf2image-1.17.0-py3-none-any.whl.metadata (6.2 kB)\n", - "Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from pdf2image) (11.2.1)\n", - "Downloading pdf2image-1.17.0-py3-none-any.whl (11 kB)\n", - "Installing collected packages: pdf2image\n", - "Successfully installed pdf2image-1.17.0\n", - "Page 1\n" - ] - }, - { - "data": { - "image/jpeg": "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\n", - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" } - ], - "source": [ - "!apt-get install -y poppler-utils\n", - "!pip install pdf2image\n", - "\n", - "from pdf2image import convert_from_path\n", - "from PIL import Image\n", - "import os\n", - "\n", - "pdf_path = './pdf-files/unsorted_text.pdf'\n", - "\n", - "pages = convert_from_path(pdf_path, dpi=200)\n", - "\n", - "for i, page in enumerate(pages):\n", - " print(f\"Page {i+1}\")\n", - " display(page)" - ] - } - ], - "metadata": { - "colab": { - "provenance": [] - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" - } - }, - "nbformat": 4, - "nbformat_minor": 1 -} + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file From 940268ba90167db1905fcdb730f3851899c10a47 Mon Sep 17 00:00:00 2001 From: Danilo Burbano Date: Mon, 9 Jun 2025 12:30:55 -0500 Subject: [PATCH 3/5] [SPARKNLP-1161] Fix typos in PDF reader Demo notebook [skip test] --- .../reader/SparkNLP_PDF_Reader_Demo.ipynb | 2055 ++++++++--------- 1 file changed, 966 insertions(+), 1089 deletions(-) diff --git a/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb index c654497a612da1..b20624322a41ac 100644 --- a/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb +++ b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb @@ -1,1095 +1,972 @@ { - "cells": [ - { - "cell_type": "markdown", - "metadata": { - "id": "tzcU5p2gdak9" - }, - "source": [ - "# Introducing PDF reader in SparkNLP\n", - "This notebook showcases the newly added `sparknlp.read().pdf()` method in Spark NLP that parses PDF content from both local files and distributed file systems into a Spark DataFrame." - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "xrvHhiTAdfGd", - "outputId": "1981f194-8781-4190-8f94-f7a861b61585" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Mounted at /content/drive\n" - ] - } - ], - "source": [ - "from google.colab import drive\n", - "drive.mount('/content/drive')" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": { - "id": "mjV3NcQ8eA52" - }, - "outputs": [], - "source": [ - "!cp drive/MyDrive/JSL/sparknlp/sparknlp.jar .\n", - "!cp drive/MyDrive/JSL/sparknlp/spark_nlp-6.0.2-py2.py3-none-any.whl ." - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "FuWVW6HPXRQw", - "outputId": "faeb2283-4b13-4379-9d20-8313cde4c5ef" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "env: PYSPARK=3.4.0\n" - ] - } - ], - "source": [ - "%env PYSPARK=3.4.0" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "pEmutNjReCgc", - "outputId": "aa15d1f3-1f35-4b04-b156-4401b1ef8970" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Requirement already satisfied: PYSPARK in /usr/local/lib/python3.11/dist-packages (3.5.1)\n", - "Requirement already satisfied: py4j==0.10.9.7 in /usr/local/lib/python3.11/dist-packages (from PYSPARK) (0.10.9.7)\n" - ] - } - ], - "source": [ - "!pip install PYSPARK" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "3qjPeDjvfCpA", - "outputId": "26a7f0b8-2a8d-4be0-dc7a-bcba931b9008" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Processing ./spark_nlp-6.0.2-py2.py3-none-any.whl\n", - "Installing collected packages: spark-nlp\n", - "Successfully installed spark-nlp-6.0.2\n" - ] - } - ], - "source": [ - "!pip install spark_nlp-6.0.2-py2.py3-none-any.whl" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "DczWop6QeE8F", - "outputId": "f917cf92-def5-4f4f-d37e-03491e17583d" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Apache Spark version: 3.5.1\n" - ] - } - ], - "source": [ - "# import sparknlp\n", - "# # let's start Spark with Spark NLP\n", - "# spark = sparknlp.start()\n", - "\n", - "from pyspark.sql import SparkSession\n", - "\n", - "spark = SparkSession.builder \\\n", - " .appName(\"SparkNLP\") \\\n", - " .master(\"local[*]\") \\\n", - " .config(\"spark.driver.memory\", \"12G\") \\\n", - " .config(\"spark.serializer\", \"org.apache.spark.serializer.KryoSerializer\") \\\n", - " .config(\"spark.kryoserializer.buffer.max\", \"2000M\") \\\n", - " .config(\"spark.driver.maxResultSize\", \"0\") \\\n", - " .config(\"spark.jars\", \"./sparknlp.jar\") \\\n", - " .getOrCreate()\n", - "\n", - "\n", - "print(\"Apache Spark version: {}\".format(spark.version))" - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "RFOFhaEedalB" - }, - "source": [ - "## Setup and Initialization\n", - "Let's keep in mind a few things before we start 😊\n", - "\n", - "Support for reading pdf files was introduced in Spark NLP 5.5.2 Please make sure you have upgraded to the latest Spark NLP release.\n", - "\n", - "For local files example we will download a couple of PDF files from Spark NLP Github repo:" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "id": "ya8qZe00dalC", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "b9493ab5-5c35-46a5-b112-5d5079326dcb" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "--2025-06-05 21:14:42-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 25803 (25K) [application/octet-stream]\n", - "Saving to: ‘pdf-examples/pdf-title.pdf’\n", - "\n", - "pdf-title.pdf 100%[===================>] 25.20K --.-KB/s in 0.009s \n", - "\n", - "2025-06-05 21:14:43 (2.82 MB/s) - ‘pdf-examples/pdf-title.pdf’ saved [25803/25803]\n", - "\n", - "--2025-06-05 21:14:43-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 9487 (9.3K) [application/octet-stream]\n", - "Saving to: ‘pdf-examples/text_3_pages.pdf’\n", - "\n", - "text_3_pages.pdf 100%[===================>] 9.26K --.-KB/s in 0.001s \n", - "\n", - "2025-06-05 21:14:44 (7.53 MB/s) - ‘pdf-examples/text_3_pages.pdf’ saved [9487/9487]\n", - "\n" - ] - } - ], - "source": [ - "!mkdir pdf-examples\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf -P pdf-examples\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf -P pdf-examples" - ] - }, - { - "cell_type": "code", - "source": [ - "!mkdir scattered-pdf-files\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf -P scattered-pdf-files" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "WNBXvLfWhIN9", - "outputId": "f420fbe6-34cf-4ddb-bea0-58b527dd6a96" - }, - "execution_count": 8, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.108.133, 185.199.110.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 1563 (1.5K) [application/octet-stream]\n", - "Saving to: ‘scattered-pdf-files/unsorted_text.pdf’\n", - "\n", - "unsorted_text.pdf 100%[===================>] 1.53K --.-KB/s in 0s \n", - "\n", - "2025-06-05 21:14:44 (23.5 MB/s) - ‘scattered-pdf-files/unsorted_text.pdf’ saved [1563/1563]\n", - "\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "!mkdir coordinates-pdf-files\n", - "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf -P coordinates-pdf-files" - ], - "metadata": { - "id": "vbqANFcvf9dF", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "2edd3a7e-922a-4eb3-fc9f-6ddd3714a47b" - }, - "execution_count": 9, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf\n", - "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.110.133, 185.199.109.133, ...\n", - "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", - "HTTP request sent, awaiting response... 200 OK\n", - "Length: 19436 (19K) [application/octet-stream]\n", - "Saving to: ‘coordinates-pdf-files/ligatures_text.pdf’\n", - "\n", - "ligatures_text.pdf 100%[===================>] 18.98K --.-KB/s in 0.006s \n", - "\n", - "2025-06-05 21:14:45 (3.24 MB/s) - ‘coordinates-pdf-files/ligatures_text.pdf’ saved [19436/19436]\n", - "\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "!ls -lh coordinates-pdf-files" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "tIo_swb0Q79-", - "outputId": "feace60d-57d1-4a7b-80eb-73b22c34a38e" - }, - "execution_count": 10, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "total 20K\n", - "-rw-r--r-- 1 root root 19K Jun 5 21:14 ligatures_text.pdf\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "Let's install some packages to visualize the PDFs documents" - ], - "metadata": { - "id": "gDhne71P2pFm" - } - }, - { - "cell_type": "code", - "source": [ - "!apt-get install poppler-utils\n", - "!pip install pdf2image" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "O8eOC4s_jN3p", - "outputId": "b90c0174-0896-4c46-f509-bc023338eeb5" - }, - "execution_count": 11, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Reading package lists... Done\n", - "Building dependency tree... Done\n", - "Reading state information... Done\n", - "The following NEW packages will be installed:\n", - " poppler-utils\n", - "0 upgraded, 1 newly installed, 0 to remove and 35 not upgraded.\n", - "Need to get 186 kB of archives.\n", - "After this operation, 697 kB of additional disk space will be used.\n", - "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.8 [186 kB]\n", - "Fetched 186 kB in 1s (126 kB/s)\n", - "Selecting previously unselected package poppler-utils.\n", - "(Reading database ... 126111 files and directories currently installed.)\n", - "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.8_amd64.deb ...\n", - "Unpacking poppler-utils (22.02.0-2ubuntu0.8) ...\n", - "Setting up poppler-utils (22.02.0-2ubuntu0.8) ...\n", - "Processing triggers for man-db (2.10.2-1) ...\n", - "Collecting pdf2image\n", - " Downloading pdf2image-1.17.0-py3-none-any.whl.metadata (6.2 kB)\n", - "Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from pdf2image) (11.2.1)\n", - "Downloading pdf2image-1.17.0-py3-none-any.whl (11 kB)\n", - "Installing collected packages: pdf2image\n", - "Successfully installed pdf2image-1.17.0\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "metadata": { - "id": "EoFI66NAdalE" - }, - "source": [ - "## Parsing PDFs from Local Files\n", - "Use the `pdf()` method to parse Excel content from local directories." - ] - }, - { - "cell_type": "markdown", - "source": [ - "- Update introduced in SparkNLP X.Y.Z: pdf reader now also identifies the pages for each PDF file" - ], - "metadata": { - "id": "2F4nniCYzA88" - } - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": { - "id": "bAkMjJ1vdalE", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "f18cbe9f-e469-49c7-c435-8b336ae0f91e" - }, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595| NULL| NULL| 1|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595| NULL| NULL| 2|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ], - "source": [ - "import sparknlp\n", - "\n", - "pdf_df = sparknlp.read().pdf(\"./pdf-examples\")\n", - "pdf_df.show()" - ] - }, - { - "cell_type": "code", - "source": [ - "pdf_df.printSchema()" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "VWbUgoVQrO8m", - "outputId": "d612ddd7-1785-4d22-e6f1-c7b87d07af5d" - }, - "execution_count": 13, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "root\n", - " |-- path: string (nullable = true)\n", - " |-- modificationTime: timestamp (nullable = true)\n", - " |-- length: long (nullable = true)\n", - " |-- text: string (nullable = true)\n", - " |-- positions: array (nullable = true)\n", - " | |-- element: struct (containsNull = true)\n", - " | | |-- mapping: array (nullable = true)\n", - " | | | |-- element: struct (containsNull = true)\n", - " | | | | |-- c: string (nullable = true)\n", - " | | | | |-- x: float (nullable = false)\n", - " | | | | |-- y: float (nullable = false)\n", - " | | | | |-- width: float (nullable = false)\n", - " | | | | |-- height: float (nullable = false)\n", - " | | | | |-- fontSize: integer (nullable = false)\n", - " | | | | |-- source: string (nullable = true)\n", - " |-- height_dimension: integer (nullable = true)\n", - " |-- width_dimension: integer (nullable = true)\n", - " |-- content: binary (nullable = true)\n", - " |-- exception: string (nullable = true)\n", - " |-- pagenum: integer (nullable = true)\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "You can also use DFS file systems like:\n", - "- Databricks: `dbfs://`\n", - "- HDFS: `hdfs://`\n", - "- Microsoft Fabric OneLake: `abfss://`" - ], - "metadata": { - "id": "BB2FEfegGuxl" - } - }, - { - "cell_type": "markdown", - "source": [ - "### Configuration Parameters" - ], - "metadata": { - "id": "C1KhfLcCPizR" - } - }, - { - "cell_type": "markdown", - "source": [ - "You can customize the behavior of PDF reader with some parameters." - ], - "metadata": { - "id": "OUSSGmjrPnPY" - } - }, - { - "cell_type": "markdown", - "source": [ - "- `storeSplittedPdf`: By default, it's `false`. When it's `true` it stores bytes content of splitted pdf in `content` column" - ], - "metadata": { - "id": "7jefzVyEP8f_" - } - }, - { - "cell_type": "code", - "source": [ - "params = {\"storeSplittedPdf\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", - "pdf_df.show()" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "gDJyUi_9R4fr", - "outputId": "971e4ca5-9533-418c-ccf5-3532e3b70db1" - }, - "execution_count": 14, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", - "| path| modificationTime|length| text|positions|height_dimension|width_dimension| content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596|[25 50 44 46 2D 3...| NULL| 0|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 1|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 2|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "- `setSplitPage`: Introduced in SparkNLP X.Y.Z. By default, it's `true`. When it's `false` it does not identify pages in the PDF documents" - ], - "metadata": { - "id": "gRlyYVs4yeev" - } - }, - { - "cell_type": "code", - "source": [ - "params = {\"splitPage\": \"false\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", - "pdf_df.show()" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "3BLsKZ0_y1yk", - "outputId": "02ab56f8-e5e9-4300-b140-0b81b21f1881" - }, - "execution_count": 15, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is a page.\\n...| NULL| 841| 595| NULL| NULL| 0|\n", - "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "- `onlyPageNum`: Introduced in SparkNLP X.Y.Z. By default, it's `false`. When it's `true` it only identifies page numbers in the PDF documents." - ], - "metadata": { - "id": "2MuCHkIkKXCK" - } - }, - { - "cell_type": "code", - "source": [ - "params = {\"onlyPageNum\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", - "pdf_df.show()" - ], - "metadata": { - "id": "wMmySMmCKcQu", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "663edc53-b638-4d00-fc25-79e4ad314577" - }, - "execution_count": 16, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", - "| path| modificationTime|length|text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", - "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 25803| | NULL| 1| 1| NULL| NULL| 1|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 1|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 2|\n", - "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 3|\n", - "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "- `setTextStripper`: Introduced in SparkNLP X.Y.Z. It can have two vaules:\n", - " - PDFTextStripper: This is the default. It extracts text from a PDF, but the output often loses the original layout and formatting.\n", - " - PDFLayoutTextStripper: This customized version enhances PDF Text Stripper by preserving the visual layout." - ], - "metadata": { - "id": "-VwMbGLYJQyI" - } - }, - { - "cell_type": "markdown", - "source": [ - "- `sort`: Introduced in SparkNLP X.Y.Z. It's default is `false`. We suggest to set it as `true` when using PDFLayoutTextStripper because it sorts and organizes text positions to retain a structure closer to the original document." - ], - "metadata": { - "id": "ma0Oclru10tW" - } - }, - { - "cell_type": "markdown", - "source": [ - "To better understand the benefit of using `PDFLayoutTextStripper` and `sort` let's check the PDF below" - ], - "metadata": { - "id": "GQm2LdeZz-UX" - } - }, - { - "cell_type": "code", - "source": [ - "from pdf2image import convert_from_path\n", - "from IPython.display import display\n", - "\n", - "pdf_path = \"./scattered-pdf-files/unsorted_text.pdf\"\n", - "\n", - "images = convert_from_path(pdf_path)\n", - "for img in images:\n", - " display(img)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/", - "height": 1000 - }, - "id": "ofoU4NstkQSG", - "outputId": "b98710f4-5dc9-42e5-cade-1ed8c138509b" - }, - "execution_count": 17, - "outputs": [ - { - "output_type": "display_data", - "data": { - "text/plain": [ - "" - ], - "image/png": "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\n", - "image/jpeg": "/9j/4AAQSkZJRgABAQAAAQABAAD/2wBDAAgGBgcGBQgHBwcJCQgKDBQNDAsLDBkSEw8UHRofHh0aHBwgJC4nICIsIxwcKDcpLDAxNDQ0Hyc5PTgyPC4zNDL/2wBDAQkJCQwLDBgNDRgyIRwhMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjIyMjL/wAARCAkjBnYDASIAAhEBAxEB/8QAHwAAAQUBAQEBAQEAAAAAAAAAAAECAwQFBgcICQoL/8QAtRAAAgEDAwIEAwUFBAQAAAF9AQIDAAQRBRIhMUEGE1FhByJxFDKBkaEII0KxwRVS0fAkM2JyggkKFhcYGRolJicoKSo0NTY3ODk6Q0RFRkdISUpTVFVWV1hZWmNkZWZnaGlqc3R1dnd4eXqDhIWGh4iJipKTlJWWl5iZmqKjpKWmp6ipqrKztLW2t7i5usLDxMXGx8jJytLT1NXW19jZ2uHi4+Tl5ufo6erx8vP09fb3+Pn6/8QAHwEAAwEBAQEBAQEBAQAAAAAAAAECAwQFBgcICQoL/8QAtREAAgECBAQDBAcFBAQAAQJ3AAECAxEEBSExBhJBUQdhcRMiMoEIFEKRobHBCSMzUvAVYnLRChYkNOEl8RcYGRomJygpKjU2Nzg5OkNERUZHSElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6goOEhYaHiImKkpOUlZaXmJmaoqOkpaanqKmqsrO0tba3uLm6wsPExcbHyMnK0tPU1dbX2Nna4uPk5ebn6Onq8vP09fb3+Pn6/9oADAMBAAIRAxEAPwD3+iiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAoormPiF4mHhLwPqerBgLhY/Lth6ytwv5E5+gNAHT0V89/D+zvfht438PQajLIbbxTp6+aZD9y5yWVfqNyr/wBtDX0JQAUUVwF78YvCljbXssr3jSWt41kYEhzJJIM52jPIGOpI7etAHf0VzWpePNB0fwrZeItSuXtbO8iSSBHTMr713Bdozzg89h61zsXxs8MCeFL601nTYZmCx3N7ZFImz7gk4/CgD0eisvXPEFh4f8PXGuXbs9jAiyM0I3kqSACPXqK5a++Lvhu0it2t4dT1F5beO5eKxtTK0KOoZfM5AU4PTOaAO9orA8J+MtF8a6a99o1wzrG2yWORdrxt1ww/qMj8qyfEPxR8P+Htb/sUpf6jqSjMltp1v5zxjr83IHTt1oA6i+1jTdMuLS3vr+2tprt/Lto5pQrTNkDaoPU5I6eoq7XhHjvxVpfirxb8Op9NkkDwa0Ent54zHLC3mQHDKeR/KvXvEvirRvCOmfb9avFt4S21Bgs8jeiqOSf8mgDZorzqL40eGhNCL+z1rTIJm2x3V9YlIm/EE/yrrtf8S6d4c8Nz69euz2EKoxeAbywdgqkc8jLCgDXorgNT+MPhnTkV0i1K+QRJLM9na+YsAZQwDtkAHBGRk4q1cfFTwvFo1lqNvcXF99tDGC1s4GknbacNlP4cH1x7ZoA7WiuV8IfEHQvGr3UOmtcRXdr/AK61uovLlQZxnGSMZ44PHeuqoApS6xpkGrQ6TLf2yajOhkitWlAkdRnkL1I+VvyNXa8Z8YX1rpn7R3hq+vZ0gtbfR5ZJZXOAqhbnmt8/G3wrFdQx3Vvq9pbTNtjvbiyKQt7g53Y/CgD0eiq9zf2lpp8l/cXMUVnHH5rzswCBMZzn0rz9vjb4YIeaCy1u4sEJDX0VgTAPfJIP6UAekUVQ0bWtO8Q6XDqelXSXVpMPkkT9QQeQR6GuS1f4ueG9M1efS7ePUdVvLclZ0022M3lkdQTkDj2zQB3lFcx4T8faD4zM8elzyrdW/wDrrS4jMcsYzjJHcZ44Jx3pPFvj/QvBjW8OpSzSXlz/AKm0tY/MlcZxkDsM8ckZ7dKAN3UdUsNHs2vNSvILO2UgGWeQIoJ6DJqO/wBb0rS7CO/v9RtbWzkICTzSqiMSMjBPHIrxv4qePNI8UfDbULK3jvbK/jlhkNnf25hlKbwNwB4Iz6Guz8UXvhew+GukTeLrNrvTStuqxqpY+Z5ZwcAjtmgDvwQwBByDyCKWuf1/xfpPhZdLW/MyrqMy29v5abgGOMZ54HNc3qPxo8L6fNJtg1W7tI32PfWtoWtwQcH5yRnnuM+1AHolFUdL1jT9a0eDVtPuUmsZ08xJhwMd856YwQc9MVxL/GnwobyaG2TU7y3gbE15a2bSQp6knrj3xQB6JRXM6R490HXfEj6Hptw9xcraLeeYi/u2jO3GG9fnHGPWumoAKKwH8YaWnjSPwoTN/ackH2gfJ8mzBP3s9eDVjxN4jsPCehT6xqZlFpCVD+Um5vmYKOPqaANeiud1zxrpPh/wtB4jvjP9gnEZTy49z/OMrkZrB1X4w+GdMnljji1O/WDieaytTJHCcZIZiQMjvjOKAPQKKyvDviTSvFWkR6po90Li2clScEMjDqrA8g1q0AUrTWNMv726srO/tp7q0O24hilDPEeeGA5HQ9fSrteF+E/EmmeFviR8Rb7VJzHG16kcaIpeSVy8mFRRyTxXc6H8WvDmt69ForRajp1/NxDFqFt5XmHsByeT2zjNAHd0Vk+IvEuk+FdKbUtZvEtrYHaCQSzt2VQOSfpXHxfGrwz5sP2201nTraZgsd3eWJSFs9MMCePwoA9GorK1vxDp+g+HZ9dupGewhRZC8A37lYgAj16iuct/iv4avNe0zRrQ3lxdahHFIpjhGyESKHUSEng4I4GcUAdxRXJeJ/iN4f8ACl9Hp13JcXWpSDctlZQmWXHqR0H4nNR+Hfib4f8AEerf2Sn2yw1PG5bPUIDDI4xnjqD9M5oA7GiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigArwn4xeJ9JuviB4e8N6rdeVo9jKt5qJCM+WIyqFVBP3Rjp/wAtK9yuJhb20s5SRxGhcpGpZmwM4AHJPtXlfwn8OX93e+IPFvibTJYNR1S6Kx295CVaKIc8BhkDkAeyCgDl/iv8QvBfizwtENI1d/7YsLhLmzP2aVDkHDDcVwOOfqor2Twf4gi8VeEtN1qPGbmEGRR0WQcOPwYEVoSaVp0sbRvY2zI4KsDEvIP4V5t8JdO1fwprHiPwneWN6NNguTcafePC3lSISAQHxtJxsOAeu70NAHqteK/BrTbeXx5461KSNXng1B4oWPPlhpJC+PTO1fyr2qvLfhJpOpabr/jiS/0+6tY7nVDJA08LIJV3SfMpI+YcjketAGh8S9T8H6beaJP4g0641TVYpt+mWdtuaQvledgYKRkKPmznsDzXLfETxZrut+ANWtrzwBqFpZvEGN1czoPJwwIYr16ir3xG0/VtH+KHh3xxa6Rdatp9nbm3uILVN8kf+s+bb9JMg9MryRkUvinVvEPxL8LahpWg+HtS02yMLSTXGpxCF5yvzLDEmTkswALZwBn1oAh1GR5f2XEaRizf2XCuT6B1A/QCuw+FOnW2m/DPQlto1Tz7ZbiQgcu7jJJ9fT6ACuDtZdU1X4A6j4d/4RzWrfU7C0igMU1k6+efM/5ZDq2AuTxxmvTPANtPZ/D/AEC2uoJIJ4rGJJIpUKsjBRkEHkGgDgfhlGtr8XfiFbQqEhM6PsXgZ3Of/ZjTPgMq3/8AwlWvTgNfXepMryHrj7+Pzf8AQelaPgPSdRs/i145vbrT7qC1uZEME8sLKkvJ+6xGG/CsLQ5dX+EfirXbO58PapqWgajcfabS406DzShJOFI4GcEA5I+7kZBoAm+LmnW8XxR+HmpIircXGopDKwHLBJoiufpvapvE6LrX7R3hrTLwCSzsrJrhIm5UyYkbdj6qn/fNZPilfFHjDx14N17/AIRvUrTSbbUYlihlgZpkUSIzyyqufLU4AGf7hNdT8RfDutWvjDRPHnh2ya/utNUw3Vmh+eWE7vu+pw7jueRwcUAdd490631TwDrtrcorobGV13D7rKpZW+oIB/CvIRfTX37Js5nYs0O2FWP91bpdo/AYH4V0niTx9q/izw/d6B4c8HeIU1C/iNvJLfWvkxQKwwxLZxnBI5x1z7VL4m8GXWh/s+XHhiwglvr2OKLcltGztJIZ0d9qgZIGT+AoA634d6ba2Xw10C3ihQRzafFLIuOHaRAzk+uSxrgf2eNNtodG168SMeeb82289RGqggD2yxr03wbBNa+BvD9vcRPDPFptskkcilWRhEoIIPIIPauJ+B2lajpPhzWYtS0+6spJNUkkRLmFoyylE+YBgMjg80AUrBFt/wBp7U/KATz9JDSY43HEf/xIr16vLrfStRX9oq61Q6fdDT20oRi7MLeUWwvy78Yz7Zr1GgDxfxnp1tqv7SXhK0vIllgOn+YUYZBKG4dcjuMqK6r40wRT/CbWzIgYxiJ0JH3WEqcj8CR+NZeu6TqU37RXhjVItPun0+HTZElu1hYxRttuOGfGAfmXgnuPWt/4r2V3qPwx1u0sbWa6uZEjCQwRl3bEqHhRyeAaAPNfiTqVynwC8H2yM+L2O0Sbb1dVh3Y/MKfwrrLL4gX2n6dDp9r8MfEkdpDGIkiFtwFAxjpTNa8C3viv4HaJo6Rtb6tZ2dtNDHMChEqR7SjZ5U4LDnocZp1l8VtUs9NjtNZ8D+JTrcaBHS2s98UrgY3K2ehPPAOM96AKfwZtNU0rUfFUd3ot9pGkT3AurKG7iMYjBL7lGeOF2D8BTPDnjDQtLl1G1+HngrVdUt2uC1zdxMRFJJjtJISffHHXOOc11vh9fFniLwbqqeJre2066v0mjtYIwd8EbqQvmHJyRn0B455OBwXw98T6n4B8PHwtqvgvxBLqEE8hjaytPMjm3HOd+QPbIyMCgCHQ9Rvr39o62urzRJdFuLnTmEttJKrtIAhwxK8c7R/3zWp4eVdW/aV8R3N0A506xVLYNz5fEa5H/fT/APfRrKu4fFeifFnS/G+taBf3Vvd2zrJa6ZCbhrMEMqxnHUgbWJ4BLNjpWp4gtdZ8FfFZvHGn6Le6npOqWqw3sNrHulhOFH3f+AKc9PvDIoAuftCadb3Pw7W9kRftFpdxmJ8cgNlWGfQ8H8BWb8aP+SJ6L/11tf8A0U1UviZqniP4ieEGi0XwrrNtp1rKk0n2u2Kz3L52hY41ySo3Fi3sK2vi1o+qan8INIsrDTby6u0kti8EEDPIoETA5UDIweDQBU+O9ut3o/hK2ckJNfrGxHXBUCvVdR0+0Xwxd6clvGtmLN4RCq4UJsIxj0xXnnxf0jUtTtPCK2GnXd2YNRjeYQQtJ5a4HLYHA9zXpuoKz6bdIilmaFwABkk4NAHgvhbUJ7P9l/W5YnYMrywqQeiu6Kf/AEM16l8KtPt9O+GOgx28aqJrVZ5CB953+Yk+vXH4CuO+Hfg+/v8A4Hal4c1K0uNPuruScIl1C0ZViFKMQRnG4D8qPBni7xL4U8PW3hjVvA2vXN/ZAwwTWkAaGVQTtzJnaoHTIyOM0AVfBek2ui/tI+KLKzRY7f8As4yqijAXe0DkAdhljxXtleGfD6HVY/2g/EL615Y1GXS/OmSI5WLeYGEYPfapC574r3OgDyG5/wCToLP/ALBJ/wDQXrY+Of8AySbVP+ukH/o1axvHdnrHhr4r6T44stHu9U05bU211FaIXkT7wzgezAjtwQSMis/4i6x4g+Ifge7g0PwtrNrYwNHLKby2KzXJ3gCOKNSSQM7i3+xQBY+Kn/Jv+lf9c7L/ANAFel+ENLttJ8G6RYW0arFHaR5AH3mKgsx9ySSfrXm3xYikg+AmmxTRvHKiWaujqVZSEAIIPQj0rR034gap4Y8O2Wmax4S1y8voLdI4bjT7fzYLpQo2NvB+UkYyMEg/lQBn/CFF0v4h+P8ARbYbbKG8DxRj7sfzuMD8CB/wEV7JXmfwj8Mavpw1zxHr9ubXUtduvPNs33okyzDI7Elzx2AFemUAeL/DjTra4+Nnju/liV57WcrCzDOze7ZI9DhcZ9CfWrPxsRY9b8C3iKBcR6qqq+OQNyHH5gVd+Hek6lZfE/x7d3en3VvbXVyrW80sLIko3PyrEYbqOnrR8YdJ1HU7zwg2n6fdXYg1RZJjbwtJ5a5X5mwDge5oA534rajIfjL4VspdLudWtbS2N2un267mlctJ0Xvjy1J9ga2PEfjXUfEXhzUNIuPhr4kKXcDRgtb5CsR8rdOoOD+FX/iZ4Z1k+IND8a+HLX7ZqOkEpNaA4aaEk8L7/M4x1+bjpgx3vxW1W9sXtNB8DeIzrMi7UW7s/Lhic8ZZs9AfXGfUUAYHk6ta/sxahZa1aXNtdWsZiEdwhV9gmUrwe2DgfSu8+E+m2+m/DPRBDGqvcW63Erd3Zuck98DAHsAKp+NrLX9R+DGoWt/bLda5Lap5sNhEzAvvU4VeScDr9Celb3gG2ns/h/oFtdQSQTxWMSSRSoVZGCjIIPINAHi/gPxVd2XjHxbrf/CK6rrl7c3rR+fZxb/IQM3yZ7ZG38FFW/iDq3iDxZLo1/pngHxBZ6rpd2s0dxJbHlByV4GfvBT+frW3Bb618KvHOt3sOh32r+GtZl+0Z0+PzJbaTJOCnp8xHYEbecgitq28ceKvFPiDT7fw54ZvNO0pJN19e6zbGMFO6oobk+mCecZwM0AelUVyXxA8R694a0i1utA0KXWLiW4EckMcTyFE2k7sICeoA/GutoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAIbuBrqynt0mkgaWNkEsZw0ZIxuHuOteYaa3xa8MwSaa2nWHiSJXYw38t4I3wTn5wxBP07dMkYr1WigDz74f+CtW0nWtX8U+JriCXXdVwrJb5KQRjHygnr0UewUcmvQaKKACiiigDhPi74c1XxV4Ek0zR7YXF21xG4jMipwCc8sQK7HTYXt9Ks4JRtkjgRGGc4IUA1aooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAOC8feONR8K+JvCOm2VvayQ6zeGC4aZWLIu+JcrhgAcSHrnoK72vE/jteDTvFXgC+MMswtr2SYxRDLvteA7VHcnGBWz/wALsg/6EzxR/wCAY/xoA1vFfjjUdC+Inhnw9bW9q9pqpxM8isXX5sfKQwH5g13tfPGreL08X/GTwVcJpOo6cIJgmy+i2M+Wzkc9K634ma7fal420TwHY6q2lW95GbjULyOTYwi+b5A3bIRvqSvbIIB61XHfFTWtQ8PfDfVtU0q5NteweT5coUNt3TIp4II6EiuF8SeAPD3h/wAPXeseEvENxZa1YxNcJIuo7/P2jJVgTzkA9O/Y1P4v8SP4t/ZquNalVVnnjgWYLwPMW5RWwOwJUn8aANDxv4s1zSvglpOvWN+0OqTwWbSXAjQli6AtwRjk+1elaZK8+k2c0rbpJIEZm9SVBNeN/Ej/AJNx0L/r2sP/AEWK1/iR4n1TSPCXhjQ9DnNtqeuNFbRzqcNGuEB2nsSXUZ7DPegD1eivMJPghoQ05jBqWrJrATK6kbtt/mY+8R0xnt1x371a+DnirUfEvhS4t9YkMupaZctayyt96QAAqW9T1Ge+3PegD0WiiigDnj4ttf8AhPx4SWB2ufsH21pgw2qN23bjrnv+Ncx4l8S6xYfGfwtoVtemPTL23d7iDYpDkCTByRkfdHQ9q4G38A6RdfHnUtAkm1AWaaeLgMt0wk3HYcbuuPmPFanxFs73/hc3gyw0i5NvcmyMEdww3mJT5is/PVguSM9wKAPcqxvFNlreoaDNb+HtSj07UmZTHcSIGCgEbhgg9RkdK8t+IHwx07w74RvfEmkapq8es2IWb7XJeM7y/MAdx9cEnjHNWvH2t3mp/s82urvM6XdxDaPJJGdpLll3EY6ZOaAPWrKO4isLaO7lE1ykSrLIBgO4Ayce5zU9eP8AxL13VtI+Enh57C7ntUuxbQ3l5DnfHGYsnBHIyR1/DvS2vws8IazpLXXhXxJenUQm6LUINRLsH7FwOnPUcGgD1+qmqw3lxpF7Dp1wttfSQOlvOwyI5CpCsRg5wcHpVfw7bapZaBZ22tXcV5qMSbJriNSBIQeDz3xjPvmqfjp2j+H/AIjdGKuul3JVlOCD5TcigC14btNXsfD9rba7fpf6mgbzrmNAqvliRgADopA6dq1a8Z0jW9X0v9mNNV06WVtRjgkxL95kBuWVm59FJOe2Paq/g/wD4J8X+HrO8PiK/vdbmgV7iZdRPnxSkZYbD0wc9QenU0Ae3UVzfgnR9d0HQjp2u6suqSxSt5Fxzv8AK7ByeSRzz747V0lAHmnwq8Sa34mtPE39pX5nltr94LZmjVfLXBwPlAz+Ndd4RsPEGnaL5HiXVYtT1DzWbz44wg2cYGAB057V5t8GCRo/jYg4I1GXn/gJo+FdzcT/AAJ1qWWeV5QLzDs5LD90O9AHs1FeFfDDwe/jrwDaTeJdSv5tPgeWK0s4bhkVvnLNJIRyzbmIHYBfer/gWG48G/GTVvBlvfXNxoslmLm3iuJN5ib5Tx6dWHHXjPSgD2aivEry6/4WT8Tda0jU9al0/wANaGfJNrFcCE3MuSDuPcZVvoAMYyTVTxZY2XwrOn+JPBusytbLcrFfaY1550csZzyAScHjGe2QRjHIB7xVTU9Ss9H0y41HUJxBaW6GSWQgnaB7Dk1YhmS4gjmjO6ORQ6n1BGRTLu0t762e2u4I54HxvjkUMrYOeQevSgDyWH4v6vqPjjQbCz0IWuharN5cNzeqwmnUHl0AYBRyMZBz+g9gryD4igD4zfD0AYAkbAH+8K9foAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooA8c+Mn/ACPvw1/7Cbf+jbevY6xtZ8K6L4gv9MvtUsvtFzpkvnWj+a6eW+VOcKQDyi9c9K2aAPHPiN/yW/wD/vf+z1nfE7SNKj+NHh3UPEtusmgX9t9mleRmVFkG8DLAjABZD16Z9K9b1Hwroura5p+s31l5uoaec2s3muvl856AgHn1BqzrOh6Z4h059P1ayiu7VzkxyDofUHqD7jmgDgtb+Hvwr8PaNLq2paRaw2ka7g/2mU7/AECjf8xPYCqHj620O2/Z5v8A/hHIDBpMqwTQIQ44a4jOcP8ANznNb1n8F/AdleJcrovmlDlEnuJJEH/AS2D9Dmut1nQdM8QaLNo+p2om0+YKHhDsgIVgy8qQRgqOh7UAeRfEj/k3HQv+vaw/9Fil+K8UlhZfD3xOY2a00m5ia4KjO0HymB/8hkfUivUtS8IaFq/hyDw/fWPm6XAsaRwec67QgwvzBgxwPU1oT6ZY3OlnTLi1imsmjETQSrvUqBgA560ART65pdvojazJfwDTVi837SHBQrjOQe9eafAO0nbQNa1uWJo49U1BpIQw6qO49skj/gJrbT4KeAkuhN/YrFQ24QtdSmPP03fpXd29tBZ20dtbQxwwRKEjjjUKqqOgAHQUAUNG8R6R4hW4bSb+K7Fu/lzGPPyN6HNalcP8OvDDeHpPEU32BrC3vdSZ7a3aTeREoADE5J+Y7jjPGa7igDx+0ljg/af1HzXVPN0lVTccbjtjOB+R/KneLyG/aF8EkEEG1kII+ktdr4n+HXhbxheRXmtaYJ7mJNglSV42K5zg7SMjk9auHwboB1XS9TNh/pmlQi3spPOk/dRgEAY3YPBPJBNAGV8V/wDklviH/r2/9mFee+Kf+TXNN/697X/0MV7Rq2lWWuaVcaZqMPn2dwuyWPey7h16qQR+BrOuvBugXvhaLw1cWG/R4lRUt/OkGApyvzBt3B96AMSfxL4e0Pwb4as/Ee37LqdtDbqJod8JOxfvk/KBznn0PpXOeLPhN4NtNHu9f0m5l0G5ghaeK6tboiPcBkcE9D/skV6Pf+G9H1TQ00W+sIrjTkRUSGTJ2hRhcHqCB3zmuRh+CPgGG4Ev9jO4U5Ecl1KyD8N3P40AXfhPrmp+Ifh1puoauzSXTF4/OYYMqqxUMffjGe+M1qePf+Sd+Jf+wVc/+imrct7eC0to7a2hjhgiUJHHGoVVUdAAOgpl/Y22p6dc2F5H5trdRNDMm4ruRgQwyMEcE9KAPMvh94i0zwt8B9H1PV/M+xKJUfy4jJ96eQDIHbtzxzVrUvhV8PvEtn/a9hGlkJF81L3TZ/LQd92OUH5Cu1sPDOjab4dXw/bWEf8AZKoyfZZCZFKsSxB3Ek8k9a5J/gf4Ae4Mv9jyKpOTGt3KFP4bqAKXwU1vVNT0fWLG/v31K302+NvaX7nJmT69x0I68N9K9QqlpWk6foenRafpdpFaWkX3YolwB6n3Pueau0AeMfBn/kDeN/8AsIy/+gmo/hN/yQTW/pef+ihXqOi+E9E8PQ30Ol2X2eO+kMtwPNd97EYJ+YnH4YpNJ8I6HoWgT6Hptj5Gmz7/ADIfNdt28Yb5mYsMj3oA5P4Ff8kn03/rrP8A+jGrJg/5Ofuf+wQP5LXpehaDpnhrSYtL0i2+zWURYpH5jPgscnliT1PrUS+F9GXxQ3iQWeNXaHyDcea/Kem3O3sOcZoA8U0Xwr4al+M/izRPF9jHLNeTm804zStGGDszkKQRkkOP++D711XiLwb8I/Cz2keq6TDHLdyiKGGOWeSRie+xWLY7Zx1IrufEvgvw94vijTXNMiumj4jkyUkT2DKQce3Ss3w/8LfB/hq/W/0/SV+2IcpNPI0rIfVdxIB9wM0AdbBBHbW8UEK7YokCIuc4AGAKJ7iC1hM1xNHDEOryMFA/E1JWbrug6Z4l0mXS9XtvtNlKVLxeYyZKkEcqQeoHegDyn4g6nYTfGHwFNFfWzxRSN5jrKpVPmHU54r2C1v7O9LC0u4JymN3lSB8Z9cGuH/4Ul8PP+he/8nbj/wCOVv8AhnwN4c8HPctoOnfZGuQomPnySbtucffY46npQBd0rxHpGt3V9babfxXM1i/l3KJnMTZIwfxVvyrUrG0Twponh291G80qy+zz6lIJbt/Nd/MYFjnDEgcu3THWtmgAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiuZ8YeBNG8cRWker/adtqzNH5EuzlsZzxz0FAHTUV81/Ej4Z6B4W13wlZ6cbzytUvTBceZPuO3dGOOOD85r0zTvgf4Q0zU7TULc6j59rMk0e65yNysGGRjpkUAd3FrGmTavNpMV/bPqMCCSW1WUGRF45K9QPmX8xV2vEYtb07w7+0T4w1PVLlYLWLSYwWIJJJFthQBySewFdbYfGPwzd6zb6Xcwapps1ywWB7+18pJCTgYOTjJ7kAUAdpqGsaZpJgGo39taG4fy4RPKE8xvRc9TV2uN8eX3hWyk0QeJ7J7lpbwLY7ULbJeMHgjHatTxT4y0TwbZRXOs3Rj85isMUaF5JSOoVR9Rz05HrQBvUV55bfGbww95Db38GraUJm2xzahZmONj/ALwJx9TxXoQIIBBBB6EUAV9Q1Gy0qykvdQu4bW1jxvmmcIi5IAyTwOSB+NS288N1bRXFvKksEqB45EOVdSMgg9wRWD46utCs/Bt/ceJbZrnSF8vz4lUktmRQvAI/i2nrQ3iTw94f8E2OsSzrZaKLWI24YHIQqNiBRkk4xxz0oA6KivNh8bfDKhJbix1y2s3IxeTWBERB75BJ/SvQrK9ttRsobyznSe2nQPHKhyrKehFAEk00VtBJPPIscMal3dzgKoGSSewxVKHXdJuNIbV4dStJNNVWZrtZVMQCnBO7OOMGq/i3/kTNd/7B9x/6LavPPhnNplv+z8s2swmbTUjumuYwMlo/MfIxxQB6nZX1rqVnFeWNzFc20ozHLE4ZWHTgjrViuOsvFHhnQPhnb+ILGCa38PwxqYo0jy6q0mwfKT/ePrVPUfi74bsRH5EOp6ixhSaRbC1MvkK6hhvOQAcHpnigDvaKwvCvi7R/GelHUdGuDLEr7JEddrxt1ww/yKyfEPxP8PeHtXOkN9t1HU1GXtNOtzM6fXkAH2zmgDs6K5Twv8RNA8WXk1hZSXFvqMI3SWV5EYpQPXB4P4HiuroAKYJojKYhKhkHVNwz+VcX8TLLxbq2kWmleFSYftc4S9u1lVGhh4zjJBOc5O3nC471zep/Arwta+HriSylvYNUghaWO/a5bd5gGdzDpjI5wB9aAPW6K4D4N+ItQ8S/Du1utTkea6gle3Mz8tKFxgk9zg4z3xXf0AFUrbWNMvb+5sLW/tpry1/18EcoZ4v94DkfjV2vC/D/AIk0vwt8WfiBqGqzmOIyxxxqil3kck4VVHJJwaAPdKK4TRfi34b1jXItGkj1HTb6cgQR6jbeV5pPQA5PJ7Zxnp1rc1zxhpfh7WdH0q+M32nV5TDbeWm5d2VHzHPHLigDfoqrqV/BpWl3mo3O7yLSB55NoydqqWOB64FcZrfxM0yD4cjxPYR3skV5HMloVgyVkUOAXGflXcnWgDvaK82+EvjseJdBstOuzqE2qxWzy3F1PCRHJiTHD9CfmH5H0r0mgClY6xpmp3F3b2N/bXM1m/l3McMoZoWyRhgOhyp6+hq7XB+H9e8H2t54xu9F0+eO5sLhm1YxxEtNIGk5UZO45D9Mda5XwJ8VxqfjDW7a+GqTQ3moxw6dGLcstuhJUb/7nYnPvQB7NRXmfw60u7sviL8Qrm4t5ooZ7yJoHkQqrgmQkqTwRyOlWrv4y+GIr2e2sYNV1byG2yS6dZmWNT/vEjP1HFAHoVFc/wCFfGuh+M7WWfR7oyNAQs8MiFJIiem5T9DyOOD6V0FABRXH6j8TfDOk63quk39zLBc6bEkk26MkNuC7VTHLMd68AevpWfpvxi8MX2swaXcR6lpk9wQsLaha+UshPTBycZ98UAdnqGsaZpJgGo39taG4fy4fPlCeY3ouepq7XkPxy/13g3/sLr/Na9H8SeJ9I8J6U2pazdrb24bYvBZnbsqgck8UAa9Febp8bfDAki+22WtWFtKQEu7uxKxHPuCT+lehpcwSWq3STRtbsnmCUMNpXGd2emMc5oAlorzi6+NvhSGaYW0Wq39vA22W7tLQvCmOuWJHHviu10HX9M8TaTFqekXaXNpJkB1yCCOoIPII9DQBpUVwOofF/wANWmpz2FlDqerzW5xMdMtTMsZ92yAfwyK3vCvjTQ/GVrLNo90XeE7Z4JEKSxH/AGlP0PI44oA6CqWp6xpujQxzanf21nFI4jR7iUIGYgkKCe/B/Kud8U/EjQPCeow6bdG6u9SmG5bOxh82XHYkZAH0zmvMfi74z0nxV4T0yOy+0wXdvq8Pn2l5CYpowY5MEqex9RmgD32iiq2o6jZ6Tp89/f3CW9pAheWWQ4CigCzRXmjfHDwzsaeOw1yWxU4N6lifJ+uSc/pXeaPrOn+INJh1PS7pLmznXKSL+RBB5BB7GgB2l6xput2rXWlX9tewK5jMlvKHUMACRkd8EfnV2vn/AODfjfR/CXw8livvtM93canK0NpZwmWZ1EcWTtHQe5xXqXhT4k+H/F99NYWTXNtqEI3PZ3sXlS4HUgZIP55oA66iuc8VeONC8GxQnVrlhNOcQW0KGSWX6KP5nArEsPi/4butTgsL2DVNHmuDthOp2hhWQ+zZIH1OBQB31Fc/qfjLStI8U6b4evDPHeakubd/L/dseRgtnrkfqPWt2WWOCF5pXCRxqWdj0AHJNAD6K53w5420fxN4fuNdtJJYNOgd1ea6URgbQCzcnoM9fY1zT/GzwwTLJbWWtXllESHvbexJhXHUkkg4/CgD0eis3Qte0zxLpUWp6Rdpc2knAdcggjqCDyCPQ1pUAUrbWNMvb+5sLW/tpry1/wBfBHKGeL/eA5H40WOsaZqdxd29jf21zNZv5dzHDKGaFskYYDocqevoa8u+Hv8AyWzx/wD7yfzrrPBl94Vu9f8AFEXh6ye3v4LzbqjshHmy7pORknPIf060AdlRXBp8XvCsmltexPeyv9pe1jtI7ctPK6BWbagPQBhycCrXhb4m+H/Fmqy6VbC8s9SjUt9kvofKdgOuOSOPTOaAOyorC8UeMNE8HWCXes3YhEjbYo1UtJKfRVHJ7c9BkVzdn8Y/DU19Ba31vqukfaDthl1K0MUbn/eycfU4FAHoNFHWszxFJqsfh6/bQ4Um1TySLVHYAbzwCc8cdefSgDQkmiiKiSVELdAzAZp9eR6D8E9M1DSkvvGr3uo69crvuXe7P7pj/CpU84+pHpxUXwumvvD/AMRvEvgX7dPfaVYRie1aZtxhzs+TP0fkdMqSAMmgD2GiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigDx341f8jX8Pf+wof/AEOGvYq8p+LukalqXibwLLYadd3UdtqJed4IWcRLviOWIHyjg8n0NerUAeL6Xp1tf/tSa9JcxLIbOwjuIdwyFfy4FB+oDmrf7RMSHwBZXG0edDqUflv3XKPnB/AfkKt6HpOpQ/tF+JdUl0+6TT5tMSOK7aFhE7Yt+FfGCflbgHsfSn/HfStR1jwBDbaZYXV7OL+NzFbQtIwUI+ThQTjkfnQBnfG1i8nglj1Oqof/AEGtH4m+Gtfm8S+H/FugWUWpTaQW8ywkbBcE53Lnv198gYBqH4vaTqWpnwf9g0+7u/s+pI83kQtJ5a/Ly2BwPc1ueM9d8XeHNcsL/TdIbV/D5jK3ltax7rlH5+YeoxjoOxzjINAHN3HxS8L67GNA8d+Hb/SPOZd0eoQkxbgcg7hhhz3wB74r1e1jghs4IrUKLdI1WIKcjaBxg+mK8c8aeLLr4h+GZ/DmjeCNfe7umQCbULMQx25DA7t2SAeCO3X8K9V8N6ZJovhjStLmlEstnaRQPIOjFVAJHtxQByXxu/5JFrf1t/8A0fHWH4m8Iap4u+DvhJNHEUl5Y29pdLbykBZsQgbeeM89+OtdJ8YLC81P4W6xZ2FpPd3Uhg2Q28ZkdsTIThRycAE/hVK8uPGOhfD3wrceH9OW6ktLW3XUdPkjIndBGuVXPRgQQRgnnpxQBkyfF21itm0rx54R1PSY50MMrPCZLdwRg84Bx9N1ej+G4dGh8O2SeHhCNJKbrbyWJTaSScZ9yfxrzzWPiY2uaHeaTb+AfE097dQtD9nubDEQYjHzNk8A+3btXT/C7w1feE/AFhpepEfa1LyyRhtwjLMTtz7Z5x3zQBs+Lf8AkTNd/wCwfcf+i2rynwr/AMmt33/Xnef+jHr1nxRDLceEtZhhjeSWSxnRERSWZjGwAAHUmvNPDejarB+zheaXNpl5HqLWt2q2jwMJSS7kDYRnJyMcUAZl/wD8mmp/17xf+lS16T8NdOttM+G/h+O2jVBNYxXEhA5Z5EDsT6nJrhL3RNWf9mNdJXTL06l5EQ+xi3bzsi5ViNmN3Tnp0r0nwZBNa+BfD9vcRSQzxabbJJHIpVkYRKCCDyCDxigDzf4WFdO8d/E2OBAIYb0OkQ4Aw83AFct8JPFl7pOl6pqK+ENZ1q+1C9aSe/tItwPAOwn1BLH/AIFXd/DbSNRsviJ8Qbm90+6gtru9VoJZoWRJl3y8qSMMMEdPUVj+HW1n4PajqmkXOganqvhy5uTc2d1psXnNHkAbXXPHAUckcjjOaAKOvX+veIviJ4V16w8Ea7ps9jcrHdzzWxxJCzKCCQOgUv17NXvFeeaL4v8AFfirxXa/2d4duNK8NxKxup9WgKSzHsI1B4PvyOTnsK9DoAQkKpZiAAMkntXkniLxTqXxIvrnwj4JONN/1eqa0R+7VD1SP+8SMj37cfNVv42XniJtCstG0LTNSuodQdhfS2Fu8jpEu35PlBxu3Hr12kdCaz9C8ez+G9Hg0vS/hZ4ogtYFwqi0fLHuzHbyT3NAHpvh3QLHwxoNpo+nIVtrZNqlvvMepY+5JJ/GtSue8LeJLvxHpFxe3GgajpEsUhjW3voijvhQdwBA45x+BrO+G/i7UvGOhXt5qumjTru1vntHtwGBXaiN8wbkHLEY9qAOyrxTwNplvdftA+Mr6aNXks8+TuGdrMQCw98Aj8TXtdeGabD4n8OfF3xZ4jg8PaheaW0nlyxxwlXmjY5Dw5wJCpUcA9GoA1f2hbWMeC9P1RAEvbPUE8mYfeUMrZAP1VT/AMBqD4lzG58f/C2dhgyXm8j0y8Bqr4vvNW+Lt3pXh3TPDur6dpMV0txfXmo2/k7QARgcnJwzcZyTjgAZrb+L+g6vJP4X8R6Hp8l9JoN35r2kIJdkyjDAHJH7vHHPze1AHbeOP+RA8R/9gu5/9FNXnHhn/k1mf/sG33/oyWrmu+MtZ8ceFtS0jQPCmt2kk9rItzc6hbeWiJtO5UAJMjsPlAGPvZqfwj4f1Ob9nltClsp7bUpbG8iW3uIzG4dpJSoIbBGcjr60Abfwg/5JRoH/AFxf/wBGNXb15b8HtdvYtBsfCl/4b1mxubCKTzLm4tikB+ckAMedx3dMdjXqVAHkPwf/AOR7+Jf/AGF//as9L8F/+Rj8f/8AYXP/AKHLVv4V6TqWneM/iDPe6fdW0N1qnmW8k8LIsy+ZMdyEjDDBHI9RWJ4Ou9V8C/EHxPp194a1i6h1fUxLbXdpbF4gpdvmZugXDgnGcYOaAPZb62+26fc2vmGPz4mj3r1XcCMj868U8Lax4l+EWlPoWteELq+02KZ5E1LTP3gYE9WGP/QipxgYr2rUFvG065XT3iS9MTCBpVJQSY+UsB2zjNeaab8UNc0i1Fl4u8G6+dTiJVptOsxLDNzwVOQPyJoA3fA+teCvFGoX+veHY401SZVW9DIUmxxjcucduoyM98129eT+AdG1TUvibrXji40WbQ7C7thbw2twuyWVvky7L2+5nnue/Jr1igDxTStMttQ/am1+a4jVzZWUdxEGGcP5UCA/gHNbXx9sILn4ZzXciL59ncxSRPjlSzBCAfcN+g9K5Wa71bTv2j/Euo6VYvqBtrOJrm0iIEksJigB2Z4LAlWx3wRV3xvrWs/FG0tfCuheGdasYZbhHvbzU7XyUiVe3U9+eueMAHNAEfxOu5b/AMOfDW8mJMtxc28rk92ZEJ/nXZfE7UPB2nrpEviawn1K9Sfdp1lbljI8mV52hgGGQo+bPXABzWN8V/D17La+C7TSdPu7uGwv4w3kQtJ5cahQC20cDA6mm/E7TNX0/wAfeGfGllpVxqtnpymK4t7ZN7pyfmC/Rjz2KjOKAKvjvxdr2teBNYtrn4falbWUlsxa4uZ0HlY5DlOvBANUtQ1O6tP2V7aSORhJLbJbFs8hDNtI+m35fxra8Q63r/xJ8N3+j+H/AA7qem20sDme71SEQl8DIijXJyWYBS2cAZ9qpeE9KuvFnwcufA1/pGp6XfWsGwTXts0cTSCQuhVjyeQM8d+9AHoXgLTrbTvh/oNtbRosZsInbA+8zIGZj9SSfxrnde8Pad8Pfh34suvDyzW73MLylfMJWN2BXKD+HG7t6D0rC8PeP9e8JeHbbw9rvgnXrjU7CIW0L2dv5kU6qMJ849gBkbumfat3wrofijxD4O1yLxtcPG+s+YsNmQpNnGwOOnfLdD02jvmgDjvhn4uuvDfgWws7HwDr14HDSyXltBlJ2LH5ge/GB+FWfDr61e/HKDX4PCer6Pp99aPDfm5gKqXCsQxIGOSsY+v1qfwl4n1z4b6MPDHiXwtrN2lm7LaXumW/nxyoWJAJyMdTjvjAIGK67wf4g8W+JNdvL2+0U6P4dEYW2hvIyLqR8/eIz8oxnqPTGeTQBynwuVdU+LfxC1a5Ae5trsWsTNyVTfIuB+ESj8Kh/aG063bTfD2p7FF1Hfi3345KMC2D7Ar+p9aWWPWPhj8T9b1lNCv9V8P64fOd7CLzJIpMljlf95n64BDDnIIrI+Js/ifx9p+l3un+FtXttKtLxQsM9sTczMwJMhjXJVFC4yepegD3+uW+IU/hm38H3TeLVMmkll3RK7K0r5yqrtIJORnrjjJ4FdTXmvxt8Nap4j8HWx0m2a7nsbxblrZRkyoFYHA7kZHHpmgCHTvHOpzaLb22i/DPVpNJEAjgWeRIg0WMD5WzkEfXNZ/7O7v/AMIXq0RBVI9TfahOdv7tOK1ofiJrXiS1XTtA8I6zZ6nMux7nUbfyra0J4Lls5bHULgE4rE+DsGp+D73VvCeqaJqod7ySaK/+zE27qExkv052jGM5JxQBD+zfplunhTVdV8tTdS3pty+OQiIjAfm5/Sp/iJGul/G7wHqlqoS4u5Ps0zLwWXcF59eJCKxfhRdeJfh94bun1bwrrM+mXVyW2W9qftEEgVQWaJsEowx8w6FD61tWMGr/ABI+Kml+Ip9FvtL0DRUJh+3xeXJPJyQQv129MjC9cmgBdDRda/aV1+e8Ak/sqxVbRW58s4jGR/325/4FXQ/GzTre++FeqyTIpktfLmhcjlGDqDj6gkfjWR4m0jWvB/xQ/wCE60fSrjVdPvrcW+o2tqN0yYCjcq9/uIfwOcZzVLxh4h1v4m6QPC/h3wxrFnDdyJ9svtTt/IjiRWDYHJycge/GADmgCp41tr3WPgr4W8WwknVtGjt7sSnliMKGP/fQRj9DXQ/Ezxkj/B+O904kza/FHb2yLy370ZYfXbuX6kV3Vv4esofCUfhtlMlktkLJgerJs2H8SK8Q8EeFPEt54u0DQdd0y8i0jwtNczR3MsDLFcN5mU2sRhvmwRjPANAGl8UdPk8E/AbSNAt2277iG3uivR2KvK/5utb+lePL7SNItdNs/hn4ljtraJYkRbfjAGPTv1rpfiZ4Qfxt4KutLt2VbxGWe2LnC+YueD6ZBYZ7ZrmdL+KOq6XpMGn694J8SNrMEYib7LZ+ZFMwGNwbPf2B9s0AVfg9aatYeJ/FIm0HUNI0i9lW6tYLqEoI23HKr26EdOyivX65XwNfeK9T0+6vvFFjb2HnTFrO0QHzYovSQ5wT07A8HPXA6qgDyH4e/wDJbPH/APvJ/Oj4P/8AI9/Ev/sL/wDtWerngXSdStPi/wCN7250+6htLlk8ieWFljl5/hYjDfhR8K9J1LTvGfxBnvdPuraG61TzLeSeFkWZfMmO5CRhhgjkeooAyP2ftOthbeI9T8tTdNqDW/mEchAA2B6ZLc+uB6VZ8ZxrB+0H4JuIlCyywOjsOrDEg5/BjV74H6TqWk6JrkepafdWTy6o8ka3MLRl12r8wDAZHvR4x0nUbr41+DL+30+6ms7eNxNcRws0cX3vvMBgfjQBy3izWZo/2hUkk0S91pdKslNvZ2qb2Viobfj2L9fUD0rS8ceJ9U8Y+Eb7Rn+HHiNZJlBhlktsiOQHKt0z7cdia1fHGha5ofxB0/x94f059TCQ/ZtQsYf9Y6cjco6ngjgd1HBGcLqHxO13WLYWPhLwZri6pIQvnalaeVBDzyWOcHv1I/pQB13w9Opf8IBoqavBNBfR2wiljnUq42kqMg85IAP410tQWQuhYW4vmha78tfPaFSEL4+baCScZzjNZfi7Sb7W/CuoafpmoTWF/LH+4uIZGjZXBBA3LyAcYPsTQBi+NtG8dapcRnwp4jtdMtxDtkimhBLvk8htjEcYHHpXLfCe4tND8S6x4X1PTZbXxSf9Iubya5883q9dwfAx97OPc55BpuhfEjxF4a0iDR/FPg3xBcajaIIRdWsPnLcAcBi2eTjGSCcnnvipvA2i+INf+JN/4+13S5NJha3+z2VnNxJjAGWB5HAPUDluOBQB61RXJWniPXpviVf6BLoUseiwW4kh1MxOFkfah2hsbTyzDj+7XW0AFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAVj+G/D0HhvTpbWGeW4knuZbqeebG+WSRssxwAPQfhWxRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAedaL4W1iz+OfiLxLPahdJvLFIYJ/NU7nCwgjaDuH3G6jtXotFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVj6F4p0XxMbwaPei5NnL5U+I3TY/PHzAZ6HpQBsUUVzw8W2zeN28LfYb37Qtv8AaPtOweTj03Zzn8KAOhooooAKKKKACiiigAorkvEXxM8I+Fbw2Wq6vGl2PvQRI0rL/vbQdv0OKu+GvG3hzxekh0PVIrp4xl4sMkij1KsAce/SgDoKKKKACiiua8Z+NbDwRY2d3qFvczJdXItkFuFJDEE5OSOOKAOlooooAKKKKACiiigAormvFHjWw8KahotneW9zK+rXP2aEwhSEbKjLZI4+YdM10tABRVHWtUh0PQ77VbhHeGzged1jxuKqCSBnAzxVfwx4gtvFXhyz1uzilit7pWZEmADDDFecEjt60Aa1FQ3lyllY3F1IGZII2kYL1IUZOPyrH8H+LLPxp4fj1mwgnhgeRowk4AbKnB6Ej9aAN6iiigAooooAKKw/F3imz8G+HZ9avoZ5reFkVkgALHcwUYyQO/rWpp94mo6ba30SssdzCkyq3UBgCM+/NAFiiiigAoormpfGthD4/g8Htb3JvprY3KygL5QXDHBOc5+U9qAOlooooAKKKKACiiigAorG8V+JLXwj4au9cvYppbe22b0hALnc6oMZIHVh3qhq/jiz0jwXZ+J2sb64tbqOGRIIEDSgSLuGRnHGeeaAOooqO3mFzbRTqrKJEDhW6jIzg1JQAUUUUAFFFFABRWdrevaV4c09r/WL6Gztgcb5D1PoAOSfYc1y2m/GPwJql8lpBriRyu21DPDJErH/AHmUAfiRQB3VFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAV458Bv9b4x/wCwn/8AFV7HXjnwG/1vjH/sJ/8AxVAHsdcSvja7b4uP4O+yQ/ZVsvtPn5O/OAcemOa7avIY/wDk5+b/ALBH9BQBeuvihqkfj7WfCdloaX15b7FsUjcp5hKhmaRjwqqD1+g71XvPiJ4y8Ja3psXjPQ9Mj0vUJhCt1p8rHymP97cTnGc9BkZx0qv4RRT+0b4zcqCy2aAH0yIc/wAqf+0P/wAiXpB7jV4+f+2clAHZ+O/HFr4I0mG4e2kvL66l8mzs4jhpn+vOAMjseoHeuYvPFXxQ0fTX1nUfCujy2ES+bNa21y32iNByTnJU4HoDWF8YE1KX4oeB49PlgiuCzfZXuQTEs29eSB/wH9K6STS/i7LG0b614XZGBVgYJMEH/gNAHaeGvENj4q8P2ms6czG3uVyFb7yMDgqfcEEVqsCVIU4bHBxnFcT8LPBupeBvCs2k6ndW9xI1280bW5YqqFVGPmA5yGP412skkcMTyyuqRopZnY4CgdST2FAHGeCfhxp/hBb24uJl1XU7udppb+4gAkwf4epxzkn1J9hXEXsNg/7R2jN4XWHzI7Z21U2uPLXhwd+ON2Co+u3vXoGv+H/DXxO0OCOW9F5YxTl0msLlSN4BUjcMg9a8+itZ/g5490DR9NuftegeIJ/IaGaJPOik3Ku7eoBYAyL17ZHoaAPba4nxz47uPDWoaXoukaZ/aWuaoxFvC0mxFA/iY/8A6uh5GOe2riPHvw/fxZc6fqum6pJpet6aSba5VdykHnaw+vf3PBzQBiX/AIz+InheFNR8Q+FtOutLDqszaXMxliBOM4YnPJ/+uKzfj3dQzeD/AA7eKxED6lFKGZSCFMbHJHXpUl74t+JfgGD7X4p0zT9a0eNgs17YtskQE4BI4Hf+6BnjIqt8cr211nwL4YvrZvMtLzUIZYyRjcjRsRkfQ0Abl/4t+I09hJrWi+FdPXSQhljivZj9qliAzu2qQFJHO05P1rpPBvjey8V+C08Rsn2ONFf7UjtkQlOW57jHOfQ100gHksMcbSMV89eBTKP2avFfk53edOOP7uyPd+maAO003x7438Zie+8H+HtOj0dJDHFc6rKwafHUqqkY/Ue/Wtjwb8QLrWfEF74Y8Q6WNL1+zTzDGkm+OZOPmQ/iDjng9euJ/hGIh8KvD/k42+QxOP729t365rktd4/ag8N/Z/vHTG8/H+7P1/Db+lAHWeH/ABtd6x8SPEPhiW0hjt9LRWjmUne+dvXt3pfiV41u/BGl6bd2lpDcNd3q2zLKSAoKscjHfiuW8Ef8l+8c/wDXFP8A2Sj9oFlHh7w+mRuOrRkD2CN/iKAD4z/8jR8Pf+wuP/Q4q6j4gePX8I/2dp+m6f8A2jrepyeXaWu7avUDcx9MkDt35GK5f4z/API0fD3/ALC4/wDQ4qj8T/N+0z4RWb/UjTmKZ6bsXH65C/pQA7xf4i8bad4H1hPFmhaetld2UsAudMmZjbyOhCCRWzwWIGQcAkV0/wAHf+ST6B/1yk/9GvV/4leV/wAK08R+djZ9glxn+9j5f1xVD4O/8kn0D/rlJ/6NegDqdf8A+Rc1P/r0l/8AQDXiHwl8Q+Jj4Fh0jwlo1tdzW8sj3V3fSlIYyzEqgA5ZscnHAyPWvb9f/wCRc1P/AK9Jf/QDXnn7PyxL8MVMeNzXsxkx/e+Uc/gBQBf8IfELVL7xdc+EfFekxabrUcfmwtA5aKdcZ+XJPbnqeh6EYqTxR8Qb+28VJ4S8KaSmqa35fmzmaTZDbLwQXPfgg9R1HUnFc74vGP2jvBph/wBcbNt+Ou399/TdXP6DB4tufjF44/4Ry9022u1nPmHUEZt0W47duAe239KAOxn+IXinwjqNinjrRLCHTLyUQrqOnSsyQuezq2T79uAcZxXqPWvHvFHgf4m+L9FfSdV1jw41szq/7uKRWBU8EHbXquk209lo1ja3MiyXENvHHK69GYKASM+4oA4P47f8ko1H/rtB/wCjFrO0bxP481Pwzp83hTw7p76bBaxxRzajMVe6KKFYooI2jIIBY89a0fjt/wAko1H/AK7Qf+jFrrfBqxJ4H0BYMeUNOt9mPTy1oAx/h549Xxvp94txZNYarp8vk3lqTnY3OCPYkMMHoQfrWH/wsPxJ4o1q+svAmi2VzZ2EnlTalqErLE7+iBcE/XnjnjIzgeEvNT4q/E37FkDyXI2/89cnH453VkfCCz8ezeCS/hjU9Dt7E3cm5LuJ2k8zC5JIB7baAPQ/DvxA1T/hLl8J+L9Ji03VpozLazW8m+C5UZ4XPIPB79iOD1w77/k5/Tf+wQf5SUtz4B8f634u8Pa1rmraE40i6WUfZUkRmTcpdfu88Lx9TSX3/Jz+m/8AYIP8pKAN/wAV/EG+sfFEHhPwxpS6prskfmyiWTZFbpjOXP056jqOpOKyr/4g+MPBk9pP420HT/7JuJRE17pcrN5DH+8rZJ6H06fhVHwLz8fvHLT/APHwIgEz12ZT9MbP0rf+OAiPwk1jzMbg0Hl5/vecnT8M0AXb7xvcWHxO0fw3JbwNpuq2jTW92rHcXAY7fQj5R/30KrfFD4gXfga008adYxXt5dtK3lyE4WKNNztx6ZH4ZrjfGUM9h8M/h54t2sbnRPsckp7+WyJuz9SqD8TW5NbweNfjVfwORJp+kaKbcleR5lwOT+MbkfhQB3L+JbZfA58T8fZ/7P8AtwXPUeXvx/Sq/gLX7/xT4Osta1G1htZrvcyxRZwEDEKefXGfxFeMza5d/wDCg08Lg51X+1v7CKZ+bIk34+mMLXv2k6dFo+jWWmwf6m0gSBPoqgf0oA4v42/8kh1z/t3/APR8dU9S8X3Pgj4J+H9ZtLaK4lWysovLlJC4aJeeKufG3/kkOuf9u/8A6PjrkfiR/wAm5aD/ANe9h/6LFAHZfEDx7deDvBul65BaQTPd3EUUiSEhVV42ckY9NtULzxZ8Q9QtH1fw54Y086TtMkC30zfaLiPqHCAgLkcgHmuf+On/ACSHQv8Ar8t//REle0oixxqiKFVQAAOwoA5bwH44tfGvhAa55QtDEzx3MbPlY3UAnn0wQfxrl7H4geMfGU9zceCtAsP7IgkMS3uqSsvnkddqrgj9ffB4HIfDsyr8CfHnkZDCW7xjsPITP6Zq98M7H4iyfD7S38P6r4fh0xhJ5UdxC5kB8xt24gYzuzQB3Pg/x9d6r4hu/C/iPSxpWv2qeaI0k3xTpx8yH8Rxzx9CB3deU6f4D8bT/EnSfFmv6po0rWMbQstorozxlXGMFcHlz3r1agDivE/w8t/FnjDSNY1O+Mun6chxpjw7o5HOTuLZ9dmRg5C471k/GnTtCj+GOoS3drbRyxbBZsqBWWQsMBce2cj0zXXeLfFmmeDdCl1XVJCEB2xRJy8z9lUev8utcLoXhPWvHms23irx1H5FpCfM03Q/4Yh2aUdz04PJ74Hy0Adr4CW9TwBoK6jv+1ixi37/AL33RjPvjGa6KiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAK8U0P4ffE3wpeaq+g6t4digv7lp2E5kc9Tj/lnxwa9rooA820/T/i+mpWrX+s+GnshMhuFiR97R5G4L+7HOM4q8ngvUl+Mj+MDPa/2e1j9mEe9vN3YAzjbjHHrXd0UAcJoXgvUtL+K3iHxTPPatY6lAscMaOxlUgJ94FQAPlPQntS/FTwXqPjnw9Y6fpk1rFLBfJcsbl2VSoR1IG1TzlhXdUUAch8QPA0fjbS7ZYrtrHU7GXz7K7UZ8t+OD7HA6cggHtg89NZfGK9sTpkl94atlZfLfUYRL5pHQkDGA34D2xXqFFAGR4X0NvDnh200p7+5v5IFw9zcuWZyTk9ScDsB2FaskaSxtHIoZHBVlIyCD1FOooA8isfAXjjwHeXcfgfVNMuNHuJTKtjqYbMTH0K9eABnIzgZFXNH+H3iTVvGdn4p8dapZ3E1hzZ2Nip8qNuoJJA6HnuSQOcDFeo0UAFcN4z8J+Ib/XLDxD4W1pbPUrSMxNa3RY20yHPUDODyRnHPHIxXc0UAeUav4d+J/jPTn0XXLrw7pmlzFRcyWKyvK6gg4AYkdQO4rR8efDm617wloGhaHNbQx6VcRMDdOwzGiFeqqctyPSvRqKAEYbkIHcYrgfhp4CuvCnga98Pa61pdC6uJWkFuzMjRuiqVO5VOeD2rv6KAPKNI8I/EHwHFNpnha90bUtFaRnt49T8xZIMnJHyYBH48nJwM1seDfAWoad4kvfFnifUIb/X7tPKAt1Iht4+PlTPJ4AGcDjPXJNd/RQB5fr3gbxTp3xCuPGPgy707zr2ERXdnf7gjYCjI2/7qnqCCD1zis3xV8NvGnjW0sr3WNU0oanbXSNFaweYltDDg78HDMzsdnXgBetexUUAcJ8QPBepeK9Z8LXljPaxx6TfC5nE7sCy7kOFwpyflPXHam/ETwHeeJ7jS9Z0O+jsde0qTfbyyg7HGQdrYB7j0PUgjnjvaKAPKtV8K/EXxpod1pfiO/wBEsrQwtsi08SZuJQD5fmM2dqB9rHbycdK7HwD4fu/C3gjTNFvpIJLm1R1doGJQ5dmGCQD0I7V0lFAFTVLaS90i9tYiokngeNCxwAWUgZ9ua8q8JeAPHngDQli0PUdGuZ5mZruzuzIYd2cK8bgKwO3aCCMcV7BRQB5x4S8Ca4vjS48Z+ML20uNWaLyba3swfKt0xjgnnOMjH+0Tkk8O8T+AtZXxiPGPg3ULaz1d4vKu7e7UmG5UADkjkHAX8gcg9fRaKAPL5/DXxH8WXlpH4i1fTtH0yCUSvHoryrNMR23k5H4H8DivUAMAD09aKKAOR+JXhe+8Y+CbrRdOlt4rmaSNg1wzKgCsCeVBPb0rn7Tw/wDEjwrpMOj+Hr3Q76wjjCxNqAkEtuccqCvDKDnBIzjAxxXp1FAHE/DnwJL4Nsr+41G9W+1rU5vPvbhR8pPJAGeSMsxzgZz0rAh8CeLvBOs39z4EvdMl0q+kMz6bqQcLE5/uFfy6jjAOcZr1WigDz7QPC/jG78Vw+IvF2twJ9mjZINM0tnWDnqXzjd64OeQOeMVNc+C9Sm+Mlp4wWe1Gnw2JtmjLt5pbDDIG3GPmHeu7ooA888VeA9WfxfF4x8IX9tZ60IvJuIbtSYbpMY+YjkHAA/AdCM1l6n4L8cePZrS18ZXuk2WiQSiWS00vzC9wR0BLdBye/fpnBr1eigDC8VeHY/EPgzUdAjEcYuLYxQ54RGAyh47Bgv5Vz3wt8D6n4M0/Um1q6trrUr2dWeW3ZmXy0QKgJZQcjLdvSu+ooA8nX4U6kPi1/wAJE13ZnQBfHUBa7m83zynXG3b9/nr0r1iiigDl/iJ4bvPF3gTUtDsJII7q58rY87EINsqOckAnop7VheLfAOq698J9N8K2txZpfWsVsjySuwiJjQK2CFJ6jjj8q9FooA88+JPgPVPGPgTTdD0+eziurWeKV3uHZUIWN1OCFJzlh2r0OiigDgfhn4FvfCHhrVNK1l7O5+23kk2IGZlMbIq7TuUc8GsXTPBnjzwE9zZ+D77SL/RZZTLFbap5geAnsCvUfjz6A16xRQBwvhPwt4oi8R3HiPxZrqz3ckXkxWFizraxL15BxuPXqOMk5PGO6oooA8r+IHgTxf4k8baZrekXuji102MG3t79nIWXJJcqEIP8Pf8AhFSf2d8af+gz4V/74k/+N16hRQBzElh4ruvh/NZT6hZxeJpIXUXduWWFX3HaQduR8uO3Wr/hWy1bTvDFjaa7eJeanEhE9wjFg53Eg5IB6Y7VsUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUUUAFFFFABRRRQAUUVwfxe8R6r4W8CSano1yLa7W4jQSGNX4JORhgRQB3lFeTWGjfF2/062vE8c6aq3ESShTYR5AYA4/1fvW94a0X4i2euQz+IfFVjqGmqG8y3itERmJB28hAeDg9aAO7orl9D0hbPxbrd8PEk1+bkjOnPNuWz57LuOPyFbo1XTjDPML+18q3OJn85dsZ9GOePxoAt0VR0/WtK1bf/Zup2d7s+99mnWTb9dpOKtTzw20LzTypFEgyzyMFVR7k0ASUVm2PiLRNTn8iw1jT7ub/nnBdJI35A5rkfjTfXmm/DG/ubG6ntbhZYQssEhRhmQA4I5oA9Aorx34q6tqVj8FtEvbTULq3upGtd88MzI7ZiYnLA5OTXq1vf2u63tHu4ftbxBhCZB5jDHXbnPY0AXKKOlQWl7aX8Rls7qG4jDbS8MgcA+mR35FAE9FFRXFzBZwNPczxwQrjdJK4VRk4GSeOtAEtFcV4D+IFr4xgv3kktLeSLUZba2hWYb5YlClXwTkk5PTjiud+GWs3Uvjb4kDUtSme0s9RCxC5nJjgTzJxhdxwowB09BQB6vRVHT9b0rVmddN1OyvCn3xbXCybfrtJxWL4g0hb7xRoV6fEk2nG1ckWCTbVvORwV3Dd0x0PWgDqKKgu721sIDPeXMNtCOsk0gRR+J4qCw1rStVLDTtTsrwrywt51kx9dpNAF6iiuX8daQutaNb27eJJtACXSyfaYZvLMmFYeXncODnOP8AZoA6iimySxwxNJK6pGoyzMcAD1JrOtPEWh39x9ns9Z0+4n/55Q3SO35A5oA06KK434r3dzYfDHW7mzuJbe4jjQpLC5Rl/eKOCORQB2VFef2tpL4g+DejR3XiK40qWeytnk1ETFZA2FJyxYcnp1712EE9ppWk2a3WoxGNY0iW5nlA847eDknknGaANCis6+1/RtMuFt7/AFewtJm5WOe5SNj9ATmtBHWRFdGDKwyGByCPWgBaKo6hrWlaSVGpanZWZf7v2mdY8/TcRVi1u7a+t1uLS4iuIW+7JE4dT9COKAJqKKKACivDviD8Vdbt/FcNh4XnEWm2d5HZ3t15SOJZnJJjG4H7oVuR3z7V7jQAUUUyaaK3heaaRI4kG5ndgAo9ST0oAfRXhenaldeN/ij4gF541u9L0zS7hI7O3s7wRJP8xA74YHac9Sd3YV7Xe6hZabB59/eW9rDnHmTyqi5+pNAFmiqWn6xperKzabqVnehfvG2nWTH12k1NPe2trJDHcXMMLzNsiWSQKXb0UHqeR09aAJ6KqW+qadd3k1nbX9rNdQf66GOZWeP/AHlByPxq3QAUVT1DV9N0lFfUdRtLNW+61zMsYP03EU6x1Kx1OHztPvba7iBxvt5VkXP1BNAFqioIL21upZore5hmkhbbKkcgYxnnhgOh4PX0pJr+zt7mK2mu4I55f9XE8gDP9AeTQBYoqO4uIbWBp7iaOGFPvSSMFUfUmmteWqWn2trmFbbaH84uAm09Du6Y96AJqKzbHxFompz+RYaxp93N/wA84LpJG/IHNWpr60tp4oJ7qCKaY4ijeQKzn/ZB6/hQBYooqC3vrS7lmitrqCaSFtsqxyBjGeeGA6Hg9fSgCeiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAry/4/f8kvm/6+4f5mvUK8v+P3/JL5v+vuH+ZoAoaP8cPD1nolhayaTr7PDbRxsUs1KkhQDg7+nFdR4V+KOj+LtZGl2On6tBN5bSb7q3VEwMdwx55rpPDn/Ir6T/15Q/8AoArToA8h+Hn/ACWv4gf76fzNc/8ADfwpZ+KPGHjNNYDXGmWequ62RYiOSVnkG9wOu0LgA8fMa6D4ef8AJa/iB/vp/M0fBf8A5GT4gf8AYXP/AKHLQBmeKvD+neBvi94IvPD1stgupTtbXEMJIRhuRTx7iT9Aetdd8S/Dela1caTeeJPEkWn6FZyFpbGU7Fun/wB7cDnHHAJwTjGaxfix/wAlL+Gn/YRb/wBGQVl+NX03/hf+kjxcYhoi2ObX7V/x77/m5bPH3uufRc8UAYXxFn+F6+GWufCN1aW2vWcsb2rWIkRm+cA84xwCTnrxXY/FC+m1T9n6DULggzXVvZTyEDHzMUY/qazvi34g8P3/AIJv9G8LxWV/MFSa6lsFRo7WFXU7i68ZLBRgHOM+lR+MNUsNS/ZqsxZXkE7W9rYRTLHIGMTjYCrAdDkHrQBJ8X/+SE6B/vWf/olqu/Fu1m0Obwv4+soyZtKmjhugvV4W7H25Zf8AtpVL4v8A/JCdA/3rP/0S1eq6zokHiPwhdaPc48u7tfL3EZ2kj5W/A4P4UAYPxK8VRaN8ML/VbSYM15AsNo6n7xlGAw+ikt+FXPhv4a/4RTwHpemOm258vzrn181/mYH6ZC/8BrxjwhNqHjLV/CvgbUYXEfhmeabUA3IbymxGp+mdn0Ne/wDiHXrLwxoVzrOomQWlsFMhjXc3zMFGB9WFAGnVPVdKsdb02XTtTtkubObHmQydGwQw/UA/hSaRqltrej2mqWZc213EssRdcHaRkZFXaAPDv2fPDmj3XhufW59Phk1O21KSOG5IO5F8qPgf99N+dU/AvhWz8U/E3x9Hqu6bTLbVGkez3EJNKZZdjPjqFAfjplq0PgDrml6d4dvtCvb+3t9UbVZClpLIFkfKIvyg8nlWHHpV/wCEX/JQ/ib/ANhUf+jbigDL8beHdL8D/EvwLqXh21XTze332a5jgJCuheNTx0GQ7A/hWp8S/wDkr/w7/wCvh/8A0JKX4x/8jf8ADr/sLj/0ZDSfEv8A5K/8O/8Ar4f/ANCSgDJ+I8mn2/xh06fxvDPJ4WFnttflZoVl5yWC9TnqBz93tW/b+CvAfiW+sNV8Fara6dqFlMJjJpjgsy/3XjzwDx1HTI5zW5rHj/w7a+LLjwn4ltktIWhWSO4vwptrgHHAzwMcjJxyprzD4kWfguxn0q9+H1zaJ4oa9QQxaPOHDA56qpKrzgds5PBHQA+iK8h/aJ/5ETS/+wvF/wCipa9cTdsXfjdgZx0zXkf7RP8AyIml/wDYXi/9FS0AJ8dROI/DUl5FdS+GUvS2rJb55XKbc49t+Pf3xTV8MfCbxxpotPDtzp9nfnBt5bZjHcRsOc7GILfiK7Pxd4703wjqmmWWs2ky2Golo2vioMMRA+6/fnj8CT2Ned/Eqz+FVx4WvtQ0+60aLV1j32jaXOnmNL2BRDggnqSOPWgD2jTbWWy0y1tZ7qS7lhiWN7iQYaUgY3H3PWuR+MP/ACSfX/8ArlH/AOjUrV8BSapL4C0STWfMOoNaqZTL98+hbvu24znnNZXxh/5JPr//AFyj/wDRqUAcT4z/AOTYdL/687H+aVH8Y2KfBPws6/eW4tCPr9nkqTxn/wAmw6X/ANedj/NKi+Mv/JEPDH/Xe0/9J5KAO3i+Evhe50l4tXsFv9SuULXWoSsTM8pHzOGz8vPQDgcVy3wa1+4074Q63c3TmdNFmuTErH+BIlk2/TJb869lrxH4Mab/AGz8LvFml7gv2y8ubfce2+FFz+tAGJ8P7jwDqWn3HiDx3qlhfa/fzO0iXzlvJQHAAXoOmfYYAxV7w9q+g+G/jRY2Xg7UoptA1qIrcWsMhZIZgGwQD05C/gxHTFS/Cu98G2OgS+HfFtjo1jrmmzyRy/2nDErSKWLA73HOMkdegHaux0HX/A2p+Of7G8O6BZXUtvF5z6nZWcXkwMM8bwAc9MFc8n2OAD0WuF+JPiq70qytdA0H954j1lvItFU8wqfvSn0AGcH8exruq831/wCF+o6r44uvFGn+LrrTLmaJYUWO2DmJAoBVWLcAkE8AfeNAHIfEfwraeDfh/wCE9ItPnZNZieeYjmaUq25z9e3oAB2r3evnb4reE/EGj6Zo0mo+M73Vkm1KOKNJoAgicq2HGGOSMdPevY9NiufBfhO+udf1y51gWokuZLmSIK4jCg7QoJzjBP40AdNVe+sbbUrGeyvIVmtp0McsbdGU9QapeHPEFj4p0G21nTTIbS43eWZF2t8rFTkfVTWrQB4N8NvB3h2++I/ji2utJt5YdNvUFmjA4hG+T7vP+yPyrpPGHhzwoPHf9v8AjjxJay2nkBLPSLn5RH0BYAMSwyGJ+Ucn2qv8K/8AkqPxJ/6/l/8AQ5awvC9x4fj+MnjSXxtJZJfJcYsG1IqEEW5sbS/GdnlY74zjvQBkeJNV8FaX418L6t8PruGG7+2LDeQ2odEeNmUYIIA5G4cevtXV/HgXP9oeCjZSeXd/2ifIkxna+Y9p/PFc98V/EWkanf6BPokML6PpuooLrUYIwITKcMEVh97CqxJGRyK6L4u3tpqOq/D67sbqG6tpNWGyaCQOjYeMHBHB5BFAHoHhXwF4f8HbpNJtGS6kjEc9zJKzvNznLZOMk88AV0tFB6cUAeP6p4e8DaT411XWPHfiOx1O7umBt7O5GPskfOF2BmJGNoBIHQ+tc1pepeGNN+N+hN4Du0GnajG0F9bw7xGWw2OG/wCAnjuPc1N8ILzwtbf2/ceMJ9Oi8S/b3859UZFYLgZ2l++/fnHPT2qHxD4k0u8+MPhHWraKO18PRStBFfsgiindT87AnHyAuo3Hjg9qAOt0dP8AhGv2htYsfuW3iCwW7iHrIvX+Up/GuO+IrXWq+N/EPii0LMvhBrFIcHhm8zc/5Etn6V2fxWnh0vUPBvjq3kWS3sb4RzSwncHt5RywI6jAbH+9TPhzoL+IPhRrdxeKPtPiea7uHLdQXyi/kRkfWgB/xm1E6r4Q0TRNOk3SeIr6COP/AGo+Gz/30Y6u+P8Awhol3FoP9u+IotM8OaXhDp8p2LckAADduHIAA4BOM4xmuC+Gl7N4z8Y+E4LhWMfhbSpBKrjpNvMaj67fLP8AwE+lavjV9N/4X/pI8XGIaItjm1+1f8e+/wCbls8fe659FzxQBhfEWf4Xr4Za58I3Vpba9ZyxvatYiRGb5wDzjHAJOevFdb8SLG88RfCTQvFsBxq+mQ2+pLIo5AZFMmPocN/wCqXxb8QeH7/wTf6N4Xisr+YKk11LYKjR2sKup3F14yWCjAOcZ9K9A8B3ml698N9ItIri3u410yG2uokcMUPlBWRgOh4IwaAHv42tP+FZt4xXb5X2D7SEzx5mMbP++/lrD+CmgSaT4ETUbvJv9YlN7M7feKt9z9Pm/wCBGvKIYdS83/hTbeaV/tzeZv8ApzA8w/8AxyvpSea20fSZZinl2tnAXKoPuoi5wB9BQBaorG8L+J9O8X6KmraUZTas7IDKm1sr14rZoAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKq6hplhq1qbXUrK2vLckMYrmJZEyOhwwIq1RQA2OOOGJIokVI0UKqKMBQOgA7CnUUUAU7fSdNs724vbbT7WC7uf9fPFCqyS/7zAZb8aLLSdN02S4ksNPtbWS5fzJ2ghVDK3PzMQPmPJ5PrVyigCnd6Tp1/c21zeafa3Nxatvt5ZoVdoW4OUJGVPA6egqPVtC0nXrdYNW021vokOVW4iD7T6jPT8K0KKAM6w8P6PpdhJY2GlWdtaSgiSGKBVV88HcMc/jUEXhPw5BYTWEWgaWlnOweW3FpH5cjDoWXGCR29K2KKAKN5o2l6hYR2F7ptnc2ceNlvNArxrgYGFIwMDgVgeMfiBpPghYIby3u57meMm2t7aEt5hHGM9B2rraKAPOfhT4b1G0j1bxTr1v8AZ9Y12cztAVwYIskquOx5Jx6Bc8iut8WadNq/hTU9Pt7W1up7iBkiiugDHvP3WbIP3ThunUVs0UAZnh3SRoXhrTNJDh/sdrHAXH8RVQCfxIzWnRRQBkL4V8PrrH9rromnjUd2/wC1C2TzN397djOffrVuz0nTdPuLq4stPtbae7ffcSQwqjTNknLkDLHJPJ9T61cooAp3mk6dqM1tNfafa3Utq/mW7zwq7RNwdykj5TwOR6Ci50nTb28try60+1nurY5gmlhVniPqrEZXoOlXKKAKGq6JpWuQLDqum2l9Gpyq3EKybT6jI4/CquleEvDuhTGfS9EsLOYjHmw26q+PTdjOK2aKACqeo6TpusQLBqen2t7CjiRY7mFZVVgCAwDAjOCeferlFAFe9sbPUrV7W+tYLq3f70U8YdG+oPFY9l4F8J6ddLdWnhzS4Z1OVkW2TKn1Bxx+FdBRQAVBeWVpqNpJaX1tDdW0gw8M8YdG5zyp4PIqeigCjNo2lXOlrpc+mWcunoFVbR4FaJQv3QEIxgY444ovdE0rUrGKxvtMsrq0iIMcE9urxoQMDCkYGASB7Gr1FABVPTtJ07SIXh0zT7WyidzI6W0KxqzHjcQoGTwOfarlFAGRq3hXQNekWXVtGsb2VRgSTwKzAem4jOKtaZo+m6LbfZtL0+1soM5MdvEsYJ9SAOTV2igAooooAqX+ladqqRpqNha3iROJI1uIVkCOOjDcDg+9LqcH2nS7uAWsF0ZIXUW9wAY5SQflbIPynoeDxVqigDnvAvh+Xwt4K0zRp3jae3jJlMf3d7MXYD2yxAroaKKAKdrpOnWF1c3Vnp9rb3F0264lhhVHmPJy5Ayx5PX1NVNW8K+H9emSbVtGsb2VBhZJ4FZgPTJGce1a9FAGfJoOjy6SNKk0qybThjFo1upiH/AcYqMeGtBW2s7caLp3kWTl7WP7Km2BiclkGPlOecjvWpRQAUUUUAYeo+DfDOrX323UNB066ujjMstsrM2PUkc/jVu+0DR9UsorO/0qyurWHHlwzQK6Jjj5QRgcelaNFAFKfR9LutMTTLjTbObT0VVW1kgVolC/dAQjGBgY44xU9ra29jax2tpBFb28S7Y4okCIg9ABwBU1FAFCw0TSdLnnn0/S7K0muDmaS3t0jaQ5J+YgDPJPX1pNW0LSdet1g1bTbW+iQ5VbiIPtPqM9PwrQooAzrDw/o+l2EljYaVZ21pKCJIYoFVXzwdwxz+NYOs6v4U+GGmLP/ZiWUF1LgR6dZgGRwM8hcDp6119FAHlnw60rUNf8X6t8QtZsHsmvFFvpttKuHSEYG8j1IA5927EV6hLFHPC8M0aSRSKVdHGVYHggg9RT6KAKun6bYaTai106ytrO3BLCK2iWNAT1OFAFWqKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKAP/Z\n" - }, - "metadata": {} - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "Now, let's see at the result of parsing this scattered PDF:" - ], - "metadata": { - "id": "Ty4AmHUO0-9b" - } - }, - { - "cell_type": "code", - "source": [ - "pdf_df = sparknlp.read().pdf(\"./scattered-pdf-files\")\n", - "pdf_df.select(\"text\").show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "9hWt1eR3i6fG", - "outputId": "e37d5db4-12bc-487d-fc6e-8e1bb882440f" - }, - "execution_count": 18, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|text |\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|Hello, this is line 1.\\nLine 3 should be below line 2.\\nThis is line 2, but it's placed above line 3.\\nFinally, this is line 4, far away.\\nA random heading up here.\\n|\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "As you can see in the result output and the PDF above content is not necessarily stored in reading order. It may be scattered due to:\n", - "\n", - "- Different text extraction strategies.\n", - "- Complex PDF layouts with multiple columns, tables, etc." - ], - "metadata": { - "id": "DEfkdP6S0cQ3" - } - }, - { - "cell_type": "markdown", - "source": [ - "Through `PDFLayoutTextStripper` and sorting we can ensure that text is arranged in a human-readable order, following a logical left-to-right and top-to-bottom flow, as shown below:" - ], - "metadata": { - "id": "WLmZxOxg0uo9" - } - }, - { - "cell_type": "code", - "source": [ - "from pyspark.sql.functions import *\n", - "\n", - "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./scattered-pdf-files\")\n", - "pdf_df.select(trim(regexp_replace(col(\"text\"), \"\\\\s+\", \" \"))).show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "NlILhGJ4LNwA", - "outputId": "08af5468-20a4-4d31-f2b6-38393106718e" - }, - "execution_count": 19, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|trim(regexp_replace(text, \\s+, , 1)) |\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|A random heading up here. Hello, this is line 1. This is line 2, but it's placed above line 3. Line 3 should be below line 2. Finally, this is line 4, far away.|\n", - "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "- `extractCoordinates`: Introuced in SparkNLP X.Y.Z, by default is `false`. When it's `true` force extracting coordinates of text in a `positions` column" - ], - "metadata": { - "id": "1Rzp2aMobtCH" - } - }, - { - "cell_type": "markdown", - "source": [ - "- `normalizeLigatures`: This parameter was introduced in SparkNLP X.Y.Z. By default, it is set to `true`, meaning that ligatures are automatically mapped to their corresponding individual characters. When set to `false`, ligatures remain unchanged in the text." - ], - "metadata": { - "id": "gbWFhCbKcUrT" - } - }, - { - "cell_type": "markdown", - "source": [ - "**What Are Ligatures?**" - ], - "metadata": { - "id": "U5viLWJDcp9J" - } - }, - { - "cell_type": "markdown", - "source": [ - "Ligatures are special character combinations that merge two or more letters into a single glyph. They are commonly used in typography to enhance readability, aesthetics, and spacing between certain letter pairs.\n", - "\n", - "Currently, the PDF reader maps the following ligatures:\n", - "\n", - "| Ligature | Mapped To |\n", - "|----------|-----------|\n", - "| **ff** | `[\"f\", \"f\"]` |\n", - "| **fi** | `[\"f\", \"i\"]` |\n", - "| **fl** | `[\"f\", \"l\"]` |\n", - "| **ffi** | `[\"f\", \"f\", \"i\"]` |\n", - "| **ffl** | `[\"f\", \"f\", \"l\"]` |\n", - "| **st** | `[\"s\", \"t\"]` |\n", - "| **œ** | `[\"o\", \"e\"]` |\n", - "\n", - "By enabling `normalizeLigatures`, SparkNLP ensures consistent text representation by replacing these ligatures with their standard character equivalents.\n" - ], - "metadata": { - "id": "FbN8CqFId-2P" - } - }, - { - "cell_type": "markdown", - "source": [ - "The helper function below helps to illustrate the use of `normalizeLigatures` parameter:" - ], - "metadata": { - "id": "52aFrZ5m0qPs" - } - }, - { - "cell_type": "code", - "source": [ - "from pyspark.sql import DataFrame\n", - "from pyspark.sql.functions import col, explode\n", - "\n", - "def filter_records_with_c(df: DataFrame, target_value: str = \"œ\") -> DataFrame:\n", - " df_exploded = df.withColumn(\"positions_exploded\", explode(col(\"positions\")))\n", - " df_exploded = df_exploded.withColumn(\"mapping_exploded\", explode(col(\"positions_exploded.mapping\")))\n", - " filtered_df = df_exploded.filter(col(\"mapping_exploded.c\") == target_value)\n", - "\n", - " return filtered_df" - ], - "metadata": { - "id": "V_sdfQD50ixc" - }, - "execution_count": 20, - "outputs": [] - }, - { - "cell_type": "code", - "source": [ - "params = {\"extractCoordinates\": \"true\", \"normalizeLigatures\": \"false\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", - "pdf_df.select(\"text\").show(truncate=False)" - ], - "metadata": { - "id": "Erm_EsDgfs-h", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "7510d3ed-9666-4b1a-a279-9563cde6b01f" - }, - "execution_count": 21, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+-------------------------------------------------------------------------+\n", - "|text |\n", - "+-------------------------------------------------------------------------+\n", - "|This is an example with ligatures: \\n \\nI love fine flowers and œuvre. \\n|\n", - "+-------------------------------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "As you can see in the dataframe we have a text with a ligature and we can find its coordinate performing some operations in the `positions` column (see `filter_records_with_c` function)." - ], - "metadata": { - "id": "NFa5UxfXQEYq" - } - }, - { - "cell_type": "code", - "source": [ - "ligatures_df = filter_records_with_c(pdf_df)\n", - "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "yPdfJlyFzrfl", - "outputId": "92c9d509-0e20-45d8-b76f-067df3b3a30f" - }, - "execution_count": 22, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "+------------------------------------------------------+\n", - "|mapping_exploded |\n", - "+------------------------------------------------------+\n", - "|{œ, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", - "+------------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "markdown", - "source": [ - "In the example above the coordinates for ligature `œ` starts with `(211.21817, 112.84473)`. Now, when we let `normalizeLigatures` as `true`, we will get those coordinates for `o` and `e` chars respectively as we can see beloww:" - ], - "metadata": { - "id": "mAiumsO42zmy" - } - }, - { - "cell_type": "code", - "source": [ - "params = {\"extractCoordinates\": \"true\"}\n", - "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", - "pdf_df.select(\"positions\").show(truncate=False)" - ], - "metadata": { - "id": "Y1Uj9bqacAIX", - "colab": { - "base_uri": "https://localhost:8080/" - }, - "outputId": "99616961-80d2-4f6b-820f-1cf558ad3f03" - }, - "execution_count": 23, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "Warning::Spark Session already created, some configs may not take.\n", - "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|positions |\n", - "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "|[{[{T, 72.0, 75.81787, 8.551758, 9.313965, 0, pdf}, {h, 80.54698, 75.81787, 7.786133, 9.313965, 0, pdf}, {i, 88.32877, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 91.43739, 75.81787, 7.0, 9.313965, 0, pdf}, { , 98.43349, 75.81787, 3.8896484, 9.313965, 0, pdf}, {i, 102.32096, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 105.42958, 75.81787, 7.0, 9.313965, 0, pdf}, { , 112.425674, 75.81787, 3.8896484, 9.313965, 0, pdf}, {a, 116.31315, 75.81787, 7.786133, 9.313965, 0, pdf}, {n, 124.09494, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 131.87672, 75.81787, 3.8896484, 9.313965, 0, pdf}, {e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf}, {x, 143.54599, 75.81787, 7.0, 9.313965, 0, pdf}, {a, 150.54208, 75.81787, 7.786133, 9.313965, 0, pdf}, {m, 158.32387, 75.81787, 11.662125, 9.313965, 0, pdf}, {p, 169.97948, 75.81787, 7.786133, 9.313965, 0, pdf}, {l, 177.76126, 75.81787, 3.1103516, 9.313965, 0, pdf}, {e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 188.65167, 75.81787, 3.8896484, 9.313965, 0, pdf}, {w, 192.53914, 75.81787, 10.110352, 9.313965, 0, pdf}, {i, 202.64386, 75.81787, 3.1103516, 9.313965, 0, pdf}, {t, 205.75247, 75.81787, 3.8896484, 9.313965, 0, pdf}, {h, 209.63995, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 217.42174, 75.81787, 3.8896484, 9.313965, 0, pdf}, {l, 221.3092, 75.81787, 3.1103668, 9.313965, 0, pdf}, {i, 224.41783, 75.81787, 3.1103516, 9.313965, 0, pdf}, {g, 227.52644, 75.81787, 7.786133, 9.313965, 0, pdf}, {a, 235.30823, 75.81787, 7.786133, 9.313965, 0, pdf}, {t, 243.09003, 75.81787, 3.8896484, 9.313965, 0, pdf}, {u, 246.9775, 75.81787, 7.786148, 9.313965, 0, pdf}, {r, 254.75928, 75.81787, 4.6621094, 9.313965, 0, pdf}, {e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf}, {s, 267.2006, 75.81787, 7.0, 9.313965, 0, pdf}, {:, 274.1967, 75.81787, 3.8896484, 9.313965, 0, pdf}, { , 278.08417, 75.81787, 3.889618, 9.313965, 0, pdf}, { , 72.0, 94.3313, 3.8896484, 9.313965, 0, pdf}, {I, 72.0, 112.84473, 3.8896484, 9.313965, 0, pdf}, { , 75.88748, 112.84473, 3.8896408, 9.313965, 0, pdf}, {l, 79.774956, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}, {v, 90.66536, 112.84473, 7.0, 9.313965, 0, pdf}, {e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 105.44324, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 109.33072, 112.84473, 0.0, 9.313965, 0, pdf}, {i, 109.33072, 112.84473, 7.0, 9.313965, 0, pdf}, {n, 116.32681, 112.84473, 7.786133, 9.313965, 0, pdf}, {e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 131.89038, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 135.77786, 112.84473, 3.8896484, 9.313965, 0, pdf}, {l, 139.66534, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}, {w, 150.55576, 112.84473, 10.110352, 9.313965, 0, pdf}, {e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf}, {r, 168.44225, 112.84473, 4.6621094, 9.313965, 0, pdf}, {s, 173.10175, 112.84473, 7.0, 9.313965, 0, pdf}, { , 180.09784, 112.84473, 3.8896637, 9.313965, 0, pdf}, {a, 183.98532, 112.84473, 7.786133, 9.313965, 0, pdf}, {n, 191.76712, 112.84473, 7.786133, 9.313965, 0, pdf}, {d, 199.5489, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 207.33069, 112.84473, 3.8896484, 9.313965, 0, pdf}, {o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf}, {e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}, {u, 224.42465, 112.84473, 7.786148, 9.313965, 0, pdf}, {v, 232.20645, 112.84473, 7.0, 9.313965, 0, pdf}, {r, 239.20255, 112.84473, 4.6621094, 9.313965, 0, pdf}, {e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf}, {., 251.64383, 112.84473, 3.8896637, 9.313965, 0, pdf}, { , 255.53131, 112.84473, 3.8896484, 9.313965, 0, pdf}]}]|\n", - "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "no_ligatures_df = filter_records_with_c(pdf_df)\n", - "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "95HEjR9j014q", - "outputId": "2842c792-17f5-4572-d71a-2b62772808a5" - }, - "execution_count": 24, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "+----------------+\n", - "|mapping_exploded|\n", - "+----------------+\n", - "+----------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "no_ligatures_df = filter_records_with_c(pdf_df, target_value = \"o\")\n", - "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "TO4Mpo6T1Gtn", - "outputId": "a155f5e3-a705-416c-b323-ec3854297455" - }, - "execution_count": 25, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "+-----------------------------------------------------+\n", - "|mapping_exploded |\n", - "+-----------------------------------------------------+\n", - "|{o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", - "|{o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", - "|{o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf} |\n", - "+-----------------------------------------------------+\n", - "\n" - ] - } - ] - }, - { - "cell_type": "code", - "source": [ - "ligatures_df = filter_records_with_c(pdf_df, target_value = \"e\")\n", - "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" - ], - "metadata": { - "colab": { - "base_uri": "https://localhost:8080/" - }, - "id": "0sptUO-K2PVN", - "outputId": "a758cff6-c308-4a2f-d9b3-47a7891b4812" - }, - "execution_count": 26, - "outputs": [ - { - "output_type": "stream", - "name": "stdout", - "text": [ - "+------------------------------------------------------+\n", - "|mapping_exploded |\n", - "+------------------------------------------------------+\n", - "|{e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf} |\n", - "|{e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", - "|{e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", - "|{e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", - "|{e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", - "|{e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", - "|{e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", - "|{e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf} |\n", - "+------------------------------------------------------+\n", - "\n" - ] - } + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "tzcU5p2gdak9" + }, + "source": [ + "# Introducing PDF reader in SparkNLP\n", + "This notebook showcases the newly added `sparknlp.read().pdf()` method in Spark NLP that parses PDF content from both local files and distributed file systems into a Spark DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DczWop6QeE8F", + "outputId": "f917cf92-def5-4f4f-d37e-03491e17583d" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Apache Spark version: 3.5.1\n" + ] + } + ], + "source": [ + "import sparknlp\n", + "# let's start Spark with Spark NLP\n", + "spark = sparknlp.start()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "RFOFhaEedalB" + }, + "source": [ + "## Setup and Initialization\n", + "Let's keep in mind a few things before we start 😊\n", + "\n", + "Support for reading pdf files was introduced in Spark NLP 5.5.2 Please make sure you have upgraded to the latest Spark NLP release.\n", + "\n", + "For local files example we will download a couple of PDF files from Spark NLP Github repo:" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "ya8qZe00dalC", + "outputId": "b9493ab5-5c35-46a5-b112-5d5079326dcb" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--2025-06-05 21:14:42-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 25803 (25K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/pdf-title.pdf’\n", + "\n", + "pdf-title.pdf 100%[===================>] 25.20K --.-KB/s in 0.009s \n", + "\n", + "2025-06-05 21:14:43 (2.82 MB/s) - ‘pdf-examples/pdf-title.pdf’ saved [25803/25803]\n", + "\n", + "--2025-06-05 21:14:43-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.109.133, 185.199.111.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.109.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 9487 (9.3K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/text_3_pages.pdf’\n", + "\n", + "text_3_pages.pdf 100%[===================>] 9.26K --.-KB/s in 0.001s \n", + "\n", + "2025-06-05 21:14:44 (7.53 MB/s) - ‘pdf-examples/text_3_pages.pdf’ saved [9487/9487]\n", + "\n" + ] + } + ], + "source": [ + "!mkdir pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf -P pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf -P pdf-examples" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "WNBXvLfWhIN9", + "outputId": "f420fbe6-34cf-4ddb-bea0-58b527dd6a96" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.111.133, 185.199.108.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.111.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 1563 (1.5K) [application/octet-stream]\n", + "Saving to: ‘scattered-pdf-files/unsorted_text.pdf’\n", + "\n", + "unsorted_text.pdf 100%[===================>] 1.53K --.-KB/s in 0s \n", + "\n", + "2025-06-05 21:14:44 (23.5 MB/s) - ‘scattered-pdf-files/unsorted_text.pdf’ saved [1563/1563]\n", + "\n" + ] + } + ], + "source": [ + "!mkdir scattered-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf -P scattered-pdf-files" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "vbqANFcvf9dF", + "outputId": "2edd3a7e-922a-4eb3-fc9f-6ddd3714a47b" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "--2025-06-05 21:14:44-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.110.133, 185.199.109.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 19436 (19K) [application/octet-stream]\n", + "Saving to: ‘coordinates-pdf-files/ligatures_text.pdf’\n", + "\n", + "ligatures_text.pdf 100%[===================>] 18.98K --.-KB/s in 0.006s \n", + "\n", + "2025-06-05 21:14:45 (3.24 MB/s) - ‘coordinates-pdf-files/ligatures_text.pdf’ saved [19436/19436]\n", + "\n" + ] + } + ], + "source": [ + "!mkdir coordinates-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf -P coordinates-pdf-files" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "tIo_swb0Q79-", + "outputId": "feace60d-57d1-4a7b-80eb-73b22c34a38e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "total 20K\n", + "-rw-r--r-- 1 root root 19K Jun 5 21:14 ligatures_text.pdf\n" + ] + } + ], + "source": [ + "!ls -lh coordinates-pdf-files" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gDhne71P2pFm" + }, + "source": [ + "Let's install some packages to visualize the PDFs documents" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "O8eOC4s_jN3p", + "outputId": "b90c0174-0896-4c46-f509-bc023338eeb5" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading package lists... Done\n", + "Building dependency tree... Done\n", + "Reading state information... Done\n", + "The following NEW packages will be installed:\n", + " poppler-utils\n", + "0 upgraded, 1 newly installed, 0 to remove and 35 not upgraded.\n", + "Need to get 186 kB of archives.\n", + "After this operation, 697 kB of additional disk space will be used.\n", + "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.8 [186 kB]\n", + "Fetched 186 kB in 1s (126 kB/s)\n", + "Selecting previously unselected package poppler-utils.\n", + "(Reading database ... 126111 files and directories currently installed.)\n", + "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.8_amd64.deb ...\n", + "Unpacking poppler-utils (22.02.0-2ubuntu0.8) ...\n", + "Setting up poppler-utils (22.02.0-2ubuntu0.8) ...\n", + "Processing triggers for man-db (2.10.2-1) ...\n", + "Collecting pdf2image\n", + " Downloading pdf2image-1.17.0-py3-none-any.whl.metadata (6.2 kB)\n", + "Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from pdf2image) (11.2.1)\n", + "Downloading pdf2image-1.17.0-py3-none-any.whl (11 kB)\n", + "Installing collected packages: pdf2image\n", + "Successfully installed pdf2image-1.17.0\n" + ] + } + ], + "source": [ + "!apt-get install poppler-utils\n", + "!pip install pdf2image" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "EoFI66NAdalE" + }, + "source": [ + "## Parsing PDFs from Local Files\n", + "Use the `pdf()` method to parse Excel content from local directories." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2F4nniCYzA88" + }, + "source": [ + "- Update introduced in SparkNLP X.Y.Z: pdf reader now also identifies the pages for each PDF file" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "bAkMjJ1vdalE", + "outputId": "f18cbe9f-e469-49c7-c435-8b336ae0f91e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595| NULL| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ], + "source": [ + "import sparknlp\n", + "\n", + "pdf_df = sparknlp.read().pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VWbUgoVQrO8m", + "outputId": "d612ddd7-1785-4d22-e6f1-c7b87d07af5d" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "root\n", + " |-- path: string (nullable = true)\n", + " |-- modificationTime: timestamp (nullable = true)\n", + " |-- length: long (nullable = true)\n", + " |-- text: string (nullable = true)\n", + " |-- positions: array (nullable = true)\n", + " | |-- element: struct (containsNull = true)\n", + " | | |-- mapping: array (nullable = true)\n", + " | | | |-- element: struct (containsNull = true)\n", + " | | | | |-- c: string (nullable = true)\n", + " | | | | |-- x: float (nullable = false)\n", + " | | | | |-- y: float (nullable = false)\n", + " | | | | |-- width: float (nullable = false)\n", + " | | | | |-- height: float (nullable = false)\n", + " | | | | |-- fontSize: integer (nullable = false)\n", + " | | | | |-- source: string (nullable = true)\n", + " |-- height_dimension: integer (nullable = true)\n", + " |-- width_dimension: integer (nullable = true)\n", + " |-- content: binary (nullable = true)\n", + " |-- exception: string (nullable = true)\n", + " |-- pagenum: integer (nullable = true)\n", + "\n" + ] + } + ], + "source": [ + "pdf_df.printSchema()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "BB2FEfegGuxl" + }, + "source": [ + "You can also use DFS file systems like:\n", + "- Databricks: `dbfs://`\n", + "- HDFS: `hdfs://`\n", + "- Microsoft Fabric OneLake: `abfss://`" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "C1KhfLcCPizR" + }, + "source": [ + "### Configuration Parameters" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "OUSSGmjrPnPY" + }, + "source": [ + "You can customize the behavior of PDF reader with some parameters." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "7jefzVyEP8f_" + }, + "source": [ + "- `storeSplittedPdf`: By default, it's `false`. When it's `true` it stores bytes content of splitted pdf in `content` column" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "gDJyUi_9R4fr", + "outputId": "971e4ca5-9533-418c-ccf5-3532e3b70db1" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension| content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| This is a page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is another p...| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| Yet another page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "\n" + ] + } + ], + "source": [ + "params = {\"storeSplittedPdf\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gRlyYVs4yeev" + }, + "source": [ + "- `setSplitPage`: Introduced in SparkNLP 6.0.2. By default, it's `true`. When it's `false` it does not identify pages in the PDF documents" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3BLsKZ0_y1yk", + "outputId": "02ab56f8-e5e9-4300-b140-0b81b21f1881" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487|This is a page.\\n...| NULL| 841| 595| NULL| NULL| 0|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ], + "source": [ + "params = {\"splitPage\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2MuCHkIkKXCK" + }, + "source": [ + "- `onlyPageNum`: Introduced in SparkNLP 6.0.2. By default, it's `false`. When it's `true` it only identifies page numbers in the PDF documents." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "wMmySMmCKcQu", + "outputId": "663edc53-b638-4d00-fc25-79e4ad314577" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length|text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 25803| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 2|\n", + "|file:/content/pdf...|2025-06-05 21:14:...| 9487| | NULL| 1| 1| NULL| NULL| 3|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ], + "source": [ + "params = {\"onlyPageNum\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "-VwMbGLYJQyI" + }, + "source": [ + "- `setTextStripper`: Introduced in SparkNLP X.Y.Z. It can have two vaules:\n", + " - PDFTextStripper: This is the default. It extracts text from a PDF, but the output often loses the original layout and formatting.\n", + " - PDFLayoutTextStripper: This customized version enhances PDF Text Stripper by preserving the visual layout." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "ma0Oclru10tW" + }, + "source": [ + "- `sort`: Introduced in SparkNLP X.Y.Z. It's default is `false`. We suggest to set it as `true` when using PDFLayoutTextStripper because it sorts and organizes text positions to retain a structure closer to the original document." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "GQm2LdeZz-UX" + }, + "source": [ + "To better understand the benefit of using `PDFLayoutTextStripper` and `sort` let's check the PDF below" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "ofoU4NstkQSG", + "outputId": "b98710f4-5dc9-42e5-cade-1ed8c138509b" + }, + "outputs": [ + { + "data": { + "image/jpeg": "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\n", + "image/png": "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\n", + "text/plain": [ + "" ] - }, - { - "cell_type": "markdown", - "source": [ - "As you can see in the example above you can check the coordinates `(211.21817, 112.84473)` for characters `o` and `e`, whereas if you set `normalizeLigatures` to `false` you will get those coordinates for ligature `œ`" - ], - "metadata": { - "id": "2Tp0oXSWffiY" - } + }, + "metadata": {}, + "output_type": "display_data" } - ], - "metadata": { + ], + "source": [ + "from pdf2image import convert_from_path\n", + "from IPython.display import display\n", + "\n", + "pdf_path = \"./scattered-pdf-files/unsorted_text.pdf\"\n", + "\n", + "images = convert_from_path(pdf_path)\n", + "for img in images:\n", + " display(img)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "Ty4AmHUO0-9b" + }, + "source": [ + "Now, let's see at the result of parsing this scattered PDF:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { "colab": { - "provenance": [] - }, - "kernelspec": { - "display_name": "Python 3 (ipykernel)", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.10.12" + "base_uri": "https://localhost:8080/" + }, + "id": "9hWt1eR3i6fG", + "outputId": "e37d5db4-12bc-487d-fc6e-8e1bb882440f" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|text |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|Hello, this is line 1.\\nLine 3 should be below line 2.\\nThis is line 2, but it's placed above line 3.\\nFinally, this is line 4, far away.\\nA random heading up here.\\n|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] } + ], + "source": [ + "pdf_df = sparknlp.read().pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "DEfkdP6S0cQ3" + }, + "source": [ + "As you can see in the result output and the PDF above content is not necessarily stored in reading order. It may be scattered due to:\n", + "\n", + "- Different text extraction strategies.\n", + "- Complex PDF layouts with multiple columns, tables, etc." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "WLmZxOxg0uo9" + }, + "source": [ + "Through `PDFLayoutTextStripper` and sorting we can ensure that text is arranged in a human-readable order, following a logical left-to-right and top-to-bottom flow, as shown below:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "NlILhGJ4LNwA", + "outputId": "08af5468-20a4-4d31-f2b6-38393106718e" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|trim(regexp_replace(text, \\s+, , 1)) |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|A random heading up here. Hello, this is line 1. This is line 2, but it's placed above line 3. Line 3 should be below line 2. Finally, this is line 4, far away.|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "from pyspark.sql.functions import *\n", + "\n", + "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(trim(regexp_replace(col(\"text\"), \"\\\\s+\", \" \"))).show(truncate=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "1Rzp2aMobtCH" + }, + "source": [ + "- `extractCoordinates`: Introuced in SparkNLP 6.0.3, by default is `false`. When it's `true` force extracting coordinates of text in a `positions` column" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "gbWFhCbKcUrT" + }, + "source": [ + "- `normalizeLigatures`: This parameter was introduced in SparkNLP 6.0.3. By default, it is set to `true`, meaning that ligatures are automatically mapped to their corresponding individual characters. When set to `false`, ligatures remain unchanged in the text." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "U5viLWJDcp9J" + }, + "source": [ + "**What Are Ligatures?**" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "FbN8CqFId-2P" + }, + "source": [ + "Ligatures are special character combinations that merge two or more letters into a single glyph. They are commonly used in typography to enhance readability, aesthetics, and spacing between certain letter pairs.\n", + "\n", + "Currently, the PDF reader maps the following ligatures:\n", + "\n", + "| Ligature | Mapped To |\n", + "|----------|-----------|\n", + "| **ff** | `[\"f\", \"f\"]` |\n", + "| **fi** | `[\"f\", \"i\"]` |\n", + "| **fl** | `[\"f\", \"l\"]` |\n", + "| **ffi** | `[\"f\", \"f\", \"i\"]` |\n", + "| **ffl** | `[\"f\", \"f\", \"l\"]` |\n", + "| **st** | `[\"s\", \"t\"]` |\n", + "| **œ** | `[\"o\", \"e\"]` |\n", + "\n", + "By enabling `normalizeLigatures`, SparkNLP ensures consistent text representation by replacing these ligatures with their standard character equivalents.\n" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "52aFrZ5m0qPs" + }, + "source": [ + "The helper function below helps to illustrate the use of `normalizeLigatures` parameter:" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "id": "V_sdfQD50ixc" + }, + "outputs": [], + "source": [ + "from pyspark.sql import DataFrame\n", + "from pyspark.sql.functions import col, explode\n", + "\n", + "def filter_records_with_c(df: DataFrame, target_value: str = \"œ\") -> DataFrame:\n", + " df_exploded = df.withColumn(\"positions_exploded\", explode(col(\"positions\")))\n", + " df_exploded = df_exploded.withColumn(\"mapping_exploded\", explode(col(\"positions_exploded.mapping\")))\n", + " filtered_df = df_exploded.filter(col(\"mapping_exploded.c\") == target_value)\n", + "\n", + " return filtered_df" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Erm_EsDgfs-h", + "outputId": "7510d3ed-9666-4b1a-a279-9563cde6b01f" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+-------------------------------------------------------------------------+\n", + "|text |\n", + "+-------------------------------------------------------------------------+\n", + "|This is an example with ligatures: \\n \\nI love fine flowers and œuvre. \\n|\n", + "+-------------------------------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "params = {\"extractCoordinates\": \"true\", \"normalizeLigatures\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "NFa5UxfXQEYq" + }, + "source": [ + "As you can see in the dataframe we have a text with a ligature and we can find its coordinate performing some operations in the `positions` column (see `filter_records_with_c` function)." + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yPdfJlyFzrfl", + "outputId": "92c9d509-0e20-45d8-b76f-067df3b3a30f" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{œ, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "ligatures_df = filter_records_with_c(pdf_df)\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "mAiumsO42zmy" + }, + "source": [ + "In the example above the coordinates for ligature `œ` starts with `(211.21817, 112.84473)`. Now, when we let `normalizeLigatures` as `true`, we will get those coordinates for `o` and `e` chars respectively as we can see beloww:" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "Y1Uj9bqacAIX", + "outputId": "99616961-80d2-4f6b-820f-1cf558ad3f03" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|positions |\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|[{[{T, 72.0, 75.81787, 8.551758, 9.313965, 0, pdf}, {h, 80.54698, 75.81787, 7.786133, 9.313965, 0, pdf}, {i, 88.32877, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 91.43739, 75.81787, 7.0, 9.313965, 0, pdf}, { , 98.43349, 75.81787, 3.8896484, 9.313965, 0, pdf}, {i, 102.32096, 75.81787, 3.1103516, 9.313965, 0, pdf}, {s, 105.42958, 75.81787, 7.0, 9.313965, 0, pdf}, { , 112.425674, 75.81787, 3.8896484, 9.313965, 0, pdf}, {a, 116.31315, 75.81787, 7.786133, 9.313965, 0, pdf}, {n, 124.09494, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 131.87672, 75.81787, 3.8896484, 9.313965, 0, pdf}, {e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf}, {x, 143.54599, 75.81787, 7.0, 9.313965, 0, pdf}, {a, 150.54208, 75.81787, 7.786133, 9.313965, 0, pdf}, {m, 158.32387, 75.81787, 11.662125, 9.313965, 0, pdf}, {p, 169.97948, 75.81787, 7.786133, 9.313965, 0, pdf}, {l, 177.76126, 75.81787, 3.1103516, 9.313965, 0, pdf}, {e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 188.65167, 75.81787, 3.8896484, 9.313965, 0, pdf}, {w, 192.53914, 75.81787, 10.110352, 9.313965, 0, pdf}, {i, 202.64386, 75.81787, 3.1103516, 9.313965, 0, pdf}, {t, 205.75247, 75.81787, 3.8896484, 9.313965, 0, pdf}, {h, 209.63995, 75.81787, 7.786133, 9.313965, 0, pdf}, { , 217.42174, 75.81787, 3.8896484, 9.313965, 0, pdf}, {l, 221.3092, 75.81787, 3.1103668, 9.313965, 0, pdf}, {i, 224.41783, 75.81787, 3.1103516, 9.313965, 0, pdf}, {g, 227.52644, 75.81787, 7.786133, 9.313965, 0, pdf}, {a, 235.30823, 75.81787, 7.786133, 9.313965, 0, pdf}, {t, 243.09003, 75.81787, 3.8896484, 9.313965, 0, pdf}, {u, 246.9775, 75.81787, 7.786148, 9.313965, 0, pdf}, {r, 254.75928, 75.81787, 4.6621094, 9.313965, 0, pdf}, {e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf}, {s, 267.2006, 75.81787, 7.0, 9.313965, 0, pdf}, {:, 274.1967, 75.81787, 3.8896484, 9.313965, 0, pdf}, { , 278.08417, 75.81787, 3.889618, 9.313965, 0, pdf}, { , 72.0, 94.3313, 3.8896484, 9.313965, 0, pdf}, {I, 72.0, 112.84473, 3.8896484, 9.313965, 0, pdf}, { , 75.88748, 112.84473, 3.8896408, 9.313965, 0, pdf}, {l, 79.774956, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}, {v, 90.66536, 112.84473, 7.0, 9.313965, 0, pdf}, {e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 105.44324, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 109.33072, 112.84473, 0.0, 9.313965, 0, pdf}, {i, 109.33072, 112.84473, 7.0, 9.313965, 0, pdf}, {n, 116.32681, 112.84473, 7.786133, 9.313965, 0, pdf}, {e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 131.89038, 112.84473, 3.8896484, 9.313965, 0, pdf}, {f, 135.77786, 112.84473, 3.8896484, 9.313965, 0, pdf}, {l, 139.66534, 112.84473, 3.1103516, 9.313965, 0, pdf}, {o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}, {w, 150.55576, 112.84473, 10.110352, 9.313965, 0, pdf}, {e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf}, {r, 168.44225, 112.84473, 4.6621094, 9.313965, 0, pdf}, {s, 173.10175, 112.84473, 7.0, 9.313965, 0, pdf}, { , 180.09784, 112.84473, 3.8896637, 9.313965, 0, pdf}, {a, 183.98532, 112.84473, 7.786133, 9.313965, 0, pdf}, {n, 191.76712, 112.84473, 7.786133, 9.313965, 0, pdf}, {d, 199.5489, 112.84473, 7.786133, 9.313965, 0, pdf}, { , 207.33069, 112.84473, 3.8896484, 9.313965, 0, pdf}, {o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf}, {e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}, {u, 224.42465, 112.84473, 7.786148, 9.313965, 0, pdf}, {v, 232.20645, 112.84473, 7.0, 9.313965, 0, pdf}, {r, 239.20255, 112.84473, 4.6621094, 9.313965, 0, pdf}, {e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf}, {., 251.64383, 112.84473, 3.8896637, 9.313965, 0, pdf}, { , 255.53131, 112.84473, 3.8896484, 9.313965, 0, pdf}]}]|\n", + "+--------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "params = {\"extractCoordinates\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"positions\").show(truncate=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "95HEjR9j014q", + "outputId": "2842c792-17f5-4572-d71a-2b62772808a5" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+----------------+\n", + "|mapping_exploded|\n", + "+----------------+\n", + "+----------------+\n", + "\n" + ] + } + ], + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df)\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TO4Mpo6T1Gtn", + "outputId": "a155f5e3-a705-416c-b323-ec3854297455" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+-----------------------------------------------------+\n", + "|mapping_exploded |\n", + "+-----------------------------------------------------+\n", + "|{o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf} |\n", + "+-----------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df, target_value = \"o\")\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "0sptUO-K2PVN", + "outputId": "a758cff6-c308-4a2f-d9b3-47a7891b4812" + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf} |\n", + "|{e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "|{e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf} |\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ], + "source": [ + "ligatures_df = filter_records_with_c(pdf_df, target_value = \"e\")\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "2Tp0oXSWffiY" + }, + "source": [ + "As you can see in the example above you can check the coordinates `(211.21817, 112.84473)` for characters `o` and `e`, whereas if you set `normalizeLigatures` to `false` you will get those coordinates for ligature `œ`" + ] + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" }, - "nbformat": 4, - "nbformat_minor": 0 -} \ No newline at end of file + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 1 +} From 460e33a13b690d6699f1b67cffdd405ba43ddaa0 Mon Sep 17 00:00:00 2001 From: Danilo Burbano Date: Wed, 11 Jun 2025 17:55:54 -0500 Subject: [PATCH 4/5] [SPARKNLP-1162] Adding exceptions log column --- .../com/johnsnowlabs/reader/PdfToText.scala | 65 +++++++++++------- .../reader/util/pdf/PdfUtils.scala | 34 +++++++++ .../reader/pdf-corrupted/corrupted.pdf | Bin 0 -> 711171 bytes .../johnsnowlabs/reader/PdfToTextTest.scala | 14 ++++ 4 files changed, 90 insertions(+), 23 deletions(-) create mode 100644 src/test/resources/reader/pdf-corrupted/corrupted.pdf diff --git a/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala b/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala index 28d62286eaa4c4..e7ea2d217981c2 100644 --- a/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala +++ b/src/main/scala/com/johnsnowlabs/reader/PdfToText.scala @@ -23,15 +23,15 @@ import org.apache.pdfbox.pdmodel.PDDocument import org.apache.pdfbox.text.PDFTextStripper import org.apache.spark.internal.Logging import org.apache.spark.ml.Transformer +import org.apache.spark.ml.param.ParamMap import org.apache.spark.ml.param.shared.{HasInputCol, HasOutputCol} -import org.apache.spark.ml.param.{BooleanParam, Param, ParamMap} import org.apache.spark.ml.util.{DefaultParamsReadable, DefaultParamsWritable, Identifiable} import org.apache.spark.sql.expressions.UserDefinedFunction -import org.apache.spark.sql.functions.{col, posexplode_outer, udf} +import org.apache.spark.sql.functions.{col, lit, posexplode_outer, udf} import org.apache.spark.sql.types._ import org.apache.spark.sql.{DataFrame, Dataset} -import java.io.ByteArrayOutputStream +import java.io.{ByteArrayOutputStream, PrintWriter, StringWriter} import scala.util.{Failure, Success, Try} /** Extract text from PDF document to a single string or to several strings per each page. Input @@ -130,13 +130,14 @@ class PdfToText(override val uid: String) setDefault(inputCol -> "content", outputCol -> "text") private def transformUDF: UserDefinedFunction = udf( - (path: String, content: Array[Byte]) => { - doProcess(content) + (path: String, content: Array[Byte], exception: String) => { + doProcess(content, exception) }, ArrayType(outputDataType)) - private def doProcess(content: Array[Byte]) - : Seq[(String, Seq[PageMatrix], Int, Int, Array[Byte], String, Int)] = { + private def doProcess( + content: Array[Byte], + exception: String): Seq[(String, Seq[PageMatrix], Int, Int, Array[Byte], String, Int)] = { val pagesTry = Try( pdfToText( content, @@ -149,8 +150,14 @@ class PdfToText(override val uid: String) $(normalizeLigatures))) pagesTry match { - case Failure(_) => - Seq() + case Failure(e) => + log.error("Pdf load error during text extraction") + val sw = new StringWriter + e.printStackTrace(new PrintWriter(sw)) + log.error(sw.toString) + log.error(pagesTry.toString) + val errMessage = e.toString + " " + e.getMessage + Seq(("", Seq(), -1, -1, Array(), exception.concatException(s"PdfToText: $errMessage"), 0)) case Success(content) => content } @@ -161,7 +168,15 @@ class PdfToText(override val uid: String) val selCols1 = df.columns .filterNot(_ == $(inputCol)) - .map(col) :+ posexplode_outer(transformUDF(df.col($(originCol)), df.col($(inputCol)))) + .map(col) :+ posexplode_outer( + transformUDF( + df.col($(originCol)), + df.col($(inputCol)), + if (df.columns.contains("exception")) { + col("exception") + } else { + lit(null) + })) .as(Seq("tmp_num", "tmp_result")) val selCols = df.columns .filterNot(_ == $(inputCol)) @@ -183,21 +198,25 @@ class PdfToText(override val uid: String) getOrDefault(inputCol), throw new RuntimeException(s"Column not found ${getOrDefault(inputCol)}")) - pdfs flatMap { case BinaryFile(bytes, path) => - doProcess(bytes).zipWithIndex.map { - case ((text, pageMatrix, _, _, content, exception, _), pageNum) => - val metadata = - Map("exception" -> exception, "sourcePath" -> path, "pageNum" -> pageNum.toString) + pdfs flatMap { + case BinaryFile(bytes, path) => + doProcess(bytes, path).zipWithIndex.map { + case ((text, pageMatrix, _, _, content, exception, _), pageNum) => + val metadata = + Map("exception" -> exception, "sourcePath" -> path, "pageNum" -> pageNum.toString) + + val result = lightRecord ++ Map( + getOutputCol -> Seq(OcrText(text, metadata, content)), + getOrDefault(pageNumCol) -> Seq(PageNum(pageNum))) - val result = lightRecord ++ Map( - getOutputCol -> Seq(OcrText(text, metadata, content)), - getOrDefault(pageNumCol) -> Seq(PageNum(pageNum))) + if ($(extractCoordinates)) + result ++ Map("positions" -> pageMatrix.map(pm => PositionsOutput(pm.mapping))) + else + result - if ($(extractCoordinates)) - result ++ Map("positions" -> pageMatrix.map(pm => PositionsOutput(pm.mapping))) - else - result - } + case _ => lightRecord.chainExceptions(s"Wrong Input in $uid") + } + case _ => Seq(lightRecord.chainExceptions(s"Wrong Input in $uid")) } } } diff --git a/src/main/scala/com/johnsnowlabs/reader/util/pdf/PdfUtils.scala b/src/main/scala/com/johnsnowlabs/reader/util/pdf/PdfUtils.scala index 1ecc96f7160823..a571372d863e3a 100644 --- a/src/main/scala/com/johnsnowlabs/reader/util/pdf/PdfUtils.scala +++ b/src/main/scala/com/johnsnowlabs/reader/util/pdf/PdfUtils.scala @@ -15,6 +15,8 @@ */ package com.johnsnowlabs.reader.util.pdf +import com.johnsnowlabs.nlp.IAnnotation + trait PdfUtils { val MAX_CHARACTER_BEFORE_HEADER = 1000 @@ -26,4 +28,36 @@ trait PdfUtils { validContent } + implicit class exceptionUtils(existingException: String) { + def concatException(newException: String): String = { + newException match { + case null => existingException + case _ => { + existingException match { + case null => newException + case _ => existingException + " " + newException + } + } + } + } + } + + implicit class ChainException(lightRecord: Map[String, Seq[IAnnotation]]) { + def chainExceptions( + e: IAnnotation, + exceptionKey: String = "exception"): Map[String, Seq[IAnnotation]] = { + // chain exceptions + val chainedExceptions = lightRecord.getOrElse("exception", Seq.empty) :+ e + lightRecord.updated(exceptionKey, chainedExceptions) + } + def chainExceptions(e: String): Map[String, Seq[IAnnotation]] = chainExceptions( + PdfPipelineException(e)) + } + +} + +case class PdfPipelineException(message: String, source: String = "pdf_pipeline_exception") + extends IAnnotation { + override def annotatorType: String = source + def asString = s"$source::$message" } diff --git a/src/test/resources/reader/pdf-corrupted/corrupted.pdf b/src/test/resources/reader/pdf-corrupted/corrupted.pdf new file mode 100644 index 0000000000000000000000000000000000000000..a94938bb48a0f65a4fc5860529d463c61ca148a2 GIT binary patch literal 711171 zcmeF3cT`l_wy*7=wjk1qh>8TI0g+@?Q4|>k0VOIqBcaGtArwJk8vp@;1_T8JM3P0$ zIjD$8mYhLALXmSUinpLP^yzcYeea(0#`)unaTyFYtJr(4@SE#fbIrAN?K^RZ0>*ru z8Ea%oAtFM-tNPFu&CDxlh%>atno;noqwVZ1uoz}u7!Mx>?_EPPv^_H%+^$T)tAew0 zFvh9cq0!1%ERGpL{#3!x&gu@v6wAy$LmT3-cFb2L z4Ka>}-~(`*Hhy&H%5`tfc^TFWP1+Vj67lffWuU}^e-{46FtjRyP zMF1x7=Ph#RhfY{K6MJChri_-8l_T8L*q%$`rW8)lO4?fMrT{Q=(*b9`*B})Kv^D6U zw4I@a2^w?+gSH2MHO69ah87t6n-(%?4B8Gf$wU%-1UkcfRcr5#KgVuQn8UH#*KuDk z3SK!2&;lLQ-cU0O?Ee(p{|UQJzU(=GGBa#nSZ3J1lFYDu0rkLuVI4qS0)JD_-VJ}P z=dZp1DrDAy?JEnOziSAj-uDw`*q*w;b^iQF5$%ivW5kSv|Bd~uPSIiGw&T6aHj-xm4vQ$K;NaDaWX2n zJvV~wk3I#jrjn5*=)%4&O+IGWz8rf!;gtreGQ;+T*)J=gO)Ly0u+Gdn*Lkipqj&`1 zf`S4-9HbzU2gxje1fQY=1^M?C+V=-AGxzm8n408Kwr9S6FyIF>SJlwSo|#vLf>**C zjW+ooRiSEUVe>z_QPK`;`#-u-8M{9&pm8@b7%b3KNAGV0-5ZvFpBV6chyOb<_?h7l z*)#>2;SkO=VK8PmgfdMq_;50>cr}50!y#|h1lqz6Gy?lbq zeB^o$eT_g?v5@G(B9wd5&(;A61=Kp)#1qJN){0ddGG{q2NDG4maW3fK!YBi{nZ z%Xc6u;4aV)`kbGc??6;Q3ZNzVb1=`5ht33NMjkp79{}mWJ^akbgC+ovM3U=0bOI!~ z?tjqICrrKquH=0{?wpfIN`$Z@mDhbf78<;2aW6keUBLQveKyJjpsI|a9g#P}HU@y4)4+<>ygWP|g)&d7g{#9#%165HVa66pu0*9Icy$&@+ zFbf=N3gWy2O@Y>ef2XP7|CgqM|4>upf8zYz8}xslrh@-iQ^5mG0j&iOLh?H3>?f@KwH@LgDDG^T-f!4rhqjUM&4tCy#|Q%VW2K3f&&J~ z`)%+S5bMK0#pJ($U>`=_d++^a&%i+oK&%ft*gWCu7rWcLeBsLhZ`OcLBbBVJRod@9qxHRoCrJI^nhpvcDU;SfeY+#+XKQC z*x|kh#3-=CjSmP+V23*&5RJeNw>}{JfF16Az#<7d-28y`5O%ox0jnVFaQg$6KG@;@ z2dsCn!wnEv;9!S4Ab?@m;T8xG7Y6Ntcr^iMVbBH$6o7$){fs7{DeN$42Xh{F7^;KW z4Lgk0!E}Zl2J3=*1`br%b1&GR@jCD+*kQ!J=SQ%^n0?PFV24rrp29FFZU>b37eN6# zi1z;ya)L_(7A)e<9^C%f98V0+@CVwx<6mRbzdTI z-Jhl4x<5fdI%=N{;JQC4{x<)xKhF-DAa7w~v6r9#Ss0LQQFO4`|6K=0j?2O0`*Rmu zq3X%8I4DEalVfmDhN>sW-5@0dRSyM-Fmgl)?%PKbxE|R3f7yYW&kO@;H*zcqj6;nf z2a%u*86gLcpbRyJ95jMN6x0}Upa{xjKElWm4JbqQ$ngs(L-xpl3n)YO$N>vTWI^`G zK?*2C_Q3UP$DB zwx56PAFvBK2egjB|8f0ba1mf|$;$&s`|Vc_u23h)>j5Z3ogl9QpbT|_jDAptIsxGx zP6j6%?;1I3gPd~V>g0X~90f$flhfo2B5DAA635O5~hY$(Q1@@7KfDnm*!dwIy zks$9(c3=dANCbpP1cXQggh&L0NCbpP1cXQg6tyBC>L8%m_)pvazuN;2#m}sRfKY~j zP=}`5X$~*z2tQR zs)quq2Q(H18Vhj`LFOLF-b0l`+(SUzK|tI?K-@t<+(SUzLqM@A0^%M5LJ$H%5CTFF z0zwc1n$ideK?n#z2naz4DDFg%5d=;T$cqUALJ$H%5CTFF0zwc1LJ$H%00Ke)0!mUM zpnwShAqW8>2mv7o0nq>f(EtI_00Gee0nq>fWgZa_4G<6w5D*OzP!NNFXn=rdfPiR# zfM|e#Xn-KofC2&000Gee0ny-J)QRH1(FvT)kb{wbQYVW4Mkk;TWbdETiQ-S4AOigV z=|k~%`he3Vs9pb>J`{ha4>+NM?EO_AJ&M1C-h0c>LFg?5j<_I{^U4T--}l!v3SJp- zRCbU_GqdLdh5c~vZ%z>RIdNb{9*r@>nS%s75-xBZBu~g^#L!vn-np_7ZvVV|{~(uw zSHr>t+zkippy0iYwlFgX2eU{%!M(F^Ypk7$t)Vd*901>ul$0>E2Zz%L@?rw^1}X}M z_Ew<0&kS(B3bqY*(RPwp8(S=9FHb4}j(IJtao}YGUTJG^EPM-Xj5XOm$hOCU_Y!QV zD4bu<3^=`bz3x7=O^mQt3ULkD5PD!#8|cR%WhXC{!!4C<5_UVG`_tn=SHq*O$Ng^y zGvD~*&5a*#Vf$Qv$||R`o-b92fxC|rY>r4It;Lv`{s1qoZM+Ywauh)$b`fi=Rih|l7VXfhjIV%mymHLOzeZy8u*iMa3HaM`_HOiU>yo!!Q#2cGh ze^hKJb?I;XqNP?5eyUfypZ}~}bGJ*cDy^g%PEBX3>(6Eq16ty1t+`x~45b)TF-O&A z-=11Q7JhW%V@K(%u#J3!-CjLSTa}wKO5I78QQl@21u@y}uQJ&9kVzbii5@hEO?f|b zMCV?nMIBOQw;LwDY4YJ&W3NOd=UU0q?<~|MEijar87onx*;)?Po?v_-Cb7>uWtu}z z?!4uvJ95%&7?Tkfw(R!#V~6%O4DzzF?z6JQ#JMCnuJ$@`a=bE9Qa4|I>ZmkRSGR*n z7z#Zu@~}G~K)CiHJHrE;s%#r^VT5wZl~g}#lW{J|0^EmIwZ5-5ZJJYsM-QzMn`>PH z<5L|?JKI=dF88^7JbRoWj+-;D$S8`_;h}OR=enz1EYsWCpY%<>_y?8Ze^0GuXuEz= z)cDim+?N3>uhV5NiH=01q$YE*CRzCAuo%jWq&Jem)(on zb6xVq-XoS4h|^gw-o^ZS5}C*uk?0YBSj+oeCecv%YFip z)5~^RQKCbW4XB>B{3cwwpq^E8{;Rkj)Gi`lyc#Q+%M`6|Fh5c0og~G^fEaz{m&mRl z8gF`r;B0~yr#@^1F;-4a+D7uuQE8R7*`(kHc~3d?9z5p8ylJF#+UP*U4TNsxEd9>( z+Lt8zIjw)*w_Lxdk5-r=t}Sd!7hgl^pt&5N_@*`nn`g>96<$GLpCqtDxkv*y7?3B_*gSQ)817jQlQl(ql&M0aZC=BFVci|dND)9Z;n&?&}GF)9H ztVx4LHDa!q}d|W1M-rZn*vSr z`eYk4H#4+~swkbDjb5^^mP%xDIvRv-5x>YY7F{z~)G<{qq?=ojumLLi4a9U4d>Q6u zSnbQ&Uti5-<81JyaDUr+p0m|kG37~3-iOfM_c9R~KehNP$svQJFAhFikCv0?r(b-t zzPRdjRO7VSnKp)&;7(g5n>VTV6euE`Zz#yD%745Im)p5_ICs7kz7F7trb`9;HysP?I!we_;MrMuF2IXC4lie}f)Y>Q;~Q5Fh5Vq^dM-COulTvbe^ zwL-^amDFeRN634_O`Q?(tXt;3Vs857b`lo^GFBJ^QRQc`Zam8C&veUGGF&t>T;(fP ztn<*GZh4)s8L!ub(A}FenXy=oNDJ<05r_NZA1xBIJLP2@SZz#BvKaHOnjMn%_aO;y z`~||RjB6z+No^-MX;5C5ttxt`9Gr)FDpk(Stt61r+^T6^?WA(`dHcsS8WI?lCT%6T zdu*rG06KBqk4)`zn$Gj0l4NHiuGyEUGx2IOh;Hx z@KBm;pqTBkbyA;POW@I%S@^`y-ad7#Z{Ti}VBdX3lqO()tsV?Wh(xrOy{*pXqss3~rc|4f~p}#v4^D;*FAZvpIE3SapjoJ7XN)+?UH5 z$-dE%YUf!TpW0=AIWi&0E9H~{UQnpz9!$93%=B$|OwQ`_@IcQ5DJ3)2JK{2@HkFx1oSj%*+QStt6w58YJWlg2eS z6%5|kAL-h&@Fds2Q$8K0g;!FGq(S#O2MgK4+dR2?9Ikh4I;JgdYL3Qy8Dlr5WAf({ zxu!n%3muk%E;IC6fv*(31gp-|#|n=^*MC+dT91FRK`;#n*;_X168!BZdhV|uWsfc) zO?!Rl4N5BUgO3gjX9q59d{b45%8gJeT zY{-UNrFEY#e?t|m>J!LO&XgcLcqhL+#{3~nd)GW+EzW#4-iQ!>8~DxYsW@Eu-IALb zgN!`-EHBbxg&#Jz9~ZymI`10l<00TqY$C7}HeD*^RW0Gv%+bPlaKh9lgnGQZyfhcy z@O3az$;+u2XQY>8V08S@SEbniSgsy8)e#RCE$z=MPjcTx{Bkw!w46rT#`6o4IZte2 zy2mJ@J>t09XXZ^`xa0U7!p zUt)O_F{38z+Oc-23Z|wb7ezARs@I%SqC4zWC9DD0-m08ESkQi3#xk#--x@*7@1@V) zJ@T|~k3OZ*cca)r@Ds$osu#A^e>a)l(%uWi5rkvCX+6?b1+`QKTFU|IJOYT%^#R#% z<221;JNXM6SKI8bb~rG%thwau1WZ=fR4;MctrnQ?JW=jAmF=9UnJ1Cbef5RS={kN2 zFV3fr$37s|8yPD_-G)iu2(IIb{eqjMproLF_VD@ex`JD&g*BFrw^I45rx?ShV^8yx zU&)VFsC_i^@neUVf!;E_ON4bgAt#WanG(llgCr!4dZzytzGZyqi|?^VL}?$KWQDc9 zWSr0Mc$#k3u#ko9n)wAVKRRqnG_Gdo>(y10F%PA=b(P#3p@^>U$8`Gd`yhs_VbRi*@%u>>UJfydFARJurusk`l@LM| z968%kHyiB7oxSCAW|dmTvhXQop|_=h?;4%?2rbU(wb+-w(zqV5$cm8H@BzL|d~)UYw>@T5+3+aD<5jRyCs#rLU0Y1~Op|_|DbGcZfwb<(lZ-jKzY+;z^?Q<)+xpg+mn{3(6YDM?8CTINa4}Z38ITm*xz0gpOVE2GO z{C=Ef-W~fbz*Br}&Y&@N;8&r_YwG1J$`yC6X)&b_(qg-5@PiTWJa1&IM43OLoMxk3 zOGtLj@GScS}dm#e*)7_ zqK;NOu7q|G|GFh!hpUVwxbe1?i}$P;z9-hJX;9dGCAm!o8!P%?x;t+EWZCNc@j>F}{>AO2ph5O?nE|Sp zVE?XLbttxrG0#vUjQE~&sePx{m2UKLXxN;kn5T*{pv`c(((k~}El;vE93J&j;t|_z z{G@5+Ql>>6bafaecSqCPNGE)PWQiB|_)~Gwx14^F_mFBGDi3579wu2zv)k-)-Izu_#~%aMaOGm^73(@dx33ZMFSN?qfxM@M}MS^cogDLL`-gw*=crXhs; zOaVT=(7S0s*lDE6H@;ATVW;-{@UHV1odKbD+pBin<5%J&skW-nhnMT6zk00~XMC8> zh=bCtR3^VpYo+#CzZaRbe(Im53hT!>KT$eSc&(opn||6WGd5@M^4r3lj3-I*d^*`$ zqC!?|M@3Kboq0Unt&#i5>~I7Y&>=8Mg$t3E=GxjZi(FNTO~OX8p0BmuiE^%OlwPRD z$V}Q*4P>kB=mo85IHujrAf>)Knvd*}@nJXLhZF{SA$vwTi=xSmfd!*Lac zZ511AVz0iEt{czbLV|9t+_he=Fidz|Aq5@(F{L4t(^6B!Xkl}7k=5F#=r$P-_;QQQ za`Ie^sAJcs;njMLF|*patCnASB{ zqLAKt{gb}Nr7v|)Jg5{V*Pn`^+6^1^3dVUZjM8pt7K`a;1jT4<2N5LM^GP&>CIeHU zp^g%9`GR@5f;l<9`7ldH-;TM{_58loQC=S%h99dfGYtqjOdfCZ@f6tkK%E>!x=-Ax zytF&EKCUtMqhsVt31+I1w|_~3WrgL?KD z3n#<2TE>%e7ySI(LkrHp-_mFyj1x@yR4?gle-E9Ob5}SVm#m*JAu%Z&#xs7juL`IJ z)QtoAzCSHx$nL8xZ1`hm>Wi`BPrCTL*2Su%+K-54f&4=QeuZBvjihR)#*t7b$Ws-Bmz4zmdABDLqoualOB#&n&2) z-*JIgW@vM5Qg|p*WMdX@;Ni6Ogeic5*cpbxUT_{&I;OuXTeBQH@3~r^%d{ha!{qCh z2=0+ln}rSlrgI}Xfi^R!bH=ZIW+6x=5B>VuiI@WrVagp0LlW+tMduE?nJNQYdFms=x; zgY#|vg;fGW-*q$g#`n*syB&=NDe{GePiaiqCsw2}y&emJ$Mu~q5se$7T6ZR$t6^mC zHf`cR-{#P15+JB;`TXpZT%b-ZS7ILa7&W z-nGT1nMSJ?$a3jlrsE0q*Z6|A^7@Fj>(MTDGfr@OqFZn?qo3;q=7fg$X^gwliIZGh zT)GCD8yl9LbMNCGy?aN%r8cHExI){; z3p{-|MzdIEc_^}kphT*{l3vA4NY^(jR|=Ac^}erOsYfFM9v*-3(Sw>!T~@<8Rq90p zr`Da9eg~V-VX$2aqje#Q1{lS%ul76wi7We$(c`-Dg7$Y}->J&@y?E5t`%TMz zU)iZ$_q^`%t#1e04_{e}RjAl~`4iT|eIXrta(+9P)K$^CKE)I;x4TC4-IknCm*zyV zO*zU*O}}NGu6~L^Rizai3A$@?SOPpq&8>d`bsjpeIRx8oxQ`)eJ;T0P5 zW9iCp(du$!s4qC#{NUx5_76u$&2}s-ZFW83v4I075z-j>`i0!Ww?p zKX7PnvFUnM&f_stVrpG?%4wVaqL)|~b-l|@t5#7xO^Ims5Y2Y9?MoVKrz$96t=i?-SKOvQEu@dRK@F}JdF%DF5NN}t{z%^Kik># zQ*`No{M!w|eWpPJqV6l51Zq$CgGnD2>~2lV&aQ>YZlU+Or~UWz%=I#2jfVd2)cfY$ z$vP{83!W3(!^>7bPH3=N7H%izQl^f*?HH!yyfQ{V=BJ>%nPgiVX+FU3X=YqCr@8Y} z%alTPq=FscVzG6!ZpFQ8MM^w+m%}o`Wi@219KVdwU+DlLsPM=t^&Pd;D;?8g-q9Zu z>E7zmy;x|ksa$Km8O0zzeX<=b^RirhxbEM=?-uilGOC+w3)Yn>pNTR2Y2DaAOnus1tezW%Hx% z<4QZ$#BwG@_l-8fs8hqGVu!6KvGQfxPl5|85q95nGzK?9D>N$m*LzVu9fXO zt#q#Iq!tj$ToNc$zN*EPI>52@q30OhHeWMO`r6Pp8DrY0gt~y1t${^<>Kb}R5Y?Sc z?K#6?z!{eDOcnD?)#fzC9G%=txkRh#$Fz0?7rc3*W`U4$A**(!=wO!Ug9kc!7}qq+ zOU(+kcOKVz?FWA~^Ng1Jsv4(v9`kxyfG#@YYXW1<3te7g6B;>p!jU7DY8fS-vx1d5 z+|7Kmx-R4EwbpIf3Vqq~_3cQ#MsrzdwR|_nq_G@CUsDOD({UiGC!#|0d}&1V*eC+b zrPiKZcH!Kmo}R{u%}O!4*8?-rgxG+FbL*1hog(A&?P3U_0Vu^sJXY$mYT1e4LSAIR zYiVjOtmJV7npBnRXSLB12cCP#pPRyc98fIkI^k40jA<4hO&f@`$uXr5@U=89>pjoW zv=ZH!@%moI>pM$(^&C`KDuSH*R(FA>+*J4KSRyP>-WZ3_cNyVye?X? zEi;u%bMe>Bm9%!g-0C1psVLN=bne`_5^54=sL$Yzf`R<;5+fDvq-#CWpIbv*boHmK zemSy1WjyH@mztCj>5aJnxYmce)RwOxel=I2?T&Q6Nx$503~kNT@+xgOwQL8Z21h;G zti&@s!a^WCtdFy-n=7}m+9qIAFObwL-Kbe6PUk(Ai&$=Z9A)8_6lZ$gMJ%dbJRxPu zEEge%vZ=DO>EgFhK{-fud1k?FlGeoHe@s(qQS`Hnx38)MBGYi-)hhp;@&fe5($U)*p_4g-<*)yooax z66_&pdNW29e)@sE-SnuoUU75iv6&lD^fR_QKQ+0$whdyKa+DarWK~64@g?)p$B#{Y zJL;YwPY_N$rGK|1$V6yJ!KotD+FjUjGym4;bZ|*>Lf!Gix&fn}jD<~w!g$A~m_+=g`PIA?At^7*d zs5Ez3iPh^}Zgw@OM2}C};hmil#)qA&Mi>2qZlyTZSJSg3(pP^(#@T~}N&jgv`(({L z<&@qtm1XRmS)46doXX|*cnnz1X3FcjX{KoMs$rg~VbAz$Pzbw++^#!YA3sV6 z35-XKBb#fr{nD!go+l(3Te8J*;1erSj{II}z$I5-t?H67i=OfepVo`;hpF>4+nuey zcanWnMmsX`d*HA2nc6F%Nb%FTC;OJR(FM(0E0sh^Qb6|98xUhnGbJsq#K| zOx&8m2H(wkwdSQqT4G4Vb0sF^xgY~XgYHn{u6`G{-14r1T60kRq>D&-5tZG8op=Mu zwtQk`Vx+gxMQu{s2CgPPg|K;9hMe+#AEJynQKO0o&bo3`wNfRySp94>0X0ymuV~ap|JtG-tCZC zENi5G5VGu7th4sj0iN&~keoj!QfRpLMRe2$Lod3ZQMFxxDA?T&^}*8bjID3$?~Z@v zC6%q`W7jH{0xC2x1lQGRhUT5VB+*zaj~N4`=;roI#_i}{z1^(Q9`W-J*K25G)V(MQ ztLfK1Su#FXoj>c>DJ5G_M=Ly*q6e1K;8xm^;!=sD>&N`(&&hS2s7^Je)kz##m1v>J zwtblAB9rG>s#(FWT_Gz_se4uX^2^NAl=GAZ8+hG{YwCrp%GsB-i!XO(A=LB5?iC8U zEIu-+U&bd*guIMZ0Qcv%GaXL!v zsbT$HksAG?lC1Wwb4RjX@F5fN77C5ur?itSO;ow#Hv@9r7G=R(axcBdo^aQzBX{4y zM-j%6oA2s*-$WEY=c4oI2@f+UcSgYLX&c41bt`AXT#YKa#)B-(!z(c@yrtYRxNxRf zQ!6e{C7#jx8ttvdMT4vdqhUi=BL_5z?|8?}{qIE-zbbWS3sT|pREtkcTJF0@TlICR zc?nU}?>1g&LD~?E%t-xiPM-c7!igLfeYg9hl>?6HiW*xz&|}Q4)mmA@T2^GGJR8j5?2z3vERxO(l=8u=#-H~lrs_BYg$ER+8@zG%u$Ef9H&vhe&Q*= z+9kq}?y1h@dR4PXD#hihYM#y9_qqt`c}CHVSeZf6+$3o}uyXmy@Xio}*unrmbuQyu2d|o22POPEoL|Cd2AST&TmcR3-8{mn%gbiuFh2Sv^AR~nijhi z>gIDQ=c}Z2bA;QRlP$cXMhy~flC1PUvd^E2F4DWEby?}x~5h~#`FPQ?7 zB9~J8!b*tFDFnPp8%^!!WFxxu-y&oE3|y}0mdjwo-^s;O#&Q)=QfhT&h1i>3Gx>R< zyolf%J~7|aD%zzv<$v-B7-&nsn4vr7<^||2s}odJU(ZCI?#e5Q(J3*%7&#$O+|EJw zddw)37$Q9l0bkDWmnQBs;zOp2ar9O*VYbqj%0D}AUmH%ng< zx5-=EE-#6Eu8VsmH$gn7Ln8Pm=F-pR>i*EUF(a8$u;;$}UzKAa7Q4G~#eu^@z5O`X zPI$m%8tt5e1cPExJ?)lmcFk!Q;wkNSZHv^x)BF>?X`7DrNm^0wP;AoyE!Sr2j?UI` zY#&$n+^?yOk)qi~q>ZITCoH|^Iym3) z9jmPeGe5shHs#s(yH6UuQ%Xzl$ZlOvIDiY`OGuO-4m?C30P%qcrGQg70FSh0C zAiP^UCPNxq&>4ym_Aq!$@-?3|R<16%U9FyNovK>kP;oy%w^)U%?~I7&e1CTAF{Q!F z;pw!p8b_Onw~B0&Z9O)L1mWuC`iY<+wsV<()S-SEn>Ol*`q6BjLVrUm&n{QfIreUj zh;qI(j}FUA8+kn!uFfoWkUbdOaGn`4Ufeo9x>~9npj5*vdb)DscFtxkZra~+ogN=f zH|jwBnV#{s!;I3Y@X27UF8hILO1l-mbFXk`IM~~r)EFFS8oeWxm9ufW+Eb}iM>hJx zD5F#dc+D<&WT3wnvTPwa8J{s2#z#xXnpTCEJpBn!*A(3WMr-2RQlp2n{E<0g?Q*CJMo9Fw?@ znH5|W9L{2(7^BI%BpOTNUOh@ai+qp0tcT+2vlH!mz&F2DqsV6J?eqGE4?PI`MT^w} z1~R@zS;ejjkuI1qjO(T{n4?T18wqk-nqe^IG^%sgc9K;@W#Hv9p$zj<^q#@igLLVx zH?Mih^YpR25IZYY2-7WMRn2<1wy{(kG#Bf(UeK~L#3a1%WZ2zPuxx(2YTM)b!ZOyO ze4_&d5QK+g)6uTG30Cv51)}Toy)h)a={5uNhf|b|N*<)v_}#aJMe$26+rl5(*1^G9 z!d_bBT(-IUyZbiZ8d4%goqlf0I7ydwBBmT+JEa)+%>!>_oaSObNsN{lE{{X3A5-i< zEo85;ure$0A!or$ZTK;*#Bk0xg3c2&kX%a(t=EvTL`hk8`c`wkMGB8l1%0-3V!g!%1YPvy%&>|GG^FQH3DCkXC>z)xc|UYrL4lzC`73SP*HB9? z{AXj1J8FoOkOHm&c!#sDD#D`it61OZdWIX};vc!hN!e(15;3RQmN?pAm!3zYStYW4 z>bH}sG)TIzHBwUTCOzg<$JarfLOfDWUCf7!c7>6q?}fccN?3WmtJWA0z9>`sTbR6T zV?sMlS%Ezar+jDZb7gd$yF&l@-6mo#@m?$GU4(9Ac@!0PpDI#~DrshLPiEKLqL5uijr;^-B9#dlPpi+J%lhq(y>55(6TH@W>DrJJCQSIDUuf`9EX;Y=NS7I(h?Zc(X;>4bf z(!x_^q*(94t+|E1p(r7@nlJ+*8o17E&-QA}%gUDJr7lHN#)^5c0RHt3>XkH>=@&nVc=0SRaO4(}z951b-gtJ}dHg?*W`h^}$ZhvU22idbG z#!7D79OLlE9lK4oVi&mtJC!_Z$&D4!;WnqEiUZuV85Gf_;<)jOZxOBuBeZeL;#AQ) zk5oOdWri|ohGq$-(Yo3EEqUxMARb-Bt4`PZhHI!OG)qrAvePp@@0fpvvR2S{5f~s^ z=PdT%Cah%FE5J<=oyl!Byb0O{&-C1cJT~#Swx?TSjB9TMt#?s^FZb1nfbX_;m=rTy zg8esH8IeS`TS)%Ob`8cO3n&)P$FD4=a?U=l{+M%CK7qv-#}^!!l47J2nUW-5)!c5! z{&FmcJ$I)1=<~IJu;&HF!l=<)w@A|g&B0gxeR=&;QlfPH7SbMFMj7f!Lz<_GHCa{K zB12l+U!?q|CVoop8lfn}&nzTc6&|xxDc$CKTZk=rG}uHpu;#mos;qS4Emhsuw*^k0 zs9}-NJ+~bC>^4bb_a4XT)1$@o_;)V?Yw@pMJeR9|`dU#MQESddTc0ozAun-H#V@2G z$c06#p04LyRlaTwci|P~#&Q;xE~V{;IvE9&YU39h_dL7c$dRE@cC>azi0M>PdQ>1L zqSvTzR+>KGS19+i>yJ}I@pZJF$%ttBEj}q67T=~`G_;zVtEe$!pXkBfKI`q;Z(B$| zRWQ-l5FzcFQT^HiY?CaEk)NIO#gr4NUS8WVQ)ZA+PM-%3slZoxA>AFWypy21^-MKK zj;kN;WYj|>s4cT=C@@r*EiHg-cfTlUaMpOfUx?Ug5Wu*R+VYdQrTe(mY_muDL>Lw) zvYp?VT+zQtWXcy?uJ(5ob9&G`Unshs=q=-s=`tan?!K_THAI|iZvm;S0UCi)*`ln6 zTUFah;@XS?`EKKrL1yAxc-1T(TbCXpUijn0JXLI^2A4K>ct&ttmrv6mlbF5ILWAh= zG8jq+i4T4Yo7>eR$n3gwqea>5g*oQ|Z}Wiy&4Gg3tGydz1HR#A#F;cSHf6Ts)@ZKB z@pKQ3q{ZM{RZkX$DxJbDT#+41$|*Zxsx{Muz*zQ+v9bjfe-NBG2J_fEHZ4m=S5<2U zo$D)1nza;SiX8X%R<@3lb=_g4!Oy`x9!L@M-+q+6ayEiVb4vV&Bky<5)$>^+3d369 zXBKZ?;i!2lA?s_}o-qCrPxOnZ3~I@VZ@?Pk?6%L_!?ZB4_}xDuc9X4DnrDsq zpbJBHpL_jz%jcET701k?9tB>M(nO!`;5MfihFhb`7b|cy$Y>D zDBEhERP=ph;W@sHU~N+JTMqp=hCB!|y@~w}q&h76-YmOZ8tO zFErmS4Kz;rO|;vX60EQKMa`jGm$Fgd^~N|J_OEk4_ohd%f#6-V&r)8mwZ<|p+tMbF ztId;tz!g4V&(-tbYG)pAkH>Z8QjM#gx377sUhNk3G~H>)c1;#9aV34PBe2x74ON;E zzebPF55P)x3l^Ugg1ofZ6Rbz+@}{_r=Xk0puY37Uab~{w@;r~|R&n4&#n+t?CIhz> zgF?~m>ZBSmgM!7_7dAw81trph-HQ3Es9Sv3$@{8rH>8l5I>J~7I?7u!MSSf)y6lGmDt}BikL!KNfl>w%M)`yKP1~nP!Hhq=`s#|9ZxqzTz4Ajz(gVj15eojc?$(Jc^F{ zns)}LN1nOqb0uoYwk5MPyxh+EkNdlf--k|?q`b21?IUQo$3O4Dj;p zwr*VWQ2*7HqG9lQk>T;)nfpG-K5IpTPWI^lUv2k1WhM@V)fjmvhC2>!f0zrOwQ^x` zvA`zG9W7qc!jH5RBcdde`4t!|T*oJ)Rls`|#D$DSNvD%c8?_6Mm<%?n*L?fc$=bhK&)O2<&HoZM{ zD+saqV(X2y@#{Y~WuEpc{Fyh6I$DpeB8yEo@3OP0)%Hoqj)W-_O2DfjzTlMXEv-?DU9p?O z(g;gSuV`?Ik4n0$%53H>D<`??X&R~^HXgATX@lVCfG)K!qKN4H7LCoB4U^yH4I{B= zH^-T54?br~+z}aA!KG|Q;I=slff`|?pJbc+Kw2X#!=2Dn_&wafa^!m^ku{Jqp02rC z+A3Z}ui#?gYQjXfRuwVqp#y&R%8?_xKY2&C!XN0}x#;qlx=dbWU1_!MmA7eMcw7?k z$H*Z%gmu-D6Zg0xZ+)U^F>AnX$34^Vu?<5l%vgLJHyheNKeb;LywYM=64??aU!j$h zK!d-{sXSR))80^S3MWckA-E>k4(NigfD= zwJXQO1{c)Db=CzJqzrea#1%{puT6o7WjHW0xTzO>FUI&A575=P@G70;Q!=oKzGxnO z!8(>=`^D6(A5;LzQpZI*GqZ9>7Oge}M8x`43*l1yodGKP1 zA|r{g5!d(m)SwWlNh!086g}8g(X-mhEeY5SJY3&p#eTMV=RsSjfw}XBy@C?)W}m%* zwa3zOfD+MT)HpV^XH|GCiu7Q(*Hd%({X8`j(PE+ByBLuwIl=#w$2vy5*oD--^vw$y zm&<7uI4I_6TC7^aYCBFMu!x_C(c?Iq5yn|4mFnaz$N!6$)zh~fac_}EJ>$1K&c!(= z-p!M^rbS)+*v>)& z!eH{soKk*yT7G$mr3=TP<8_#B;)&20vw%W%|MZT}xYG3GOzkP8=wkM$+l-*xj?)iE zHn8={NDt}pdDV7n&O-GTKBC^El#tRI@rH(=&vwEW==#u|jWZ3g^bUyW&m5+vVglPU zV$v*hpYfL3YHfZY%E}K|D}Qeh4{I1IJx@E4xbXb^Yl`N;qsiWnX`a}}yCYZzLOtX= z;VoSPgZ2*+QZWg+E(zsEMd`S#L|j(!jI43X`?2MpUN)_wUeBhAcj(!dm2Sm1rNry0 z$&_3R!l^S5Qkn+d5wlXKZab~YFp#2|R#lni(*;`$oKgzsRFwv5=Xz-d^4UwL71ugr zr+^6^r;^M$dF&2h(0{^(o^p$xSJ#5)q9qRlhT{Sz{k&D?h3OQAdCaSsauLC=BKC&!!y6>wj63uls93Iq$XlkGlpzDmZ)`NH(SR*yt4ehGOeGaB!?my zNKKOr37wwpn@e3j)Pwx4Mjb=~?V~oU$8`M745gl=Pap??%w?aC74%RlaxT{_aF}av zHdPwr2*-rWqI?tSS;9&`dRaX_%2_1^)`PIP$H?KgYDPU5@pieupPk1siyz_H=2Arq z6}LOaHD`H>?Q9b48M%ozF_G*r8IamEeNHQCtW0FUTg<3xp>mio) z<|+|fSXzi>t;xwyxgimA1t=zn6^J*2D35)9#R9x~Dra~+D|1)wx-JTH zOKnH_pUOL1*``iZv>JZ&*&d6G>FdG`&yG`WM^T>QqnpEC>mE{d&cZK5kAK|Zu0F0U zdy4PnC3B94h4~xz$xc7M0cQlb1_~Zn?bmshLNf7 zfk#f_h+sBn@_xeh-ycFt^H`QglukNAJfn=k$2>DR~IsLSWle@P!o zqV08TQW$S%cX10TahN7PP(q)X*lyIhb{FrOR8l#Gk2H%}M=sYi{`mOL^#bPKxSp}+ z{Lr7ECWH=E28Z{}ZqXFl??@%*}q_lNt}&!0T@1iC!j z{gC}-DdeH2D|cCCxY!fryIdY+(SrI-8{EnI_Mff9R(s%#R=qZ2t6GW!;|(nmTVH;4 zx*AeS;T-z1d*uDJwR6DH-Y?l+E$dw){s(psDL!bh%Hbv~D+dVKQ)-j*?S zbbKD4mQ2ZcwRZZA=NSaQ%=7d=ia9MUAI-YIm#~u8p+WFJPU8RCPh-F+6@H9n?cSI6 zA0maA?U{6Z6>UwJLz4lsbpQFezLXky=hJdOPY||jlu~1#yVu_`%Bas%hSWxPAdc3i^Vz*(_ z3tXwo!)0-jfCuz&R3E|PHkj;eizrBS#1U zBA^5ePa_oEa!l~zdfgAsJ)MADbwy^qp;LRT+n#N}03$BkK4RooY^)Gsu(03A2>*Y? z{GY%%6s+LFiiP^K@h}m5LErD69wRz}X0d89<$gI8lHUE~b)!SKW?G_q{Bm)Ro`A^;^!C$zEr<_jPHny#%Kj@y^}S0|Mn+ zy_7SC)7apQGwA)ZH&sl${-t<;=7)3ZdL!q1mx$mIFwJ#iXyl>6?xo$+@6&cluOLm| zfsTd`Wy_6u^LEnU{?0B(YP2wO70qlQa(}X(NwBaIo|+J%ugUy0YLIoItzwZY$hYAK5{!BwKxcrqB zy=EcM!HHsM`YYSk4+UwEBWE+6gzMsw{LLP=fb^_!?z!`-=k4o#PPqR-ieHvo0j5MhJ#9J0W+|HC{)QZ`N;~o&=$w}_1Y}} zpj^(CIiKRxG#GuV6gjA!;Y*FMP;I=6Hb3&jhADa)`}d0t3l3jW(Z{Iwt>63D{lfFH zbsA(*#wsISfl27)~pVD5c*H~yGe@Rj2GeU{M_9T_KOvq);w|K%%-+(ed z;wuuBwboS4tE^CDzt^DemKU|pvT!**&cU$?&zvnNXt6H0wbH4|T&yf?si?3W&A?cY zYjo<67Pd>0=a8bvm7+Ke386vRNeoe((7QUzm72P50$l42WYdHbI=^+S3&4upY4g;RnV1KS~iOu)a!FU;+Y0xWEFuc~98zkUW!e&Dcnt>2qIg%KY9k{6Un@ z$~1qho$Tv$`m*Yfd+H57aT7;)_3U3W8bBT_E>v*lrio{CyylKk>TBE6BZd8Woc=PY zfg^Ji9$MPcn_n0IGpqO7mbUJfm&G$-3zR{lzz4A4(;8T|RnPX7TJpk(nc35_{EXR= z$q2AESX}T?{(43?Td_!e5+LpPfE_$YE5{TR>U{=(JM?F6eP2*na@U0FIm-4tOK>`f z@cW4HdieF);e4Cve0w@G9^03J%W#TtG@msYxwLU#mAi6guqaR1`iIr~4pgnu-PfWu zX6-znW+hr%n zG~o&q;9ZujN#BO_9Pfk-^Zm7)6{4_t1r7aQT&W7J$sM`=76T74mU`zi6<+#Ifd+do zvT~<%?vKyHn>O+|*P;r!q4KG#zV8Y=;gzggVJ?n40;$3#+ zT?Apn?6YXZPQRhj&6ZJ44DmCl&rCNvaq-rX5e(`XIvmy;iI{W0?^X7J{P`9SRu-LX zjX5-I;MPfsOSHp^KUG2N;h45vn0>A~(~g@E@`Vq-3NvOYf|6it7~%GWVn8n0xKvqS zgNl-KloHo88R2#W3bI|8L!FX%0X8yT3@v`3pNF|#L13Z0ly700cm5s`y;+_8PL2Cc zO&SzgylN?K3vyXbr3kk5Gd!vD9OT^~oAk`|>wJtKf{qIAJQH*ioeNTN9BbuKoS8FQ zp|B8J6os71ZDEYD>MU@f+U#OIDz4S;r+o%GFUQ7a!{2r*fn_b8Rf8L@#qKv=0O5o; z)_uXyjL0|p<9=wdAR^?jTzi)o;^V(<{)w46hT@_}t%*7ukfGmTVnmR^`iL^ig^6H5 zzmk>zt^Q8c`s%3zF;Za0H#e6iw&-pwj2c{yA5@;Z@T!N&wcyC|@#@j6fd zTi|u*>t^cf{j#&{#=~hM;WrHG=75?hV`K=b6k8nF)zjX85Tkc&b|u+7Lyjj^rmzZq z4<;gaII4fofhB`WPz&hCNbQ}QmNR5=w3WX!p>opy!u?-~x_Pq8DENyFUx3+}51_*M zA*S#y+&gr|bB%xL@yLPL3e2`H-8gu$t+KLK?yy9)!}1uj3KQpPrXtA<-828T*^kTN z1by$!-?5@VU!yN-yP&kDHb;M3L9t?5l%mE+z919H&a!KAAl4nEMM=3h8rjTZTw}Z& zXBPofm6l*NfEHhp z?7AB%30fo~HR)P)M4UOT%PBvbio*^aS?Nbl%8r$E&{-AHS?Q0J*7oP!AWKBK=L!m4 zDlGYBtXiX1Yf7Igu)2@OAFH%KUfaLnTWF09oV1zTbushj{rZU<`wuqRbd)5ke$?WE zX0j64C@{6bBHccv zF7Dqy^@X)}3vG!h@TcPumGaAEb+xYg@x#aY`Qc+kmf>^)RIKbIE>Y-*xLrrMeFwy+ zHc0ikvfEG1_qik4Z92mi3kx`^sADTLBo5Sq zW7HUl7iD0YRYYn`3pGSM=&E+3Sd0yPqy3$#G zBw3ZI$b^wY)?$0{VtedCH&%Z=nj<3O_I;${i<9HYizQJ}Gpk2N6o1YkINhRYbA*ZZ zl5^6O;-K$Syr>n~{IIPb8J3?tF@KS(vMCi8wgW0Q50B8ZxNMnJ1#D2Uj*nQ zTWP4kr-eFt-Q59BTxdOTadwAy`lYcRyF-58RC3E9MTYAW`Uy4l#4NIcj3AI_~ ziA;tl$^-$90s#hME53orPy9j_sj_4Six?y+xPJQxG5(+B4TM0ZL}!mtD_kg=aqjFT zx_e(1>Qw86W=-Vr8M3`>$~H?`B1Rk^$`GNN!>S8)&eW?ubaL+q4L=?8xY1_q$RtS2V9(SREGwWSkyZBI$%9Eafkk;`5CM4O@dysMOc3iyo z+884|O{HQnICuDIfEWP$<`J5(oKGan)z1-AowR$l|NP3<#qzB#aZk4~a)R5` zjHg{#(f%%pH|U;0uzn)Oo+U}wd4!%L=+dc}#QOgE2etVrQkF!3yf&Z9PsN-;;{eG= zG8Cu&K4|J|EI!9DQopI2zdMmqB_HUg0?M|7kO5B~kwZcqy=B3lf66Rmgb z%FQc#O_F!)&6?sU%5SN3RS&sl@-B_drW53y%F#ka8~?|g49ZiuEY9H=%f3(=N1$K? z&XksNRGH(ju}-^v%kfQ4l5*E;@O(<~8IX(OTCt;wG<$T(uo+O}RUyY|!VFHM#A!wi(vXG7 zz!s>;RAZo3^&eX|M+Ep06Y~QV1QHb%rKREr(2ln>c>?WRQjpKciz#;_DUDTvO&gSN z-|bdGfA+N}WS)qaU1nqg5GP@&s=9iRq5;{gDt)Fg+p!QMfZnaxhd0j>?n1ZDXJL~o zKkYa;MQbVXZGrI9sz#|b(Iz9}2_Q1}OEZ*0Wz>p0yGK3LT*rlylBP$Ui>5a`cR3Yc|G$~*P zaQxw?^S>K8%7NraGAy~FZ%iHzuT^tD@r3zksi%x*ZTTPSOuJg<3y6J9hui3})2LnZ z70*vqpkK*wvZ=RS1ppRci;=@53>{3UGmqZOsdj@oq*j~XUP_}g{kf7`*>4vSFKZ?e zIa|a1+gCsKQgaDw9=`e)UzY|u>gf4iRz)^6pEUaMqa5auF_4O^mZ?yo-R(;ks;~_CcBrFQ0O^L{iZB|NqoVh7Hf{D z2)~V?i6^IM@ZC2*;fgd6v2XwpQZiI{YholVq=m7_F45dPv>UE$t19(!EvAF2p%$_b zPkI;2Y{JU41#yh~O_bL36cVFTcnr)KHx_%1cnr*Di1OSdzzn9_xJ4mMb8z}`<@9HR zgs{f&^{R_ca^kW%@mb6~BIO=(KPNYJI8*bOybW`*ZgxKfZ~cgj9rMn@$ukXhJ=!)o zpACLU+Th=2?coZ@xEvw2hE|fe@3q5mh>`6m*JL0Uv_bpuYU>3l2gY8A66^ zcjUZB929e9L7yL7;3X;*PZ-Rlle*?di7VQRjTTdrlL}J`Q%}4U4f>59co%F1xHv{I zwzPqXO85PQ@E+is->?2Y?p&UJhMCz9v{|d#W|5ysG~8apl}?XHr7e@=}_lc0JWB5BZ?&}_Ngf#Wr=Bm+k23Uq$TWo33(qgUgW=tke_ zXHC|3IrL1t{c=#{F*pNw~>uP>259kGVP9aj$GTRLgN*Dwj6iS=_Kb36{j zd@#F~#p|AwVqPffuVuBlu;n!Jx>-VhJ#t)5)D&=Xyc+7ByzZzRJuSZawXJ^ei*9Hh z68es;U#9^N?X|PMtm+zM5KIonIvlQ_?=`pC|qI4!(#fpNe9t2n+SS zj4luTcQ8LVJr68^Z=ai+Pj{(3d3JkSF31c#Wp-R6+}_2saglJm{n2l#nusHsIjWj^ zP3zqwaL}wv-Ol6;UOoP`ruMg|AY?n#zL(kUDb@*UW?no){R|@WG*8X89-ZyqxI(}A zMdoE)9qdDysVj?G3+Z612*g?8^qszzmkLzYL<4ZaR3-bb*-C98?(w&GiJF!%nVW=x z-vEwSY)Au|BfoRNG8`kDN1k~Q3@8RQBZhCeI$9iEp|mafTg{W#@JyXKdf2lZVP-pn z`avagO!oYG7E#zK3wJA9)~0@1K7OpfpN6|fCg|KG!3?bF{vROJmaau6JiZ!)YgSGK zdvPPKcv~;tCTk`Z#9^-c{ssfCsrI-0dkGmpa?VRUWsU*`>d^-&SE@`Y>&Z9>y1Hf7 zq>;0(44=1Ftaxge-6#W&N_TCqCX~V;X z)_v?=2;Crmcr0|88#bJqwQZ1&4gp}GU_chZb?rb-g6S}uxJ|M0G&OPDCt!Dr%Udg{ zW`UmYdu>$9i(6{QEy+l+tEklYG#ChIGv<_|$7q6v`-6Cn=~&ORJ+Am!vBZ z<9JgMs|^nl$_x=o!6K3GA&HwHfr44A=qdF14gCH4&avpX&mM>SK(H^RfI8$D4VYE6o`wwR@BWItAA7x%wNP$Mir^Eo3e^yp3cl$HASj_mM%Z6wzK2w`4s4waZs&MoV=X)5M>*B5~lP6#L zb7^|$#TJi*aM>#fVJufgIwm7ZKg4FYj|6WUF54?SB~#XmPS!6HTRFlFxA0yM7N^f> z`2}0t{oG65I%O}mv~6BnDtDc4Zxv6@daA3R*WdRvF>rbdeD51-56$Es@~o`{C~4o& z{$2WtUdbt@5xARIi=|j#j76g`1LbP7z=8~#4O|K)oi6y`>@;D9H8?^J8xgqIA^m&7i$L)OJf@Z z?T$$VZo!x-F1q7DbnHyniOBc17QXh_of@j2WoND2!ZD?*JjF0lT7&wp5X^oTA!D*G zeFDUw^13wQ^GJZY(9)7t>l0fX2@c*Ojtc5nD=SduNMS|z;gn<5VZgspp6-=Yle=Jk zm7*R!SSfCTzIy{*Snovq*#kHa1amix=w!sBKia#xy)N<5gY|!o`&Aqg-$_fpo`!ZQ zJ9ITRI7(h*He2sBvg|wZ?0citZrY{Cr$f=dg}!t3!;w5Fkr%W?^y-oQH3K@whKl-d zsSl9SZo_1sNe6-wRsIg^Un)^s`^2RP!_zo95>Gd5i;OJ)Mg+p@x-4`b88*4*`r1dxYtlWxgC0Zov$>S&c}P4 zQ>UGbx2D{zDEdCeECGe5vbEv%Q5kZ#wcTpq|0u2h#D#mPqZt*f z@wh$-4Xd-N66}56uL8BQ8tU&ArMFW}>UoK2{xVAU;a%_XKi~u>M?PRKW}(xU42(CP zky)RL3g7bB-TnLvUesmJ4C_E}oZHbe?RxTcJAN_z)6e~Ug8v_HC)$C3?5+ylnDj`e|*`a=(GPXUEb=DOjjZZzceo8R{M z&OdzCb%m8P3>_G$>fouZ6pB-gR{HWAXsT^vj@OLgasn*D*dD@<*8U89GtCG&G;3l0 z!ve13c!U04@qdjWo9BYmU`GxLLk-P_H}D^p@Bvp~PmW`izw;}-gl5*Y@6WVT0e4{6<)S?i^lHTHQ9 z`kD(qYE|XT{bX0CS(5{oZmYw{%-Q_(TG8IzT21){YN=*p5%$c?Sk34m+WsO?Ej`#} zW_v-6`3V;m-To1p-LrPy1MX)3sb{~bXD?93nYWQVbUI=2bl?mPM^@wx*=GDXj8EK? zBB=Kdm*x;D4JJ$$0>I`LE~wW}NVAQIaUEuN7Y;X*hvuFJ$_szC(6+B`BxO8E-93(n zrU|*0bcZi#jURs2dqo|+${fDRWcZSgZyGE3W80T!^S%f0s{9?$ycwc_48i&95gVaI zn_G@%_6BGeF@M=tW#c7fACsC;QHgdbl;&9>$+byN;w9f#z%J31IMK+*Z~BJrt0YdS z!W^bPj)D$XX1Y7?T%?2On9FOqogDiwLma!W`j?LS`VsVuToiuQWPO9f@8b66(ulc7Z^@ZH!fcx9gr<2xr zEOE(s-N_1C-J;%gJTF@iKm0g(wZ_|HarLb0JjOYW;BRU7UiBhr2;6#8)t?v}q%>rm z_w(#|HIqNctDqIEsCX{^eZ05(?~8`+xwoyIaOcn`#PfiBl$UXuv3I!R6P5Q0DTUoo zd8yaR%Fng=2s%r&cNxF8Db(B7_gd1sf9Xj&4J5AO^|!iT_pax)c?oqKlIimoZaK|3 z>EDAhmdy`QyG~(rm`AUVuR*6&U9R9VNW|so?(U(#K#~(%iU+7}XN~b6qC<+23rm|x zDf^PtAQpBvj{a_-DX)$jcNYRGFLU6qx{AkM1k}T|?CzMc0C1sexY&esGeR^0H?BH9 zIXH$n5{u@jS&fnM3O>5&>#3zr{nF5aC&)PjG>T8?8NQycLaD2oC68h!`odn4>6^(! zxZ~&eY&19Og(HEt?}X$AHQw+jBtZ7p#K4x{}e~VwA%{xa>0D{iy2q}i(c*p-#M zT|uNABSz!e0jU^mK}ROotJHx1PK;f@u3)}mBz_+aorT0J44z+(<5P)EhXSvg7N?uG ze`^l`-SO>?%h%IczrA`A@9?gjd(H8?ZyBw7?b)K9`=regf}MR2mL^Sq+7E{k5+7`w zi~@2N7qMp*BMuGFhi}89r}LbDC-7?Zo{}p)@Lb1q?m@^!|>}6eY z&e~8NKJS@0rYUw^H-G%e>MgVK@w6;@a9+SN>A;Qo6%g$|{Fi?}R^vv}`nibx-_4M* zNRDZtvK$}*8MmZZ;>9%Drcjz=fsD90O1g$bB`ai|IOj4&!JP)sEu+&Lv|5*sNOjUT zx`M*(EAZD_zFl}iBSZuU(cvIMzxOy$ zAxDRzKz!5-(ZPcmVMX<9O>zA{=p6pgpA>P3<)++y;xujQ*_5>mmdvps&qa5RzRC zi3Ia*leqa;mWQi9g*)!oqSscurnjGs{a0?ygZ;$B7Tf%XyX`|7#%XV<*R!_xN*=?! zueRaaR`Y^kO6pg}`)64Sk|1s86YSrM_?tVy!I2j%&Lh(5D#qE(7qEjIBqhc!ChrH) z!dbzY1%FZPhp6@gUfke1dRHHRll=+(T{GyN)64#YoEuL3J^KrkEvEzq0)-<2xr1}X zEiqNr!wXWKK#SVt0ft97!e__>0*%Bh;8AA#PR;~UR8<@#68LUq!0&%!4BUrluO4QU zh2chK`dX@l8jE>Sgc9rsD7L;@Yd_iV12n*Y;f7axI20hUA&JO}P4fh4-Q+`tS1V9* zXy2&QH1P#i&n3!ZG%#naXUbl{Bq2&WDJHF>7vm+3_wYF9OY@>*m*M&HPn#mDSMW<) zDFWA1$=qH}@ELHrZB=$0u|Lb- zuyetqzZ;!lHPK3nyj>N3LU&c)I8nyE+y{s!!*C@oGo$iL823EAo&1N_{UueX$&wY! zRZiq+a%9MqD@;%Md*vtm9;ysKc+NZ>+}zwUCyS>MVsA|G6o`nxLDFGXW@voy(51;! z&sw|Z@AjrvoAs9RCAnQQ{IS|X`jKJt8!Zm@GtS@8@YR0b8+8TO*r$%CXJ%$**IWS` z)#~z=Y6)lis?E0*I^^vJ5|xRlRiWox9mL}cb)QFoBW1mQmCbbArOpYiC8OUJq zpun}RPaiu&fmY7=CCxvCbU*j5q8v(sc8u?%XS_x9Dm>0}J>GMXHA(QO4-qh&Ug6rl zzhnpcT)x0#r*rM=H8yRs)haiu2>Cu(=?8wFdAs>Lu80ngU7>P>){FBxddl zL#z^KYi_l(lDdlzmLIy*i)`i!R}5IrYv>7VR`lZ7uXbv;x(ToGL%}y4j=3;k1M6Yn z%@qrTh48*L4m3V{A|UARJ$Hpc5hH^YXik$PI!qtkiJ2I|fD^%h&jbTz?ywj#gf_2^ z@c$pDAc#h#MjV=D&a>ZevjOt+%98cF+`RqP-m0FsefBjE zpTmov?$PpFIyUbu6*uax3uC9FX%DW3$^!2(yPuTo=y{r&KFXSRW}Yt=5bmE^dbgD8 z?}ErbeNxiCpwF`iGdgeHKpsJ*O+Ta88ceJ-!~OO5^vYW^`3uA2JRjfgud=K@!B*GL zU)J}#n`&{%*=NQ37xD&(eVV2ho!4o7=ZyCLv+IS|&CS5hWiY|5sxRy2(lsT>OE;jOlf zEihU^{*@J=K{d<*(vhO+AM-dTiQo_$(00_Vd~&`qCZplr7mKDWV+?SvfR0=kC6>RS zW(_}WQUyBE%)Mof2XZvmDG*wzKxdB6_*faHx{c03kIv`PbyG&!PbW;Q^kcx)qX?-A z;*8THeuw)QM*Y^ZD|Cn4#05`}ClwZ5Km#9dSCB_uFHgbUr|6;>H5Eltl;$U~au;t>U>wJ8%jrNge)Y51?mpM)H z8KuMFymO?m>&@LLvUoVg%Hi=k@^k=p1Hu+3*iy(peUayHU&k4LP;jAvaoiaCZruVrphBR2hMa(CF3ZL`ZAf-~G_2l?8 z8A;hmN#V9CBH#$DS;Gwr_f25Xvyy-Y1vWJb0%mkrbSSC2*fZ*<5{m!t0KtSQLOSHw zpOFprGJ}`WLt~~PZ%Or_Y`|<^p1_*Gx#SLqF!_4d77Upk2x=SF)_X)0t}gD3T#t(8 zG8C`c#IJ^nT924`Zqxb2$8&evH&HbVsjI#Ss(M}Q@?-dw22W{C9)b0*gyRV6OwhE4 zVKmF6sd{?N4(Ij1&g&zTD04kXNZ5YBB9N#w0&XijD)o6bsLNa|$~2{M)n>xg8@bR; z#MpVOb8%-HB%9A2*)8NIu$OM6p>|TF`D~MvFiILR(8sFHb=bSqyFDg|w)E6&b=c$7 z=l%jehU+g^wr=wBM0g*?g8hhmzz0c?v3TnWh?%mx{ekk633m_(BABisMDXCqFagR$ zI8lWw*f9T)b+m$s!N5R{Ml7)3;Qx!I>y?CoC{9K`c5lJ5_s7Dt=+bXMxIBQxZwauB{3zwN5z?#ISXwbW6nQAvJ-5I zVipYxcU^+w54H9jrOr0qVCDF$r2C_DFwCBg!_RqVq^dN`9#GX=T;(VJb}W1QmIqAn z6Y;v5I~`@LAn*bDzx6uVe|!`C+Ux3yXRhn+Z-1y?IU_VT@Q!pm2(CUOEY*KSK6{lU zAIJj%iUX0k*0he^R_=GCDqsIz?%P2D?jdGR6MG&Ddx|Ay*FNEn262xyZdcnppN|Bm zG4bAu3|g*Y0|DcGFK+V7_J5>aJ>D(TLku_L7#``KLqRNrUj{<&OjO=JBoz{C7KKp( z=QEL|+{J!4YJ7-QXCj${`G=O{%g}Uj0nvTiqd&V?zH5aMuPKf5!K_Gpqa_fIHg9@{ zLesV&Yh4+^7yd`AaQ*|8cfD9NTSV8qGDS6qXS(i>zPep21*khDaI6+R|bmQH79Yr~l(+ zoj_f_9FH$ht}J=Pg(O3Ug5|{Yu?c%sn0GAu^Ax0K`@4cRkrvbBE#$^clAp-Of{`fN zN#3p>x^n8kJA2DoD=Z#Hz?P=c*&q?NzEFpiGR< zh_)-!U*ui__@Tjo%a|6wk-QxZA?mrCxYjVkDoI<- zIj`MJ?q-M@s*A zI)b8I7EJ{}Bh(bA!wnL^4q1!uDfWjzp%f^~StTau96W z=IU(x#ro^jc1L;(aN9gb3Kza4VIh{NVF~61vVtsA_~@kO;!NGe>%~LyDzA|a?dEp2 z-cDnl<)(K0s-9r_UhAuV@1KYsCIw)~h(R;RFay(E@IlBBaYHk_fE6em4vAnCmr&A( z%Xf%CEHE*W#O=Fh_`q!&W_ldhP=&ayD+|K^g%Rok>XTjYr2Y|4UxCFv`9GY~?QBI7 zrmGTIk6H-w8caO{730%pz%$p9go7JH?+Z{?5-Ht^r+=`T6Nkr|5KnB^?^_CO{zP8# zoSDVW%xSl{;*J1~zr1+&N3XSUx=U=W9Q)fA>|_Cf_NQk(R+gVF6+2lVhHnvMQBl9) zUg(<|9TTjmem?h^p#2vlxWC`iKl$Q&*o-t`;F;)mGSChJ3EiJNE7pX@dM`vDx6l@w zeu=(&dr@zUx~m{@?`v*hlhE$|%ckaulJ^;IZBMghkntkMa0RFPw`7M`f7^xm{*{8> z3V9F6&3R(9!CidBErl5eXywaRL2BG~I1I~5bRVX2V2$#r<{kRiVB+YibVEkuyN@ma zBTWctwjjKa98pVJYzI?uRL*w-nV*AWLT{hbw>+=HcS%TaloOAsna09-163U%q;tqg6u#aaNSe~%357rLv0?(H z@J8QXKm5o*j)}vq)e~x*EVJoR?OnD+8A{YL01a@mSUE%PaHY|rcXDyU4>vm}C%1I& z#FQjae-;v97g*`7Mpf~6giPTT2TzO==-AWbMAEczKQ)0I;V^gIDWzfZ%U?@ma#)htFhsFl_Ub;SU z{{`yq7Vym|5%gY_{vt{fOrXW;3hhBWC}2&e#Gye(Jd6&9BPSK#-2uOm3ItFY@~IGE zb&+F@Vj`l$K;4OpLhkOY1^wkyxI%D4;#u#(+nlEVbjWom7vfSQ!|R$jo7j0gbnvos z>acI{cCz4g#=2;~f5h`zlb1PjrFqR1wH+y8I~r#*ENePcTD6lG6c3*TN?y>VpLEGz z(3C!`7d+)F;~>b-T~0g#nY~8My$OH65=P-?THioY_5yd%tSzz7evzHml$v#S)X7o^n`a2#J zVU?sZ@uNe2L`TIL==!eS4Va+P=d5Z;yPs?xD6;KbtH0!4e&~Eu^tp8Sg9(fOy`Ble zRFmr;fF$hCwx`$QCXOTl|PX`17m(2*Fz~@PnTS2a3dqD-0b}TR&1KNt4X zr;YXT!@yy0eY3Ac{f)Zsh2b)Py|6)Xt;4@*@oP}!4e26hOaJQY zZK5Er?&-_eWIsp#ectUaV=t$W~S9g{<5z=5!UTPiUSA zj}_tjA#u}VGamw@Vt8zK03=dPLZT~8lZ^1<@h}u?{eZ&dHCpFxn`oxXC~J7fd;y1V zvFMRdG?XdyYLjf5@K%PPD>lm;sL@E=)GV}I4P-e;DSJG)q1W(9{!uqcL_0Ukf})2L zY-^HW3DyGtJ&ZwU3z6X-)M6yKLa@aP9qy#}Ak@SEYcU$;fnnSsx+5|r2(s}oO%1V` z{ku@HJWJKYhqm!kB=BO+-{&cB)0Y$5xn$=T$*KH5F!+$a0C>a@WX4Cs>;GT|Mg|=l zsc7HteM=TsptPAvg&d2oS8nFV>r(H_guUMymuMQBIg6!B8EF!~ZP*|=5i+Dm;C21e za`Tm|9ic4)Z(8hH^r$PpJ!r;4rj$;kP@JoU3X9q4EjHVLv~!7R$@bR+-S1cUaXb1N zbp0tQTMbp+hiZoJRiI5b7G`zWQY6URHCQx=@!A>xZDGc5r6G^@KeG^D*2Y{5v1`|4 zSE?jit0k-J+>$1-p{f#O|Njpu5cB5u4mz{zxQZx^tiQ+ zuzwBh6bf)~ljTYoB5WJL9X@zC%FjD#A3f_Fyy|7ZYWsWDJ9^bgb1aF*X|N@)Fy(4@ z<*IPysxhQ)K4hjblzOgb?5c0(Zg}*#zJI@-ebzAv=oPVSXWH;FD*Obmzx*fG2WkAF z8!}{{a0)tXrc46GuDp}Wz&k_BpPhFpLa|n!V=LWel)Uxlc+;Wk8eGLiD61`G z%A<&kCUZ?=$fj@FqBhH#{@`iv6hZATBuxj2%68KD=V!@(Gdu!48caHrnI0sWR!IuY z(v)la`wHA8l%2ixigAM$!8EG@nasuJJM$nPki1Zpg`NtBa25+pDFS#ypkOmqX8kZ0 z2IO3+DZMpU70=&H;RZVu8*MhwRE+(E&u=sLs~S(FmU#Wie58wf@!%mLG7#}_M;{09 zfhvl|1%a$PR)7+ouL2QP$Ygx}Kw%<)?B|WAf?jyN6cx@7aOQh(9g;|WArNQvKQf7D zo|%Fw@f9N03KF!No`5Fm^^k8CbshOZqv`wO++J$TR2-BAgUPE@p1>?6lFJA`dlz-s z5?4Sh4zs)%e1Ey$zSs1TT9yVm<=L&MAWo|1u;x_TcVom zhdwc$7k$;%y;E)X#G`A3zw};__hzH-#|VEN`1N1k^PaWAEj|*it@{1CdhG;3kZOc? zQ|sq6UK31ChpThcx{H{il?)RScYD-}9{lMae9oZ^=6^Tu#W~M_S?Vt1w091&AB8`9 ze-Dn;AyVUf-<2HNtu(Q;RhmOtbPL^YrmPH0uYb~7!JB7;YE~=?yG$>DZio%!ATh-c z21-rSApBMZTZ8D53Fp+h=J~E|*3bEJgKy-cnX;Zt=2lYSJK-q=bUbP7jp=BT^*?1U zjX#_V?_ld_QOq?zp@`J(N`T04UHxhkdu83^E5kwg1d_|H1PyxHf^LlD|TC(kQ z>#G%SHbY)cb!qf4R^~F_-^SqTlXwgWT(C8L!dmI}(rC?Hu+2WxH$^(m(D%|POWY_b zWwWxJ(9wwot`?WDS(Tol7t`EmWx)7rhA^TPrHx(QKwUY!{TO)mmQe|{YETjGs3Y0X zOun=(C7^XFxm@5TCZX025O~R-1n`y929y@C{!udQM|^Mq9%OdSa_O*fQ~b9!h2;HDQ}UCv4a$ zupi2^gD8$WsmdG+gU+1FuHI66!b zG}8$dLQEBwO(-l%+1Y|ZUzB4g6g&k7_)6~XjIukMUJ~E>)tB8Qt-)+&_ro$PEaR_q zb~?5(Wn4yv=~&D7cnjGWPz<;2ZtI?R!Aj@pUKz$f~90dGd*z;fNdSe{5 z3HZd!mtd|_p9qYiP9DkE$77z9kz+OP)9bXX?c<|lo^aDDz9^NhwM??cvJe#vw_G*o zYJvXlqW1kl-N|heoZ79P-Xjp1e+#vK8kH&ZF}?N%d$^fkwE1+RjXS}&Rq##0{;*r2 z{~&IEuIrfag?Y=FwAUicM;_@p&$DsV$~Shw3y?cw zr8*HDi@Z#ahb|%X9BYSb}sc3w7*$FgHLS$UBzi-AeOpCUkYC z`r1+2Df;^kEefeYIuH+<@u9HFrmVuVsKgtRA&5cW$f@>VQnhA{cFgMYoMQ8kb(|{p z_!3tsj>)AOfF6-Da?%J&3Ri2G!-O@WVQ@-JEZ-*DuT~34`*z!?7G#rJ44#rwMLrNv zF0`RsdP$|~3bgi`ekJbesS_3qn2Sw<-&5P5k`|O;7CK-3dr_h0j$z#qt&T5_ zBc0e%1+!mfDTclJh?kH9;gCEpk`k4Nc&$<(IG0<5VOGKGr2g*WYmr-9rnV3V?jdbu zRN2ueL_1XNvxG3UiUC_p@7$JJgWU1$Z z1D*WZ;Waow=3HO#KImdDPglZ~p!ZXV7NHafp(OiV3ewNEy~nm)0JNUz7~%h+>V%jC_C8BELg00tB*#0}<27*%p{i3z==UX*+!7_Lb$J(`8Aqgq1nBvo?1 zGfxF(U&+zB5Fd4-HWYYUgy3NwJ7Le(Qcsk^-n3C)D2tx@%FW`-{hN3VS!-r)t^8M~ z5vE@Q)2)N;Rzh0N^l;8{dolo@cXzURq{=^4?3JVFCYW~a$1!lHSGm-#HgyLxC3~`|iM*Mn+FeJ~ zRa@q{F?`*gy5mi|cBRnr)xDlC*)EK9Ct3~HXB$Ow{-fwzwkSu&Bxh_lhgMaOHksdQ zw(BghCw=^AneG@|N7P(MRYA(cjY)vyf-RNDN|BtJ4e2=q%wtj3hcG5O> zV_S`F+qTstjcwb`#AupKY}=YRjs4E^emdt|*ZpDsfSKQ{z1G_Mmcd+;!HPVTE|Gz$ zWR2BHRj8I!v1PS(ry=CcjvFmBb|FB0meYf*Zv4Fo1DI}~#MwAPGSDsktw;X77H7r^ zm83-yvA8r_{`64gI*6`AvX+xDrkegbiuHdET|ZVn9V~hR zfF?`9{Y3+BM6zGM6&-(Ty6URUi^$e{SQcE<^AFU&2u0=4 zII|(OvufB32CN!9UQb4?pV41A)cAH|ow@zS@ag7zjl*~DMR)iA`l_J$Qrf@a`(CjQ z&GY!`dWmwdO)}E6p6}~ha=mNScp)A;&#>m*ITp};(l5Rm3bM%_&7!_-FOQz=b(QaJ zjupHe{OxVChskIhNsQ{0faJhSBMe!?&O?r|Q-n(?6cppkAKI>vgAqQ=`~kq=cU$4 zjnc4yDWhE)LzzawnOUKCRcf-pFVCW?JYtEmj)5VOBBDBZ`7wiFX4%-UvK7uUsqw>_1HRP1ve9D0knq zG66BlpNnod6@%J@&QvtQ!jv2VQIfxu+KxwjY}8eACEtbq^wlF=$E_VYC!_s1Nr8)2 zs7$O*vplve|2S>K0Z-;1nm+fZhufdMFQ<#APW66{9Su6HTIo#;O!*QWAi$DV| zUG2t<3CYl{f@RQh_)`lZ04V|bALVM1o3n+TPrGG}6!+XH>6b5^1Se=RslT=8D6kRN zqXugw_Lf8uJ6e)embS9Ut;GKkv9{yG;3bdQ3SSd`$$1f1@F#BOjncuDt3^0k0NyrA zi`qfeGi7NIiZh~pJrJ^$^fsN}XsC>v)UHeUTi#+q<^y80=pX~EMChELnp=kDr9gT5 zmHFGoVRg)ec54WbA9i86<{)$^4DwT()RFUShp9ja4C)PYrU-l+sKWuxq}a?SJRu}I zp(lG0WqT2k_%?H%N~#aWjy2dGe$yNasZW77WI*rLgY)mzB6X=_ee#pI);s;i)RS=HK?{6Wi8{vl^~h0j1%7Jf`d(>1;WL?QlpxVv zLr9Mz1gDU_^}ZNu;@j&ITk2-+=%t=(gkD$4`|9K$MT_+Q`I>Lc_U>G=?WRr^Mx4#st@#M~*HwG}o=^7vnz24{)$Ar%j- z1;Kql%B^m7L4*<`#Zu(xiU*y7+<-Lxq&|ZvSN6(u`5iI{`l4pm;lnH6%ca8C!p_Oq z$4{9Tz%Nv-rvq^y`}OPmo3^m(duFbPY@E%74$g(UUzrA^EmoY1aBGPgQ>7YGn29tZ z1AQuMs7U!@#T{>Z(El)lz^dq>FJ2ivi(MvJ!+N$lMiKz4hK~mqqtXbLLo_&h;HO+1Nh(zp30A$RpN&Q4cK3>>AgExZIW7M14+r+gV1v%g|e%Bc@1`X z4QzyhIt3EEi}9RGx!z?AhftmOv>mXqGaJSFaEEeseg#TBe*VUIVj33&oRz%WpR_ug1fX*n*?VyETn?c_5T6LbaY`SMTv;;IL3rVue{fJ3MdFP&F zA7zzq)I9!`rky7-#xaeoaRifQy)~BOB|+CPajkJAeq1B(uSb_Jp$Y9g((@~otZ5e*tpjS`Z zS3{Gr+SW8y^7a$dx!M=fj58j!YQ=hT=ToauA1WhelZpvr_OG-9xO$V>_%Yi1FpIX7 zkgzZ?b;=)p?CeDD{ii?na3ohvISzwc8!yTGy!H`897#A+Y=#wc{$9%Y>k2FQ^a{dAuY!F9S^r{5be7B-0qE`=M&miw78q(78*|cuUbf zmDN4VnvLqAc_uv|Ugk`3bqyDzA4^m@5eaT$LpP~IW?7F*u-{Iz-;Qc>9Cfi8Z2^+k zHdbn69QbAocAY%&0cN>ui|RCgi8X3^UjyfYZYe*GqYZNy|M97wc$Qs1gZ^6f;R*1m zA9z+VT+2yZud;q_%No4t96ZVfUok&V2QvCNH$4HbfRN?U(297y+?kK(W^v1-43Ai& z3d7`NfkgjyvI|}f;kEs-oF1!#x(s2r-s!Hl+JZg%P&;4!N8ZUq$=4O78139<8U)Q~HUOrgQZw^by)irqNO$PiUcU=+x0uxA{zTn)^a4mFx{oBc~ z*2=ooK{wmOyIPF48>{dL{F-md`d0A7z*oQmzvgH+6>miwW5XCli4FV`Z5mk`S@O@! zMFOc5Q>0R^SnV5#gP>(i&PO0Ba?0G~HUkxwK@X#=G9#A$Xm8wmGPV1NF2EL$phRy~ zjiWqcLZ=}*;68V)f0steSr{R8ilqX#P9T<>GrP4cHRDr?C5Ak2Dr+k>gWUumw+a%i zh5EqBw>G4r z{g^+FUWwcDp}j^h{y;>&DTJ4tlY6w)vrW!rF|XszS_gQ-bI%1KZ>%e~f_@Lpp8N1M zc%su0toLK5;DjV|zE#=r}0@`ORu{YX(;AM#NWpAdBuBS_5 z1!aF-gZIwAGb#`Lg!Wo>(FjjUueV`Vc4}TI`YxXjuKRQASouK&?H5819f_k$0qB@_oGK4>yo?8qt8s zL%T$Dyk>@V+cIT69tK7L8imRJHR?XhgXn$c3p6;p8#9wB}0C*rBgvh9j~-0RO`Fl zDBh0ivpkI;6Li$*k4itessh1C-Smk%>4OETW?QVxMV5uRFDAi;x?8TIAIK`fLU#wR z%1H0r0F3i0Cmrc8EgM>UinRZVabJ^=_-SDkttA9oipm#6nQaQG0W-N82a=PnRAxNv zrK{}U?VJ$K!WZCcY4}v~Y;{{*krxMT-k)kSwHP9((MPFW(M#Gx=Y-z9aW#|3|QIe@>6ToEeha1;#h=VeNY{ zP2HO$4KFT~bIs>(j$U`AA3BC1c_lo*an3zb{adv!*?wpEeC-IWeI^WART^qk&= zq#A3pN_E3lwdZs`e~~=jm^F{9;LW+>&(MZag}=s^RTX>*nz(N%Ltn=CMhLupRSPAZFIH}^pCM`cYHnc|U=?-`4z2tG;j_5>eV+(2}g)4B9P77`%kt9V2 zq^+JDEOe=>OS9M4m?<73twJ#$obViLG}(C&D6N{4L!;*+OP{Tui_~a!VG8IiWMXaX z|6+_y6`Zc>gghK`u*b^OYE-I0RHV?Gjmy$0J)d3$YF0yp`AN5SBS6Uj2-yjDp$Pxa z*cTC_1CTCXV2mS5QRy*R>Neq|u~5U}-%kPm#HEA#>QkVWgL&6X%x2L#61mZ$*#07U`SvaeOnJy4l2!MfR`G)_cnTKr1uKpU_5GB!?iq6D(bvLr4il>Av{oMa5qnOz2|QfW)K=^Wz_NIiXk zO8rurd;tB1LJ41pYeB#2{FO^$JrUIj6T%}&GNTg5qRNZ*E0^|YOseXDutSk#POXsy zeTK1(NC@26RFhf=1tqnPG&-zyp^Rif5(bJ3rmz9#h%DT*wT{&jM&ZE_vkDfDKTP!K z+xEwk*p>k_3XA%?+@u{DH>L8pCC3;~vFMFvAMigJ9!P|plQ}_8)eM9IT7EvY^%2SY zG|yUbe#GYvE%&dUj;GgmS^M-T)X(F)>GWvSss{)8X}5mO%_q$zyd=27i2Hr=zR}9W z+nTJiE=}u5jeSF;tS86Y%$cg4Jz*;>tk32~M;86X2&21`LPLTWK#`+^DZ_|Zm;#fC z1T_NeUugQGq0U{*kdkq=9RAN{)P?%sCE=gHHIVtFH2AIw!e;aqFmAqeAnGU+jK?z_ ztFj|A>REWem+VTC{Ux3S5&cKx<5}S_QuaTHbc@X#>+K}-?O%Q&vdxmzx{K5swUIr_ z82+W-|H(+K0RJW2n)e^eLQNgLex#i}o2HFFf;hKJ1>g7|w%`-Fwo$tt+7iGO>Uv_t z9v|+5vBZY)tHDjaG^=;#stZj}oMGuoK;F|+ve#LBQEi;W_9x9z|1e^_ki6HMb@x5> zY#SndEWhXzTgBCV{6F^Q)eEQ+;PXyJFMh z`GQ@~tI@iKFdKZN57)=Psi{qJrzkoNg`f1MyaLGIS8MMq+t>^@rtiAq{Q}@`?pXgG z+nml@{U$g0h`fouw(Cl7EilPP|mCU z^4|T7u!Xf@#=rJ{nmDs}u*d1;{jB_1s$Qm2tzr%MsY8-vkl!y}oRL9{%ak8RZ^nt+ zbVJ!)<^tK9w5>vGRg2rQh!6>YGKmdRqc1CVReGfe%6Z2fL> zl<+HSp;qgR`e~~KOm1%Yl+6#V!^+AjFx5CmgQ9fH%R&7#fs0E zX^1eDN-d4C!_T*2p;VdYw~dLpy|=&J*lUgpw(dIjhVL99|JzSjJSippVUq&qq};|{ zra7U-AW0*V4VqI#)Wq$ayu}>v9%Q)qF^wQU|9w8@Czssp9mm;AwtB8Rl0t7%Zncs5 zR2vKB^P=MLxLr9Nu@rJXiuv}Xw7_!eTNlMH1=qQ5z@W3kle57={9O>U z)knVayHFvl-x$J6(&Z;D@HN+BS*+H zg!}lN`xyFO(WA)TV^L^J`__zT>f+)d<<@^yBX=abr-D!HIsT>T%H4eHe5!pd)uWO6 zeaz}6Ie23odX-BO=_(#uTTzW$Zn0~cQ!ttHWs>80nxiMf5iN`Q*I1>pl7}RMZb3LR zThd{T8!VUZ=rlAXC7pDKidIc<$X^*@y{e1;(-)!^0V{nn1-=>Zma(l*LubFnrc!o5 zgT!(?2MQO_kkt!DQvh}rfL+m5exBH>);Y;M5p1Qy(yJ6oAmy^LDY$4HturE<+~!zG ztU07b$v4~TH%o_GCs}8i5e``mv1A1lXs^S+IbRO(~5LB8>(mDwKz-U&doN9b1 zp*P)+WATE5qESPM*SS@%@Y{dO!F8X6iO-3}J5 zHFY(@!K>S!HQBW_HChw6$^BL{Aa|YGU9e(HpijrcwWKcHhsNqD+C^I`2wE5z{Asm_ zDU7ov;Y>x#ee`_I%t9Wii^;pzIecfK{Q3t1DQ~JO(QwW0lC)ncQDPO8-&*F3 ze6+c%In#9W|5U~mVDsBf-3?l{b69rlCNfQCPTAAo(Xfs`Qs8+dA$MB=1ye+sU3&R= zwo_BievY|Q9P=i->aR5suQ%x<@G#ZVQ2T}ZW6i;(KfuJdSWmUs$~9Zdv;oO42%>fU%aX}k9GYN&QZEsxDJNa3)|wtxA-yrE-nDaPCKb>(DkI@0j}>(Gk~`D`rbp& zd&WLl$LE~D@q6$INNO~GLFbv9h4sthxb}R3bMM{X$G`znyw4-=8t7n5xnx~KB zMD)H$9~b`BL$mN{;Kq(Fj&nQ~NXl!{~R|ac-{<`Tbz~ zI+C`bCOQ8ha`>s#2I(y;0Ns=d&TDeRuL`)_XKr#QS{*Le0?6~1sLfD3oFqG+OnZtV z14bu)#=DtVIr!K)JIJ(tRcB%jilXEwn5h!pJR`SKf=BJlYkSz=Mz$(I8k@#;DHVka ziCPS7W?*JyV4SKHF4ciOxz`zwdanNv{9k|zeYZ576Xlwk&$vb^R_*iKZ zUrBd-gV|Ns{rcX)1@C(0S(bw_OqxFU&VcZlh4Vzf_hjqy2d^fwaY&%4z@09>n9C(wrwP)ZK$?=&Hc`v#p94Q z1HD<)d@OOVBLQUScmk)Rz1yLkY#EOQ)VFCgAQR1(`+$Ybj~XH|SadM(;t#e6M*H|w zo{YNxIv1^(!(BA4;IbiHMXXWtZ(xRKxzH zq!yu^QbJ@E4&WUT8KK#A(fJiZ0_~Edwn0J3B_fGB`!9h|1ozKxs0=po}iGyG4p4adNj~3goB`O=Xr!&(*o`&?MxBPHreUw& z^S{OF^!lYbFzT{ms07?L<=U41DceGps`R$-3z6p%XX2j_CSJq+N^#)qjRvbZx{I%P z9tkoq+}Opu!Rq-F{UuFjs#+YQHES?}xcw64PN&H{Cu$!0->Z3(R4~Pv&?xX=+33D& zrz)SHS}Eu=^stw}9xmp9;->Gc#+>ZO+<=z6T;|*ymb@6QIiucn2mE+0dGwUqu^Ibv z6Yk#&h!JV1Oz7@{&?Ix3taEGJecBA zxHJefIesDYsQI)$4p;T%G!S?TpIjy)30T?lGpQcFS{G2fauNc}-!3pcZhLlo_RgP8 zFvY9#@ds@0KAfSoZF{V~x9@K>G8&SuynS5SlU=R`yp7bUlAZIt@8-$oUpBlL$G?WX z&&CVMxIWWuzGpMklim7HVZ-Uy#`H!=uIwrs{Q8TxF!xpT!&OE3cROw9dXUiql|^4W z-pxt5)jHNJCpG4|A~iTLaOTTC@)z8ElzE6IQu4$7sQ7*=ZQrD-U#04voA$N5eR z2a2BbiyMC!IDXo{h0;Y9TaWttn{wBTMkKmajY7Fvg<#S8&IYE3GgmoZWY~Dk629@+6>u7xC|0UhofMzszql~$F6L# zM`3m$3jjq30VN|`nJ}Jq;F398kpP20=ay~voN?8fdFPOQ&H1R&L+wXRw!U>bFQx*bX#nn!A2pbMFK_s4 zJ8T*=cr^vg8NvC<`GG(0{Od13e1qjzd&CbMyqAt10xPF48a?+OH5a5{WfwE~0QY*q zc=<|{`)G9GS#;sCoAZ#6*SmS(0+99LZ=@_Q$4$XrIOW|=JA=Wi?2kZKmBw^_`mr@Vz!CLCC|>Ap$tNC z7z_zRY}mmv>yD1k|D+3!Ba}xcv|@%{mko-uk>|o48-KZZ3D&STOfEyWBre1crzyjT zGLESt`i@_)6H`Q1dMa5_hGZklZu2w*yk$%J#2d!S? zq?7;^g(2f{o&-~!MYLoM*iW8(0e&OrMxOAfK4cqbgD$YM_O>{!4*(d0+ZCUGqkv|O z84MQl|2ASodu!B2CaK1wMol=odp%p5aI<eXF}qe{^VXx7^I!Je$7I@pQimNABX{_U`}zD;YHmYua9H&fXO{ zH{ZPm1{Apj-u5OVw!!b;x>y?Cc5Hce*iUxc^1Gf)>&kb0_W3+|^f>o(TuwuOaQL*k znlklm?Q8aZO(a?WXmuU;bi8VReP6FT-jem;H6ZoCAPFSNb*YE67NfnT#)aoB%xgXH zX*=S#AAcyrePyvV^e>Q7+1+mvh69_K5ygA^) zZ`a27s3cn%W}mBN@9CxQg-GB2De)~z+(OL^K-Ffx<_WHS{$~GNSh9xz-de1r2nTDw zY8m5&uP2L@F>CBTBuQ~oMkY;KTG&LslB$R88miPig5zS2@UKlG5 zS(RLN4)OUf0|d@Y+9KUyUp&_bLB4gNqV41Kf(>d#K+iUfVcKX~I*QK)+2@;Mke|r6 zWE=M&8C07)LSgie#qIx{J2ZTvwCpsIYH?PjG59#$FIFj2vdOg(mBW@jdw?P6jmGO? zk#+V%{sth1eF34o7_07SxRHzGqr#=Fy-!IB^*uEn9v_mYN&N;@JdnZE$I}_ZaYzl0#s&ez} zjEe(Fh5_sKlgzJ{RW^P!qX@ z&%mH_2+1KVDuAU2^}F~W{6T@t*tIc;Nx~^Idm63yhOGC?<+sBU$l(2ESm^UfjE8oP zAs)I}KoYe;a~u_}_HePf?*$fo*`wiew{*3|gi~9NDtfd=&j2dLWgkpN*36h8K<>~Y z*xDQCsIIQYZ3b3w371d0DQ(Lk)2T<9KZm$E`?!HK|B`4ShVPHggk9F|n<=LXE)vuo za-uZYT!mgrPHBG)Y;&AvXwN&vCFQZZm<(nTh9szO8?E`}kN^xBNF>b2#hQ}MRmJ#+ zg(*dNlQfEYovx-?^h}$8Z_^>p-1IVeEpz2tHe3UIjMd$1 zKGgIzdcOC(pVgq%^|d)}7Kff)U9RtZZVu5M56p6*=>+yr-hC_sq#q9Sn1AiJc?zw$ zJ+GAAlGXIxeUxRB*}FXjG+#ODlKBA+$KQ4PxLeM$$-9Jj8unN6?5{4ieB72F$oblO z0On_T_e6p#jiB;@_2~e&otyeA7%l(ke|^6tw;V?RHX}a2##^Y5guqbzden)9@ zc*J0s&KAKxMfR`ru5~(=Jor&4*6U3_XJ2vDp|9Lqf6UvtnESv%{VsXUs|);eQoy@K zky9-aggOnE`I;o=wKHrV0S<>+LlRm;l)y;rUF8zd}nR z7-=&9f~~@_6}JfVAve2V6MH)SBuAS*dMIndVPwz<5#=4KT+DTXLe-;D&q9P6c>nmn zQVno*@<;Nl(So%aFDk;w!cLPihxr1{z3Y28ZJ~Fo|HXuMym{|9MVKJb5O{kv$)iA? zvJzUNRK^*^O79w()F3CDHy|~!;2od3hH@x`Pv1g1($10hS-^D>LUH3M{YD`26h9H9 zXgw`>0OLP~@Ro6K%QSga%o$%i=@3Df`>?P70BFB(blKQGaVnSv8CAcoySMVqa`H8T zxmeS-EVMd%?gwGtRo!nL*gR}pGanGM-wS6+V?Mw`X6NP|P4d2OR2fQhk3@asDRSyBScK+_rn0hZvbLZ-sg$+Zk@pt+$Qe*DXm2TWJuaKn{cCK z)}5ME`PZCIfIulEHLqQF%AhJux2O*|z4VdS>`_rFxvW`42iSD7WYziT3vK<7<3wq* zhQAIsjtcl~MO;iUoT(JYDaRh0BnR%UQ9!>OQjGJ{|ER6yAf(1WqOCL6u*$>9q~-}{ zc{%GwiJC5ZPNRiP0if>Pi`AAncN)i7kXqsw?$juA{hq&Ds^*nZPZAYQLBGCT-1CE_ z7NZ@R_edMds6=ugq#4mGlcZaXL{f;-NvJcTra75)(K*1R^~)rrvJ|H++&7P8)%h|a z3)4;uK`k;Gqs00*wZ;jSO|&0DmGv)#MN1AYT!ZNWb|4Q>u^&bG$6xFgBOY=TBPqHQ zk+1Y}k`J&akVskeA*aYcLd;SuSv&h;2$=D3s-)U2as%$;g{Xcor@?3J$o1J&5z%?# z-^0b~6sLSHGV_7IQ9Z`2S&UTk;1bC~c8pK6pK@!HNq8EOJXP~*_lwK@;@Z#svjsbI zb1*Fl?%;Y9%9kqvgi6r*T-ktca$N(JUM!Q0N$#5RD#Z~E z9=(;_Q1~4Yoh-hWm zmjul_ik55=FYo-9qHE`i()Y;mYlo>DM@AGIMg$vrgl{-f3FAdS&6QJ{@O>n{_t1qI zOYHeV*!vZ6pv9_=@GC3NwQg@y9NsBa9~RvEOV-EGrAh~y9zmFKIh3yrZZHyUKO z;{!B?Zgu1418OEYF*|um3`k4U`*8C`_G4>;mv6Mu1G^RZd1x|8FS4_V4RUhz3^Ed# zC&49eIv^`{eowDI93$81Ct$0>S6>8L9sH_BwULzZ@dA}Hjv&e6AuCp4<{E=)&^|KlA>nJ?JN>C70-ow5IU^U9Z~pJj|Yu`KAaNb9Ie4cl4-1~jXgGq zIA8}RP$KXK*uEF?iQ(notd(w0tmtk@ND zDGIp!$vqG+u$b)KMtzn?asSt7EB6K|qEY6x(x(jsmv3Ejpo*4bPV1&`2t?tV?Ejx!_{J#&;%*G{(6>VtyIHT-Tp_Q#jf> z#)0_z$qNyx7{xw~8q++uq8&pH{y54lIv1Z%@Mf!Fm4!oCzLI8LXPsr5xtnDHo5qvq zodmAX)lUJ$Y-5|DZn5#I3Q?2q1}4J`Ip4o13(2s=skA^(zVu7Je>Iqoh678;3s^em zJeibwBl1JL648Wu%)>ElS{vuOq*R7t3Az<&8)d2y*)&zC!xRKq`hZMK%5o{%jvG4T zs2Bn$m!ed#g-C5M8kMFTdJtm-OHOPAqyz1`$jq>U!g4U%<@{P#&MQmcq0bR`$h9O< zA+&ZO*i16t)J75XsC>qM8pveDC+*gogwb1lAV~&=9JQ^Sa%>;*$wwyM&oeTALRJB) zIts%CJ52(_zmaHZv(#j$f3goqX&L=kF&yn~GHI+4CW@iANbWaT$kd#`ZN{JjTSg!J zP7kM7^`3-9E!b+7&43pD}u?lGJvF^y>FewI{brH(zV$~^11TqAuQet>Vs7c|%oEWfts;s2?gFST!7SiIpYB# zz6IQ4F-~?c#&lGZ(5pk~QX_FGoOl#3d|mdg%g6H$&^Wy{KfHAu%MVmOc{Xl*l%h$0 zWX;{0boLgSeAq-8HpOT|hcnnB^LnnBpMI_F-EzK)Cb5incr*U&Btx@v`EZx|)1l8a z+?FrU1Zw75_V2ujRpjixSsijWv^V&iJaXT*Gk82pyYF*YeL5?1Z;@>_l+XistxoANpi_gaBBW`?spMQR+ZG0T#Hd=A23#Dxc#NGLO4?EPG)8Z&j9P(A0Pf9*0)bPUqKbV%EMLvgertzfPATDe zmgxRiBhSK5kVAiz8HPJ9A5J?eKZsT_@)m&|F&wt!t<@>ljhHB69s!A{O zUQ6>{U-w2w^TK6zdd_JClzltaUh-Y^LGySNPK~9Vt)NyR)Z(AlARBy zsn|r(v)yiLe*#UfL_^QP&oPv@oTJBY%y;w_e}=`c`eqG@$zQs~ydNO@UrBQ2Aw!n8 z!CA{r&cj~L?5Y;!nw?lRHkAHTJ0NF ziz1zbLZjhv5XQ{FZ|yR18UhvwF0dJ?Is^6;g$Xtd`w=u)zaOMP@Z5Lg;8GNakB&mJ z{=Eg_Iugu!b}agmUNMnB(^Wva*aXGk!ZduxX@TGYN-22Lk$aE++;Uk{4I)8k7%*28 zB3QL;1j;L1tIc%dt>+x;<}H@Kd5rt`ga0*Kle*d(Z`<*-^T{P zlXz#0WQ8Hzp(SqgteFl=CZlBXs+A6)rd!8fUjj>vVVn%MKJJZEvAUd*k4WpE#~a5W?Y8Ly4uRQ0?W9KlSx=2J?@p3&z=24 zP?>-P`IjNmJ}N|(iy8k)SSDLBz*}4Q%Bod3OwR`T=ZmMmUBj3IB)tPt4_~zZ4HOeR zkfpu8$3$~W$#;kO8Th_C$G0G_x zMSA2%i(`_Mbv~SAiwb5E(>!9s+a;xR%sc!%ADcCKVqf(E;?PTHZ#Q>^>|uuPA!S9 z{CaM7xrl1}*7v+jqF+H5)Ai@*J+9odAO1d#>Vc-h%nz_Q_g}EwaY_6ezkve8s{G0S zmab~7tKOf zd9}4%qVH_6lEoU8>IFy;5T&Bu4AaKbMU<>LiA02HlSMS&)V>yQ*?gSVll(7kt_1#| zGg__4;HWakC225O$SMR3ky_#ki z)v9=IeF{7Jo#~T*<1#$z@>-bFKpSxJT^7bdxg;* z*Wyj`&FeGv;SGQ5{sOmc06YItcN4A6t2@?pEuwW*-LePTwyz#|aRJvQaKE(fgx2N! z&~-{`-`{cW=>4Klyl&j`ZV)pN5Hla_!*}wg9lQCFcYYS~Yd&V@id&gl{H9MvMZvvX zpLC>^kjal#@7kz+!l7o!vX#XN^Mc&|&hV=wGYeblTM;E3=FTzw^K(G~_LsDfi`3IR zpN49U#mxdDD$q-I{{x*py2gC0vS%Rxn(?KOb5l6mA)$cimyGccMipt64F$mvO__8n zWT%7Va{P=O7Q-#Y_>ZX{F>D$Im6D`x=XN>PIYy%Uv23EZEniO4<$n}*uI3EFyoZCg zgGHn_Xe79P&c!Pg?hY4f_zNxl2%3K|X#sZ^Nn2XGBxy(BVZ0%PWJks5R;?kp#QG)Z zxIr!&r%*gHlCc^;Ow3xWf-(z?fV5hXNESIE1oXv{V-?0o9^l|vRVgGra!Xd6i-%EI z0Xa!Ek2%>7!Uta%-SAJ>)P7Ey4!;@2b{Ho!!KkLfoi^1IQ(|{|#fOY!M$Rccxln3i zk8tNUYrkvcPF;zBs!~2ZP4762C&8$!$gMV&*9d}xOVO}h@jAbN^wxS6JWk--%`hUYuM!TUTe`qYsf<@l(KAZd#%z&8uOpxU)&Vcba6R&b2*@B#oNE7 z9bBayyI+{v)zZVUE$yPnnHD=(773Eg;uSsZCA=}4da~K{PBBRr2RCeg`mH3~eaZGh zCkd=(-P6(D3H!dC&!*q|)9*>);Gzfen5&$hmx2LsIqdbg?1Q@0fnKypks8;{YAI66 z+%*`gd$gG3(#CsjR=PcHcF^;&RM6l0J9z1uRL{#dRfzYWjs2jx=xHoNM0{?q?$yn> z##M6HhT{44hyC!aDqnuy2FTl_YgiE+Rj=*7yr*UGk&9ePF;8|8i&I>^TipT2o%g<+HQQ~*o4v6_5B55NW@lyo zXPhrN8&b~PPWIEC`K=Dzy{-e)zMKJ{OX1B|_PtNL*~@~fPFK~j9>Z;&IV&Om-kRXg zW@EiMW#mX4Vs{QUsu5p$H$Kx(N6zje(TTo1D0!sqZl&C}a4g3weG#TbD#3Z z-EH}YuVYROV2v}#9jTEvS)_EHL15y{jh;LZUDZbGV~Jl*q5p%2bPX&@Q&F}JYp7L` zs{&VuPARbEr~$jv=P{92W&pQl#QOc_-avCpejA~DP8#qxtpo&5gK`kT;MywFDjzI!$ApAu*{!Y~8M`3cm_<4y)-{jz6;WNaS> zSN$P^Mu(VUl9DQ)o2okAhH5nI^zqD9Rzj0r9?>;yUX4o@?F&Km{e^V*YN1<6%TrkC zIcw!}M2D4Swe3gH2ifi4z9ON|-v{qZz~fDg$F^%GM~<#;a8_Lb+;@t8-30>_e_j7% zn9u3K*E#MLEI$_ow<7;rB|+Zg6BAmE^KK&9Z!e$S|MFkVgTd>e@eE$kjmWOD^Gpco zJr_184-cT17NnHs*-mupr9QJ@K7Fv7-7hrBjwF0EciFJBUEsgzYktfVan6feqY_QR zv7^*&5{TQ+vB;U{j!(85PcoMkMMz}(ju4DVgDidURTu`=1!`@=L#xB*A|D%CZESReaC+C z!*j`dw5jKti@0zcQq_zIhhW9Gh(9CvYz2Q`4^I-(n)EV%qAE6u!r@v0{>%_i+8M#Q zw>0FDvi>M;?*8&b$Host0g1%p!i$-ad)6kkYZGVfiI;WE5|ExumGQ77b2|{mPW>yA z44B|2Y>Sh!2%FUwF$*WlJNkt(z9c7xT5%0YxyDTPk6D-PbMVib)^te8FxOVsSCEsd ztw49Dw?R*+_v~a>D~%0wMtaUfG@1?|S^1(wou_hmbHaw}F)7-A3)p*dWZ=fC(5bEN za0$!x-X5)UREFz|pUUJD7NHHYNa?aZbXZd+Vw#U+cA6i9Fv$zm+WC$L@x&jbbx?ra z0itBmNlez*DZtidAyBX>%vL`wz+SuIfuI@)9(TiR>aLmdmTU}7fZSmv9@GoUK>gxM zlH$VFwdFYf(TcL$3=^M4=DPBi)c22I*Uk@L5)1eruTtC42nfGFcNu~OVsA>Hl9n%S zyz%^yqx+aPV;P4h(@btslZFoetk!#8ZRzSj(G!ywf=`d5z(NHBfw1xG`weTy78Z-F zJ$B-ZU*%mATsTFi2=k0KNXy-#opSx$vLQAZggFrtVxi3TX+SG4iur8vkSeECd5n1!4wLED$fI9)uah48aH-v?^y`pk|9-fuXNo_Cv=BB#m zN`&cIBfXJ=kO!|p>7bk3{_R`g^~G!Ds4g3s>_(6KB;OepSr_xo?yE*$yZgoQbPfI6 zTX5AT`Vz4h`(y5X8{J2lC?04854DC#0H6>`cgXIyrh2U>J9W01n*W&pO6p7ryO|Jb zJvCs!{M|imwkw{+hd#4Sf#piA@pZcCb*lN5**U_dJ(Oc(m!5x+gQ+Pm-VXDd?o$OW zB;kVPcfItC8G6WR5=3*OlsPUL0^;(4VGx2+K4TXfEfM*?3AI-{BB`;V zgi4(yOB)tl@?D!DZynHY2PnDx;KNwD)&IxVIYn901>3r8+h&(-b$8jeZQJOwZQJUy zZF`r^E?ak>xAWh7*T}IlN3ML#F*9<;7qPO{>{w|Sns__Mcbli$uZ}&#Z08T|yiY!R zAbaimTTc;RK6fFA*LF|gUwuJ$3U^xT>zRdwuHE=R;{dp^5GMk5*ZdyGCj#*KI`?1m z?x{@4kc=ltLZjzt z-$;Kk;!U#b;5a@?7+1kU3nH~`2&Mh+V*6jF_M<0Xuqm$w{tIt>?<)_)I>9sEHjTE( z-*;u3P1n)-pFii@q!)9mucwzDigCm4W6Fy_9=l?^`lWhLO}N^*ZHW}0gQ{n_SWdG7 z-Z3rm5cbmgKa6v&Zk?}nWXx%I#aXIS;q3ldj zk*OvTs?!sQ+2DRcaa#10Y5-R^X&^=?W%k_i<($6pc zrU8+ezsmBOFI?ER9Xo#S(_AG8ZS;P5uJbj|-huI}1Uk*1b=(-j!2tm;-;pn@zy=Hi zh)j$gzEM#P9{eo?!rEF|V1L$GpZ{%XYq{ApNWf%s!-oce_U@eMI`HXm7P*RXRi&Pd ztR?Y(P~ZdmyG?2Y8!u_28HGXY{P@`lr@-)Ysgds&`<$I#zDu6zW{*U#Z>--tLDMyu z_byrI_vYAcNkV^Aa;0K6w`Sa$gi-)%L zd2D}?zuBsPU(Kh&+)YKf?TN>%AP28~rr*YpeWQezOks=WjH*D9)UWC#G&yUDvgLFs zh6X9=+LfeOIuy@^f=$UoMZ~Ye7>SZ!t`*yTkIz_(H8tUgPnzC_;T(M#7hy<+@?Hv!%w%a4_@Adeuh1`*?bE z6*Q&E|bqAm&+lL%Oiu&#}z_vQhX_vQ%bP*BsV}=~noIK1U`tB2My5QpYG*pSJm~~zj*i;i^mM2dD)Du@N zeLmzzkHH)<0@UZEJ_J}#{?3W^1Ea^ui2!5kXiKASQh@?J}~{?I=+fw`pRqX+IzobxGl* z#Nk?_S9|Vg&)utSn)AaF|EmpGmD8Epy@ScWl3I7GSz7OTc~m{$h*aLMxgxQ2`czAa@sTR(G)C8-2sBq{~}NL9y#E$qT6G zI$SxeFe$)huRkKa=fPY*biF3vmIs*}sJ+L62z*^7*L@v<;1_RxnydZ}gA$M4l`Zo~xET6-@PbgclO+Ta1gTEwQ zghgSjX#5}<^M{~Q^GFE=_@@zZ+e8T2_z{nX$()035U5Rd>BR>r2{Z9jTRh@Rv+N_$hvx7=T<|RX*9KEZEXX*IaWXjhCgUdZc^(lL zs1FZ?*+?7>QU;Fl0Z5GS05Du7LvSe>1GK%oQ|;u<8#ut{g0`LF`-en#m^ySlBhR|J z&ZZW0=g4^bIiaN+^9)GyqTGlk^lMwN*TOK55L5YMw9fsVRUZXj(S)QBq{0M-HA0v35DR{aI-H)x<$tE&oP@ljw&&^O-cO|%-B{XW9 z$yn~QVWJrpV12U4m}6p;&LKZY(m%3e?%OlDpB-t6=VX}N5$kR;l~LKqZ`@uLVXDW) znA(=hGmaYkyK$dSSxc^im1tlHk-_1SF%g9c0ZbT>VDmz6a>ByGAM)VY4B!!>{qdSZ zt!+0K3*8p%coDz%Z(kz0wQ;#S-LHwt*U0uPXi#9G2K{>d`wv{f<*MdcOEMK>&qvae z2$HiQmFuBQma@oxhJgU6hFT&Wr@>SXV8EJx{4`;+FUQ((#B=_{=y-&vECJhAiL{~p z)ta&gn4sZ`RqX8h^^c~=Reix*UcpWUg)bJZE^R*(e%^Jx+&Uwi?kt?HqCV;!y3)VL z)oQjTNobq*_SfosU2U4ryw~C4#$~G&QnyO?J5W&FRX%(Vh6Rvajsy^dZV@Vu|0bl$ z53TkRb-p$c=@;Y8D3LdEoEi!2g#`LJg}Tm9*@KVRX$@VCBzQ#?50)$PG}1@xC8wl}4zRON%ty z*U4*3qV086*y#3#Q_dGXuE*2$Q8SzUL2Ped+nuEKh_gBpzkb@2miKK~Yh`a3 zuwgoW6HJZh629p}uG8^V(&d+x+BfdMInl2h%A3C0+r7VFD%~KO%gKRj=0Uemm;(7Zn3JkD_23QvSg;z;0vv-JO@;nv`RuG-zFYWFyT5gDeYgJfTB z6jYAV$o$UaOS)BmSWnhr@9y&DEKA8MQ&~ClKWo}~$M@BHZWPppfxrsx-|@!(Zl8cI zoyEcymOggm)eTs@$Z5@-LgL#6$%c=LvO|%`69K-?|9gDw-249)Q0$fd=WOjmRA$YI z1^1hYj#rJzwD!*I|@G;$R18M9U`u3)MC{#--2*@~3Vh3e|Tc6S5*35+?fwfT~pK~r8) z$nHf{p4@C^VgrjGx%}mTAu55)HiERjgwNS^_IWQ$EU-7=``=3Ayf3qnrRnI5elWJD z@)RE^AQi?|+r~X@C(`K;hL!&N6_eRPP$m%OM*}D(ZN51K`%-=;!IFZoHwPbD2D&H$ z0kb~mbj;MvKvUP)rNmgDW@C7N{yGM=(Jn-P1DlpfCO%h`F_j1e0n>qapT~y8CQWSC z?*?GwGMezIMiEEO!KfKnvPAe*e<*YK2w7}x;K$HTrH2)bUbJM(n z(C!4zy6!fC`m|)l!|$?gHv3SsAorQ^N^05}#U>?Rlwx|~m@;~e^EXXNj&m40S9bxM zp5nW72G4tgBwZda7*$4e-a0U2JV1lr!$szL&si}o~5)?Rakl>`>Kl}KEuA6zPoyEGXv=~>UPvMZ%#>M1Vp+_Wj$#k+% z08}IH;kT=hr%-~0asf7n}^-*)t_~AI zJytXCZG!jR(qVd4+wU&x>d2|S-8COsvV@xcWO@D>KDU_XDemi!c@eeW+$-JsUTl)v zX%!(y*7M?zFO{?t>y{(ymdB<^^;=|@%<%T<;@$-4pK`;1 z`vbo0QT$AJ2I0CR&?nRNb!%o2V1FVY&iy|A_@R!+s$VJZUqSlLlw(T#sCpHmFE_$* zgbKK$%_(``1*>8M-uLInGD zOjF<nH3a5t zUZiui7Opn2D%F3|D2OgQPPsU7i~AU&$Yq(Sq*==Gv`!mlIbzAtL4Z{Uukpa^84FF^BFV6EVN&5r zd}w7e-xFs@Pcr-93DCSabmtbU?fjz~)wnkdo30-STM^+$xluO+!BLzaO0c8^#_I+A zqhDGG;`Q<{qhO_jFg9J}uNQHQBwS$at7z2JgP_+nfkuoTLvVk!mQxrF&l*xJqG5%1 zV-TC(PdBBvOBty-*nKt!dZ%(Gp-l_VI5~t7LG}mR9C0JlMZibR(1z*v+g$0*QbWwe z2cSabWn)h*10|dFV{ay*x{J8L(S!ZY2x*>hlZ=27UcLWPxv>j<=$}lN)|+`pu$zvTu_B+z{15r zlrnNOtVXfdU?AO;8W8nQNm4c(UO8PVEiLjeQ{YhGZOUEfc(+7Bcc4(>xGlwXADpQF zu8GjOEldz3`%o7RP186lMQ&a?F`X16rd<@Iv{{%UEud2KAd?iYJ3{BY3v7o`b8#&l>@L)N8=E<4!j|ch1DABY=FcHAAbPgK;s9J0aRS=?iG^ibFyEs5;I0t}nB zWH0S#Yiwg}aYx&twpbRWG#J20@Nz7P)$1;f8lm|MTuV3DgJ})ssrK2IqViPhHs_Z)IUnu>ya1U+G^r>6$ZJ)Bh4j)cOm}dkeeK zc{-6O$1$uL#GT!wC>O(lH>k+dv&K(GUs{o$M2mVr;#h+WrRf%pQib&%u=_BJj;Rbd ztE{myw0niBa*6g<52&Btj6S@;G1UJ4!!VEjgW3_(Is1)Ptx1-jUAC83l(*uNxgOII@PkHKM zBmt?jcy;VrrI0CBhlwP2Q}zD#mu4KrB_Q)=@hK!UkBGn9dU0=6{mPGXZ|nqrZn;jW z?lWh(D{Q$D+WV_%FNru`t~ZYF`K<5u*?VI9l*aRK_aW1jxZVZL*Tv(&DxcJLyX)Qc zO=cd;bj8rc>qD*6O3lIM7aN#H42~w9*m4AlE160+iYn7ju1FSHBbOwcW!6Yb{J|ZZ z;jMU-j!_8#w1sKMi5y3*9qt-^DdKE{0V<7fSS+a-vAVV~7Fl*17t8!V4rsJ#wBP zvb&&|)A5N%Q?I-zaIk5>akR&q@b(p5ceNUPkhAI0h-1 zr#;8R)L~e*s&QLp^P=1o44D~Ap{u^&a!qQw$Y^^1Y@8-&Lg*Xne{TBkHjP$v7Wj4S zH{%bP^@2%zMd38YXY~|d^(1FGF|--^H8zNxzu0Q9Ks;n77|z>eOJm8l&)nt?C9Nlv z-0bG?y-`s79-6p1sKiCe)@tbFX5dULR&0mMUk~bLvAA0x>yA_%X3o#8_x?Ojx5G-e zjn~=Y>{dS)Qd=L-xQ2^Zn_w4b(nt4)Ng@oJ8pRKCf-3^qqTG;htBwkqeJMT`^o^B) zqqyw-Z!^i-&{#y)?>$^Qhe*r}^kLb=ISg)dtem}2^FFGP`as-Fs2wbDWwU&yD9w?d zY?J*B>!|f9^Awtm6Gr*m2jVAUg-u=QiYQGI`zyEUp6ph5G1{YPHjOxKb|czI`LKmz zhC>txvkqW*PQv2wXJdYltob9JC7)3Ttse)i*h2#MK^H`RNnwD)y%iqI6Z$o$0Iv-Z zLCZm6=LSZeQ*(kPWf0)TzI+!ZxsD3409aEwv6LK#rD5&^GkwtT6p)6^SUxjROr9HY zn>KPzpTHy^j3x6IBm6HIVS3OTQILiqIhw|TMcH5>0JCN3UNEOiCSscDpjl>UQq2n* z_C<2A-Wdrdz(I4;H0}@MiXwK=<}mlZSxN^EHOS9?{-Vuk?mZH0z!Na#N%CILMr%BWPEm3dNt%^iM*wSn4sIHN@J0I=`%T&~Vn#=gb-l=I~$LWJ_^ zfoz>U`YO7HgMb+FHwIb&3tOFZv`r2)U1T#x4Qsta>s#KvqtpBI8Wb3@5Q8EPOcR~E zjvbd&fNVc84nfL;ia#Nej7Et96r`^3EVf26Q8-)tk+%4Q?vXb&IxieVmw3dQt%bAY ztuqB${h?we(zt~c2+LZr7L32xQ}Z*Wm}`dHT7LfYhAp|kc^y$y5{CuFFn>)i%PrJpowI&OZi*}*IIHnB z=6aU0`-kQBkKkgG`A$m*?g8Vhy4g6c`W{;IWYzfUIx17|AltjqR-Wv0V>?}TS4p{x z_xuB6xQKFn^sRc|uBi<`_OJN{pFYSM>x&XFhKqjRmY~KdTkAk$=vTIK&GJULSc_ZW zoq3gO%Im5Ug<+UbScA^p1Yww3Sk3ydNn;bc$~AbFdHkp`f`UXjTtUW*A;Iv3ceMZY zRNQ;q+x574g1k!X;qqM-VQIg~<#S27Ioz9I-D}4FuXx!%nE#&ZaNQn8{n^;s?NO}@ zpna>hI?vSsR9;5^&a#iI*!@+$$nOosJGbkI*)Yb-5zf*?z&(xtWj28N1^i^V-nytf zR8i#s$f!iyp%h(+vmm0`EaJ4761e*k?68FPvdCSgCVG$3a*bBBj#|1GKY-#ION+V2|sE*Kam* zTs&pU8Hied>KVICH;ov^PE(>K^O=BELWtJc50SY{$Y28pw9Rw)x6eS)??QLO{)-HE zK3$}+LD-MFoiF40)?FvwY@|+iLqV*#&-qo1|HpEL+zFy1aQSl*<2P8oY!>k%K-$U4 z&xOY!nVO{Bn68SKiyHD^lb2Y}9rz@P<5#(cH49~V1CmsAMf=2d%`<9{heCrANkrtP5EFJ^O-iw znKmjdJ`1k)?K+mLZJXfu)rg`*B)cM$ZlQfT8L5~-0) z`uRgiSQbirsQDov7Bk%lqWK{|7jua%$ji(k5;L<9`Z2mbkTBCs`~+gpQqCo|*912T ze^^9-t%HCd3imaE*38C@!j32gS2V#=Z;2){OPrj_afl*vD(3geOM<4z6f04yR8dn< zn1$*rDYGPkn5kjqx&1WgBtA!(?m(~FSqETOOHg$2)ao-EwZ+8oWO zQ+dY32@jp{3n20dp(RFb%fa~G!h;nIMUS-NHO*vtAd}!xq_dacpeqpiFxTtUQ!HFC(E>NH$iut5-Y-x0C8CcjVDd{vQGN!;lVp8XL^M!}MXDr*Y$(Wz29DQJo z6_ZeMLWMgfgzb?Hx6=7{VU1dtIn>4p+Y=L3Zi=Lb7s!OoNoEZh4yE=@`BRqTfL${il}{P(5W z+6jArbdSy0=jq*E>kPrmbJ8;25L9Ei>Wm@ zy7fSzSL%&+YFzBxL!I}g{3B1pi^-y^I*HDm+|w_E!jtZZTrN|AI@yOFe!l}xNr3Xw zy*zpBzf+0s>!B0aaVE--kAcc9c}n)OZ_m)=vXK<)ao|o=mI7A;2nUTm+);jK3?qNJ zXwvle+8{@Uer22N&Ao3l^c$`0qVn%;LTh#tI2}EMPk>K&%Z^7 z%b4yfif>}#>-b!;JD2yfp+_ijw9_cRV=@ zdK^2}vT*N(b;HZ{LQ5$3-mJj7uP`(`@Kw`J}l+ffN4N^GDuBOKDk0^%x8 zw#6hbJYDP;l%DV}WSM;|Q-`|Z9m-1w2km3=jjLidvEK=(YTUlm=D=*%`cqV;Y24++ zNf)|3oP0Mq|0h+`C9c!n!BE#IjAtC`JyF@AkmQUnK~@8J))xwuD?F7gJTL$zI|4o2 zlPzDWsSn0~f8K$XUWb!k=S^;Qyy*+=|GWrA+Jxq7Bhq1))(V?giyZfZ$?btm?eILE zgIe2@tsl&q&j3`I&a%n(Qnx)+K>B-$@E)dYW)OGs2yM5LXd`7-+yaf+;*vl*GoWFR ziN2&T2qkBciNByY=q2V5iJNmEZVoY7WcG0rO#(KPRP#W0cR=Mh1`;|$)K#VSE^7ilE|hM5M|L ztW8K8P{^Wi!0vNOPO;-<;6}(egZ*gK|8-a8uzlPACnE5*!EWcJMpUxSym(z;;SzHv z{e-K7TV0^b3;KXeSn#SayU}Qp;7}Q)WFwRT(t#4oqySUZLzwW{m7n(D4q2GBq2+GnCWgbM8dWG>|mert_ndZNW&hkt5-UA!(pM zU!A((^Dc%;HIXjT-~2K&iA2nSG`O#+H(69@B+RkXcQbeUSsSIcU!2mJK~0eC#3wi# zI_|K`W}EH;{}F)bITyQOPVlk~1+e}_#RH=$rxc6nJQlfjMP<$#5k?q70nIZgD&>r} z$k0Z{*Ewyz{P_m3e>U1y><*_Ju9Eq=TD@tRnFDO@v=IJ%>J1JGdb<;$fskyP-~fS; zxuqL9Y)lu?1Wbh0+GKBiQqNnstY<=|5eBbbxbfOjEhYn9+y&|MbJXfY@FYbq$~8{d zTF>^zI?)gtv?A@7a9*`|;^NJ5CS)jd07UV13DU=chF7{BNp`q9q#Ujob{=6-gs|6 z)Tv+*t_NDJ?TYJ)bbX>%UwEtjaV)G;vrxATNU!Rz|NU_^9P-ITap`Nf z+=IPJ;9)8Y#K5#z^-4I+rW*0e))9F(R0SRzW1SS`I}P$xQJH%6A60*P{~JX5LJi2_ z5SLMO@n^XDFe$t;K5j6-zHI-#14LlXQXUHSSbaZ*kTY$`*L^MVIeIB-UnsV0m=dSBbf2ZS9Vql=|7aGEajb~9;~1&IX^C_1T%u_WG+RZnwd(pM?RILxC;+a2 z%HR~O8ru+!h?5?ZG$zH+xdZ=i;HPM6n zPgHEn?xUTF`9uiA)fA?4k=wRcq0Tq9`-8Hb!#2o6mfZ!+buUcY)ZQ(v7Z~(P*&lVT zb?8q0`!&#`qv(HoI>$nL-i)A4Ih>P8qBag|P7RZWF+>NquZsJx(c&~3!p#xE(-cFO zx<7!(mSB~PvUwaP2mR2F*27M2?jH@#r_)DAglFuh@6cNusW4cfJ88%wjK zp*wVD0|mL0`&)cR{l5YX6E1}FJ(1}{gM!rYQ;-BL3aUFcUKI7OL}6+}I;M*`OB6dl zHQ1o0Riu94lN1#HKo+B4XBOZ*UniH4F%y3xr#**dIfr$0sy;MCv+X!M2|3G>-5k*|7(Po93GEXy}A90Lqy* z3N9f0k37qdZ&s%>Hn!3QfraBN;o#v!^s)F%oVoa)URuKP$mckd!KN-ZJi{=7&SpXJ zf#`FJKqSjW4dh3YWxW>*!W+Hh5=HFP?SYu0ODcNK-XDa^HdKUUQS(Q zd!#5o`al$spcm~VYbfN=r58>}$j#fZ+Fj4Z*bz9-?H>VmqyTJwU_l@73)i?cSb;E` zx=n;u)f>d|N{lj`8u8Vxg$f#p9crVza>}p>S2i0>UadJTI@E&en~5IIY;T*39P&Dr z92a2R-;jc&nNwq|H$Y;Ugu*76{yG6q|H(#X>~$b+7ZbQUt@vBT*F<-oiM9Fpx z!Ql}h!$`ao>~yNVAKXnQ6*0vskgyT`4pgZpIQycM$T67DqQuRog)q%-kf7y&wfb~W z%_Nb~c`Wp0eF>P{OfeCs2B7q67zk;Hx_5?GxJ`kAbnXPoJE1HP7Q0Z>E{96}o&N#4 zt}u1|ebu_7@e6Q-mi;G;&Dp|jt9+c>lz9fnW{w*kXg_>|f8WM^e>|@G4;eLRuw%i7 z4HlrJb4UF)nm_IKe)jtWu6(>*To*KzP%32qQ5#w>w4Xn41V;j7J6bK|qnuMTOA>h{ za?qD-CZq6{gv>bVRKYAWN7|(tXuaO>zD+wX{bO6I{c(H+|5K$2Wot})H3x(q!%bb^$JMM4V{lPs(L3 z*B6VN+zYt5|6JCmO73p`@%^ZJR#(gW@^j!HwR%Z!;#_KvL#aBq0)Fc;B#alBGd~&Y=zqYT_+pgl>Hbw!2 zcYbAX#_9(IT8Y}D4rizN97#p8tjU_8jgyLEera&J0^3OiL=!7TO=U2qScXN?Y?n&| z^yuJy6jKG4(1!x|NjZvq+Z=jf6@Gb}H$|}?8GwWltBsh>2iSH)I&Ru-!&$#@J!YNOR$H<<|8 zVwh)%^>sn+?`D4>M-S-4wCz2k5WZQtp7v(s=+%xt-d z^M+)Roastc^`h2AHW9r&5VN&0iyQ3Ob$dM)_!716>uuxrhssr$BL+$`!VB2f@bJ-{ zSQesJUgx>!B{NF4C@cP3L;-g1`0t4nHNH9)_*`JFD7UV78 zk=-b9h<+hm6b_HQiGqI+*{VVW(o7L9FAbp$k_$wvCdOwwnkI+v2lJ-PYAf+v^JR+8 zm(k_jNzsX5VVVG!(_7urg8AAJ6HBaM@Z^>VqX$^tGY#nps>`|AgVPFvuLnA#FCCRJ z-{l;Y#vOQhGxXkgR_K#G4sX37v*oYvuSZ~{96p$}N1GLv$VrA|8&qaPz+aD*aM$N> zZlidT6?!)aMIS%u48%V?Uvy}ZWy zVC5QqLCJXl17bEZR0GDv3y z%&fKbS8L`3yDp0g*_UNQonnKGXa=~!k*I8hr*QuKgQ#yfm>RHxplT6%!Y46W^8yFo zG8IYJWE4sGg0`p-*}ya&In_!YMPE-3-`E$+)UqFGlm2s2p%haYW;b??nTPGuTP7R> zzIHBjh6SliV=hC@r3Es@PNX;s^^8-d1vA5J)JzlAvb5lrn@J{Oh7pleqcJN%u@62c zc%M19q$db1GKooNxu~2IX@H!o0ozr&4Kl+{(98PTGedxEixCo7da&CAD4kCoV#{i* zq!S7^DBnHw!)gB*x4PZ0SApR%!*E*aK1qWFJ5daf!v%Kuet#t1t#bFrHt$!! zVK*1-U1hs=;ieZWk`t^!IUQP(L{gd|z$1T@g5f$`(k@!#B)a@z|1tq{`NMk`?ekdE zYZiF$yiLRVXmrDD{rJrVtAGfmvIw&eTt{%fA^2ReR5Ir&=!V!zMy{IvvwVcY7a2h~ z+_vIlqfFI7is(k!{`^q8eZc4aqvxFdz4~e_4Dt1P*}Qi#{!>l)AAloFpZ49%`&At| zckA8bs=!=pA+J;QO?~e%Z(X(*25%9Dy0;4OITZ1HP3KR(w+5)1*pZy_v0bjEM(_2v za$R19E$%=*Nk3UWElR2HT8;CIe|apbau;Z_y1uvW^(NapZiwqvKDC_h ztM-_qAJt0s=nOScHa>EB73z}qzULr6m&T@3UA~`p8GYBys}s6? zs4SAFO670wcxhPXL9UZp&rNT3y?TD8_VM-qxskWJy@qNqAx-3k?-WUg3=&WaY z-&JWWve=Y=^<4SJAITWkHA&iOn8waGvY|5}(wcjiUFd-z(-~<&B%WE~aL+wJ0~se8 z*h=Rhb*Z`EPRug;JyQ9ezI+#K!mJrQnNDgpy~oxJzVo9)FxlO&gh(z8nWA5=d*Wgy zeJHzN<$K6-UEF@18n1l!DOn=^gy8_(>Gx3vaZ9p)yCH!t>tKx{+N{hz6OF@3N(lT9 zrYqQZcE8OaL8c*d%7b=9RR-nYNBYJ=J3x^w#BJ&j?@DU|0zj3P_X1^C5lShxks zB4;_pPc)}o)VRJC z7@)9otlk;Fc7yXK$cEy3t%lWQap%(pcq%yi<~3Tb{@&tBl+FvE^=J0_0=GI_ygXn^ zl+HcQ_Q=qAz+w4D^}5X)|0BQKL?l*fBUWZhd3@PdY)^j3A3eMAKm4wv1w5Il^*7T6 zl%FP7z5kWN9n|kPH5VXf7W|A%Da7pHKu%_g4#apJ7QEI9V!DOuuH<`&lbVdVP0=~M zp$m2;S8ll;S{J*6Qbo_|^gnA=U%hpz4@g?k`mhH8wZQ;+5{ zGznT`hUtw_i%8f9Vb9J4c?Oum-cvN{Z2IUryGh!4n9g-@u5W`b%+v`V?(N(V`?#%( zRQWX2ucq(_(4(PvJ_vjToNEtgaGby zaFfjB_cf>FW*)VO+9tyo+6j(l=1FZWR&)tH@D` zN1%T-vLeZ*INQ-Xd5%Y_jkFBN&AT|Eu4?>B;|boOvV?#tr1N>Ch*ZF`tl+z<-y)chpm&v?f7th z9=8YLy_*=zG1bmsNP4^K3Cg;%EZkk{L2~lCo|1ub<_f$ zX8^*{?GB;qjKA+hGA~xX1JoDjJw67@+hJ-YAGD<3uS3Md@;+{#nbECiS&3X@z!qkQ zcpQ6OigQ+2uIXzW%~8aq{CPK@=n>;}6ja^G4o)Xx91R1tLGn>{+EjC#l;f2YTB;Dj zqD~f$P2@Ff*;wFZfsU`no)>(JzIk}4ox=?F_3}bt5?eYSDnHMZBPio24=*)bJph%5 zwh^5~5}SW{3eJmc50#0-H+oQ8efs&Ik^a7M93Qz4ulA}VQsO&!Iwvc^cP^0Dy2Y*1 z)8JvJ{3Uu-eg1tF)YZ?ScS6uBScjXNN4B1h{wysn7JPug05rp?&}!%;7&CMk(Gc_~-Y zDlX9vAH#eKl+s#ZoJg%L=`?T$2H}8k**ZVedY=%n{C+ta7ISZ^MEi)EZ&R%`&SIu|=bZ=8v zH{Jq0kn(-4C^rm@LcSt%s7z^GLCZ0E%)ZBbydHdpt%@v7Cy~fEAf)vPMzHrpW~JFUIy~ok^i1*&j`;GYx@n0)O=ENqL6Y_ z9@U}1&nf?8uR~g`+r_nquzFl%U}@SeE76eYRiBC7XsJEW6A9w)B24Xqbi45z>X-fO z-Q>#da@-~HFrd{osL)2m1)x-9K_gXPznj|b^l)(bYeGwJMb2!<(fb4`-O>NO^53A!8O*CM{SWIz>1_8fKx^$khlO1Yg zx=%-Mi5>56w5ZJf%iT{M1OgHCktt($P|r;&=mSf)bu{LN{TX3m^91@p`=sB~g{Rph z2rV2&;BYDiXidy4>_TqVdM<1XoMC!oGRY5+pgFV-WJItu_ zTJ~c#S;QH}Sm6uTASRpo?rX-t*vMwVX0z}o8uH;{27#6{0*JPa$RQrIl1;b|8>>B1 zs&U{^W@wYlP4;@vFE(FEGmTKk8x)#>H)I+2E6y!RRwN=$Bm&j}C7BxxI@T=+`6d!p znHvNUWdqTYtkA^ja1}QCVRj#j*9;?3bI=zZJ}PvQL(n09kUYeAI1s16n0VXKQl5HC z&O<}v?>MzJB0k>rShRU!MpDi6BdYlQ;4pcOU`MpkufoU(5m04F}2~ zKADK^fY{IVpAsBwkvRw8hH(N<#Jvntd_M3q!=5Dj&ad51eT9P;EZ_6$aA3f4pzs$Z zdc3HhMtZcE(ftMq8(OS5abtu1%k6Iej|1XKa`Sv1?T${2xDhhCz@~uN*4P9=ivZ#{b}BRr|-bw*Je6 z?^#^k`uA?-mNuH3z3$^d>Jad%|72xIR~yaUPHxJ}=y4UG=KnQxo~a8f&^{}}QY#m? z$sFaykod)8n5XLUYbiE=)0Q8ZKDR}Cg=tyHf?iKi?{OclwkuIpi+R!? zdj&vKrg~V#hj~4T(~ta*dT*5D(Zzi3px51*=E^dU+!g(OW1!c(uz=97x&>pW<@#W} zH9tg~IJ~D|BL6YQ@)qgZ^&$1>YGpi`zX?00>Ld(K&6<(yafn%?q4Y{^u3)wqLwqg> zVa?ZE7P5kdWifwou))uk*oG*U7t-KB?ZT*`*uS@zl;P z_0I0INi6wnd3g=orYh}6Gl93{g1%eXq3*=8Jyn7@M)*&TuW~T;iXl~6hcaqd^QA+0 ztv5=-BC*kqQe*wBV~#1fTKv%tf<`2c#x{nlv(Vr;cavUbkMmzfgL-Q2JveF%9QN&%31KTRFm&eYnF;Jf&&X>YPT`lfW}EK9)uo6n~$nWvey2*m1|rrK@I>K1!W9bb>P0wL`! zZr$CnU?76}kB*uQNOqwQ%%kA%^_cyhde^7Th{rFD#`<&5kv zhq}v^F1y3gmc6f2ekA`^DqMp_=??Bze;5EuJnd6gjMx@g?>w2h%|LeXaeMyvdGW9I z>GIR>9tpaTxi7p(J##N^_Fkig^C9o+)_9{6eK%x;p)8olzFYsH2B?>G^PQ((u5 zfba#DJ^HU4h3?OLjFraqHRAB1Hpz_4MKIGx2`|LE&CwNgnwq2)uk*OfuDD|E5kQ@J z8y*Y#>INR$mDchaU%s^#viYBHeT#huazQ=yt~9|)V$q*q32pV<57+wkTJ5}7#R}BX*7`y_#&-PvE8?oHvWUz1 zAUYKkZ#XBkjFo)|x$G;VtFN(x9XJ%>kl}!oIwImI!4l5`;sNJ~))& zgOn-?N}9?VjGhydPho~7CR<3e(nvG>8=oZd*IJ||M)C-$CV}E_;G{OBAZql2pe+oa z1<9h3N#jZ&eK<3+U;feK$_giaJ-C2F7DL)d6Y%$UDEnvNxLRuvhRUt4u}fIn3}uCT z%%&@nI&YXAAk2*u%+u{>hlcn`vwfsp**{8=To0T7vec z2EcH}ExvtPW+Kc&TQ->iqz0wfUgY)NUo*LY=q(9mu zqy?754|!49X454(2SItYuo@$|0o2r{zEN4xtnn|$>~^aCiD}W4>{G0bwRGs8PlhQO zj)pkW$Q8{zWTjZ%9I9UEyJ@^aRDJGKq?b#@x_1$MdIEy%Z?xY<2`@UEd(8ksx6ZBD z;Tf`d4~nuL1Nqy^u3sVMFG`l01gAtOe36z@Vy4Roj_kTprQ%Jok;+>U;x@irzWZIhWe?B3S-cO*M zEh*fOgAUvVmKuYH7=sTP|0+iR4Ebg2-s)s`%vNj4nFrAD-A#(Tx=yqAFMHZ0#*6(( z@VGO+Tklnr^OqESJLxgY{i<#_yh{4MQF+RQW zJwwXsK*w5*n@5t8fmZO-4G>&?Uvk zB0jV?jmSuAZJM^$o;>=zv{vouJ|0=>(P1k)ANbP^bOGTs}b;J zilN)_y&1B+ZRwoO-YlW%{VMvtHz7-0>%n4l>i0hmY!~~ICZ<=sm$UxQ^DT%i>kP3? z_%&^1UFTCb@0;lvHlN?k+9}xc6`dYwpWmQqatsYYj8|&kd6y$oI%*T|Pcv+iX(uox z2}8#p8|bNLSt2~6-{tHc^zfakMFzM5QNBN?ACi{q!y6NpXNBDImCJyTn+3I8L)A1e z#j}+19zIRyFXP|%BVMCsb=^kD!n1?-uV)Ts-rvRvW)TXI$JGMLwhwZ=j7&AEpwVxh z7&!ll={K&(@RvCw`||*Hf;){HLHUD1?LINAxZ$}5l91ujdRbW|BHq}?(lrV9Xhnr= z$`0U3pQVEsh=u_1H>KT`iu+icT?A!39%waDxAkJn{UmE1kznq61G zrp^^b-#-z%X$+TF6&IL^?46F;4zzm!*p55_5m6-p!~i-b>dp71rr3<-W=v(KKFLlQ zsjWPt33#B31tPOpqci%m@C7o``-q5Gvou)<_?*N%gJ!Ni9p9t0ywG|XT9ooRz7M-W)ZVioAc@O}D7;pWP2_hZnv%(& zk3mQlabCiH`ihli%@I@2?np57?ju&(=(}Nx%E(M4BkCej%xcSM?4;4TD3J*p3Vj9I z>Pj9IOZes?Hr2xG;e>n!l!*&#YoO5~mWQK(ErGr~3`vK(c9R*@l3u4=@P1u0mPOi2L4sgkeJfMkTS{@Xh zil^q-9@ru-#L?JFOs+UPj5WFIYHLJ)&k1kTrG307a^W3UY2ntb0X^KcijzxGmwYH{ zo-!C`!UW-~ypoka8ELAtDMj|%3x9n>wRB2CO#PB$Of32i$F~sPm7U<9xrdbaA$fRc z=rs*`IKt%@_QQLV8X}}%9vPyzVLBtMvphqAt-e6&b>S>m$D1cGRXWtNA;{0dxIh<2 z6H`oI?vsN_D9q_`OS|gOKCxL(^+8|fbyMcJMaJ<6?m;E+y2SEvk=FQ#d#^IX$K)pq ze!VMN#xnBciR}Jj|Gw^ZZ*|>~lKEi4Yxp2IE~3-%t~D+F^SC?d@_ZC<+2HI+Zum}! z&8OG2<-X^UKG0eCsw})HuvY33cm?5tq%V88Iv1Kh=X&ioWj-%^KkpZG3t+bO)}x&$ zeYM>QPA8`LVmVhU5OZb7G5OWca{TJsHkawY+Z4<`z-IG`rdBkC>RKhxp8b3i>e0vcCC zDbpYtRi(?N=WSCr^p!9+I;LEhsXyl^P1pJcY-QDuUtwgFwQkDSs*}V=1&X8fOkys{7RtlHdt>xKziL<8tSe!u`V^Z$}`NK zX-QZ~Lb^BP3KU-FutxICw#(aJu`{MTrYdu>SQ0+u#p#@qGgJC4m>`TDs-d1Bw+ULl zUGrAPDR?H~6T{wk6E@s9z^Ih$g6Wwd#urVf4v|=XTWUXh5bLN?LfvxdYjtV2EX($C zDJC;EH?Ei9z99P=oBxr+85%7Xuml{yi7Pf?JIa~K zd2#Y7C9wYLwo zb`qsX;$V&h7PCHYqaD!)UeINC6`F;2NhfC^^K1dx({9F4qCxnXgTIw^y_DrXi*y7?F-}MJz2TR!f z(2bDqH`N~i9hxm5)8TP&blL-w#GaeN(q48q;ps*hDPV#GFkuf+Rd&!!)M4sjXM$N+ zRIX@)H7N+frwS9@7>cPePEh66;H#V7#pK>9#>%2oMrUJKk=KmBoSh(M{{UdN%@* zV`!L1Bs4ZScGv1fZkt3vl{Ly z67D*UW7w`(=?q?WmN)=Oq_gJ$=UVAor}viP_t1Q(hgRdR?oEtw2RB~eY-7H)QU9Ul z(e(+r;ox>+8`wggZ-Y1tw=T(XgS#4NN7W`357*)RqM{PZ>eNHaKjPK=oJ~Z>^SHq# z?R;d=h5DJki1N`+tfV?Hl{z>Hl~*nISD)b(t*pe_PQ?y+>gtNh&P3REaC6|&07Fu- z@M+PDZ89?jv$CM<*$9Xtl$Hl{-3Vb#$oY0g#ww?j{xk}L+KLCyUd()ryV=`W^4nO@EXRMk*U_UKSkZnY<)ilRhA811eL>JR>Y&zh#1qV(h$w0+FYD=Yl$yuwZZF|_7fUt!Tf=6V1spz* zvuhCp5(MGt`TE6pwwBCB)%XOto7L8^sIUk&%u+Kfs>zY3%{|E7E7H9t;d4dbLv*64 z;CLse#WtS13&yG~!jeAxNoArhIOua_*PXQHS^u=Zzv#u;dF9%sK|`p&2j;b(iZQb)MeoKalO1Yo&L$7x2IpmeRql+o;$PQgpfh!u(!6mcDyU#yGJ6d-HQ&V%-lz z!50$QeReYEO_)Bt^}l|wVcz#Pe}2mR_HBlJ(xijt`smvc8?lRV@8`3|Z|341hq$<0 z|LiYAvhUNN8lcR5$^weV>k_Ytwb~kwimYs1f{4y3M3q_eQr{aKhRTqzk}1WlK9d_~ z#iIyl_h5aPJ&~>!Bb2wlwbG;}Q=_YPSrm$>-ueUI`AarP-)(B3%YDs-)G{W!Q*Qnf zgZ)pv`RLTt=T{SRZ}Ye2mn+3VA0f@_cy%|;3X>U!HO?cy+Dfr$Of86Z>s>{fU4xycNT6Z$^3xWFD}qXRJ<=1 zQK)JE*rS6!TIup|M2kKVU{aQa6k-?|;Hr?}0q|*@8a3KhZe?Q>5Y+EN_HxSYhHUYE zlDD@j z6l%nAyA5TCL0@;Lew3z{Bo0NlSYkzcM+p+HHl)_{Fa(f6uA$-L#b z4!)|*Xkq6xRB)3UY+w9uyjr{Y_7nt-o_lsmP~~kCV?Gpmd!SLo0GR3_e9~m0Hnc@Q zq!uYN&ToFQ#P7H}Z3{g8;&56<#xIaJG0Cr(%Ixj|`0dmUqy&;kK6dqn*40kz2;cO3etpRT`DFQzsTI4 z?C*WiNjA2*#xE8{yI$2;DDvFn9w+wR?i_51FvhKs3MMAy~} z-Br9$QBSFt=_ z_t@J)VzI}R$w2gk@jJYue>q@(pNTokn)mpc7a2$b*&~6DL-BO8tfpoZZr>%NjT$6^ z<#q=-WTdf19p7>){VqKzfnpULoM`Jf-LGSpZHng+(ZFJ8m}6Hx1E>7WPA9m6N7p1B z1&R?HrUp8*9-l0ek_#dJ7Ppqm+}|=b1tljXqBKR{s5`)kEXz;x;w8T` zhL;`>&-g|oK}}PVm6-ykf+9V|E9i>y^9YTN+G4*j8zCb{DUZjadV?$2ufM!$tYrNY{R zuKPi|IK}5DihNWA>Ko8tfB%E#@X7T@>p3lE5{!s$Dxa^MqQo(yg+{y1X4x+pct8&i zkIOIO6ga5(QRH=_0#0p(`ThKSrMg&EA1QSa)p+VOCabhPg~rxT7&#W-2YfFsQ5dhI zD%qweHKV5aj+0cYETTVt=l}lo%-4;{#&mRu^yv}r=#$S>e{SZ>nU8m?zKd%O^UgM_ z-S*EiGo?DIJMdI+-@+-lukiPu%FVj%)k_86%acFrTjguloI68#8R>mAc~5MY3+Bva zQYG1s?GGzYVWEA!oes*cY?wNE0HbERo%jP{kV#Ydm)n8lMa{Ohe%W-BJ7?Y z1hknF`=jnV(24!>$2?B2hFIti3u%{~aRQlt9U}c=efwM?jmZcAc54Pj$Eb{Tw(=@_ zXG1(Atk-Rru4Pj4?7oF(^ZvV~p4Jy4rUxIr)*%jCa}IafrU$m*887=Am*qIG zTUh3HF#(u1SGz5fa}f9HG~%A1TsZo>9QjS~gO^)+ggkqM79@o1{McIP<>L~I-d(rs z3g)!Sv7OJWbRI|@7fXl&>I}BZzQ0L$3JO+}lh3g!9&AEfK9%RC9)2k4lb=z8s#Mo& z^T9j5O8S=OD0o66wR2{HqL>!V159EVlg97TH+Lak|GH~~wy!-rinfWd{)NB?a&z~A z!@mnXnsT;5U0MooA{O_&Ma~4f7DIyIuprboFC+c`jR#x?JS=&7nX+}h6ZdZ+uZQde z@PtOn^rA#9l>N#36+iR#CBip!SIih8-&%*Wk&H``Pb5vG}Ubu$+wPJ8PdJ`B5;6 z_UAGHcyqW&Et~JG%@@Sq^I;a2&Xp?@@F?#FF<_w4+p)_KAv3rcB^~NfB=loc`@Kt6 zpjD>(8gVN$LhCRjOeTPCWw-NHkRzVe>Tn3Wu7;KTAvTK+BdXz&S1G(Eqkosq-v+AkUhIcjx@ctg{S4$l?>wKT#XY9{SY9_3+#1TlP_3p+4ItbZ@SnYu5(_u@)7)4!exJ zUVj$NF^Xg-!TKf(bF{-D7l~0EOzQZz(Jk=wF?;I6^gzEB_pfW;Y>li%1hQDiZw5U1 zL~T_l_H^f_=zV_G5wH`WMW?!^!FZrcNVZQxsaI01OH#J0z`lm`!a4DhwV|E#sS`GO z;|D8YV_n=lr_U0_ajnQKpd~BNpY83=zyxeeg0^Gto4A%pYNop2x z7a?Kt>oCJXP%-sW>4kBtuFfC5EjgrRi%U}_BV>#T?7?OD9S-Y@)vd;h?+X(9J1R;W z_9VU5$6S0kTi%m@KaIdglnz%od7b#N<5MWfd?O^7AQ=>yn)k|aU3>AL-w_Hw2eW)2 zii6^6{?)Ya;vz?J2_8@|n#Y<@icAjYNLBw!al8e`&V!j*{M$OR-Pb_sm*9;Euzkr5 zgS`tiW}JN>Yh=2oJH_=x>`sK~Bpb?~Ua*OL^YBZXn(l6}5RUb_sF8;5IuoTDpP+iv zEjH{YdVTY|Bq6w6Q7z^BkSjpShD)l5x=NPWE;sAfB?w^i2g5~3cC(563N0-)iFMxh zxrBrU&GAg17SlJEkfy+V(GIumiTQmB=po_WFH^8)N$C?2T{$_uE63~J-qUMiqW>ed z=?Oe&^yp{_%6blQJ0ClWp9nAT56U-_(t?j)V$H;0=`v^4^i8e5J?h*Qusw28IKGM< zwC(J52f0F8FHr6po;q8vclFjGkgcpW?M8#i#VC{8WQ`mcymB_D?0?f}7TT@(;bf8J z(K9-r$4aY=WWlC!Ay< zQX6*jZt6!MYq%jrm`oS)vpbW#aQ<-sgIEGJ^B&|fM6-m(Ug287``)72-dT&5Z9}_K zD&nrs{8S4_|A*`jH@Rrp+-fSo2v^^oym}6C#c6ZrWX8TGXWkNYSr9UMuq;81x}*E9eb4U>x^R0}eQq{$ z>0R%sVFl5@h`|q11lg}m&jZ`BL(hM0JdB`3OU;VSn>^R{6bAA%Zde52*m5%JnnT06A$z;Z3;KOmgsNts3x)`Wr#wb&1`Kpw5s zf8D}369?>jZhEAOquiU}%m-Sw6iL<>XsXsm&?4vFOI{phIy-iFVxGA0TSOUfpw{|< zz88uf2bIV$BmD!@7f$p!9vxfi3Qvr45ygqK&}EJu!|I;pnx6FhG&%bd?dGTMny1E^ zx6GOYi~%XE1|Qk#P41_ll0Ws3&OvDw8IuIEF~;ym3i^g0@~qtNJ!D1%5gRN@nFuW} z;7P^Qe$#Iy*Oiwx8+FHqvCSA%VSvK}60x7&Vx8$DpOO927_UE95 zC8jL2BL&&;0$PCnYs>zYXk@mNz1p`!WH=67E8?t*Rl9k+#I(?Q3=3mH`LT}~!+31e zg+TgK*$gu{K3-a5rhy?kYi@dbvyjp(;7rO?HaA}Q*rrvR=JZ-7{Lnx?i;a-v(;=&sj z!n^fPyy>X8Coe`T$v6amA~}wDMJJJJAAFHA z9qOTXsL;N_`%Q^Gzhtbe8dqInJg>uOwN1v5j-%}w+424AF0)};l%-F0sDpFYV%Is< z4FF5{^(s%98lD^L+kl?B8ut%x20RA}wD-nTCn|P(m#%e0-5xfZ#~V`YovE#r_ah%d zGO_7>QpoPRO?&oQ#MaF#n0;T>MlzFK4bIHFntwNaTYqc(_2VFc>cMgBJb_x}X-e)S z*VO2FUv9b2H#@a2r0f2pgI8t8b#`WFo9~Gego{fF93XRauNj--BTE;O8i0_>k3h%E zU`wOYs=I!$)TY^DzU0QqS{1`Iwyv!$!rTrbItAdu3xyIMMh-a3V_DLG>uNU}A_@=0y`~=-n>22jHZJz;_IW7sE!NLXm3KNKd+lLs;e%UTRi6ogan~^kfvJdmoncpaAmB*2FHRZ(w{H6zFH$ zC&Oc}g+rP;IKmTbDd~CFB$h%_X0x)gn(7{K#lACLzd`#jwNuU{R7sY zk|Eh7t--eIZPddVF>~szPot zvcQCyWOl`e{x_~KVrNdG6$WVg*c_L;#Cz>$$(s-9BHgEXMSwX`{o~~TlBN5n55m() ztfSJ9p8NOXVhHoz2+fpmCGzHZHJv?{r^m!{irbW;H+Me@+7#n^pgk8YcV}EzF$Qi| zhF2JQ4(pGfoG!^;(-yM_^s@&RvpK4aeZ)uEzhpMq3Y2{zWPCx_xuPE`jwnBhaR6ve zl}(ldR9Q$>VR$>~1KSsqyg!6e6YNG~ECHon_m~@JGhWnRAumr`GQ&fS5$cXXX__RWX$GOXxV44&XI!${42a5OGqiNIf88UK&9+A9rtK~zJ zWTHf&gxc~%A8mMy$c7P|8qsK?LU!eA)$w@Zkbt6ythuh0i+p4EYR&&fRyCAUTtm(& zi$oNv?7l5>y0v(;Z)^o_3To|>us7YA1)Id1ti_vj%^3M{89&vn`f<^7jB3BqCIS#< z+cK4g73PWXZL^{pph}yiPLqp^KnEv2*a1(A%RqcY<}tbOKCxk4nw2*RQ%xNb{>YEd zGo!}IpBw`>Zs6gOQ~c z+9pGTtaW;Vt;wXv1o%rclmXm5Ka^BZSRimL(2Z;i9t=ynq~Q8hc?~|kD=qJLY7+<* zq}+VCrNyDYr|>ukOG`tF)h(_S!g9kK-PxsENrjyGjudID<-hzJ?85_I>&F>YSaUbH?bokZ6an~Z^|3TDMMs`U=>p=KYcy6r zrh4(Kn4B;?llhvoqy{Sf?2wS{6P4|v-QE1&x}n>;tkOYPG|48bQIQDN|H(&6gHkX`m61GC`=NXn zsMCLmJA{Q>&n^jCx^mD=X=owS;aiMF(rb6zXK^S7Je8^`PCpdYtn}y1QgHMH3$<(# zZ-&2$^oazqK1Z@gT79rddV&kK?nF*X$!5K?Kb!84){_D4D|wZswtHoRKdtLKQdI^G z2}D+p6&BN26L`kjn?ImLz6NP6z5q*aRHTv}~h zRV>df`hbi1=G76B{Q9*@tF9YU>*hg~#|8igE@e@_I|92?SaDo_GrR$wB{F<6KE;{~ zSD|OWwab?Qhcq#@_d?}Z>w4v}tR)wD_FdeoW}+iqG{D@{#JdE3B22QFa5h2rw!W`t zo5=oV#zt5BMTWg#9i1+8Z9RC|5X<@v{!b3t^Jlz;X@Rmb8zTK1LaXlc{GZS<9n~a= zv2)69Ov|Rg!2IACtr>Lerk_8z9UM0;e-SyY`igpw*mzVH>}9yst8JT?p7m6ow+jzT z@eE6fPi+Z|u|s}SFW;u0C}v^L3lWwt@cwg`q=)D!4vbrsqy1SdR7HIg zH~Mh#<5^Se-%Efwg47+FSa4sSZ;II4uWj+*z`Nf;GjI8C(!&26Z*9Bxj{~%ZLkBp% zXK?(aILM(IG-z=%1^8|gdK5WmSxE3+K1$G|cgyRYoWh-4`OkwW^9Jm_3mF2s-}$xg zzMbxl7B;~!`m4KN{cW8-Z=F6DRi^&tpzQ~D|FLTr(VG1XTZGM%9~=PJ=#9Ykk5wz* zX6i8wba~VH+|#smiG@B$$g25eB)4WHHHD-;Fi7~27Fmdhc<_|j69ztAKj&~Ywn?gT zed=cqCbt=+%c9S)%met4tleLfmGyC^a2OZ@cu^=48^&9Fqa`o&CHePfn%v3WQS z(M^d=arE5e1I!xGipT0>UAWk9Ds)`zw(2$GFGm! z9T15wp!9y!%8AYy64 zIkwULogL@ExO@fxjh@`jj&{-$Qw-nM4sNK0=F&e55?nv;{QN032Vt(ajeDsmI}Xi* zUiJmY`5#H;+rp=Nq2dQN-Ivkh@oh)fUWe`{|NJ8^xXU^sh4e{xcX>0gaz2}f^9ai#+m>5^8Sh0O6Gq^D1HFyMX;N$UCU;M+T36vn6$ z+S4|!Q|WbwX_Fuu%mZ!ju_4L9a{Y^x`p>Gg<|P*YtUoz%^LL^SCOwTkGD|v)`y21M z$B`zp=*&to0yUT1H77Z#i_Hd7NuMf%^jY^mrMpiQXJ@_lhNSAV7UodWQ2a?JhH{oI zQ@*rT|4t}NHs^SaU?kr*`!}Wv*^9Uxw}=5szxi-T{9H(% zR0`&tN`o;Uw^BND@x!DWaAk;x&fXx@ZELD4UNe^vJmCPd1m@kr5O z=FfA}c~z{Rrl^5NhhN1$CWq&|zoOC~{ir^JZHjAfhlX+SqtH=ap*}XH248QTf5!Is z98`w;N4ls^_VUcHE$?G3YCC1yS|WDoX|Y&7{+N{}m3cdfU^U0~>zA9+ zmOWX8ECW(X{s<4$g`!(bX5IQ+Bo3o)P|mPFm(OBZJO6}v#RK8}R*<4f|1?;7Su+2= zzT<*>!3XJZ3+T9AS^&zXa}~VF7Q8W?^UTe1kdPRY5FOhPQr;F-m?l~*(R7bTD7wv0 zwIk5RwrbUwuS{pUfr*e_4-YWO2?tRa_orj=5%w5}MENQiN?9PSgyp7rEte9Iq8 zg;57m)guu$(g#gGOapEVgU>1k9;!>9Rde?)z9jYSeVkq*7QO4;^7(z%zt>0pWBO@+ zo~wAdFU|bTyHMO=cbbX5<>!0=udocd`t`tZtB9I2i}g>EG&Dp;%RLMBr03|&ZyEG_ z2@0_p>@g$})+@)WXm`F)d%7s5(MsZX!`UAp<(7Iw(qj~?n&N3Q{f)vj(bgL3VISvV z=o1NKTX+yhl`yJfT3f3DU9>$qZj4j!cnoKkC>={)^y$s2_-E|z`m!)p*X$$YbY4Po zEO>MxL|)$x=w)dLFRd~II<6q$&6l!Cp`ukV`(uu8SUGAe3pg(=xpKc3Izm^rb0ivI zg{vTC(!m(|8G1wtXW7$X$)UD}g}01Y%n+IExI<8wEgP2f?K6gR%{rbpj+*92BT{BD zO1oksBZz@ZEwTr26^#wq78HKCU35ByW{o&tgo!8ljZ88)>$S4#tGUmC>Ft?$)r8sb z2H-4WzZ2JT9*Fk97WvE}|G1_$6^?om7>oRR6j5(3Mal0F*iQXq$w`6k+v7rj@|QYe zwEy8kj!vG)yUUa_ed5gf;pO$|{$kYX(tK#OTPzC}F*6?rlO8G+oM#-CEal*pgd9ll z%aL>N!C1w{vFMHke@JLVa&GLj z;Lzn85O8fKfcL9MsBP^20=N9g{|xU(d0c>~wjrV|R&t($I3IE^?-5R<>5T&ecLQ zn(@Q%bFjrOmp%gp&f}n&kHyl?b^F&h zmAsF#J4(zUXPPJ>1vGc6_tg`YO#tnMy~nmq$oAfK*Vh2t(wTsO7%gGT(S3710-W%{ z{?D+1DX1X@Z$1S?INBTv5Byn)D;NE= zH1<@^ior$~B+LyZr2uv)kU4KIQ=A=4{x)69R9mdMy;98^n+_EJ`a5S1mhL6*&S5(K z&bGc4o%ZPTz7R-Hc2ZAvW^Y*L9g;UMRhcdOKB4&3xJm!GsfN0LNYX6>yF)j-Gf8S+;Q`^DmV1vhAP1I z-)~g8GD#B2Yek2n?c$O=m@~BipjTNRQb_;1uqHx0WV}9_FxyHo_T`@ELEv3m#cm`W zM)Y1jw;fenCNfVGvmH?wej_{11b2cR#lQxDjy~K=(CTAMhD=ry>t6lW-b$W13lS15F9Rbd>fST59x<^`=OpcRXB{?2!lBL7ieFIi?qtGXCk=RH z-i^r0YK%9rWm|32lHogCtSOBX?&Jn?Vq3_h1m07AL5KW$Vu|a|rA0gSO?5%RKbo7$ zxgA}~hUo>h>QDh2QZf(E7Kh_X8*6JpX%^m;*281omX-=8+2Eu^SNn13V(E-tHB{d< zyY|`G^mTYL=VH-k34$)t*=b{X%VZ7COiHYE{c%I8#ImsH!Yjz+RMo3v7=WETZ|N7X z>mx)?mJ+AV0>^@#Z#S526`54#s>1tTFeDb%5#Zo#cj_$8yBnhE@t3 zjAdu*Bl!c8Srvg}M7IReonmDqh2ILzC(}B@N{)}K70hhNg#i(b$?p{2%fC{T1R~@2 zaW8!>uKQx*ak6-H!bN)C3+jFf?sx>3pUds_+)uSo8#9{&n73)v1Nnr2h+zG{UoJLa z!>#vVdQ!Ygq$&J!$UD9HBex97#2uM!C0ILGAhm3PmM{f65`ttN?#H<=AxaFQLPGZm zfj~)5qL`umK3%fEzCE?80CI$*vRnK@Qth_NJbI@OKi9}cJC&n33%jdiwg6lg<=;PF zV63)%JLN@hlbthQ+u0_(9%tOh0#5-SmCBGO*{n1msfM+`(kH&O*>;=oPJ6NJ%}eje zOvimSa4;C0yKw#feEI3ose@Xw;k8ClGQe`~sfx%ppxyrd114)su0z*9gZtaQ8^hYO zihthCOi}G`iz()u%+G)4w%PqXZ;KLox}T$n(>cIyW4nDXewPg`3B<1f{YSArvn-tA z(;o@3j5Iuz1HO8d$(G&1Clyfjq zcllxo_X{@IOfFA-)&5Y*_EZdXC|PhKfvi%=v4{0UFj{G~&a}FOUTGT}7AsJs5~9A! zT}9U}fR)ey#l?=$QvOMI8;l^ue~hTm?RbuL(X2dsxZt@i0B(AuEi1*;7d+~kIqaMc zDr$3PO#?*>RXOA=x=VBlPUcjI1nBzwm_63vdp8FX2<+>o^*Y=yV?FPM6aJ-004u4G zzfm>)0Fm9o$#QYqXfG99VR%*(kkd=O>B$Cw%ho%>*Il0AOrBv z;BXZ+pzn)}?Kl}|LQv}qY4S#E#o?VpnyI$yvAB)%x}D=TvM05m7X?CRf-HD6cq??j z7F?PJLh()uPO&^@4n|D?gdKo(Rsa5YC%1hB5b!bBjAFJg&yJ0B5}+(A9zw8`gNb0e zHHSaP;&TjS`E7ApkJ752pzEL5PH_W1*v~0<-Zq-`xJ$oHtdJ6klJjW9l70Ay?#3jb zIWej0ew{imeyeJ^H{%aX^d?&ugI2u@eLR>Rkw3?J@V%Y1M^-oZX(I<8K{#>)f$n;U zAei~U)TF2{Fm>t7!E`{Hy-^{b<;?yqWWr(CU`7kc$z47l75wBzCEgoGHyAIKp_KM8 znBjN(55XlNaOvRs8)EQh8j`;#o1A$Q53cP^_RQ}w6^nKv2QR!kvvUE&OdwO2y7jYr zKSY>9_3Y9gEF;A<%^kJ>0z=E55U8Z~eM1YB&~#m;K1^_<5i-7 zYh*?F?A7E~Y=^Z;{&%lgt>@P?poBZK_)cDBw+CHVYjSu(_iE2I;m+l@*Ts|9K|HZ& zt3uK{x;P3KyJ@tT>7#A zF5x%e@RTcKiMf)Bl%alYR&SGUB`EK zYk=_m$wrc9t;x3Pzven4=UxdqQG{1dO6nU>zt@N$0!%;Vb%DY zxu-k3@jlr^PJi;7MRHF8<&hD!d=YA;W`W9!0A&6WNEBowoB(`=0)A0| zwHP2_lm%nV7QBS){ESD=ZPEmEkMKN=I(F8Ic)W;3COs z97QK5KW41L39OD!g&$Sm36K^uWGSD>94n;eA|x*j#;Ow;BzHVGW%RCpb!O8q=8UtLA_*g?B%xiuBC z&qvPY19lg<=vhaG&1~~?yFXCvd%7*$t~0(_PA58h_MBUi;)2Pd98SLZJdXDgEF55D zT`{V!hhh6-qe==t4i`CGNZ!q-;P(Anz;~@NyE}$X1hzbnaRoO0z9uG09xdSk5p}LKR}1Fw)&;L*NOETyc!Kv4|hifqiS8In|3)?CLfN;D?jBq!|J4rPBWI;m#O1})6)Lu%0%BLlv4msz|75)^NW(Qc?EB>~bz2?ha z=pMinm}{G@A&*7BsgdV$)t`u1%6^EQ$@UzJZ1mxIr}CA7+y!Amg;0=6PvR_YRFBKrs=tqD>5P9#8+cr$u6cm5^Xz^4zh?eCTZ)#chsh#u?HF+DI7_*%7iF-W6QZLi zuh*jBm!DgG)Q7JFOHJnLY#E?&Lr?R$c!6W!io#C*w+%7!mY*Z=!~FT#$a>HqM-;8i zO)dh~WRgN1U*yQd~Tb_&v08;d}^U$V(_e8jPS z6zwzW`Moq$kw}+H%u3tL+W72VAyq5uG+LpYmAMNp2(a9*}RN%;K$I>I0~|6iYT=LUIR z*ogK0O}g#4(#^BD*pc0ae?C-kUx^Zxh1_2ge(3aUv*;8nCDDD1Ciwq{%Rt&4rLf4M zqIUXdnM-^AcO%v=x)jNiDQ+D46a*t`)-uQ+xJ^$eyZ(^1Ta;b!=z(Up&FFh>E^nfQ zMiO3=1OGxU>AB)5zBc$D=t`{T9j@NNMy)g)^4z7B#BM|!0dVI$0tUwY89Hq5Lhs`4 zTdVuZK!Y!oq_~Oa)%GG)7J!qHr_A|_6D3wYg`KPOO|JS@37CHx67T@pEirSM&@&+Q zxV91{q!`~P>9<>R$#GO1`z(t>!f~$+2`{4(ihQ6*AJ^D^&Ss z+GO-x+RD9tvV!J?c(t85FG8N@M9r!pV~)v4nqjPScvV=K9Pz*^Z7dATPt^EV5lIEH zP`wao5v8h6Fv(E{AA=JsG1KSJ88N?Wi9_|_We_>fu+TEaQwVz@tZ(uV;O|oZn{fYs z;ns(|u==ZC#H#2F&OuBZ5tw+sw;ykccA}c`!Z`H$-iGQ1C)dj}uf7Qfu-+C**>!pv z3Ri+>&(h3KOiF%*<@FHWNg;Q}^f0CA`G<`o4j}CmT){H4l4|YzlULA&iEhTzt5R-_MZ7JRx-&&E>_<4K8p3n*SNxKM*BIg;EB>^h|X||PxxWu zMTg0%FrmB3O(&pJ_`PKueWk-US?L5V`?f@gCd3$W#_J~Nh>CF@RE}L3zi{r0m zsp3NXfOfwFHRLGh{ah}QY{;LeA&Q&F04sW^|KD|gzbF}zBE`2I-}kAVkH?nUo{yL5 zT)zF-$e}?kX3Rn6#WOdtItjS4P%3l-mho>O6^dZYXQhs!7N;y_&N(gCIc3%XdTeJp z7`^Yt`c17J>Z8?|P7_C~l*x@}z$#-akJJba#@*CNFSDSUY?t%Og-O}M3u>us6xZ~_ zMWUCzDF!Buix-Zg+wi^bXE4b4<~A$o*n+^rP#;$PwxeFS&$>@VP%2h8|B5Dw1(BNL zG%Zi5+4(}n2R`h_(mK=?(dT{mnuEagBH;7-yb!hX@qXSwpzHi3oapUgKvt4>+V~M{ zR~9Q$4G)3*dKx%~*rbz3qtIg@KlNB?!~B~Vh~(2KK&0m|D<~x#G<1)JqF|DSzBmZV ze)793TNwpuNirLLg^~o@x)lf9Z8Q})HXMi$G^v&7PSzpKyLY(%&ed(vX6Z;samcAE zhyR!ehLsteCxnEBH{{+$3r*DONjy_&YBj57+zQZ{aYCpmHn3i3c#f#`Le_iCKMI+7hWP-_U$e2Ngn^?9szYm;LYt*;_G}p&T(d<( z_fDCbZZob02V2`Z|KRH!SC^mp@i?R?_jZTFeE^h(1(*LJ z(%0a>T6dmT!T@rK6B5+8*+{ght=L#0ed`LFX23FsV6Vgfch!KpzXs=G8=NV8MdkP# zK2z{4T`dtLum2Bo#}&bW+oG1w+@bY5W^LeAOH8s|=CEIQ(G;as-#x$Xgs9|9pa5Uh z<^_pEc%*vSB{<^S3~B4dvXM%0ysHe?Zg$2oCI|v(x=M!MG+vry7po!-;IvVjq1?*E zS(LGD-zVM5yxr(x`)>P-I-d4q8YyDwZyjE)I*|OwG}^51N^W03_M(M*K8B>gH2CL* zIQnx(NcBToiTsonF`pfc|7V!cdmTXh;Mu7VJ^*nhCs{oP{{;)&?{eo24(AWV{2aM? zj{JfrH{27%9hY1kW4cXGprfi+@RJ6IG=e#5H}FfEtA!^`44e}EPr*My(M?gGb3|*# z<>V(oEVcEX=bl7~a32ttp9i{@s@wh^JLU@`Rc4h1g-}vHEoPg~O|9U?Zaxti41QoT z3s2C~bnbg)2R4-t6$aR!h1F4cmy~Q*&?8$6*x5<`??LtdCsq#xd%y$TpI;=_j>Ey= z7E+p1h+P!7O~%N9Z>&z{d69Thko}yXRXfyA-ckOl+KJ_qniReFyYsajc_M$iw_{oI z@VtLlug{}_*l>@63mto7H9=-E=lRSo#OC|_{oA)V;BGwgK32)gfknB7n8dt0C5vHH zt2I=XTOuQD{$UzTnF*g(wmYdwhWNS`CJXy_tChG?A5drS+Rfc%*Ua6cAeZZXQzY<8 zF86b5@);B!-_7au*p(^kkGb=vs@JBk+^nvVTwJ|bRXNShaj2DbYq&1R^{K5p6?N8% z0OdfG(;ocuiaS}>g0t_>r_5^Tm>aM>!_6Av+fZK{H!~qHhWb2+n;9Fbj&1e9IVEdRPE+fk210mr{vpC8#r#W{p%NtvroBj@LA>Myx@a*C9RE7-r%OZ+c&hvH?-cmxZE$ehEq%> z)!cd$>DO&_wO2{W)N+Y!9nZ{ql9koAZH*#uv9`Xc=%i8z$XTM5#o2dHR>!fSnjNNe z7qBef{3s`@l2t8$VX45jTrFYw>~38Xn`LLSQC9mFUF}9Gx&^JwX6T)k+YVu53;E*& zo&)MnRZ~-SNZDC#j$88emR?POHZq0q;FC0v|{kzSbk#JY}a=?aI?7xM>FG?y+>bdo}cSlp|g&KegEhG zVqw@gL|O9Uy5}d16>IpkQVx3mRrKUAX3+CI@-rl73?W<;CyarfesB!LJC+IT0o=9p z0N$sz2G`z1>DR`;qkI!tyaI8fXCutY$R)8XaZ9Z(&=Xpx$GS$nW|deKCoj(5#OW+d zZa~^k(Rax8{=jgqOxmq7j??2EpwBb=j>uj7r-s#N#SWswHBNHR`P?QSkq`7!Yvg<9 z9qTj??rUemYg8ww!umQb#^+Ld8IfAB{fcQuu|2)D`ajhN=qi)1hySwAu55OIx)NJ|(b7X~F-SE-0)aU6BqXFL)BiXjtaGo+ zGDYx(zQjCDlKV~6?eGU_mx@NvgiLxj(wBA$7~{3bq%kuj z`>ZwvWl4-7bLvp@CCzI(QZduB4%OKnps;xis`qtYMoUfp)h*g!{7INZg@;U_i5L}S zq%=QWxpOZ+UXwYca`9k17|o7n)cSROq!9}UFRn7N-Zta7s>pdytvIVJZwO+m74rR8 zOq}O`(p@;S?Q@I`ssdc+-4P24Z`}<%0%Uc1o^Fn(c2>PxvR6BhawT|W(lV0~kj>X# zm$hD&*CgFN%_#lkv!&+t6V*E?%ovsHRXhiHJO)@iwu&upvLt;E=K|dL4GHfo+w9Fc zq;yeHbHltrq++kX`?e${OY+j}2zd+6UVe$Ljn_^R*{%LCH~1CXd|bL_KKEOK(>gIW zFv`@ZFv-;-z?*Sxtu=!$dDZn7-^ujlW$u=ng(QdZFQ#_j{&r>`0#5F4mhzdZ=*vmu zVEe&CH&G&1K$xLEHIXBXaziHzW@iT=4Jns0e5QZwR+3=k9inIB!kJ6~u8Q**qIXx= zuw~=KsiWr#I~en`^k?_rFxfv%ZUSV=SN_68M}E9G2~p+SQuLtxDlKM$uaZIHI8Luh zn5cgEdoQ5!dQ&wM8axyLbx~3R@0tA;nL@~zy5udildsb`(#Y(P*k7Eu?Jg43Fc^fK z&cx2)U>tO^>%UvUFbKwT?x8&$sAD7>Ewl``AoB}*HS(}R2+Rk#ZaWb2E{&vp&2v37 zUQD7;7|!QwWTV8%BfvlUf9_-dc}V@Xc!Y$pdY$8>0Q06I+OI^8vVhp;*_< zKl;NnA@fy9Y8Vxl2i4=sH>l-3a(Ywh#4DcFnb_RktI=iy13b-C*!<;Yd{VmHcmNZH z_ix37TBvTOA9agKCwDYOoPoi#J)t)5*cFhH(E0Sxc=R6omO_WGm%E)Z?r#iyo2&Jxl)nuS) zk{f<9`QF`U2?N+^s-&sdy98#4ggXnTpJ;F}V{&VgknHJoGYq{hh;ljq5H8;8@iLc-<#ybV+uvw48%8x=O07a0UC6K_G@s-hA{c<&~Zae;J~iN-6Akv>I(13j>y9JhOa7^ir#91Ji@ z`Ev)V9);UGuH!{P^n8H%3~i7H(kV`d_fd1byRPx7QK=b%5S&Hkr7n|LOsS}oYE;I= z%#LMQIloj)*VM9dOuKwi$*G+MPT6V8YG^v-y`?j^Vpv=;Ute$5#&^E|UU|P{^>T`2 zH{`8yA!&9Z!&;%<(x(YjFsK*xcvZ0xYj0zmQcX9i+A_4CY;LhzTB+jTun*yN|6->T za7bVyi-pTusb^E8XI7zSWhDcr-C%q1{5UNtD~mPTiEFuLTWBhh%VVfRB|gQrRMpUI z+8;v}k!ImA)4*9>#|bdEQ4F`_LE}IyIO@B%jmUy%tOm9?)OjT2#xg1hPELv+E=mpMOGMeS%QB%j-83;= z!yiuK`u*tEzR}Z?^0__t!lMb2a(VD!Hv7I=KR&j;OW1L_f*R&XkhJX@$xXBrp~!`g z;swdL0D6~`2j2ppLS%{82A?l(6nJq%f68_`xLvT~N3J&8fUQpMT&|owXz?S3raC4G zzW9r0?gL-SlC#V(UNVVJgga~#$o5pk0kJBRw_|Zhk<&@IR3{VAo7NC5GNZCY_MrhT zI=w&i_(h#>&mRdoOvBt*YnJaO)&nQ>Xw`4JTu`_L;DhyDrWZ8uh^@(`(ZU7 z<->1mF8=a!fawx&Is)o?+!wq0a9;D7c{8ng|1&cfUZlrp*R#Wm{^bbrH#{%~9CxD0x(_FX`_z9%1VBYsNvo2XfLS9Y83{$hPy zZaP=_Rr)5xUA7lOHoHXZz&qr{)a3%-mZvZ&t*g04&lGtguUuK}y)@M}iUSnsa#`OE zhVBbBmA5pbS}X1^F|XAoes>9qQ_c!{q0iw7b4>sGww7xM^hT(c^Dh4GBiqeb0cNb! zR-8nRKGx!xD05`B{c?@6tT2%?4hq$ui_`?6Xp);^J+?AkZ#La5yuDaGN`j<4Bv0AG zC89NZE^MKZ6lRa1kx^#%8+Y6+iUh@M!DCJ2To9YUk-Tgr@^wpOk(jKmNRS*TI>su< zx-Yi810x0b3W2_XNcq^{sE8bIl{ON|Ro)ndJ}k zsnl55Oc5V>ceULc*HqLe?_(2=03tO2qyD%v=_7iRV*nCj@oMBvaPjEjmEW&+!Eo9fu&&lONA<2u&U`ao9-9dC!)$=n{d}@-k89a{CT#FQK4D*ojZi z$tCo-QYenl2XMIW0P7(zMW;JH{VA={N4^;()&7;pc>g0KQJ!jIRVU4)U`Wivxe zf~!GE-G~d$Ma*pFrUwt`MW+$QS4qEf6`g*CUl01qSzzn~E#I0F70LJJ^6-&)+UxqA z*0z5TT+$gE?Z3t0IW*LBg46yFkHP&>Pu!C_A&+fe>JlNr3+BmJDSOM_TyZOW{`Fp$W3c6rw`-1icJS+uBrH{E$VnSoEc}Vt}Q}b zs?{t@#kiHrIJD~JvVt5d4vo#GPz-Hpu+ASymQxTLUy+*d<&p8L8MKDOTwTDk(60-8 zik%9ZDB(`&p=sLSU9zj$R@NK)<~!%MGoc#o8#(RR)v6ntj@J3^NWCFe6K(AEQGc-- zdKUz@L7h$po_N6v?2OR|9BVaCPd!dgG23BGjyl)fqJf{SFW{6$WFpeQcqBwi^%ot% zCN6)=8t)C&$C8sro0nbe-u0G;p&oWjAyn1QlJ=*R%Tp#KE`x^U_c`5HQl&ecq6-XE zzJUp?tD;)h*%cmM^?t(2+(x98(Yb)`*X*D4ej~_;WsJBh7P#@yx^u^(#vl1TS4TEr z82+OaK78N?I+H1SsBq4b0=+j0jWPl@$l#=HKzGmZ6(>3pu=!pgLP{S)5$B+Q0pX|yv*t$bQK!I0k=#%obzzsR}Zr!me;aL?61*_w}A$*|DA$Kc4CbDkJ= zdzsTfc{3WjQM}~&SVL9sbe*{qY6E#N3EuZD2%UD;Z8;DIsR0xZ3xU3;mZ zsn1j=#hlmmjZ_jF8FqMGw;hOv(Qr|sonGm!^O4sr=(~I@CU%(Xz6MiKLCF8@g+@^@ z`fG}Y6_P7T@YiJ64-yBYGyFDe)Z;{BNFX^jiz{S!XfkXxIVv?ZQ07JR`zSP^p0AZ> zKglSqKA@g>$>X`vb+LCqt}7$*NO>X0IZ9{kM0t+C0wuj@`$v`Agmz8?XKfY{EUZ{s zV2B287eR*OIC6?3>i*nuiXF@O;_J-9|a9k8hI zW*2p(`|)qG?B!W&R>1`y{U4$v=6LBcDT;F!+LxhZ2O+PUAs_qBkKnV~x9e3VqSdF- zr1seO`9~pb;6eBH#1+(=Z12zdIG^!#|1^(7hUszxm_|9doilai%_!LT&h0|W`%ygp z2JM!rafZtKaaz4y=h~9snDfjqKpJ|!8O4_vBX1&BuO%KQJlt)I1Ji6P8`l(%7(Je} zdfD~vWb1A8@1WKaP)Z4?D8os$zx_8})ttgF`9Fd{dLG}B9B9=A^{I2?%X1wYs^HPt z%t`wM5lPAh%~i`~67#8++}I*Mmo+)Y+2h7c?5#C$*bPZ<@M;(1=n>h1g{fEJ4u&|C z2wA2e`2;>T-%ZjBeH+%#-(@>zkFB{1(2uRU3UG4mZ0Q5wKSi7uKo4`#)6N%#kl7(j zY$Bv@1z*C9ad;fC5G4O3YR=~-_Vi+t1Qm>WBr@Ixxk}IZOFILw55Xjv6av9e{TIAz zxHtWt8N%za#soO#fdJfwEVO6@PJAO5 zaP;-?Q1BOXYD;NzT8PrE!w_L==ys!Q>_C3_eWzZ*^noLHSboNyl?(EB?fI$#KLW(R z`v$4>hPvmrG0<1bLX!QTl;L$db%Q zc#&1%4i+KFjg#!ti}s<=@`MBtqNzBseE;t8Cuuq%D0CuIPy~^&5Uv<$$F?8SsSHv_EP5?FLSN)Dm=ABy6ipcLR$!_6VEmQAsxonL#*{ zJdnRYf%ossS7qe@?A5lB#rB2uHmMy|!>Sn;uER_n#3r}QurN8h2Uz(fZ+VHVX6LSE z=iqw5k;MclKU*>=Z()~$0!|g3E@gvkql$@Ub_bSa`}wq5&L#VKHG3tEDmK-Uv+4*xQC_T2gt zv@Ddr-Uo>c!Rt+5DIs~lx1Uj24XG^tVs(;a!f>_`=f92c;^@ERg{bw8Q{k130w!sh zj}cV5rfKm@bg)YEuqgo&yvu)|{>?Hu>Dj(MMfCvO@0;FXXXPc!Y_rH;;ZCeFOn656 z{q2l%QCd$E(8&K`yG3QaBc!dvz13h-0_bTx%SrQBVe?es^48%}FCk=HLfv7#shwUl zn@1ILbGkqUeg4}967RU|C;NQfzjZl$oR1I-z4n$PUwOsQmlllJ5g@FFLUfEeU>MdB zWK<~6qLy=)VosXSuKOXss`j!5@})piP?A8vA~-sZbKDg-TyU`+^eoTb1#=1-Ws{x* zahN3ol9f#vp;5k&w^S9HiJXz3Ai>E6Ly+${5Fp{aO7oc$49bZ`uLz0}TN4e-cNvw^ zoTq&2rLe|E}TqrH^Udk1;3)k5`PvYz_og(sz&UUp>Q?M$On(D0{FbW`s4cjBa zH8KoCx=$$S7XZvMTp{rcmbt|swPs2|r5W{eVh0}hA@lt{A9T$Lhzr(!@;fV9;XdTJ zh6*F?>6V({*;iI^5)j}LbVsg8Z}o0zb>K50v+e1+Fd#eq_VMwU z3-TcHUY~bC%A#RI)m;MR!G<%U=y}O5xHt#aJ-Oss<;zemJ?W!$%rMi`s zKxFa;!rObPs`eDjIN;u7Jn7%n?eIov!EOaPj~xH7bmW^&wJ-LkDfiS`O))3pt34H{ zI3!eejvHSM=jbYR6VoWlaWOuGSrTqD$}+-CK8Ou4{-!Fg#o?kJ+gtK|qbaH5Qm!^2 z#(A_%IEHpGgWgux)xvzr*l4e%jqSG8cG>^CK(Gi`XREhlJ1}4)&`VFe7r+0F6cRZ! z;)?g7f9EjrCjub}(84}_;6U6F$*tcV8zvrU?83Cm%@>te@VS-#3%-E?o zCbbPB3sUsfvqegT;r@kqLJk7CnHEK3*;x0PMCXP-4h1}cSpApNhgJavi{7&bA69H9^FI3;!Go3NnN6 z_mUZ$o_jW8*e1&0o};HO3X|0Wctzz(kSjxnV9k>>G-YPMp%Al3H2r&d^_8eFx_}LG zU{Bhk*%DUF^LhuHrv!HHf8nURJ*G`e)^B6nvQvl7#M6bcI<7wk$99ki-^@O@4UjHl_STM_8- z5!19My?trn4f=Gxp3vxU=bzYmj{Y}LdmZ1&>wa5Z&elUL@UeVdze26h#pZN7b)(Xg z*?rCTZz*1_Wkoi6g=T!YoQ})7f{otpnMwvicqjNi$MvQ*G-a{1oT*}uf_?xI#ks(C z`-cI^mR5reI$5kHEBE6?{gg!Y-rZvxG?~8R=&mVoAu~ksLrkQp^j?ryTBjbnVmqf( zzXI&SXoFNXvoYQfg{z$Ch#9+XU%#2Ft|Yapt(=U61Yt%QIZ2UW5{j86f|YYWBkQhlDckJ; zKZTO6@%x!7CEfQSy2ey|xmcc;)7bS2+>mgc697Z78TJNmiB-uhF3Y2$F_Rw*ly>h0`Ka2-YKPY z`?8HMjaaL^&01MN`YGJu^`*2h*WVl~zw%)lZ5zO+**u64W_j5*Aqj@<7FzkT zN_|F9u0wdfh4M(m253Cr;bX^IJt->0Wj;~wL;CS4so3c|CG{@LGLH~UD&KNUSF z$6sXoe^_9ClMvOUhzMozM`Q6s|NH89S@JV+*I%3-3p_FrrGxqm$;P%afu_6Xwf^sC zD~P5#+5hX1PT=c5_UMuJ=DwEH z!~fp9e&o-u`E1t9zuzSHCn01~XAL?;7Wu0V{a!JOQ?l6~(J`Ka-CVK2AN>UsXgnxW z|LV}1;yOxt7L~She*hGuXChzCl=H1gE#p1qxhaO_g8ke|Wq*|v?aN^~T+8qUkr2a4 zK`o>ASoK;QKb~|z@#ZN`AmhOKE-NqgI?3lCSn)b-z=I=qbIAyD`sLpRkrxUrAI9-J zZ(&QzhDobjBP(=J0y#gAsdEeagn2d^w{Sq$YYj2F

Umv_PVjSKM{1!%B* z6YTpxK!Qc^uzou4!PjKQLXwI!%xDzg7Kw{N7bgiwhNFxyT#c33s~;Ze1RbiYuVJr+&)&SUQwaP}zeePd%I6P%qjIXJ4a@Ra4_%a5oyTo$zZV)QAPN5x??2a8g)7Qa@i!<;s8 z7H->fieO>bHuZA$BCP4c@4NTwQ}4R)0rWL`&-ws@zV#>QBSG9)WY51?9WnVfOv0daBBKNB)-*=c#s>>(i5(D0&=&MTO$=Q+!lC@tK*(&GK8F z?RG(i2aR!a+wZLKsb$hm72!Lqi;L88oqQQae}13K78U9p0)eN>K)?+0IiML7UFx-w zXLu+$37)N~?-=gW1C5h#KX6f%*!(AdXiCliLR7A~Z6=(pFALB65AHjQbLs!^CThf|aQn6W7JH^6bKgVT$hSy+szr_s72=^ai)5Dr`GU4US z8V#YfP{QWYI+v3##b3nERs<{@#~CUQ-LghF>7xPzLf> zrdrjCM)6tY0vL^~Kn{DcH4)1zVARp;9^Onavtwjlv^c9+wzBsxqI(rL=pNVX(l==S zW$>6;V+{5LPHA>27$n;l+Cpi6WkAl3^u=%LRiI<$ zvIrp5a<`7_B1g5H0WP$VRx#P;J}Vtz`5a-fCM{>eD7#!V`dX}TW~ABJYnnOCINm+- z@)-2q^GDgv1UWUjqm@`Em+<8%ub$djA>a8RyFvx^^TN~5%q`lqP6D^d{I5{p0KviS zLY=q3 zz)0dlVE*5^IMA4G{eayIt@P>ZrQ0#%$k<$Dn*}Ffaj&F^! zT1&06lm(?b1h%#KhgumftJ6`~BU+bS&YhJtQd>LRv;1tzPIUbj)(X-Pp^z9{n2j_6&S)D_<4OyLs0%i~i;*A?q&QIGj9l#k|qAZ!fSO3ZesQ zz4p^|ByWyAiCD|UL9~4Ponpq1>8#VzW+0yTzu@d^X&$>X-FMpU(DXHnJmStr^Och$ z9njm`uVI%K#GOn258S)W(y3CxTHe;?k5$^o2Y&G}L}4<_B%=g^P*ahX>FO(|%1nE^ zbg79Z#51G;E@nfref2#Q9#{ls@hI)E9CAL>CI^KrzcF4%ip%dXg!9lS3?T{75YXuL z20PK&KFUxM1ANwp1Q0%o?dJ9`iwtFv;X2+*E-gE=XA7X#2Y|>%MvTjz_TvVir2*b? z(IJ=QJP3_!xN0xM3uocZ_iL1f{?)g%UX}F3Oq?~bYLgnr3iOvCpn{nOrTluAx2^WBNjG7xptbxSA2(R9_XBN{18%I=C@BVr0L$I z@IyH&;mchB+XtO*-US)W8_Y}J?zKuzr?{w!eQNcFI?YOz`9V2!p{2;xW1j?8P+F!R;yp~m* zl_dc*$3A{d^NPdHddJbVN}1_VFNzh1;kIkd!_f>^S6C^r*(`ju<4x3K3Pmd7lO-DZ z!$BS|u~%oAtDXzh%I7ZW&bcmU-?3%}9VlKp0nu^p z&Z=V0vKHgr`@8-$1w3oTtyvQ#nTvDq)a8-Nsh%q$MTRVEjWg&7_kY4_Ci#^Vg)?53 zM0S*mGD`Foz^^eFt0zaSQJAuSJ&7grE=*Wvma4>_Jq@{sCGFB0w8Uc03O!dx4=3Ag zl=W0ah^M_MnDEAJ5Nx(B)8W~y#UWIZL;6u7#qP4l+ZUqDYLkS(AXBbJ4&_FhEn>rU zVpKT>b}X4?k3jh7?I&gJoS{7NM_CG^MqBO~pOncU$A`IWNu^uT?mR0d4EQ}cTa@V&gdYsLxu`K@Qy&%kuJ z9^X*^{f7ebT4W+WH!ycPFtVM&3;LKW7K+XHvN+vzcpljSzwuhW;E$&JqU3yGGFL35 znE$!ASsX9Hr7kPGTt2~NT?v#!hB+)@cp27BXva1pa(&3ViBAtvU2F}+UYNxg-sa|R z`TT24EN4ZU~lBRo1hU>G!<2cFUsomx&%jQ1Jp>dVNdts<2?mo{0 zyqUY^2ege;=XTiLcYU$T&vly}=7(1Tt!u$m6Lv6MfcaGeoa{S#JBj7Ei?A?VyCo{G z6J9m5uo6}=t%hHE-Q%kXg*87_u>5Nn6<1Vi(se(9&A!FuEGwJ3hF}jzGuDYUr}g+s z))}jO6E5tp8Z%ApuX0m5=eZk8sW!35nagPmVeRyQDRaFgSeFY)yCE6Cfj8g)7Vu0f zKSsSAhJ5%ETO?SyVQMwWwrpxSu8v>9rI`(!l*hksvWb1bH(FPyEBs%okun?t4u!bUMKNLD+(-2Qj5_0QC7AmxGC40*8`%U%agW&ZEu!}KG2 zkzH4C+6gfq63|`L4u5kJnep@pW!yqRGAuiL@8J9MtH;x8^qW`*q}Z$OIXx5ChWy5P zNh#k+wyqvbUOihz1ydM|C@Br*7g2pElnE!UAl`G>p-s@c>VJlD4<%mgH)wP@Nh9NW zoHk3W_?ej*f9mOv7Y*kldh}>1@&Zd5oc`H>or@s)0Cnp`g=6#fRC3n?X8FY}?kSr5 z->C}o4vIipig$*Fz{9ngC|pS}Of0vlCLq$WWZ>Ukd&ph-#@zK}IMSq-yVCu8XLZB9 z{5M!7Hf85e^Je&Lpx+77?K@kro%v`02Xe`!ae<_l6zLH4a>732Aya z9B?X3H|w`bXdhXB@#FZ9+jb#^w9X1MGwo+My@sp^F~{&P{U}=S=n}cNWn%kF%+|=7qRS7M!fOZJCw`O-*@rKkOaE`g@;0@}ZjZw-)ig^91yausY7I zx(qM+_l@^hUTz(H(;K?jlXhA@QC{HZ<+R@Y%^OuLq#*%N)V{mdU9084#mkR7TVN*K z^{!0{(+=wzhUjtXl~U(M`SNbjf%=it41((_O_Sewd$2vZ3gNJM*nDpE@J4_U$aIc9tziw~~)_)r-`VtceAV^wJ6@xuu-!DnTwSfM3JQo9fc@Nmi}7 zHPh50fJ4v2sN|#a>4%^r%-9LthovIUXUt(@F@Z9&vx zgI*(qNg@i0SSTFl>60K?-g4!TzKQg#$YR0liHE=^<@WcH1nz+oDaqy}BEcfx&;Rhc zyZ(`;YXf@SSFcI`&wrU8NDveW{YNC9lz=42k{vVVPh6Q8%hmj32Qq>aJ zSV3m&MAA*9JI8fPY)9E+)05s`5B8k5G}th4^yvZO+(; zT;P?|e$M%FIln$S@0cugE%`oZq>ax{uP z`npy!u8YO_RA6puNyXsZ>iF2^ZLd~Q*Vke9?KP+}KccoaVe?Jb7ZBR$SzN)dr{5r{ z-YKJz-G&pxx@?}AeS6W^wH&9%`AE7W?zOp!&E-0Dujho=X5bz!m-7Rx%kbJ)&L%O! zp5`lJ+0aGGkQVO8p^sY&MF?kyko}no8@X4<{dH2DVec*>K(36m0h(UEw;zWc8!prc zia41?Nm)u*yzf9xSDdscCZPm1bsp*uim0TN#6@e2w8A|>GW7@O~cfGffY&)Kel#0z7)R1K+Ey55_tEjJSik6;fULL!=VG`%C5>|xodm7Ka~-5*-J4N=*7 zg;jWlzAYb}Zk(kI(SiFTZg&;URz7XZG|j5EY^_J-IQ5_vHjcbcrF|d?SmKo(fHk@B24AR% zl@#;rsOA^f{$x|FZsD}Z#^=h$n|EEZ>3ys=JaU)SNsE>7X3-hJifBSC!qVDsHXK%f zvta69i>-5CFVi8c%7yQm1y^5#3)E$>#3wxJq6lJqGqMmDM*p#eDE~D)_=Npu&XO##H`xmwQvw?c3u^-p z?9)8+e*>o&9A-OogRh4&ftnO}$l;?P5Wqfu!JdnDs=?~rw#PZ9oS;DF70=@MAX)WS z&Qu-k;FcS$-vmL6ag-M8NH@cNiu`=d!*c#fCC?C@kSLSjte+jz!Mwt0lYkv|)M=bU zr}lkEH8KC=jf-qt(YtY#pwv&kqQ5z5^@>(6j5aUzlVLeR9vd0mD8Td z0p(|n@fhYF2-xl~vure{I$qRg9z0I4^=;Pg#NVfj315l#3H(F+-vvbMBte-TsxgH6 z3_}H`r1S0_MaYS6ya(*zodb*&9yB-^dcq{Pzs00a*~Iajt>2cNP=Dk}b{;C{dktFP zk{T+H7NhViag!nYuz&e{yAC}{CA6^5qkboUl7x1BGS0SoP$j@QEV>*04C@x0rz5$xKFD)7z)qBq7M;M|D z5q$a1P4jg?bdxp28b{D7R?2aS#|?>Sn^3967bEP@>8w*RH2Wo}1VUA+Z)pkLB-g-G ze<|zW8%Icj5kXexUe;WL!VhnUw}lw)c`j-9$E?+!zG<1osu-{@>AX+j7C(LhXz044Cf0qO6GAqmp z-|j=hiG2QcbEPr-81wRLC{fz+H>qljX!x)ie!<57c+;HniEjp6ujb`5@_a0ldrQW3 zpC!ckXs!VI7d;kxN1?;w3WW1lMsM)jGTJt3!Bra?`-?Gi6N>S9{t@*yW4c@UO5}9E zuRt`oC{DSubEjPHKCz!nK3BL~%SI(<-UQT{?yS>J9=f{}3iT%7_=Uk_Y2Dq{(X{F^ z*&>RlE?IixTI0l@QC%Q?ks#z;il1m**ndD>bAhp4bJ9FK7+X!!8+&e7&o2HsdzlD% z57k}5KYNqD*eWdsgWi{IeJZg|zO}a4T7b~$^bME*S-(EN0r%wR{=$W1rH`=rj}pfx z@7_JhuC(3ZZmzjr+R|F^MzZA&X3Kw{Hgh_<9c-n70q75r+dSj*&c!M8&l0(F;vKxr zNRhsX<`lF63y*QHzk9%*ru-IhX}miBq?|^9i_POkwi^kC=ZVo`1IQF#LIQ5cY*2KJ62nk!#yb z*t%@q0Dob`)MJe_9$U>^Dtn@v*RuPZE;U9We9FEhfU_3~?|~{;vR2)4pS4N6YX8R6 zwj@IV!_MJ)jGNIf6eu{OpD776j3z&S7I{(SviXzDvn@*82IO0<+c4Ux@55=;dEiNg-sfHEoGQsJa=;{?X7wlKih67JJ)RSQf6@wd1*ls-+e>}XJPBS zO@CQe$j2xI$Udf*dGHSlCPl4}O21V;alQppH%zowITBjCe2`>^t$fbSDnQwW1^@i_ znib5Jd*z6g2hTbX?>HP-Y;5)^;daHN{#@JQ?AMU`IWD;^8!~y6mP|Y{C=}H7 z0?+v|w}yynoSZjE#n0mMFaOB+6UODCAX9cHHxA$^c=@k*kQ%#2Fiie~i1Xkibg*=p zHJ|#hyD{aFpYce-cw2UG6WfDsXO-43Hs#aBxsPrz$Uv!bXT93T19*;X+*cXX-jdO> zU9i+WWyL#f{gkognzQ08y6mIB=_R@9F0<~Y&VxpG!NYVFul#7R{O9Wr39e+6npBa= z#E2}+1Y=QJa@bP*_6b0Y#6rXdq-Ih2<9~0IdQQEX-dm;iV_C!xmr}FmK^*- zY+G*BHrJkJGrpUepzPHS^%In0%Qfo9!eMz{&!ivlt?~P4_oI^KNh%_cRzjv8_hI_+ z!c;zz{CyyDz6NnO4ww|Tu&F~Fp{*FXp@4udgvRAhV(S~P^VwYVfT2I&^Cu0JqMA4& zTj(1Hak5+fx0YN?PU3V>Ub1_>3bJmJNA7z238u))VsXi>iT3vhK68&QIk%pDKDjLB-j?MS1T9W$$@;`=8|PpUAua zq#3-R8aS;Pz6eaGs)u5eIU(IuoOYGz#2f4z_?Dh%Ag5t@DdOfVd%X(srvoYSSQrCKlo0Q`w=i2c} zE^?L&pJvBivMpV;pqI?co*cb?U4mnzR77PX>k;tD9ITB~#aM%+A9cIssF_H+wvzMYQgO1ucW4W(bWH2k zf&4c%x-Zek zGP#RoVq86c;Ra_sfz^E&7cb zJ-yu_U$^ezz51=K(aPhm{qR>meCDZdeQT+uJPfP+5Euy}2N7S;WAU2ze1Om)$2r8) zc3!WY(+bc^jKl<=cIm*Q3RrkS3m4YlJo0sic-qG4b_;t9ggjpVr%G(17FVuXDcPz! zk@)O=^y%7r_YNYkGXmQYK;)2M?4l97Xw;=xvnz=<*}6lHcgWYw%y!LsmTBXLc;+N` z?1YUs=rb@~+8wu^6>&)2Dw1<=)gf7MNatLV8JBp%&h9j=-$?)MGmn4sn~!|^fh!;W zOt@C3+#EJg2RUOolv`&vD^AQMz1sKDGZV+2u6yMlQ@(#cz4@4QIzcd*C|OA3kDjD= z{F`_>PQO*Hr`BmVZmZU-h12OfogZvAzOjAl)xp?*%6#cQF(w|;;Ou(@kUs&idqCcR zb8prrTLL5)iv$Bmmt1>`g7E}u{VR;NUvD(LJa^-Jy$RoHyLkU}{7W;v8LiU(+Ql(E9gvLWzS}cNnJ|TvW8303AXfNx=zB-%h*Oa&nV}c6oN0s8K4#c zYAL9ZfttM|cLsi$J43~p=F5F&U+rwPne;ZZ0o7+9nm%*cK*(uB^_km=po`Buezcp; z_hoaV4?(;h$mMj{ZJ-4-fq=;lfCin>YBoCn0J7P=wrKk7KN0>w;7EcYFcR?j-7de| z?FTK8(PXhZJm|Gv__9G#*TwVLwp_rv+d}oa#C}*G^n;;*EfjEs&>MP!K`4mc zv+wXe1CjmE{(fZtVE^m>dq;^9B}$YiQU0b0q93&nMEs6@#Ck8_^#uZc*yjWG0(xfH z$PMWkh;+?G9{^WM_j+UYy3cd#-X>)~PfUB3nD%{Q#`g*7PvbMczYzEE^u_OB;vT`o zJ-QhG1m@~vv#}3it~`W^e|S0l8BFq1YneYFT>tT6;uFg$PpzhXe=Xzrt+HRO<-9;F ze4SGKI_~<)dW%710mzelTiXXoZy^qO~sttSO- z=lQLt#a%I~u~fxK;$Ht1N!LYb_XSDkS>SRsYX@mCNL6Fb@u2lhRmB4z9X|dRdDYD>hTJSgZ z^Vdz-T*G{hcKW({Doa0?3$B%cD}|cL4DD39YAVApe_b^auNb_d8ck6Q#3}n@l>?VG z<0;bK%fi;vvYv~A=1&C8$HeVtr0u7K%^!enlI~OD zj!zYR=amC7vhMS;uCt1sQ;P0S6kW$V0G?abQPRP9TSFgfO?U1&;<09m{CPj=$cY|F8>)hpJeIO}qfWhu_Ke8sX556s6{ms9LJO%53jfjzJiuM^O; zBDU9MbvXcw4g9*#>?l#9+y_BWFc?I)>p&11uMUU5($@HwyN7L!kw`cg4EPXqNe|?4 zIc$JQEz^h@dkmt8vLGPOaMnk+=Q}qin|Eg0X_!vNQV(;nduOhNI&+7PX{Te_sZ$NB zy`@WC1uMP9%Uy*tjoG6$Nkf%a2g+mGaz3hx`Q?@0KKi?7zwz3`--vnrq4kzCxR$eP zZRf=JdLE{f*zzf{`JLT?bCRVzIibnGnpW=)?GbJ($&CVRfu35q)Ae@U2lt)%@qMMo z|7o)L`?!X87b|}?Rq&J1>rX5c{X{UHswKC{W^-3de?htZTg6(gfp$l?+p1@F89Ds` ze*_SXIaLIYiQ@$%2q1w>d>9mY0lsZ-&7wkyPeZvW!D=wZuqqLyG~ia#6nCoNWBhgNOs|@h23Xm_k-Jw%K1y|jt`4}^X=L6 zZ>|-5zv0-w?5(xj`}goZ;*7vH*eq~Jme9>&;!%fe(JEWFN!L(4CttO4diBI?6FJws zRb*i{+T|;di3{mjZY{&D*>x#5tunk#wrZ2EIHYTK!7Q-bqr%p;UVZ2HPd)hhbKli6 z`@_~)EPLRXc>1z( zIY%;+%o|PQkEZiR(sp_-Y_}h$)W1EM^z2;b)7h_mL%N;~Yu7D;MSwSA6^^^4lPW@i zh0|k|qV5b7VI0y$1)&62_T!bZAB<)`(i#7qk*voia-SHz{>aGnr&b&OO*oe%#b)#8 zQ#msU%<)*p=y}@E8OHe8-O=-mnL^3Nkdlej@+ev%RfjG|@g;omWqk2vTv6;=QS53_%yPj+ zY{5lr;l-tb3+S=%;$l%OrXY5yFb-RixKf#dtI5FEXA^GcknR+a+sddtHQR%?X`?N> z6J4yiVdml(dv%6O!15_L$u?O^KkRiBaJ3SlK`t|^6rfgRHR=x~8tAZETsAA(=;%U| zXz-yyJ4|aLL7zY13j`3K6|`7Ei`(h)qALUgUMS#05E$~JYSIIFJ<%@5C{d#PUm_F? zMZ%$QC=d?$LP0nb@C5vJKLWsz&ShhJT_OZlM-GCah(8qe1%gl@;Pm+bx0~y6F(4;3 z;Fb7cX#ke_A)!{hqU0|tg+#AM8}vKE0Vone_9K3`QDIXtO`>(Tg9Ce20lzI2@`fXU z$U$WP;IsXMzkJ<~L6j&_qC|-j^mQFZXaje{*c%5si5PuxF>dRC{flQC+&|@ zO=c-4GgOo5>WNIvM22oA9at(dVDeF^G!bvcWLa_LUiQd=ZZoJ@4XFtGMs^tBM-IhV z1Q15dya&*j@q`nT=ZTK zd%{i|bnXsWsa+1{h?6;H*=V=z_Bp8C0Im|iRRP#?!$Of6R|~FH>t?ST=CVxKeEoc` zel|xpbKSgBW?n7T&Sa{_Q#4Z%A!Jy(sQFC+;{c z={U`AI3{TMMAC6q)Ovz*>m6?W+rp*~r5&eaUFY|DE{NMt@NT^;Zu?l;c}m)SR@QY^ z(0oGPb3xu4BWXLW=sw49{D61+9Z~CXQS+y=_EWO<)2jYhbZJ`aN2-xn{bZt~>y)DR zyuA0ktn;|E{lmS^k0tFN%ewz0ZTU#n_K~vhyrS={yzi8(^Q3w-&b)X{H80q{~4yF=E`_ zH!~wf+Gh@7#7LKSpH=p}>%!%FwrU_+otskV#HHES(;e%XE<%n2pKV=mV0)wJ+y@m>Qv+QR3mM+d1I^|*I&Nc zTe8wyj80GST=TWzoAHC?mpXD!RK@-}{>{hU{Qfszee{8s|L5ObdgEc{MDoT!9Cav} zHCtU_blV8XMvNO4_8lX&1lTUs z6R&BBxjIsrZllJy(`?+R!PUM;xb+9Sa1sGUhy~Sfkbwo8xrl`yv&q=O*n25 zVIU2DXQtuoZ(jZ5t3UbqGmri2%RhMb+xLytUI@D-e#DBdCqwM}A#WJAdO?}j$aTq< zz};JxodO5DE(lN$TrxyQ4FC*}Vj0mA?4oIq-f3m_+W12NDQ_Q+Iam2N}hpQWZbDT@6_34 ziw-T_ZQ!`|T$i5X(z0xFDk#ERganI}Xp@m0iY-vF;TEm7#lH3CQ;#VKcLKl^v^V2c z%(^uc6Bn!5notosCG*wdu{2)K8QExzVBoZJK2?ED;}4!x%*3g%*^-3};Y@~PE?+cT zz@N;acb{J?etqELV@p{tF6X|S{FD3GXe-KE|$`F^gu+ z!WpX!quFko&;P}6_ESUGpBl^m@z{+Qrb}L1sD5+x*1N>kkJ(cxd$^)KT!~~Qk3XNp z8o$6EKgSwB#~weoGZ4dCsMy<{P_yw`9@^Zfm$D3d9HX3PQV71VX5zyOlB0cRphgbp z6o6K4(J8D3l~t#<7*K2WW$x_%>(1<;$$qHMoL0bX13eBa?6Sj<3xOeY-x-4VyvSFZ z8$B+U!(p{r0KjYn0Hf0m+AK!9&1?nDRtxZTzjOSp<3j>4gz7Mt)8X+rJsuYf!&e7i-N%+$E)uPKQ1+lo| zOXP}pa>Z3jWjv`eo>cMqk$9-Uh-GoOqF7wfrR9QHY{8|af=i3}G1wci%Y~O#i!ZO0 zT*9N)ERI}pl~j3^Toq5QiYHZmewk2qnNWU(P<{nhc6q(z(rR(+YH&tVGAV+t=V6kNs>URf%>vRoR!QkJw_p0Zq-x>}QgyPbo-bA!}gzS(nY zd$5^4*~Oe2Vl7T^S7!P6B_3s6v`vyRsB$htCF1L(5`$vTtWg1nNi?h3=&%4zyT#?O zdYlf(?e=;g81f!%L-T*p>#_J2)ZNt!BEg1@R<>} zJmhzUf=~#Jqy;09@If?;79~oQC{dzB`M&}Tqdx+}HoMPmg4}Mz=MQ=vK|m2Qb3*_x zpxAQL2aT9Q)!=^{{3utinh1 z)Uc5q0R;O1e;*X?qwY))wunMTPC!o&>KJIk&cyZW89@U(h+gIgj4c0Q1}&(eg|s^X z-EPpx3Yu6!9UT%ad-?M&`iP4@=;6(HxYHi)l$ST}WDMJP`@Q@bH+#&<7;x?my4m9{ z*0^JL*u@;S)BD}55eIG1y4B^N^*MHW9kf2%W~*(p8Qkmui47pG8dxbbVe-xEb!J?> zd9B)ryz`!Z7v+7IRD)NgT``jOQ=*m=qPCOD{)@7%Q~ZYaq-`hUUFW2oXT)tM zq@AZ!qj8F%%hJv>ioO`d&?R}_nZ2%0l;{!NfF^DKMBRTuIdDNW7^56GujoCiol4Np zrt2n?4AY5*nPgxg-7uYGnok3AGL+YZWYC#BR*Dz;Nfozz<%dMC^q@ryCR zy|sXx7*LV+P4o!B+6TD%HsN1ky>_vfQU0Q~|6}V)hI6ADrr+^wReHDUJ=9vyPQ7=h z!A&Z$VXr!t6YR@zjTw;w^i+Sd4&zo2c6 zk;4TGLBAgjok4EMX}6jUdbvo+-QL?-6;kH;_z5<)e|NrfcfOOh&_&1gGFAs@i(NZ& zt(%j#s8hGdqc?E_W%z;ewZ4+&?qY0r;bKSrTub&?T~cq+h1&`5WW4+IAAa=hS01_l zwMW1C^26Ww;D_JFx4*}lilGl&TCaZ_Q})7k_a~zH9Nt{MlG3kb&q&CvN>ZZ)Qy`g7 zl}w$Q&HrBBAMVS4_x{{>9%#DqkAv5~hj00aF`2a8cfrgV`wTG$9csUo?^LVO&O$jJ5Cl>isRn#hEV6t|x4HZsuknP$st zq`75F9`U3{I^p8?L84(3IZwWDSxu@mvxl706^~}it=mS-8&=VbRkDHr0@xz(S%fee zJ!2sN+iw#?dJ4$wunHzY!MsA+L$+ zcj+UDJ>rKB!v3HaL@aW|#C6GLO&d98Vv=8rIdBMlx{aWT>6FZPHAL6ml9|>5(%Y^4 zK`o(Zr{NWB{`Z#(f5Yrc>5F?)fgk+q{|ZE4YX|~7298~}>Xb~|MMDnxirYX3#S1p^ zv}11$WHp+%s{m%3dHa@$T5FZeIkmJyea3a^c`hB-rQ_P@U#Ph64DW$Z2FNG7w`ofk(_z``dxc7g)n7PSKcor%f^u zzgqCU*0c9zzI9*RZ@$CER#@cYM*f6DNieY{$8uhut^PH+_xSecCDwF`2zx_Ls@)@1 zE6Fu-e1&YiM7CBcTPu^}^2PHB%z%VI!q^_`7?BRliP`g&p@*YG?`6+*#a7^pvhz~0DwuS*L~e@9)F{F zJYER$9+fo0Uc}{ex?K*3C+LB`C>1;m52DATrxHev)|t5-E~m|A0|C%vFlp5~m0Tqi zDg+!EizcL!xx^LD`T}QpioGzzo$29Cv~!0W*!?xE?uy-xB6?fiZgV!ZF@5`XD)m+h zwJv$%W)i6)alQERO2OsTg3H9RE0pSl&6`OZHE`&!q}z4n8o6_g~GU{;y7$^+;VZ;N=f`maXhvp z9$S`#Elb8$rmWOv;%?^=nhH1DD`@?V%nyRy{qK2 zwPK-8CNV1Z%xZL>pw+CmgGPtN?6zCoPKU?sI$Veb9hRN?zFc_*L2kRwbo3M>%DuQ{jYm>|9o%%?q4JOpM}Dq$bKjs_Ju=mIOGilouPm|=(hy@ zK)?qC&?6XtEkVQ{3Bmi3U?dzm*uT4f@Rx%>--~>9@89p;gWN&{HU@(3{ews(;t2;F zA=t7X2z-Wq=?jP9V9}V zF6KK6mmgZV`pA6zWAky3&R=;Bu)ElW$zewUHV;%%PBm z5>}D+wWNJBa~~9hK|uuIh0MGNAlwH<5l|d7ae{hA$iNC2`9T9WWT1ckrHLCbv3(j; znFTbvK^-lirw8=Ae$BR5N`UzDj@@C~cCVAs=VXq#7$aW(yqh)Yp!GxC85eWRu{-G8 z?s4u6xVe)a_PCQi>}HO*n4>QCxPv+DWDYv%1J0dZE2Rm<-*jxY0Hix0xe+AP0n7QO zqd9XsYb3UhAyjy<5Z(pWqqgReP@*YF{*)!>cQB(p0kR97)Ad@#bB&@ z=(2YBigqGiJC$l!$Tciv80OPV)5+?wIMYHpFqf&HiZd>x85eVns6opFR&&iuS*FEw z{cNHUlLoHm18arm)dCBl#DXt&kjgD<1$I)2ol@=Es&{PNc5XD-$hEHRW|-Xz^TrXu zOhASSD)134Iix0q^_%+ub06RwSa^Sd^{{ZAd-Hdq`d?}KKeer9xhUnXjY==03E_0Z zj5{!+F~I8dZdEu5nND1eZ6(uAL2F87cNy_6eH z{B`qsiBmA|vm1Tk$i2TPwIYU`$AF!H%P5B|hOhfXj}ql?4zJJa^ZUc$un$2vOxphb z{!!@cu&oj0VEf@}B zuvZ6n=G(TWn>MF!lgDr3hbjoemAHZO)xMIY<`l{$hLH+?~vknk#MD#|uxqc;e^( z@XN=(@$w@N{Oa-hUwizUzkK-b@;`kTQ}z?||8&u>>9_?-s<_uUY3H|Pm_Og`J558%4QllsM2C$}kR-bOU!fRXNy%(;~- zkd^>4+l{maE3XIGu3Inv`9#5MQv4kqt*NW6aDNHqi$3)Lsp- zS%a&SFPCZ7t2Jw-y7fZUQjUB+Q?s0>UA}HuzQ$-h&h5LPoWCYt%+qb$wDH?q(r)8! zE5K;w4PC1I-2)#zdEayY@Qr`G?|}#IyRRtrO-MUp7S1>{n`Z7bx$~TgSgIsdO4rMT zD`irAjfUDG#@C8g%Y=&s!o@s3CQpFL6))$A<`U;_JUf~7o!J`?_oY8ITlq)!Y_W7} zSjk$|@-}rMno-6u$vGwk&#V$1E;~c#i^9e|baZ6 z?SS#C?hI{iv;wZf=o#d<L2N4SPL@(Ioh=)(;gf=uRj2u({D;w^=Np$qblHAc*!i z8Vv^2pBc1Y_xs1+7A_as&v?|(2*X|!2!SEQ2-s282_LPi^M4tGLZ3%30z;^>aoQbr zi`8m2g9g1pt6Uo&{!Tbu(>YYChsw63Jy~v;Aunx-JaB-lmi--#h^t`B@1A;SzJ!L z$K{0Fp2G~<=j#HG2KK^EyW{9e^jBd7M#~!y4W=`?1T9LGDF6T1zZ;4~LZMI~;75Xo zzAO^r9E5lWVPPbQ{u3JZntccu3On}q!x6s^aqWdecO&70a5#iU&jOI&XAk%+e#Gd9 zH9lB@cx66Bj36Qe7W!d<58)y(!w1uSFwF<=Al_}ny90Z6yl(2@?0VfSubTzC*z2Tf-0#)-U@+i!g~FkOLzQ;#-o235au5oAcK2>55(tL;fgpl*u1EZ#5EKeQ;cy@v z3Lf@J2EOh`G)j~xQKCeN^52Re?DzY8!B8jwp&cwCe<0v6`whG>An>Uu?(Htabe6c~ zBWA@Ll$@WeB|nKzdkUBG#A?zbOYsj9G9JSwJUAEg&uhs~E?#+fDgH5R^7qy=e?ZCq z8R7bmhHXakSpV;e*6?R?V zH654q#Ow_xiu?UY+~VvQAFX2q4*H*WbvGeIpSC|itZDf?DG9TLUhL& zzz>`G5#Ugk894zpEu>?FjNE{pjhZqYJ)~m<49tLb*RS3V8W?^Z-KV7m4NO>ub2F!4 z!IGUmzk%Idn-g7N;GL zSM*(wwtXt=Iinf6q#n8~@4Kj*NHWc(t4HG0!)Po{JsfYGPB$%FH(>Hj3t7gQMBP-p zdF6&-F3UI(rx}YiW3B<%LNg{8T+RpA@`05cU^N$5zhNO&J2r3Gh!qxGv6Wb6!IxU` zh33_K=hki4PNRLZ&be9d+H6AD0}yuv5ibT6c)x5ds33;58>lriZ0(z9`ylVGMR3<4 zJ+MiIoiY6Cmn4mE>c`Gn*U~*(^&VQYhu#kDHoB=5&_=0~aLrB1^N{mhqyjgw$g@%A zCg-@w*-qkh&qk?}lyAqSxXHOrVvduP>m+2m@Yn6@heIfGYK-zexQ7%r)a73#zK4Ed~5DPQ}%3q(s0T7l5;Pg`{jeLKKj55-@X6U#~yh7 z@dtkS`2DXu^mlJO`oJHa{>Hmc-#1bIz5-VxSg6=ruEXSh(0}GdM*mgGdWB-WL@;)0 zzT}zy^naeod$J|w+t=T^uPfzQ8NN!(=vPxa47DSw6JrJE|9#&b^q7NgGi2a6Us z)4ALAK0wd22-_^8NtGK*cQ776q zN_I^$mgy*WrjdXe3869D^i!L z(iSUIma5X1Z)OtebMf`L#Kre5>e0~8 zfH<61o5N!Lx?fpQqD1*mO)%g?`xwzmMqem|ZnQ+a{s0_`ghKma)qY61A5=wxVZYDk z^_uSe_1@isKkpxeBjMnF$QKSe{5~@RYyGgo=anK}kyv zH+}G?52pCwjl&}u@sbcP35IZ9XcdN*Vb2omUWQ#OuzSVpT=qCu-A~c$EmO5BhEU!O)-g|NYN@z4yQF-3tVL!I1y%XP@2uEOKx+bZ|GUl!)X4E}ym; z^t(erUoaR51;bzWV;m()lqgZ6MENhz-SB=W5b%aVa3q36B7smi0DJs^A`FVdCcb-j zP&bw)y#2?mf)}U-KV46IYBl-E_0;bXGoHnzKDmOK8G{gS(njrYP;T3a)!<42xRmGKY6vQpgR0e_d~x5jyKj?5 zKvBfZ3!6A$6K@|B9s|$}OLA%cr3F z6k87Fq>DM?W{g;=T~7L-gVyh2k2&e19?qnbIbz=(bhF0nTV3e-Gc;>9=s-Ig#}1F< zZr+TWGwq^{ICqC3-jtg?X4`7FkQ(h99oEfe3%SX-TxMRY0136`^%~P^jcKLKw3u&R zE&-OyOxQBhQh{MES38wySjg2a>|WnRVaG}So#VphkNHg>aBAL`w*N`magtmAM@ic$STrM^*7J%3rMogA@rNBz40M<(^#2Op9 z7Q`1@NM%-XrIl1+C0E)g^-gM&eY4iJ)8yJ|f|xz9VB9O52q^IZ6~(V4g|*uu-FC#Z zvv1xB8@3ND!hH+>u0y6@s@uNtBYMdX`L}*+p1fdN&2;a!!u&~u)eCRed1p#<+=zr9Qa(vda{#{;UMNYiFs~Hp_^La-mP`hZ@afDUBo;WDc^~^W?f9Q zViIku86cs^#+?pAFlaNwRuv5Fxy@qO>qHO_Vpe|L=Y5nYe-i)z0K;%76x!e4M-Ujz zmj#32aQG;3cK7bxgM))`IP5mx1kL zV0&3>0|L@G3){an)kv9c+?a0MKnok|7TXIjZFx%_=yAUF`s|&|sar`CRWS|mzrX(R zvq|qfa{3qF`QRsi|LZ5d@yf&Bc=gfyU-_SZ_nXJR`Sjo4m-*>0_tu*D*gINE-`b7i zg+IJ6{k!*defpefqg;ba#}q!*b>*A01!M-^3m@FnjId zWuKYjRBpmXj$4j%Dljf)9kcnx?YbxV-T!7JSDG1phTQ?DWW^$ycWHJYlK`}?Ebb|;0))g4zpK)}5Kr1x2r z4h7Y*M{uafz)qcc>!w3G0@9mkU2o53{}1lahfZFTT{3BxtvJ;br;6ZG5+F0(q1*Ks z1x`K7ZQyu}Jdd91)^l7MnoUk|sHupVqgbvY)V`JZ&a*`)e<#~0;V%~P7K@n+rS#cS z=5)b!UmUUaH`}*=%4mH_IPeGQ_%Zp+Y4y@&?Q*J-c*8`kvNGCj+#ZK;(#jnMcbkEY zO5J9qaktsX=+rYh^z<$rtqb6c*ck1@2~Uz5-j67I4NKYYKlhKnd*UH6uEMQfvhW6k zi+Mt9v1qwiyiy`qDimOgMc5J{wpfTQ7AzJD7Yjv;g`%Z=@p8TrSGd*s7UA|QgvK{0 zt;e`i$%KvzTSK`L^01nT)d|Q3@wQ3IG|M?(b~XYUF{qJPw6f3j87j`?R=v_5kl)9WeffJNsh3)Msuxi0U)91MzwgRG%TArg-95$=PY&IJ7dW}jg6)E^!35zD!+29e^4!apAxbuUYsczm_BWD0z zWVYL!w{t6V`&Rn)t<>%MG-_?yR&Da;?Udc-YmByhdTSn|C70fuLvPOAZO)-JU#H#4 z-f750b79q}{~}fciXqJsP&m!=!I)r^_d&>nH#sWD7Q1oby=j^ zY+_9&;btb`W;(t)gK#qwUzJX{nSr~Rfv?S4ugzS$nSra#!qsNs>$356*YI`Ot2Z-N zYciLs(y-MT%QrLE>#yO^>#rZ`vqIvXB654>R!`l|U;}-$oi*9V!HjTMriJT^BI1g8 z6EE2z?=iQPT$WnM*Gj~?J*iovuo$#flfed>9X5;0VLOVU9mdVz!`jBr4Vu@3Ry%r8 zo9R5XX^_tgyB$uK&29z2ulrRNB}$b4T=)FV7I{MRU?Qc5cEb4(4xqD_wF6sjePdmfyJZ) z3~GZ~cCa5j*oPxwC=_r6{piQzzV3%SN|Y#3qC|=EUzkuJh`O_Y4+#bQ`+;yE=(p(u zfH(~By@EyUREDtr-JQIj;?tfaW;{d8cy2BAY1EyiKfRpr2r2WK_0%VDY2PDc{)mwM z)3wy+@R>g%=f6n4@d~y4H_ZCCnf33p>W^_7KVjbbhhbP&VCEK!WuVvYC_O30bb)uDQWd>0s#UwFL&VigEIXUN?bIu7l zXAIIH4svdwb2q}wkkWdWR}IqIt#|KT-Ftg=y4{uWAN!lK{VjH_^8oJ_~&2!G?+h+?X2i9VdZ>=oAs1LE4Li`R$IuMo(!ScZn zuMrfsp~?|dF$(hAAVC|pIf87Ch4}4ZP94B31=b4!i&?O+`Hq9NYgyiNu=afNy`Xx} zzq#X4?s^q*w`|v^jM+somy{|sv-4wA}J2?z^^G%@2ge#|Dq)GLs9 z2$YWmIc;HHM_AO4$VXt=Xjs^f$%jE-p>UF#uz+Yv+OvF+Y7=H8R${*$)BbDpU*$Iw-C_q&dv3+A5Fj*-jm=`{Cjwtum} zHJk33NO4T2+NUy2J?}ZjFM1c#z4Ph5g)HxUws#>nuw3AsPxmetgjrRA_2M9{3}9D= zIAs9yW{_1H=2w8cI#}2l7B(WnHcZw_Yz|_oaY8pAH7rMr>w9kDu3Nh2k;Lshs^-iq z+4IS72lW30+cDjmu;6F>%*Vyop4qDZqigh7m|g%2n^18lB5p#2)r71A+w8#PZMdKY z<=29=0&qPCSWN+zFNfFCLaV9a^(4w@#wkWbWtgNI6;&YITL`}lVitxLFNNkWgjZ64 zwPb)*6jsl{K7AB{aQ1an%f&4!!k~b{Zpih&dwydafnq2WBhY9BkHjNnjQqHt(Z2Te z|4k(2sHU3Ec6WAmcXlb$SuDO2i{H6(hccag_~G8|+k1O^u~>{sEyht44ugQ-Yc<-m zQiGJP!pID&*mR_I`7a^`LBLC>(5`g@Vm!ee&!QD`r-pWd*Tz% zeD=T#-+w~CT%q4+x69|v>m3a*ezoY?hpv6=6FFaffOhQ{YbD>RJ$zu`>Jwwx-x$vL zYIpL}%9$LWa?~#B^C?FIo8vBNPuRGDyA@#z3$Y78-3-95;@x;*?!tGNc~5UPen&U_ zCnuxW%WrY-o=8@uV3F(ug zHV*2N;663(RT17z+_QvwCs1y{rKULLkDDSzwt{8ovdOPuQsHc zA^h4n?2Kcc9m2Om_@c0ta4ShWJG9vmQVm4h5_EebC~XhQ+XCWh7vq|nQ|6U6hb;`Z zj$z~t>zKV>#n@uWyW8T$y@&^LDq#yBG|*ui%fZN8$^U_<>30AHLHfQMx4tu<_xODN zmOhGyDx3@ysur!l~3o&X7c%?`I52v6e}(b$72wCO>&=Q z(`QrrY+C<)c1Gc|pxqR7ngT8p;I;(aRzGDuOZd(xc4iHF?guvB^PK_z%Fd|R#(S-2 z_t+T%1kg|rgF-k0C6XKe<~}3v1WLn50>cml426S%fY;;pcw9lhm+~>W+&-_%<8}lB z-jDlm@}E|h;Y7j^NMMmj0-TZeSSLwRU3CdMb1!7m=krnV zj25e5%cNFriG>;t)o7+%olz|gt7dvO$C~8*mGYhvd0U~ZAzN6J&aX}tRHX`PQu&md zj0#TVRbCa;rOMm#6m13amV8-rzO*S<+LSG6$`m(c2)v5d{3ZHQ+lM|flD!1Y? zyX+FDoC0SQHKXPVwOMhQQ%-r%I2D(KwaMJdtDN%7ys9K#O%ksrnOl{_txD$ArSlsy zxwYxM+BAOREAy+;c$KOAs#JbeI=?cNS49oCI+b0O%C1ghSEaM6(&=SM^s;1nY05@P z@7FrGS{oJHmY;h zt8!>Hd9>OBM#FVx%S}#u1+S}CIM^Z@?UYURE9OQvm#0+gb6V!Aj>pi8c}AJovPs#{ zTxNsEYVkSk0gpT6_kqCx6bi#2bkA;fKgE&!R}UI>7YLysgat!bFogJnC)+SD_O-8l z?Q38E@f0P=cqFn*dDgoTZp*r0S067_?U-XOOlEbfD3!?0`=mX4sx zaacAS7Iq`b@q3Q5a3Zr2lno=)?R{ZU4Z6whm{p#YBI|gHYbMLHSm2yX_b%qzr!rl$8Q#Sl`%JoPE_-`4$vkjo zd*r-r^s=e%jBWUmx}M5cH20p;wj7aHzHDqirfWL7S@(vq=d7XQU3LAN%Bokln%|aJ z{aI1x7v$mm&mY&mF&99rfkDGeW*ha3Hd(WDCPBT{1*VrZ3RI+y=+qanSp38KMU$pd|-5$Pd960YBzv`LK_Ag|)7c!`> zx4Ep~a-MfK&AXTb^J{~QQh-?w3tPj&Rz%ze(8@tU6D({+Wqp`p5SDaf%27-;LTF}U z##Pd^L7M3iGkw=3-k}VJ@*S7xwokqnQ0@Yny^!&*gv&aX&Q1H0wD6nS+Mipx-f~Z# z3$Ep$yarg@0rM&_Nh2z1LIiavzZMqNlgdt*c_Xx%0n>9pS`J7r1UIr_S_Vu{hncw` zEdyfa!NO8ZP>pa(QBEn$xCS!|VMalikr&*^4$^YMvToS91&09;u(?=^9?rUv%ZMP@ z$NldA?oP_wlLpH!440iBE_ts#=hf@SpDjG{t<2ZHn)%w3 z881JX{KA(r|MEn}%U?M3gHJv8#3%m#i34+uCsYg9Oq>D0$Y3>`FZ+D*TD(j^&k%Z7cM<8JwYPd!0;RggmhS$Gk* z)V+Lth;Q}P^X;mYe_(l`L$#~gP7)> zjI01FH7IW++#-sadE~fPac_n2Ysi3+^l1stCgxTkE(z=sA`T(q5I_zd>J-4+G@oj~ zr|9x3I-%_a+$F#~3e2lSoIKPmi29|Fc^c4N!$6h}A{HsrW=}X`J`jbC?=9#A+ z`OJl%K3wzL1B#x5e#tG5u*$>TK)hwhb=d(8Fie*#R#gqAx$!qGl zGUa&IYUytW&wpX?;-`nMJUo{2NqNUl^%H+IjvX{i95hV4WS)7&GXJJ+<$V_;%gwpv z5!JZm?P2pWVr7JkD}a7d(Eg6B>(q{mMVJ-|eUo+i;#|&ew-z$JvL>&rJ|JndFm5?` z4JJmdnO@=KR$5uNth^?dw9h3QbV_>df)>O2b$Z>a9p@e$NjtDm{CRQTYfeG4mD_3J zwA(~I+O=BMQth^I)VaCh(Xo9-vCpFLTUC_l%(@k@>w``M;4}pt)cBpoV1k_m+*ZHa z8t_(*&Zq$cp8LKtz>nNZZiK@`qWFx;gd(V9sCyiZf@nBS zy#<2+MP$5gs_@KV@q67ts`bh5^EyB7!^wX(S*>=z&kunhfnkwoG=fJ%e%P#YV3gI2 z+94F*Bq?x~NN6PPQ8O5XLP5aiaeJJ0=eEUW)KgwFi9pR^Y_2b>muJ)qBkGxM%}ArN zw_MS6Q_)@|Z^@H4W=rZb?&maCB_}*zsoaWGPI;=JCR5s!qiiowwihZ}3lxcwHswef zGsKPQ;)Ya7eWs)#Thf>*Y0MJUXNl@5GaA1-iC1|g;WfL&t-Qjky2`1z%r3t~-AHw! zUE)?xKBGKn$r~j}l=ZAUb)!6uUYSX+%%FWVRaqNVne>`0dUax@I)_%1L#xSM zugck|&ZAZ5uUAp)6h5oYrPb!q>I#{S#q5?_+_rLFcQwDSRy@)o8}Cs}4=LxzRjV^< z`jU>bZV+=!3b92c+t#WaM!nl=_ByP7wXZ06OG3ru_zIvuABD8BK~+Z5Rc;#+<7NXM0a<0 zZc~+Ku^1Mk%FBEa!Vw`X5keouwGmtyAtX^!93_M#!H<$Wl3nG2kHf$i9GZqhQ%GnE2~Q*8DI_!thZZ1U1qyAzAubB4NZhp( ziT(436huP-5sv6V|3=8W2Kt#8Vv9sV@ffxfN1~Da0)>6;YhU}?*S_}kKcpQh7@vp} z#7=~allV?75rTizF6CMh?n{OwewG~(!R}1e}txp_b4bWE=1LY4f)xvVNnlN z6UOg`q=TqxhR`mcictzz$p>-mEG!#F#C@oI7*>wpx*0?{3~=g0jB=1xZ0mZm%EJ)+xw^^RAu>r?Lrw|4xR9k)Dc7sXxDm_r(|iQ-OKjH)veQw3)>A-T;X zOf160j9R#ak&bFta3c*?&xM42A%16oMLk1UF$T*=A?Xk#ABN>4h+-U;j!^zGVQ)y# z1IdOV*(f9%4hg$JQEyn>56K1rPHT`=5AfQ;{0@NM8savE*v$Z^#kW!6SuXO?%6w}j z{%E;mFii_@vY>$XEHtWnXbu;j*)Y&=@kD;p=UbP zGm{F?ih+$%|3-e8R|B$ZLagdArw-;dQjkmBj>vjoX*a4EAk>qvVu;YqMohGbl^Jtz z;!ggqSGgNh?fR8_e$`%3dpn@s3u-<@tbRrZFYCMF?5E^6pVij>-r9dMxRep57s0%G zT-u4tyKs3Aq3l70br8E0;g!MMGL&0_vTvZA8z{RN;S`~wa#U1Hi0d&yImF0A*f%g? zImF0ESp^8E2xeY`S%n}Y4-u3@oKldM1JLsVyhfjV67d;hu-&oRXP^)J3~ZZ4$mcbG z+=qexyMhKW;x3=HkYBUB4BRSdneySw{wKi_@r z>;GA?NaSA4*+<|k9*^HkYrNNVb~{ln9*ab&f*1^;>S26tw?$`F^GxD(EoWM~+{>M5 z=gxFUR|hv4<8s=te63%))Ge59=1$gfCTdutRrH|>+F<#5Z^?XX!AMo=P{q~$lJ~l= zzuT7eM#k&Uod5k}Melqg^YtfF|NLa?%U?-)@hexKeoyp?& zT~*JP$S1NHH~&)i^G`Sb^r7ybKG^Wgfs!A5THJ6@J#t_ysqv`tx%Kz@6g0DW5_tgW1&wfhR`MP!SB5Ybk z?L5@ZC46c!utf%SQNVzh7v0>OKJLwcxY94G!mR6WiQI-1olz^{2n`A`UEvjR)L3oBe2;^ z1{AxS%a-0zu)pthXWF*m_l}K(3_`M##*8}+6R-4%$a0J6{pV#T}IzH}$ z%6|s!eDDDgiz7G@1i}ymp-9357>#`RFMmZa6hW~_go*+DC<&0js4QC)fhnt5klHmK zhr?ksTD2;pLZlON)T}kt+MH@>N8Qki0PE{JGDuY*@$*;*0H{{A&3+1hp?@Zp3D{H2b8>#Td#&iianc{{F zQC*s_HiciE%&$&jmtSI)T;Nt-=2c$dlwaglT;^3>p{QBqWq#EaLB(Z0bywoXsw-42 zTH;=Qb&{Yqg-dN-NH+e8m}guQsf>y=dU-m%Je^sY$*jzvS7y+wv*^`1bc%~*GivkcHTlf?d`4X!qc)#W zSIDfVhE;!!QCGmMFQC`vuTx|#k6xS4s4rwRTw^ugV7Hd=IxBcRwSvB8(NKqUyhk=O zpjaAL)8=&SRXv|+5Od86u~nsX=yfi$(Ql^+TF~ze2mKHbghK!hLpX*K1b)wkme_F^ z0)$C#kO064f<>tPh@udTfDjx8VG#PbUy1wL*S`K2X(yq?S#V@`H@Xv#?o!>qFdlKm zBEeWBuydO_VU9Ng6>J z$`}!n8KF`c*9d%p#Aiujj=<*#VxA-xNn(M-rwM$V#70PBj37pFY>+?)NOXY2hDdA_ zhX)C`mxOz9s11jj2)K=aTM4+6gu8LL7X!O7pc4=GVel{l4kADw92!J`K{(it0)t4X z4+i=`U<3?~!oe{ZmKRNuhbo3) zNe`}?gyqAiVg%nD^D`;{+6~`)hVsS_1M_Kn){U5H`LzG@*zYy2FnJiR7p_}DC$FGBZzVwl#N2t!4SU<;C6uGAyC#IF8G534QxyIKE+y6G)l>rrjy)OP==t>)L% zH7^=k-`?&%W$rw#tA9gT@%&cv8@jfmmflmA-qYIVBdYqhOx>ppohMCQr_J4GjoqhB zT_+7~N4ERkwGO^#8@+5DOL9(UxMs3!qnBM%nbx5s=foBFWU6l=-!q>}6}Qdi+9%R{ z%lYov4DVX8pI+jb&vnnFx~HyqCoX&EGXtyFymMK>wQK&hLjO{JkXa0hS^-uK$gKzY zjj)jFxkIHLu%tJxUm&!zq-GJfL~5$EWx( zY>e3@!h+v$E_|7v{&$-tKi#VNldb1ia3KX)%>`MvFiAVA8pY&&gmREn4G^++gja-1_x9{9l&%bXIE`c6hIAC*ZOZ+b5$9*LDSB30G$g_=yeSk&l zSRM*87lGxe;Pg;%Va$?$22}DqTD4oma|yU{D72gSLn}fO1oinROyY0^gGmC7P#@h8 z5u6|sohcaArLrF~zpww*A_)S9AQXln5Zs|4+Dwd5SWdFJQu{_698ditTuFFlrj>4^pOkd2Gm1(=nGS-FIr2^&W}{2MOTjew*rAZhk;Z-sTE zm`_f66bXE$B>gJFw~4vss9Q>S6u3u5 zF^>{x5nh)V{V*Ib;Iwdx}?H~yG)`01xU`9Q`Sf3I1(qMXl=PG%}5vlJ6~ zipfIdOp$iJNZ50FEa#c73!mh*Kkwn@SXM4uS1#Mv(`<}PJ1fh@DR6U(Jfg~=ZWyvK zK+{HGYnfta=Cy#hB_!{N+1DW1O-xY?igLG?&Ku`WITqimeCNlhFa6NUt=$&2I~60k zx%A}c4%D9io=@HBko4K5176L1$jbGZSfOpUN7gIrzqnTVtBva4+qexjLDx37)j+GW zFdOXLM%iSpM>8GTW_h-jJlbWif#J7`{PxWRJ2LH7HEr2<14#?*p29pZTLO5(a>PpR%6$ zeQuxMh9na? zjRcNjD2%{hC=~Sjy>7R|>a-ZQwHl*Ty2a;c7^|wa+0BI!)l9E?yj3$$wbgq|(@~^u zD^xb;D4KFMTkFQ?8^wTU47Vtj!YD<_K%Eg>_k?dJ3pX8ggaL`LgCb zd2_C;IY-u zExX7oyTmKM#ILx_ueeNYQuypjqEhV&zv^lNoL%KtC-G~NxYZO;yVsA#uf8g%N#Ru{ zaVjqJYEp!C>4MsHL3J9pGKE`pZ&JBcln0GnnZm40VN|BkE7E9XDYUW_dU+b7GJ{!} z!MM-PvKfh?S7kG5av8O`%=$c5Ljk+#I;-&-yYU*gxrozL#BMBRHe6@aUt>00OR%#7 zMtuRZ;X1RSnA1|iX)kAYRC2p(1OpBHp%%edmt=ZCu`s4yol!HEbUd0-#5Kyq<^(}= zTTDK?HQ;suUT-+yhk+mhg;4~=5H!&wc;ALb;CN7NieNZK;E_neVU6K12tlDRwC_RN z*S`LqxMZgH*CkZD(SV+PU z!POB$8o>pTgug6G3L+#wLd7%EBP5MXG?$SCEkZIPBqJJOM9K9CWieZf;Ikw?LE@7n zF-{Vri5Ve@eiH8|@m><|#<5l$Z6=Ub0_!C4E&}T&(M|$wBaj9HuEXJa0;$E}8XRuG z(GCpkM1u7w*ocB{7}$!2o6vA03O1wRRy5p+0PSeF0|7b_pce%OQD6uG2Eo7}=pTUs zlVD&01GogV6^&p!AKdlYC%pDK1laOhnSguK=MY73AVwlMv|k6guYK)nU;EnEzW!f@ zAxH!#;!!eAkYPI*i$&rn7zJ!mo6x;btg3xOcYCp+v>(^Ey|dNwwzlQCt?#_4>x^aKvSTXCGIGT>nq(VG^DJI-Or~!STn%iL zc^0laXR`bow_M9NeH#_7m7AXBTfU77KdmartO+pde2fMky*9*c2yq$!c3qg?1WNkC zlHssy7?h8pn=`0(o-{JBtrbKwgKkb>6gZoOl@k;@llCFXQB*kuOL`zdXMj}}SkBq* zcw?*j7lgbeZd!}m=zDJYo=>&s*X;V#JKoK>TaoBB6YjXAF_$Fjl*FAff(mRDM7Q~b zi67Y(M63eR#KN~$Ni!SMuS1IIkYp5)48hXTpr8{{jKcCsSUw6$h9L1ErkaN3BOzWZ z#BT}lTVP2)BpVLP#$fq)NYn@L+Npp?QGZy}6<|~YyyhUk-AAticufGW)w^=bwQ$Wx zFZa^QTnmNX#X|4mb^AoRV>-)0^}glWr?af%$+nRz6os71w2dcOhAx=8&X_vSSO+ee zd(Nm^-nR6ePefv#F!jE_)$#6D%iD_D*DZZ#P2Fd-&4+a@N3|`7wM~@oOkMZ7s^%qC z^$Vu1W#&f~_; z}`9Vf$ zV51D6mHO9<0vk60MrDXyg$mn4tU5&435&ZhSsxL z#ouxAVs_4+SFz*U{2-{g9n|gxR8+~GPx&EiHTCDvEboNnNW0WcnC-6kmQo!wSnl)AxPsf|r zvL_|01FY#b##9S?s#S8Y?~Gz+{i4MV!E_UIq-wpdbgkzWt)BvC3vKyh)mKN#-ybMC z*`0s1>e3&QUitc)KmOEjzV_g&-~UARn_tR5^kn*-k)Bo^5_0tC?&OM_WKPvBfL%)#gm5;cj z!yfr~P&MOL411Ns-pxVKv>q}tP!mnra<$`kkN5uSi$z~QQ2vbr)!%wB>+uJQzxSZ5 z?$@BIJL=aE9vSYIz-C5BJ?Iq_I@jLy@p1vxa7e!b>L%T+BEPhqa*a{QOi6eZm{*2- zWz@g&$Z?Mt^GI-?f^c)gTYWxZo`aF%;@t4b>%Ec&udKnRXmATF1Dama%ZvCF(corS zKeRRdmSye@S???7U;o)_&p-doC!Tof%TN6Hd*A-@Bafc=^{2#5pW;@0-Y|O_Q1|#{ z?S5%%K+@)uwg8F_Kwj@+jpPdt=+=*NoLi|VCJ`DBiADqlI1zd3hZ zF_o`fxF+s9HGA_pC#%rGxoM>pIvDvjdhRwO*U8THimrRb#U5Er$g~8Q=t0AZU%L>{ zErg6KsBww3trDgwNSaTm%RzCDY36Oqau%o^3F~G9>QT3Bz%J==%7=oY%Fq z0ZqL_-r0uAK3cg~ zb{6(~?)lE3AjQt0d+aO}Koiz80s+Z;)-xQB{LLnFkDVnx*at%i@0r)*a=RQ(r`->@ z0l@F|IDt^$<36gS?lBuYf??F$ko zsD#Ea7!Cq}*XwuM9cII}R%24ibwZwsMcZ7R*DQ=`XZkc_?P|(vR-*2_w%L}iq+nUz zW=o#Btw7aYsP4F?>bS0GE0nk9Dq8d8jXAQ0TzNyjyeUuKoF{F{m$&B2Tk;k6O=o%3 zW16#NO&OxPWN}@JxH?Hxeof@zv_~(@-qK^ z_t_htE7Bqln1TqDzBQdr*SGSC(s*}>&Pm*$SS+Yt-KOu2)K_Cc$Ap{Cz2!x{u6~#%NdQsOmp)f*{Wa2szDtHrt5DK4#!B7YY0>O{_wYjf- z?dyNOsD#Fy*v?Kg7L6zBextYdV(}=k6OZjCf*2@#wu8l@p(yFUAIykvMF=&4%L!ae zQmKsG2*Hk!tO&`Dkj!X=9wQl1Vk1JVlEg}cSc?!F5pq37uExm47%>;Yry|5mgcu|7 zz6jAz5ZwgcmY8k=>!y~}bdq>8fz}g9J&86FXg!Y9;BY05RFP;Si8K&M4K;8zhEx+s zJ%KdiP$LFbBB635REdIhXt)*$*P-D?3~Ix`b`)$w!fj}%6ASmEKo1h^f&yJoup0{W zK>h*9KMwilp};B>V1Pk!B#Pd>d)L2B2mJ=0jR^F~AXZ$%EWhUHb`X$qS<5--xgOQeJjY+jv;t^0uk_ zjAh`Wx%Z-VB*`(BVjDPbY&*8yeaWWBiGHqJ z@5(LDQn7dShHv>sfLZUSS9_Ol2IzG@TD6~17vi-C7>yxb3&3uH#NCjj4-)q#aM%d4 zIfbfc5$znJn#DD9xONfM%)zP|Qon-fR#DX~q8vvy$6;w7DDFZPLt$=XV5P`2leFD& zXsh&R-tm)h<4nxByyxKTdE~o(^{!vF>(lIdRdKf>?v(AgCKd@?K^42cIo*+^J69F`1*1wA2d2O=LwHfKY^ zZcx-67Ig*L^&vrfNYoLQ^Z>#RfZqYh`orR0fYa)uRROGefZG=4wg>5TK1Qu?z0$LA zGq_RZqm{as3*8Ha?wJhdWSV_4!#R`Xp3im6q;HQTTZgY&hAvqKFPi%=*hVf}2G4H~ zoHzGhunu0-HXq(j=JGZL)S@T?-^CytE#$J)%9;^n-1w( z4r?0U(ls7Z)xM&tf6d%`PTPD~+wh8(>M1)(ak18;>V`MBT92q359wOo-fBL))pS_b za?IRw&eVN+tNm?b*Sp(;?;Cqg>)THnJ5K34-Zgczqv99(dnA zo?@R$aZIKJR&P3{(%jP-p5?;8T8U>a*E^T#9KGzCO!3TR*+;LqCX+m~Io`P}|7wwM z<(hvfFR)e!FiQLzWxll=-qoTIqY_|Lf}Ex>w+`Yrppsr#+KWkhFvTFDn0yNRD%jCFitVXFUNRg zgs2+fmO;$xVOlQ2E{3_K2>T|=tAIJB5a%W;s6zNvVR`{b&kn6;hL)2;3s-{km;Cc* zLd#eEODTR{Gvw0#)4$w}01m>d!))RxU?jsH!m0fCzNw?p#07@YSTq`oMB~xezn%Z~ z@qhj2yB~h|*E@T+_egRF1Yj`}-BO?qb1X(i@vv7R0EJ5+qc6mP?0dTuJUwNkU*N-><^t099 zexUi81I150knxoRV}~BmHvPoKtlSA33HK)MmJ@anVps~v8-2`6KK?btvKTULV0IxO z@Aa^6B9`T7NKN{cI0eq+3EU<|T|Csm!yODr(;t#I0rK*oFw4VAu`FM5bFcX%RUUDb zPh8~{Rk#IZfTjntFC)fbCp$$y^^$e*orRLWoc_z7-+tvUU;E-?Kl<*sfAq}L-+1J| zw5R+RRrjYQO;1`D&jIT0fU+;3>OswO9*Uh+xY>C=R;r}=Cl`NmV6EqB(7d`WTQ=|~jl2=NbjZA13TsAogUpzZ z9guhH7xPq8Y3i}7+Tn9sBj*jX>0#3%x99qwzxBEFgHQeHE1yjJ`J;=+o^1Nzfw^%<-Ghyu_w9O>_($%{6Do%WR{MHK<7yseu|Lapv zJp75be)d&b^C8n}+U9h+W;$25a7{B;sG7-BO=oFmGhDo47x#vnbHl;RbFuQ=oLo02 z!?bWxH+wpy8w4$Mz_{*J&-k_TfMEqRZ;*Cc#Ib=H`XSkMOkE0z(w(%luwfpy3lOIW zcM9Fo9+#xUCGUmRZQWOYbn)*WWVW3FwCxT>yGJ$Z)6Ke+qaM{n(6k!1G65?MFt2;H zGcI|*P0((l*XmbFZLG3wPN_rM<<~FyjkKVd88Fd(`emPCHDG239V)=354lYtj|FgB zLmpd*T2ccf*x5(0>>fD#H_46n0~-_g%u7ws7X}je4Dh2Nik;zb7)PN5J0m_CD!dUV zA~7U74VvI%I1wcX(iZ?6E^nBk zW@wZoVr1lAdM(8$z zQ>tperf$zub>ynr@-)He}Jk>XfE zg*x&Q&1m;*YwWU%?9z+u(hIE83+&PhoU%)-(u>rTU0{}6WZb&MxOJIXdX-Ujg;|=! zC`+bOlR_^|qLp4{l&3Pv)0hc-_7Op2)#kA4@>q5Gth#)5eIcj*8n>~C+f>A9DHgPq z3fjuJttI^SGG1FLuf3GlQO0X8<+hb@+i!6@%Qzk7?Dld_dj+SXiq}ys=&BX=HAse9 zWn-PP$zJ*FkaBTMwKk)rEgHCVlZ0=Pi>xYzU9WX+8@&!|!0ilCDUJa+1fXCThYnM0_OSh~Sn8VI*-)lu$(od4v#?1fL+-B*}~tG|Ejz zu0@FTD7h9TmZQW$ zB3L7VwcuDAjy02b3yHN5Xf1|R5=ae6(XqBMfx|Go@5bHNzV@}ReeG*s z|Eg#-y0f!`gPsT$itfgDVzEfr5f7LM6V1DR%RG2R-T027{T*}1JErc_mc9$yedj5r zGo53f$gxjlduFrkBNw*&PrD{kJ#*KblUe??B0sCry?oQPaNWCn!@pMUoXvI2W(U}{ zzKv2pt-`la;a$B2aGHE;UjK-tZ73z%-1(68az1yntWZBBxs4oJ`x=GFU_v$y--*46!1nEefT z{@=m${J4H5W?tL#i1&QT9j|JKvYx4TJc^i07I(^boQkMZ6153q4sq12h}uP%Zi6t= zNDGTJ(IeX|RJ(%d*D>ufq*{R03nB3^C>{!n`a#)PK-d`;_d%jQP}GMi#{>MXM5$Rn zC>{*+yFse*tUD;^00f8QiGxZ&U_oHNN$l0KGOqt8_0F zx@I%obJ_0cRQF`EW%#OnBEvnKV;xW49=>WDxk`mJ_MS8MowE+UZ|Xg}J$%_ZnQZK( zY-Prd6Z-a(TP??^X**`^NcSJZb7a zYw10wtbRq`@|LCdq?QVAe0!_)ZDYqf`nIuGwtYLUv%K*uQo&xK`|2$q&+QdRB`98%4p5 z;t-=O#Hd9DJ)oc+mG;8oUQ98FDF-6D8DeXZ+**nn)?yZB+{%jCSvxM_u3NI_mh5_D zRL2>W&ne#vZ0`BhcY>ua zWId>&8&`JX%63BCg^8O{UNy`qMY!b%>pI514ztTpel;elf!QTEuMFYd!i2R5w;W~` zA^f^9w*ui;LcB_lUI?rt!HisxmJ2K;2j{Pb7n8x&)LjJTZ&bwZ5oqX;QSexjC$;-@OwfcM}a| zdpo;(J5)*8-Me@H`Csn-^{@Z@;Rhdnu)Dhhfl-?&>aj%vp4)ftM*J?2J&LWikn`o} zST@|10n{h^`^!N36u8Ncg@Jnz4Pq{#QW~M(j0Ie~QS#26y*nS?q2`0z|McOVfBL5n zsO5)u?nI+|5i*XWu^2%T2#SP5e$W5xquRdqbzjs4_S7fwI1mJYP>8y~HcDM*`%%-` zoxR&TvG~0_D;z`NaM0^8JB>=Sf@Kn~>v@avwGr-gCugdiG10`DXcjN_NSAwLD}CaH zF5z4|Z?=IwUPT)$TkE^I*jYH&o-@^uGI;A;SHX$q%r|eG{@MA1kH7xIPrmT&hYvpe z@E`u}!9RTS!8gAD(Ai&qCgX+Ar#%12m4lC-{nh8X(ta%)JfvR8^{b{#%Qsa+XB7>9 z9((yyGtV7Z|NVn=&pp`ly#q}@`}A_ble&d;uWHIE>G#MfeCCo3xrOcKwW9FWJhaV6 zx0comUc2?f&vpLl@yhQ$T=Sg=OTO_y*5ePB{_sI=*5{>F-?q-B$3t7FO^Dcdh@Fd? zH^Qp^u=Kj0n+j@rA=3(C5x}}d=SH4`RZcirk$?jCN-?(t^U6rSf^hRN^K?*F859-= zgf~N~hJd)x&r35eoG~q&^YX9zBxN2^SwPm}=9jxTg-%x5_VPQ{$rc{{A2p)%fEdeD(96|K&G7!*2SlqVqG#wx^6UM}w+1Kr;lW2ZO5Kkah?(PJrsJ zu(Sy^FQLY1cx#eya!Ie6^lrk2WyrKnI@w-PlZRLCVP`wnPqE9t{pT+oC_MJlkZH!Q z+AvENw^)M~>4crru-S8Xd+wBDBXgTkVq!KJ8Fe;xwSGEnYwV(KJ_pb(7W`NC-UGUg z^G^4cEobAqaW>746UT`iJIzkAj#C|{*h#LP*p7>2$?BpgQ6ecyq9jTpDfZrb0lV0H zFX$a03JHJ&2oSvtW`LQ&RDc9!Io{>{hSX;FYxmyWbME!-UOwl4-t&qFAVCl_r0|>P zc@Dh%+S6aid;95MKmE5yzVYdr7auD5&OH4cL3tHp;^phtZ{VxxFdH;j&{NOW_1;1XKIj0*=S{}S= z7){X)T``PY*Nt3Vn@zUPCfa5$tk1+4hYzdU|0Jws_w$Xghqm0iS-zt?6(mS#C{_-#8ImXG4}b-^!3z+i8>3uFPZ^XKz|Kx1EdC zzLi1G%7|}eHn1)R%^biq2bkvk77^rJ4!Dhw#~kojcBq+ccObV7@;Lqq&i=*hmYwZ7 z&i=`Cw!_ZuThAZ>+lg&t@EOy379yD>IpRJ$V>UQVk`&Xg#l!>xKCjo~^aEbMA3%bT z-{*lqpL5*=2YjFOIp#l%2r7(*2#g>R1Vd0F6e4jZnsEce@tvkKrq?V&Q<0r^Gp5=M zCvX%)0s+Y91zb+2*=*J8joL+>M6kr2S)Lu!j@{7>G%j~lEVUKtT5^_~(=|0Is>)<- z-Swr$o4TfSLvx0Km1$_sGPLFzT60%gbM&lCee-QSD^u5;vE0DKIWAUSQ`Mv>Yf_Z8 zw-&2!Dk`ta%P-5zlH|n~@(b)SV4ZAATN%adzP0U$IXpnXT`Cz&$Dwc zaPt#(*jeHZJG;m&xX8{;*yU)Podz@>lizrSQ=H5zy~Z!S!7IDTuec?sOyyUk3M$eC zl^LSi98oPp%_NNl(&j>D(_AEFl}K5|5>}CfRV;2Pk+hTwn~Q}lB_dXtq@`TaQYLMy zkat!q?$j!K8W#s!l|yZdBX>081G?EU19x^+#5T$VCbiV8SKC+gE{n-)U-!G6kk1?R z`$NGXhN9RmL1R)J8DAkykT@Fhdwp;q7z82E>w|m%1VRBY2>Am(@1C!7PkZ{0s=I%Q zZhaVy-rd}~OK#l_N2B--I}2|`x5703;fEh?-HmQWX^Qgi1~ZaOFr$ISwKSn+s2QOM zld_#)Mh;Cbgvq%GF&!bMBIL{lITInLBjiMw90`-d5ppcTYzD&QV1)VS5KZ<|WCumE zD6)YhY6-G|B5P=(jKs@Gyp+VNNxYdNnkc-QF`8i&Bvwmebre=cVud7DL}I1Pgv!WJ z6$Vve!7?gTO@+!y2CkJbWGz%eqRa+I3Na)HL$X3}1`r98LGl=0f87fUpwaltBC{P*~&Vl>6A_pr8)mltTQPfV2&gv|vnA zSU0Tb#C21!svleK$5*Czs?8>F{Ul|a3!6EFVS+Tw5V}!vWgOR!5c)CFFoEfYQRN*- zTnllFz2i5{O$Svue=ocK_+0FMUD1yzRSm80+i-BVe5x(~(x#WeXHnl$WT)nA01H9% zzSFG=TczQ3A!+7CT#601GHeqQCN8m3Y=?%(SA#qDk z(t@f7Fja3r+7ytrh1C54X*0m9fET+ERWB@K1td)YSqm(0gJjJ?SxZ3N?B`X1{Mw+b z6%;qXqFV24E-;e|@v40@1t7P=J5%5uyXhLe<`_zL3?w=GE;@P>*L&jKBPs6D8@B!= zYj1+RH{Q|_yWVlu)_HD?b<)H-W$Q^acf}c-j_GO+8kvyB50=XRtgn36*zkd|;joEy zY^CAwa@D)54Tn~151Q%^sY>54HXXOL9A7GbLtF7@b4!e_`jEQlPp10AOywEtxT*1o zrRAih^`xossI~2^vHAFV`x$F@ysbOl*vf3|{TCerN%nyx>z(uF_A_hkv6jwr*6y>b z4IkLL;#@;l?EQ)Mp7Yj@IA{MA&)6-`WSV{8vc2nqYdFO{a>F%p%{_Y6IeHD4yyY6Y z;v7hH4_Q<V(E-t;fs^=YDj_9JZF z&uCNXCGhfsc{&KzbpuOt^IC%|PxQ%dgV16Mct3hN{_)-U^s>9VR zdbuMct0ENjn5-J+=Y}{LA#P?!kc0AaU``s$%fiG(A#ow8ti$BhxU3qJmIt|6gfKU_ zkPNd^;Q3@|DhZsp2#%ch^q%nc9e3S%-`jr}7(4AAzlxYeNDy3ZFNna-tq2ju5i*2? z;2;G2TcX!hi<6*dJ>+*q(IBOlcxU@8ea-gqRz$o@B2%4c-4(p{Jl+tG792%0-^B}# zhO!SsX>a;(|Jhe|31Lq}eQp{f2?Qf?GQ4#+@-Y+bxV^niZvTJiLz>#6@y!iNXE%se z7boT>VATrHGWoyY47aEM(-jVfDT=}f93$|}t>~`l?B2b5yG>_zcT8vZ(;6{6ga#p> z(`_->^m40)zowYg3r6GGU zxOo^gvSGs{ps4l8svylBcx|4sn|WoFTa2#u`9!z;;v`U>PpuF8l{LX77O1KLrRnzB zv#W!L)~DmWvP_RG2T)derKL_@hLfGRGWfn_@{DCZWo;}u{n+mgy#D%kzW%i*AN|Vj zUw--X4?lAJ)h7%+&nT)NR@HuWsr6@W;mx3-WoMcZQ&-4P=U9k=w5%|oC0tV4t0jOH z+^Z+tTFP&reHwUW(krg;hzdP|R4@DZ%&jlK{@A{wFFs}wHhN54%i@$l&|{MK*%fW7 zmUo2Z&n*v~cgWf;yxO(-axOZmn=WkV8WpLI)W{EM}qwgu3%c-755ZHrIc0xfsJxjZuyn(msPO*CUH*s3HZD zUP0GJLk>A?6Qg!1=92lf-5yz$S5@m%RI0i!$h$Ad?wsb-ziXII@oJjAOKo0lJD~6J z8~VNK7KgOPp=^OnGq8>8H;;SueJ(|_nVYvVeZ|C01q}Ue-H^vH;WzPuHZf%3``6|H z<2+~)L#}1WYYOaCo&~)OJ_~wnL9ZS1Is!iD&ba;>)%Y*L83KAy2-pd1^umyDcaQ88 zpJ73efFS}25-39K;IrMdMuwV^7)2605QhvQC9()C9agW~4(t`5 z{ZA+m#9)*_F){!#on~+_goX$hB`|!q4vV}W(#V_%?^n*@Xb26$5D5C*ZnxFyFs`m? zGL)UzJsqwb9E>*j87fHz_VPWF#h>H@$#R=k~cxhpRvNTCi zoTw;@R}`LKERI(eomUi|Qx?U^^Uo^s&q{M*q>K$MMwER@k{=^2IwL8Fk>&5;v%E9R z!ubF}-r8Fs~NfAx)C~}4-#>2!|m}DkGjc-sB5o#<2j3)Xh zqMIgrX|jhVy2C_&nCPd8Zkk}xL=8n$l0-F0lu&pcLFAKo5lK`NL_LYuQg{W4R}pwU zMYNN6D}~jNcsYTW5LhwEtmPzHO9U%%q?im95urRXR6t?{6kbGP#XDJ!#WXeGg27Y-%0i(M6e>l*Qp8_^02K&O1N-V>PaERx zMZ6_#=jZLPWAVNiGVk;Wnpz&ygjz;LaTYC|Xd)m{U_Oz!x{huxzBPg2Q zpb-*vdA#0@jg3gawdq~j@Tif+o?VX^z%B;n3P4V=Z??cUmj`kRyz}{fPMMc+jpew< zZaD`pxkgeTPN{D?-#42N@v8#D>Y%93J(&e86b6Jfp4ogqw;U2w`+1e#`MiLzCLnI` z^J@`hS3uV07gVD1HcZ_MEANEVeL-0pqV6a4Qnle)8y(LxjKWdFzk#n&f~ff za%BeBjpDjt!Z1b{rU?B+NYfvXH9-7wM^BQj{4GWL59KLOOXB~Q8~<5%@9D6nZNoUZ z=@4$Xks>tcFch_BA#h8bKp zMw#YAhAF}@g=q&Fb|&wDgpC17E3E1d$XWqW6{2Vlh+BiQ7G$v_zf zAX#fb-WHTL2gD5kzY3PO!-@_+uL9zg0JGT)B;u5MXY-i$w~=(u=q<-kvTNk}dUyPK z*Lh3FIa^<%d-R%p=!$*t@_P3LbL$Cn>j@L%0X%JNI%esPv-KvJTVu3U@2oT(HMhmC z)E&`RA7FwRtKZXAzhi9vz)*Y0)O2L6@dJJJ0Ylv(UDZ2l&8L*bZ|ExDTB$p<+Hh1~ zd2p@q$XfFeEAu&z>TBL}-icdlIlT+%%&n)a-RB*HSFF7k*E=s*?p$yTUAFfpxrVR0 zM^Y?ZapsP5_WmoYtW(C8laBt2&f%+$flCes^Idce-SAAL`lizCy$QDNc;8f}XYw{M zmFb_l?VU(u`0Wg~z;FbmW!b9sB&3I7v?mu6 zjwxzjK|x4TPA&If+74XRNUEBN#U@(ajEjmwoQ&XHD#A|3`1vS57vW`KqP&o_0uz^n zBn2UH0U<5NL(${|k7(V46KJD#2>>a%rT%P)H zdwcui&1i($pin9Vl87(p|JTJ*IX6M#Uf5z&1$^r$VEc%|HcZO3D?iw#f$i-Os^xwN zTkqbDMz=OMHzOZzMeluhcPmUq(ZF3I^dU|B6>ojKy^Z_5kw73Mm_Tc<;g#o!>UgsL zB2^ZTmnYDTsdzzbDET$$+|L82egr1G>diRoFH3`1*+5&muct6L*9tEQX~0jporqeF zsun|w3g7UUeRw#qX59S}B<517g+c|7!=Cc5J3SJOYUrQw8S{4Dj{AVXLll8iI7Z_k z3P(sBp(y-+!MSix{|QA9#Ky)3j^oT5@E9JAMkC?K-RRa|cJ$%Bdt1@1UDFwb6C}pO zHTvvpHvQtdRG;F9 zSucOJ{TE-j{q=p9zx+V<^A8BFJjlEG(EQDBE9*`oYjcQs7Bx;0b}?qrB+Ci zWF7oNP+Lj3gdsB*x3WX)Y;>KC*|~(159qtCbGI#nC)fI42gPS$Ju3pLv2`w_=?$4i zL20R*o3t`;z|eQdKA!~0GMG$4aiLw1=M)q;IE6NLu~Xb2ZBIM@#&2GG<&`ge_K|0w zeCma7fBW+fJd}U#1rPh}W!6)grYF?(Ppx#n;##=i6J2(5FF0n8>AQYn?D-9`I!t+# z8=#&BR|x+q0T>D2DhU`PK@(=@J4F>veSe&^;Wt)csZG*u;nkRVwN_!BQ&=gjdrQ_9cj>)fpZ@i8vgXrW$-nr{ z{(Wa({2C|yFsI=Ba#t3po5XAaMBnQaWI6e_0C^F(Sm#$a`qa(t#aj1bvwx`*SiS?O z+l{k%lGeDUORs$IbB{d!@I$}&+NTbFZ{MNs>`Qp*GgF1HuT3Paj9fB|B_|jPF=f~3@8BhQ0P|71#_6^)C4zBb3`bmbJ=?B4;Vbn6?Iiw-G409`ir5?Am%qOp~@iG=_-e`C6O*z`83~d9GzNl+R)zscxYE0L+ zWa(L1`nDW>Tb8~(Ti>3mZ_6^YWEmL8S%$uu0cUzv#!}O5ZQU(ZRf??ivbgA?pdf*n z{CH8p1##g8N#O-W=|y$r6=g}HqUgd7IJ=-Ij8hbzRTiI96rNQS#LDxSk>$onb52XL zPe}7l$qLWN3u6@pv9i2aac+#HAXc1zTAY7IT6j)c7$@1mXVT&XX-T52^rEyRQJ8y< zml?y)jNxUT;bz8gGfxY0V?+h#MfvAN`EjEBIB`LoFfUG!f1aCrj++z5&yN=tCh_wV zx%mm4-1vp8^X%;N3)vU`iJc{~a}&4)Nt}Yqyy9ej>9rkvmcnD$*-d^$s<0|uRCQZW zbz4-MC92C6)#pi?3K_>)OR22AOx{tU=%|)=R>?c70+Q9=@hBwoC8n<5e~ zCb5zoGg>i$F_CJ0Y zrSC?=C}0daHD+0Rl-vtQ+0&l(w5L7o>Hl2ajc$-QP7oLw0w~n6x%E+mK*RpE4c~Iu zDGx|kz(OG~o9CI%@$reE+7l=t9`SD0bZq_ zR~{7C`nlD9b}_^&_jAh_P9&@Yc~yRHxpzJX64v{W&Jcix~Pg?YyWZnf}^=PAR zRn)y0vCG3YF}cp8*9Bp#h%~dY)j8TKq|H23J4P6$8C0jACiD}CW+15OL{;6evKyAS zBdWfjvJ(_nA@W9soyl8KbsxOggDAWFyy~E|5mDbk7P|uy7NTNSNL&|`vk+yspI-~| zD|`$2z+A3xHrF|s4RT7nvpL?WEZb1BbL6^rBF#B+)!K8xdMD1_n_%rdzutY`+!4Fl ze8SXtWUcXtiFH(8cgT7tZml!U(sgdN@u-P)a;+^!U-!XE{Rb-yAbW4M?y$b<&ntBY zSLzQjnT^%&t<=1~)_hW5^`5T!fUf4iYU6Qp+c~Bjt@{0ynuBYsqn6fF#>OM-ttZSa zCrqpp_TCGQo;X`KV$*z%Wj={^8u5;!)=bS^=978v3J&D%d zL|ae1tvA6vdf79Q@}&JuIrnWGrH7fYgs-+5tj0K&=duh7sC0 zLmDR|R^Fyv5V7(%9gj}RAz__-lL9xg2;l;z}N87?WrB}Ig^1eFwF(&CUX8)hocZo%wZ z!P#VR>U?lI9vVLnjhzDqKL7@g`v#7AI}W-AeP-CT#w0QR69^;8Fo8xk@7_ma5ahjkH~N>4?tZk1Zvf`7T^9iy z|G2%4+pGcZI5^sk4z=Jt)uFC(tg9$ISQZ|sq`LCSh8sjpGS!+*wd50xS@6{ZNc^wi z*q_3&zX+cHZSc~Y;I+2`x86XCPe8dxkft=aHQ$#T@4tN{ka;#(kl@ca?K=M_$C=m6 z8HtXeo-hplUym^B#ixbrX<%*LuQj;TOP*yd3i>E4h|3pnqncPZAkj@?D?mg8ccai& zbR$9&BnBgZ3j+Zxu$L*cr~jTPii$+S7>40E9*IO4U>u3u`|#dd z<46GV+MUKFi&kV&aZR$hRngcIyIVM1&l#-a4%D!F%D8$9{70^>4iU!-rpaX8&)WdFbV*_rLVi1HXED z|GPi>n*%R=D)Zg1_NM%_=G=2lmwz@{@-DyO7`yTSxANW9;UsnYad!UCL`5%j9{d99 z#eJi{c%b_S`|6(EpZ?T7ZBJUzG~-eAIwVa_X`M?@vfO*#GMfdddf=5w+h|VZYhQ2p z{j;oBzt#TAlV#66eEF;Ut~~i*TsF!dgG&BwsY)woA?k9K3L z;}H)RHMDs}w~Ql4S9;zv4WD#!Gu_e}hq%chX>&?j9TJv>SLc*8-N}uK`Sb7I{M~}yUDrq(I>ej`L4q2m(U!-Vwv-9Sg7ykI`lfU>* z_q8|9y!=$wiQfbAZb&!n*G~GDC%ns(e*HvnZ5GnDJ9%k#c8Zge;u2>26qSIg(W`9s z$g14(I^S}?SKIATG%pXOyz_%Ed~V-^KmF?di~~=M(jUZr9JsgNUQ!OzNfw^&{=eef7&-<;$$RrN-M!4e3h_sk+9r<%TqE-L2(@G(&5a zz9nm=HOJ7Jy|d3`HmnRili!%GZ%)@Wr!O_7E;rp?Zc5kG+*Fod6&GF<<|l{>6GcUd zqQV4Oae|`c;$rzFP4!hxRkEu5lB(?DVo8Fs_`+h*`Ng6*Wzkt>;TdINtg;|ho_|J` zcSe$XTAX=InsrQ^bzGc%g5hY{r=+=Oqy@2({20cPmVZWCa8^>l#5qbCe0G6>Xa#Y? z%+rF5Q-Z7*UgqhYImKlrhL?4QpM6G{dsdixPM90V%Q?%-j^*W^Sd{VSjz53Rd2Jhr%Bb%QV+Ij20JuEo!XI}rLlqK$sxn+q>(efD&&}?e2Yr9 zzNE4nmR)8h!V%bsaD+jBC>X#{m{<5lR=PG&HH82nk7wXi^j*gj8sbCKkdJH%xJ8YK~@t8HacB7~lhQnlU znC#hMXUv4j{s_ecHZu5(Y!8#IG}%a#)nT%dCd($ZDKd{F3TV74jI+W- z6OETqcmaiHGDGB0cn*cjoLgg_b#kSKsa-Y|xQAx8wzZ-NHG$N|_D{)Gbnd?Cmw1$pH@c1b``4)V)EUS&X7 z4GC%>eszFf1@X&aQGGyI7ZBD4h4mo66694t{95mPc~H_E5Y+nFrLcqrN!x<5RzIi0 zGn)_cD!lWBAip{wZbfA6_|gcb?L$?aq<$1%8V+gtv87?cFio3zw&i;oHtKD!Y6km%}{{ll@O zvNmd-+;oUG+^U_lM$M*=nGLsk!=+-ZXAT9uE}+)Al!Z^3xrAvRH_l_md17^*T$#n0 zuRcSp%p>Z4NZyGkx_$~Reqnt;Rv(ZxBa58@X=^~z0*P6Oq9Y(_L=;Q} zWl+`*3F=XGZ$Q!ni5o(?VNl!za!P~Z8XxoY=D8=*ebd>V$=j~UROjdob5Fc${Dy5P z**0)#t>cV|b;`twF*U~+S*P_4M^+n;uCY#-nolszV$G*5-4`rf=Z!6=^mT_!EvJpG zr6p=GIe&hQn*DW5&kg_KtJwZKn)%2d!I|q^+1Bs4-OTO_N&VkF;?u+0; zfp0FyKa=elyJ;Uta*kZ}j9>Roq=56;Ah*OfUkq}~fVqMozZ8+Pf`S@wE(et~BC=LQ z)Bua>QE4lo?jdy}gl>e?jWRgZFcn^#kC^AfX7-j_zTuGGb;~#1@-09e^)GGsw3|B# zjhj9-V>bh|Q9%0_)Pjn;IB}12Vn4&V@F+X+iG_r($uoYkT=x2E{oBsov+luoXf6|A z=fk3!ki3~%x`S&v30*h2bSI>24oRy~ehH>zVag_yn~!h`Q9%*H%SJgFA$~5Vs0r&^ zX>Aj!sl(Jwgr*gfRbiqcgnb*Dxr!{LAe@`<{B>wD(LZ($oVWmvUkpwq`iGBr`VK+k z=lmn5Tpe%Q+TL-_X2Di9u}RZDE#+2Y>mnQlquc)jd=^D~;SflNAPNgGwzV*}y}j+| z>~>{b0gA3$)6Q9M9d#F-^RO~e?gX)FxcAY$U5NIN+mVgMT1)Q94Zm~qAGf{Z19)pb z-kwKPUndIA(j7VUa1A}t8fN!XJym#ZDqe9FtG*Fx$k?3gg>%kA=U;*2e+$O_8cKK- zOFf8O`jh+A3;y_D_%Hq{lyj17x=wZFY&4~8cBXIi=5F-m&{Y?SHC9x(vRgoj0l2^L^ddj!kJ4%2*z|4iEM4%H=Qwojayqg z;EZO-8HT{1*JE9=>ZBGmXH`0F6i?~6{i>-J!Eh~ippMgDwa{PA9jFuxRf|R{#lzL2 zp$fr3DZ9I1p)+T?C3UFkQg>l|S9VOz)i<+F|LoG6Papc(-~H}epZe8P`+xEE{VzYY z|BdH9ef*`*B);~=>wo@oW8(8o2|pYvdf&vYu<s?vl0pL=By% ze^T<&<9FWvVaMyw)xY#u%9Hz&zWQLsclQ!7v)_lQC+31ejQstNZZW*6ahG38Oxw(0fp3znh7h_-+* z4v^YWN#60rl4QTE9$CI^pFOMZI%J->?vggU3MQ2fwoF>IWAN z9s1P^FMjQdU;O>cKmE$z{oNma^q6t#n5gvcYv143aCF~v>J#dQpK6}C zt~VWmY}7nOxFnQUP5QMIpre2l8Z?Ci>m;BL*~O?$NH~OkRhwUwv)uk(#&7oh_R)R6 zeC*S&e(h5oxu+5Pf=xNFuI%&a$8C~Y({#C4J7f{Ht_fjL$F!t5?}Ai_LSD@4oQGzkPh)zJdI=7JDvEm%TGnesH$zeNod1 zbx(qE^0sxM#5kFw8%|xFxV1WV(=>Qxr9Fm|{=B&C*8z1sWF7|$BSGUFX;!+iQG&PX%j!RmgAHD(^ zhrzXJ&^QUM?Xa`8g@Bp8GxOlu9AuNgp4Fh&9P~2ajB%g&>^u0(83f$-!5PEO{@Qf* z&+H5Zy-2`^K)ziY8Up(M>N~@c0Eq?(Y=@mOQH}Ro&&c}`j!d!~9DqRp@OWGvj|WB( zm)B!4ui35ZfFJO9U7z&%=HH{Xx3?)OjN>~6X9x}k5Dcf8xIUcPePVZW8p$1(H;#s2 z7!E)X^K9B|*3}jBlG-2<>bWy3bEEo6rrJ#3RleMkzuc6it4~|1OViddUbE%;RBhcY zZC#qKDZ|i`wZh6Wu(EW`8TzK%x~6ny8q$~QQ$UJRkEfkSzCQoRdrQeeQmieWvTj_sw_!elBh0@R~E*~ z^G_=a&&cynOLI?2a!!e|j*BvmiZhN1(hl=d5A)NH2-1&;GLDP0PlX1vQKg|kF(QHu+vU*QctkcPH;0$^B7B7 z41dR!#?L;>$%^G<#BejuEM%P9o%zgj^OX4}RQEQj z`xsuP?rm1}u~hvns=iiLZ>xscuonARn!z^JK#OXiT|Kmm&+aUZ^(>9`FHH^U7A6eb zS(Auukqaz~QrnW+v8s1lOg@Lz?{+~xZvgV6a3F-jIF9Z14DKFicnCwlAOwILk&P9T zNx!ndn0LlNd9 zJrSxmLJfwgp)j=@=Qy(CMC*)DEfKPTCaP(&oTf@CvX~}IX|jwWODVF1A`2+8C`{B- zNFxE4l34M5c1C0{E0#;+xip?f6Gb$^+>0hlchK9eb1j3yb4V(Hmsw zDj7;9(d#672}2V?NOA~CL%>wfbt&Mv5&)6{;3e399r53Q{V75JO&Gil`?G>TRuISt z_%a|*cEFn-@DxIxV!x{rbk{+i&VXko;FZFFnnc~(+uM=wn%~C9gC-odhUw6~k3RmS zf7*N6)1LOUr#DNVlOQEI70KeAHDF)|qz=Z;U zQw;Jd8KW7uI4G(G8Fp3;iyN4pGJX}rs|I=1K}lnffoL^BNqs=v7?ic5%5I1;Sk;A8 zy{NiBAZz#YY9U@VDsO>h&9J-`5;h>}UVLc~S-gYkhM8c-;$8nf|H@O6t4|8zA7RHl zxNzoSbKUPSK@P5L-dJDQslL)~`j(=ACJJaayy^|NYQv?7IAj|R1!dt;7B0n@+Ga`9 z0=dS<46~SSiZD!LD>LNk0k)Ou^2r7d=?<%F^6xVh!@O7n4ZTa3B= zjG^I}t>?VH?$AozAye}yL;X=*?V**LLrcYP8EW6x*D{RE)O2{c{LQ7ZKd#grSgAd@ zQhmU<1J0Hz-(77uy4t{eLStKux%2Ew-4RP$thqJDP<6nZq;2JP}+clE1K5)r5ofhDg2L$yXx5CFR^v-Add8Mel zGa#r#B@IlHr}7ReZwo0}vBeHt(}yn)5zE8$>hzBNaGEyGhu1ipcFC4owc(US-O4DS zWsGM2C1%5bGX|1Iz3Qk}vkB=pT~f*IUoOOcX6n?#v$0>~Tzr~)=~-pY&ka>?SvyZU z1}*^ODZum%h+B+G>JVuqEGkDNl_6ObCa*!I<*2fO)N~Tdy@^Y^MkN)ftQucr5y~c1R7gk)QEnz7%t86L5pFudP7O@P14AdEk+Xq`i@w3r zz`#*p@Px1Tlz;dfIC{o+=dicuu#cUKdyLfPhc-bOvN{Vpw6I+Ry3G!w`2T$rQ$9BZ zc`27Uv@8pz23nrla<@ zcWQvJnC{XaMt6*9yX|JMaEk6KyEl7>Zp*+6PgATEy03`nuZ+xflcOxWryOg@B$~64 z(#wI|csM66c<16qF8zu7)6ezo+qb>Q|I1KU*l7V2A{TGQ!JS3S%aIKV3R*si)93#VMK)+U1czMf zL6a8JD1?;@jKVPth5*;P!>F+=2^erDnO^4hs%Bajr&{<-%~>6{ziOekls{M{9IO)d zmx+g%mD^LY(3wBek}+PNGEkn-ksH&TdY~}wu)}q_ReFs-u`OZ+fP)U`A*xFU%D21?2>x>;1UDjonwAsbY7GC{2 zyR;3k>NfW=~0p%Iq6lBJ`Ls5Qos`BTOvGa+$BTSIhc(XFpdK9Qf1SD(e&R9 zWSz`-{l^EN`pkvjJ?GW*d-W4`RX?yg;Z`tSGq-lcDsD3i>TRMXm$GfKE3Wn0TlwdY zoc!f?nlHXRS$S3m7to${OJAk!SUGU%0- zI_8tDGYL-aEvGQwEvj&EOH6ZV7H)A+-q3jUR|kIl7`N%Hy7!X2=aPOr+sZ5RDp)>s zFKC!REo{stMl77*8W**2@U>Y`)+nofRao@=V)Gk_u{&U$rQ9N~C|6zo_oS(L(<8tQ z?IBGeu~HY(mWIqDgja|8bRmxhbE|RBBBW_?@vgdr*Uhsrs-gEdtT*Rt-eET!T%OGg zuJci+B4`u%&GW$8jMp#$uJ%~@S$=hyZ@JW`ErGP^?-27T*@&j#h}|f;zrL%_SkKT<5Q2POkIUt9xm`ZMXS3OC zR;$PBcDbw$=YQH?1phYC;Yc_Vq3JM5(ildN1Wn*!ILKT|KvP774u>iFen=xh;0&4! zf&k!iIh+=gMWl)IQ>TYRjQ?<2BTH{jP zt)=?3<%Zk3#*F2rj2$!DZEZukruL?$=BBpxmb&JKruHVY)}<`f-_$aM3`|@oVjy@ z?BmkBQH|-QJ{S-ItB=`1dZu$vs`U&3clY-3Cyo^&k z2AsukGS6_c&T+CX%x9ci$cke!8?)n?$xYcy@qhMjdcs(YK%ea-4V zmb#Cn>2J{twyFEu)B|m*{ua$Zn|h#KGuWZtouLlRaEEr7!DpJ$JDTxs?c~7H%&1{u z!YG(ulkm(+(YjV?(`lI!G^-hK+5KJ@4Ej+f!ZCn{?pNRK;xiH_cD#pR5QA6EX3!Tv z7&jsc!ze+JpY-c`PkY+aKWl3%5{+(dZAGJ7TTF@dW{{@9d(n@!w(dqZsc_g!k=8J2 ziI6K{QcIJIG%2Gg8BNK@31CvVjQM%M8^Qp$9jp(G6^DBQ!)|oiy1QCRq`(KEl||N@%i(B6CSHizISr zqJ$&Cl7Sx`(4GLs}Xb!1w0Eup9Br8 zY|=P^t`i|AiTh{@p+XRe1~Bkn*Qc3b#8#ofd5ppxUNs+XF zeZ#lB>CdA?H4x%AOijx@~R%j1}Cl(KLM6PqxMW4Zxib&^_RN2~&dnpwD%l}oL$Nz+2eFp29& zJd;_f!aoXb{6v)UJpb|&{Dd!ZVjrG4xleKHnc&Q2Tvi@7^hX`ys8<#BYNNj8D6qT% zEN^;L5vM%tRBXDGv`rjd7Z9s+xPj?bqt-a2kxi`3V!FwYZXDB3V!H8=wjWV;!Sc?4 ztP_@ZqD;M73j@xiZ6VDFEWZQs>mWfLB&vlKZ2@sZP}&Fz${*=-D(<}8y)>>mst&AT{S9jRdeB68|R#*4FzUrW^`jEc*;8NwgD>d&MStnL% z4{1x^Fw}jp+HhD?`o?PQL1W_whMEJbH3wH351ZRgm{~{kb%)p5&a8EuvGpWc+T)Ck zC)eB0nwpLo8$Vd@it~)7xQ4IV29v!Lsn))Wj-e|~#&MSH8cy+yUbl87+IlZKhpu_X z)2-d{)~-1BNQ!g#nyoj{Gjz#0eAzjezhr3 zmPW{c&uSP2CNnU|P9Pu-x;KKsk3z)mAskRCQJb0cIyZ4-0|61myz%HC7a!WUVPF4v zdzZ-i>o@P-Ve?7y-1 z9>8tn_uaRAcXk{nd1J?MVxMbV&*$zq=N8*J`&_Q*PC7M;RF^1;YLvv@MTxyPfW7zL z3wk3_i9&z`Q5V=ex8|k-kEoj+%pNk^Bc?(+yx16@#hRa`~7}z zA-U(ll#`yDe*kX0=U*8A<>yx(=I-t7WuJUwGbhO{;e}w2Unz5pk3316+}hiFdmrsVFys$_ zD7FbIB z68DoRO!+(%;2_<03iii;7ADfM{s`x^F>fU<=hNG0PeH`(s?(3%r@Bv zh-dv00lYNnogG1Kh7b{8NR%cJ3P)%%zz!9p$pD4>X~IvF0ft6t8vmeQl@CB{2o=MS zB#B}86Vq8F5_#Wr_W1GR?S0eP6K@NF1rZQ%ts6FVVzXjqO*&-|45??Em9xz&Q;q!o znuVU~rQXVgt}fhI>n*y%%{*Ry>sRTgzH#ms zpL+QlfAO!Mf9kbw{l&$f{dMvypUOSS z!Ze+$8@s#QahhNL8$sEN;>zEuIIneI{!;qa4{?6*bp7)m%KrRQ34ed6>^Gm%RR3Tm z>zka|PbzAEv(|sXHlO1Z)j{$WVb*KyuY7qR=10S^zpVS^XYYLW(Di4Z%Kj?rI7|7L zPnaf)VeJsG(vMpCm`jGam)XQWK!XEn)G0^V+AJw)7odht`_vs!QXFzEQXUxz$S6QY zImDDh#CYYXuEjbQzcF&zJ#lvA+!spO-|ZuvKmLo%&m7AC#b+T!9U!fTRDCXWze~~M zTJCfzI_#20yQqFsSid3SPS$5sr(Mmye(KDxe{${czn=K%Kb6IPb@2XIryu-SSoONP z(zqe2vq_sl<1}QN zgVzKu?UZe~Yq9pSVyK7?n9ZWjwIz<3*SIcf+Z1=$75y&FxJNhcS{--mrvSs0*EH>0 zUxe2eAYG4jI&HQ4{O0&&+wASlh2)Ldr1j}E>%v3pT$W`jW0PO*R(8YY1;{i5uoY(G zfMygnOv3sx|JodEnu7Hco|SG$!S#xZ*1F>O`Cp#T`@4RlS@fDG5z8#3s?!c!(Dt9T%*5LT3Hreky58f;_CIJle{GvP>z0%t zrg_Sv4QvWv^CWDZg4yK8X`gw{XI=1ZEciDT;q@hWb0q+*2SHm9bOu0Y!0SNv*;x<- z0$z8(>;6+(Bk(>udk>%Oo6erFvnSx}J$x4M;Q=3s1*rF|XRI@dHAn5UGj=GN-2X@) zhCmPCa=Yvf+q%nb^LPLd^un;$>D>IFSDpV`ZqKMB2y4~(gtIcSzs8);;p^-POpBd1PwCHe@6-T?UKE8ZuY+so82nmZ9l^q4|NHo2}=vX^pGRIhxuGb@e`FV_{i}j+3h6 zq-*O^H8sgA<#*)83F3!WBREURPJ#P?smH z6ke7;JSWRPBg;P{$&HodoR((Ch%--#*f}Z6JS9j!E=WJlOFh1na*UUHjGuOly(jIM zF#Uuu^OQLIv?x19oO4=|%ceWNH~Yr4Ck{1X&KX|DnWcT}*;2-tg|yR4>8F>{Vt5&` z{4AEB39>KnvoDD9uJH3NFXdk5rfAMs)suFBOH6R6aBi` z5yR4?Ni=7c^EZ^z0Q5i$zfG;uVbr-SCcw4>!gNy8vZR0$ME z{Xst*zzHG{#1MY~hW$8>Ga=^fci;Y?&+!8t=zqE%zqPl!`_9hJ&i2mE&hGB^&UR!c zOw-WLJAd5X4u=_-VeAZTq-kx4(lL}K#EycYBq3THVkBWk8ev2sY9UNcg~{o^ND8x*K>DdrH#W15GdLlwkgz4cB-5;jALsUzcZVl5NA-XHf^hfBv2+_?1+bFDo zrkWYDK1@}H*^aXZG?_z_nG~5yk!duUO_RAanaxlS7%HD8AJJ5Ch$>;oM+{jUBFn>M zX_zbtk;UxcbZwYTddy{ry#2??rioM%zr(QjEQcgAXzVVF&+tSNze8dPBzA+sZqryY zg(c#Fcq|Zy1!8d|Cg4AT_)Y|TrvmU51ik^omk{V`0E$Pz>wfSq0;M8QCIY4V!E~P| z4F-}ScM9yzgn=B;nFl&bV0Rnhne=&hK0uB_mbciFZa74fG=@cJjK-kH+XojC9Oys? zI?#a*^xt3aMBm*CZG}T&h7P?A1;f#BI0%M4#wetZcvhKBVPLrvk<@~755f6Io`q6q zq1ZE#>79KDE|huaOZ~zM&wM@$KKNy9^rDo5sk{B6I{!kUpI;he-Dg$UN>@BIf!eTwF7PDf|4A7EIZLse5s4KV_Q4wF884f>@iUOtZLghBD2P#tC|Tk+Lk& zYwR|;Hba`{N%K5ySq!bS;EXme5v(h%-#wl!%KYil{cj4Ap6A{A($ck0%wK$Z?!wcH zS3YX4c@Y(4;)?pPZ7J$j>^sg@qaOA);?YK3E6k=i0;nTSCAlu3EquZ>PZ($EwfT@$ zNUbfPt7Adc0ID7cD0>5nc0|$cleGpE9jxh0-HS+DAbvF>Zo<_4sIniCG{d}Vm|u-Z z8+^hVh*u5^Yy9G>prQ$px4@!WSXcw{Dj|M3EGR?7)iAHrJCg%UrUUyqjZW6Lb$h)d z-Zga3IheT7ddb8&ZR?D;G+#7x&zkCE%uR6{Z5NHTv1{BoOUrp9C(hImXX2c(cU`r# zpVw6%)m0odb7FOsN3@lPS1XUMabwjbzc*AJU8|4PS02+>yrC?5*;sSjSa-rycf#6w z#?lmPsCm=EjkB~~-0Z*M=uOyYzPQ&0Pl9vcHaMLPPO$rU z=L&s`WsaeH-l=TQWHu_QffmZW^W})R*)OQ_^DDr`QXj7>D5@t^J?L^rP}YR2`%zUt zp&be;yGZTOev)TDxjIIfW+?Ma*v608rD3}$WD{;VWm~T0ZD1whl5Bg`+a5NdF~XMF zsaW?Jq}>9P5vMfll2L{k(T(R9VxF11@bTG;pIo^9tRU$dg5+<>vwvi&ebd@{(babY z7`f+PD)b905OGyd#=&LvguEVCwc@H~)^Vn4C6z6hr~(tQKrJXNL6!;w{92ipfuneEHxk;SaK^U2_a~uhDfB22IR3on=%>+3-^3DrfG7O|$v%uWrUkl7@V;tt zqK%kt4RqxC8}Io$vwXcJ@K__Z&==&UGR5aY4^I;h&xXgj%v2lEUqK93(W6b|NHaOq z800>}njWH@T(t2a!hH~^O@WK9!VfNc(_*|yue%d|{NckEnsFAU6kX%0b&7k}XM4){)8IJ*VZ??CtIOQHcHJ15otsw<)jF z(q3oINi^o&b@jGlO6evy&okQ{3hxkfF#Pu3_PcvDQjLRT=WRcA}x3KRv8V zr)FnWv$Gx9-U^5OZW^|eo{b2NM?*}6rb09sqKFUbCHgNGO|zyI6h$!%i$o$%d}nXH z_0|(`wzIPn-8Y?41i2sA=m(uvyJ5wwm^Depjp9-De1~SXO*Pvp9dF?ERWEi|Ep(O7 zcRpcfWrE)F#m>UT_Wb$QoGDJ)XzjiJvV@KYan*N!pL6Cr*M9%$Q~&a@6F>aRo4@`0 zl5=0Fx$^bKyFcvC{N-rTE3=hHMcfO^9d}kovMsZfp4Bl>-EUjSHc#AEwx1N#{A#h} zhqI5qIhFgB`J69xp8MP6uO2FT?&*qee(3JAA4>Stp@h#Jy7z-afB4j)_#gk3dEm_2 z@b%4wT$i*SmNrT5{oCBBFH7#cG8XrXl&?O0<=Ll`zw*reFFtkhZw?Jz`WCV_=v?l1 zD+fUB5NhWUZaL~!;O=G8qrw3t?pj7|(x6R3xD@!th;t#+%P$}|CTOpS00g9i&j4}; z;MwPH+edFWXS1wbryG9t@zQ^Ky5j3kH+=m=RsZtW`k{gdDC1Y1o4k7*T5fhLJ2u4) zb_v%hYjP@@ysP~IyJS-_q33mImzor_wQGE?L&i~b#*gRxM$m9c+IVxN?t->6&d_(# zGIU~X@Tj5xux&OCvrLd45edjhuQCK{LXegLwKS-vy($V=p#TL1$WR+EU|pabyyd3z zo5ETqV5T4~wmF7chTW=O`*PQ&tjRF>KsAu+P`2A-?Hj`Sbx|E;ULc|MfJ5mq%mDfc z-`a#}G{Yuo@tAq*;$GYGuuC=JSnh=k{g8gptr>Ld#(h>Xye@R>r`-B6KtJv^&LSI2 zuxVJ-a8^|EqNV#~bKjfR$@ulD#I^Bc`@(~bnS4Om9tuH-}D{dybfTkC^+8+9qN!YaeZ!N3~VB zwv0AZBFpzdbt~mFQlJs{=m?LRa4iGU3fufGhz?);gk?gc^J3v;F4m({-DmE|DjrGQ1?GcE+I zJY;kIy{+N7>o?>|<9rlJ@%p7>d&r6=LWx!>~cM z?_D;42mOc-ggh>{-E3ahX-o>KiN9!?8#Rn~>IWNioh91lN4mzGRZfPkp6xZ$)}?D| z)77=<+WHJleTJ5k$&xZojZ#I5$@M;H;QMX)H|>Wyc9JWBHkJ zOX;T<(_W z2iN!y69fe}M8&s7MR&x-iL#O;c}0r2B1K%8Cay}C)nv+Qvt)HFJCoJr39B;YoCnK| z1tTyisfkSs)2U(V25U?Q#;h99qHAK_peS38sW6&0yYGNr7;t-F5W<4kK21A_a6Hg~ zJ}}V?5s5~qkUO%4M7GeK$B(ymcEVw1YdaK;;vw2ilj|XBEkql_w3Z>4X+joe6B@+~ zEo3NRh!KStVVEs7o8C`i9N2Fz>)D_FFg+4slNblWbXSP(57EORrawfthbc~&st;2Q zVVWDJ+aq*;ge^YnWT@T{)y7b5A+llLN>;#7`4o{(5y|XOsT7q$k#{Nb9!;gvWCla# zGgLu{EMUE6RAGdw4pX&ZswPZUhN-d;RYa4SG?_}1X$+Z86L%;)o+c7P#65<{pzyp9 zp3C6LG=87LZc+G63cs8%D zc?7=9I?>=e2$Z%zDSmI7&yxy!QXn7|1TrC4p4XA#apr)|>VSJB;9UxMML}>i911cd zPGdMj25sz29 z3a&;0CABuswseVWy>pNJqDqig3CT(q=^7 z4lh;s7E9Q^v!(KYtPxjsgZ!F+oQte(!EL<}$vX(Uc1UUInkovR5 z+t2Znz9YH+oZ#l?c-KEZck!8}D<2cz{S43-hYPbQO=rX=hyp8Huwe@_Ycx&@`*Y7PrTJ9<-(!{pP(LEs(=O6&{Cn#^I+Tu6bFB|JlnK^OmE$6JQ z=k&Fw%=K|=jpr;a=d=}v^>xS1O=s2`<4ldG^)+vrxu@4Sv8MWyYYiuKHAi$6udUX; zvBr&EZ^_$YEQEF)SonSPaA7b=&O%ywp_AyUI)hRTbj>0x)ba@H`bfZ zT3XJ#N7I0@OiRaA=fEA;P>N&du6^K!dz4LIbPnEi4BX!Ax(|1!`TX+=U7vr)zTHjCV z21s2mvD!nZIJmrwQgR4c6)G&iB~`en6cs+iWM!zV8kg7LvT9ORL$N@ujF6TF1vvqJ zR*;wGo4Je3-G`@cBU3k^fmnFx95iy-H-6JM9uE%2`KN9ovv+)B@$l#+cluuP#f_05NQIcN-@*VI#<@&^cJ_+k079X`Fo|zRn4K{F?%rM`9QMu6f$g<$eUUpW z#u581@XS{O*S?Eh`(E(+zaTe$8hm($8mPf%JE_?&beJ0)t`81XA_JA!bO%1)OY#OO z*=%Hao|$PSyGuf2TxzZpAFLur8>q1ca-aqqs3%4msgaiOTrb{Vhqe@B?ZtjhCRCXS z72opYU-M+fZ6^HAogM=|yy(k259ginJvbLAx(eo=^W|TJ3*-F{&wC55ddhAil}Y~E zbhIVk*O-Ge#Y1BM+m9f5YP2(EDY)wfpA`C%&&g_8n{duN`-fuEqU!_0=D0 z&;3E0m*kxqu#dICrsci8y~jH{fpEk_Gwx6%`VMPQ`>$L`X%eMLlp)bjh$L+m25^P| zSJ>&G0Vf4{c6N7mcDLW!-F|y_=dH)PZ#~|9yt~cL&el#ex)lmXLZPi_bZ2M#@$Sz4 zusiSXzrV4w9auB^b?UvnJsb_7kjH1Y;{o5>`*u83tB9cRTf5tjAF~JU?r!^C4tCtm z$B)@dP@||f5_Crp=T?Y_5`jF$wLF|@%$;t`o~%#luSn=BI^UG`deNmHCcXab-B&)9 zcj~j1SH4zz>)UM^KbfkD;WwS1t3NOA&s-TT(o9!aMQt0RHnXtBZJ2g1ckrrSmN&er zYJOc(`)>;+KUgaH(p>(hW-|Vv=lsV~zwx1*uRK%t-4A7c;ZWkUPo4kAXI}lnGynRJ zhnjDF+ctA=ZRCziP~wp{`ejY#M@LM_Ki6g)sekcvH$HzT;fv2a`1aGM|L&>7A3jv^ z;Dr6ay}Kmq#-g*jOOla?-6J-OGeqNdhVgP!l#OZWG}S5$TwRWmV3ZY}_~y z0wpvc4tquLO6B^txdAz{Td*{vqSpL*?K2NdA`&$;uNbK#JLfrooiUpL?p{ z_s`j83PF9RTi@$9^t$CWRzbPnCUhA@E7RSIu}0;5lX9lsC~Siay>@vs;oU$sRJzV2 zef#T{-j_73f7qBw1O!>K%HNs#ZZghU5)hMsl=3dqppt=Df);|bG^C!y^u#;e&BH`qiCHd(7p+G^(4x>v_Y*g|;BfNsjE z8uVLc-7=1C;o+vZ$fjsFEjF%8y4|a@hUwDft|Yg#9yE>mZDJBK1suyB<2<0B^ccq> z(-df$0WAyu)nQ@9Vcw(ftk z%>b~{;uKeTBsCs!t$V4^IeTw&{H%5KqN@Ffrt5e1xhu}OTV7$dZ@JR3bZ>L|@)j(n zty8F~6xWuK#xii>m{U|pBWo07BD|}VM@Kltj-@pF;w4@Cud2`e?O54qpP>UX3<0Zs z9^(LL90QGGkZBY$4uiTLtE9lKDEDeR)V){AkNv|+%a5cDF9;fbK41A0Y3&QJrUtRf zQI`tTjQWkEZe^oi*XCaz_nJn*wMjOz(lQ&c@q>1LV3QA8BmuV}=(PqxXVB{mg07$! zVA+}X2|N3D>)D^V&pi9qv;U2n{kiXq2>K`tp@<+!V(+uF{r4%$&R8H$kSG#_LC6cZ zy)LKQVKZ-7j25$L-QsZAyj#eBokv}tC@IMl4~t=4xIX}DR+nhYH$N86C0<7BOJ zv$ULSZ37$0sBOs9ak5yK87G@Hov{QhYqcRm&&e`yGxgjoLt~b*>Yk$Pj=c1iyyT|5 z=!U#FK~{84T6j%bbWL7-o!uzB_I|sWw)&o?>Ylplo~9yERd!QdaZ^=xT~%^TU3yJj z8m}zAtSY*oEV`&Hx}bP?PM&{O@$if!Zy$tZof2oA5NDncrN1dkKe~ATRbI+rQN~em z#+xE`jtbL{iZhOhGf#@MPD-;*O4&nBO0rL|94+^>BrjH+7bnU&&Bi%qofc-s@G?#= zrX63}A3;`(AS;HSd0LcxMwop@locn;j1^_aiF3}0b1sN;FN$+7iSjNB@-FjoukiD) z2_Ib-72XsU+!7bvk(J$7RHQ1Z(q)xt(#ljxHETVS*JaD=@)XtcHrS>a?$8W%u*htPrDmF; zF3nJvdazS7)TtZp){Jy($9r|-y{nUhrn#}T#VLz$(JT{Kl(J3Dvcs_IwwOVi6?QrN zUM~v67=qwIl-kd4r0MtGaU_cQAs^uN0d9}i`(4BeX8UD8saj^_tPb5WPgx z^E9=

UgYF+|UYsEIH+$dFw$*+!AAG}%UzJ^LK3gP|HjYycxCOtpomwlKvFvEZzJ zKb4UiraB_bV3Zz-FvAgMEXoW<=-x1UNO_2DE6byaY!;u9Df<*Gg(j0|GL<1S7$TcZ zXrxL*R6&@Xk_cTHq3R=aLzJ#(J!@1hi`a-1ngwTR3~`siZ!vgc2)`e~(-=HAglC8F zlrWJ(VM!Ero52%lJdwZ?2`rgJQ^?>A9KApUFX6$nSRgitoDBMpp#IZA-vvK>4)LE2 zz~_SS#UOM$2&EukG6E+1yeU3Uy3dmi0rx?766j9yy6$^iDIRAg=qQ35Er@#}=oJLL zt7H&-``te>1VrQB5b27B&@cr*jvN@!4s@Uc9q2#@`fsb9@OC5;WoSGUiEeG}(0(A| zU5!G9FrbRqrR3^ZP|+EXaQ#cg;6jm)R|L-Ig9`VG@{aGRNe%M>QF@o%&&!obwNcts_Y5KTMse720@`&^X5yoUP9@8+_8dNLgls^2X(Y zm*($2FUk78B=bA`yZXdH-sx7bfz453c zE=9;L2|MMqO-yeHnGGJXIzkzz@YP9*{h_m@VK%55Mm0l0?J&MNhA3K*<#wN#80e~3@o6p%Ih1l16) z6c$#3i^b0I9AG@dHInQcNpcU}+vvDz?TB~uCOGyD+^z;G{vknoHW+IsjWP0;>Ma=E}A%}jrGS@tB&aF-c*(U zLC-m1X}!4Ccy6un>}E&2we_N|`h=8{~S@5}@D@I7E8)jpIA&p!x=s=>uVU^;uBw3dT24}7x^Ju?MCX;Vl1Ecar|-9cF^uI?pQhY8&np&!F_Lxg^e&`(gtamKn7*%Z>Ixv*6jcFLnJ zMc5{eI>cKpY1AQ!Iu%j(N)%X$dX!sU?KY@oV;k9%Swycd?s!#xe&zV-znY2ri_w!G z?R)btr!W5F+_ldM?|)mB|5IK0?`+NI9Icl;{WsycJa{4B&nxgP6(LK7guDim)?l(q zR9=fJ8gW$zsp%z^O_ZvMR5lRG21?ybtTdsb(jYIFkd}}vIIChkXwnKoQAfziQE^dF zT!0C41BE&4MtAU@RAQ4KbZLTN)Tm$C+_Zq3*3jP8yL)@k^stAM>P|gj zJNM77_#Z;IUO?{s6i@mEcIPL-_#Yuxeh%Gxm2Anwhq%NLCooWr^i}!$s>?ue4s`23_e5wnb=)gx?eH~@K z=10DUOsFOWs!Rq7Zvr`&9GP*xiaVa-tDb^OzOn?Q;wD^?0F_NaW z)|^0Jd0@C68LAHq)&)j6_~IZY7z5`=5XDkZEurNCd)^J*uRm-3!xuM>|HOX%sQuz= zYcD=;{P7p$-}&U`>6fgD=QS5!S$~vBf}Xv-z0D1?%;gZh%iltLsTTp zF#EwnB<9~wL<~{{N>Kj+oM_+26bXlDn#33wj0BNwiljX@26BhIF52y+9GiQ4d(7V6 z?%u!a-M#-!TRU&>?!LXf_y4MQ_77o#fz63-b7P*Py=b#3-^|SqYDAcA4Rz?>`LjLW z+1vZ$-X8U5hwtva8x4A*n0I$8v>m3lXnZR~ZilIzFufBZcf-_fG_)P2qcqOoej4{v z|Ba#@F&y)H0l(iD3LE+jO?G8;v|^IwMIOLlGEsTAe1<`trh>ctp3< zqnhhb&$i3QIr5PP`50H&U%${(IoDk>(_X~us}yvX&b8!Eb8|;)(?{#mMyl_06<=)5 zK2m<|$7!#BCiB=QiY|V(GX9I)+uv$U{o!EIOPZ0SrN;Bp-jp?7onfigv{YqYs#+Iu zT=G_Mwb!HO@M{jwKKw&}>Wg((zh83pD>dgoQ6KkI#gRkx$Dhvm?uRnI^i<~$o-X+E zhwl92GYMZj)OF!+`|te2YFC_nF3&QO>=9Rb8L(tO8N0h;x8V3_rsUJ^x>rE zo+|&Br*Ay_^s)cvsiZG`#5j-wXa}6qZeV!;Q1*H>eLmAT>5`Fvk|k(>k^(f8TSGXc z*d`C(b(T^QU`^o3k&DUM?$->ItbSHdfEa!(FZAZYZv#J)BCtIZBbt|(R zBd^`A8VcBj3=ZssP@lGQ+yUf%lj9aL9OI~FOIfcD5K?=t08 z(x8d~)gegDfJz2b(%u!?BPCn{)H>&18}*xde1>+Pp&edr0kw^Qs&PY9wJB|~ifXK4 z&bpYhA#V%XRk&LZuL&US45XiSuk`v=?W(?uvfgtWg0j`A3e8NVN!adQZmNp?TFr%D zqb^avwL(B9#G!=Oc^>@)8@Fhj@|kD+#+jf?veJEPApKk8InT{K{I;^?<@L#%o3lyQ zsYL5cicRoneIaLaG0!Qj238s!;tKmhrgJITBYptNa)6~P(99_#=NG((KbR}}v7zG) z+ZfyR=GS+-SDHN1T3FMxizrD`6RIl4w3W26%)tGbcHmZ+uu`yzh72@l2yV=5&R?<3 z$0}N0vMweE)>;8|gG<@$)^>r0A+Np=HAZ^$s4{e z;eKCG|6^gp&m}eA1yzN9%M$6)!K-6#DHo7F+!()&TZSOZ7`QeLnrGnk1!R*SunBRO z7&Oj%EYg6-5(MomJ_B7S2%sPkWRn};qh`pT2-=h4vnQF2@8dHZfeAm1``)WO!;pP^ zhWaTiKojh8{Uo`OA?YV3sr`@gDICKPpC9x99+%VUuy3rJ-7av|WU@Q#ZnqNvTp#rE z^TCJ?u}loZ2oUx|u+QuDzVq%LPLLRm6C}aV^pk?KCni1;C(uC9?}H)0?b@(ztm=%* zQiE{8G(TaS>NO5?4Lucxjv_}jmA6$DH`V30S4yv|DiYKc39RF+Iarzt5tYgyb zlhUjc(#&J*WFMF2u=q@xds>zkE6O@4&Su-tL|LbV8OQl)Z}QSlur+GgvEnSYK#k>P z*|DO`)1u56aZao_`-~*#oG9y@DEqu9_ktkzydduqKkqU>KVI-CLGb7Xi_eM^rDaL7 ziWF%@va~W)TAi+_%U-F^U2e!*=H#z%AFVVMt~3{^T1(U&6`IZ}ZD+Nnt47mRr|PO> zsaby$I|EI+!4}P6t7f28JJg{aY}X8R>?5=HHrUw4;ZD_XhkBTeYSaw(Xoh>V!`-^! zF3m`ndbC?R-lHAwW!+~pBWv^1X8wXjBCsyYHr4X|1~jABx(++-K94)_1fQWn0>epy zc)x0pWc{89!?Z3;t0Rmm%$AzTLbQ;kW*KUVrlx6@n(@N)T$mmY z(L)S1#MYV7Jv7xwk&QIfNmETURl`s<3|SGTsv}gxK0)Jz>BcDC9Hra0=$Krv_m1D2==a=*fLoyZs@HW9bY1Z}6THrQUVEy?mgcpU!p=^gYuXQpQU5xI zf)wToQ|z4cVJp2sRbODGo6wEmnn7f_16%39RNa`WH>m8w zRNaJjh+LZ`%yav6Y@RaCkj5F>vP7-Tlja3xeUY*9oLY`LUtjvt_Uuk6gLivlVZ zoY|!zyOdt%GwVWJKZWatN#i7GoW=E%sA`BOvFA%pRgVg zb9~|^zogkGsDlNy0cDq8+6*q1!@Mep&k{74Uj;6d`-Sz;LK)1j@rmkTeyw+*1Y9ig zE*5y_9=XRdy%SmPu?+WU(t67|OWP&a@O?-BEo(=-x#i+|d%UIX%39O;&Gw5M?HAU# zahmcYrurBo=ZwDgq_*s^s`M3e>si)5R`;g5^p!R4S$2PJ>}ur^ea)MOx)a8R6DH27 z_125VhBNDI7~^%eI*ogFjT^UG{pLp7g^iBOo1NF}gNeX+%4Y9%*U;_Fj(7|Ati9uk zi>)wA-|V^J9KPos&w}S3+WPM}hwp$hS>Bl(*GP(IG~G3v42+~ea}R-u9AGrlGm!_* z=6k2oT|;-h6WQQ=fsbFxR^zb_yFzHO7@T|Poq2$W>QH$*B4G>Q5J`hiSdB_K*m6fu z*^8^tk}ISuuk_I4iicD~_i zei`U^9h^%Fm={8!h>H6fv@+yYPZ?(WHdNB^?pw46fQOnacMrRhe~aY4j%2@#7aSq- zj}ker2a|pqNPIDnb~u=S4y#KFwm(9;O3E=}1$0up>LrnGm7g-uYMbnschEOabt!4Tn-!c5^@7G>=&U*GG$Hg}`UjK#Zr(ZLD{~zRE z{OI~mzomcSEBb%^+WM)V>u;TfrGmY^z0_~~&4gUKY`5+1Y(L)K+TCG&SdVwv9)Rtw z=yo)`6OHVU=oW@V5imp&Ap)oH|38UCEQuqqFhy=hBD?G(M=b#qZJI6JNM-3@4y2K;8#Mdn)x6Nhu%+>epebqsY z7?mM583d1OfpZ$50ggKTKz=_wP?lXC#5+SilDX zfYo5rO3dEr^mU1{*+7>J19GR<*?Z`Zla^(3lKl#F&-~Zg%pa0Xxt)RVX(xWB;6`R>;7h{`?_~s(zmijd9*0I~5w2E;ED2Fhp@As>?UU{`k zRO?%5SJqrh{o2QtIaw5_hRusU^DJYYX?*4ROP@M)?C+jB@$83h|MOp0ymqMZ)S-sh zkFAd0hc}k|HqE+hQZv(}o@+LX`|Zjh&^U>@B)CgX+B&=Me!cGew*rO%pK-*a?)0tp zfU;7bES0j45Y|q@!l9iLG{C1kQVNiffP@4jlt)IhKuu10q_lV0qo{Vvi+%b=SlfW; zTOdt6q^@--Du9)yO<|=?)@+k^`Zt8AON+TwxOM^(4rRW5N6@@3iGMN90LtLzz zEY;6fsi#UTOXbpzTiV%1zg-&i=m^M!0h*vgimcBe)>&j@+P^*lS;hk9Q4u$$Fa5it zIX@iA{Kk0Bw*-~HUhR%E4V+z{xM5q&aR`e6d96!cYZsT>g(VJNj(sL!bM(BL`>G`S zdjoNwF8%E@Q(2#%EBMMn!B-awzUva?1dYSU`b5w?i(1C1^Tno^B3LXB=1VOLt5fe)Oj?mfV#t@>2hmY+$ye1QSa5Z zJ5_D=l@`0a0oHd;mLI?J{X;{kUy(QdKv44o8TSQI&9{N&2SMvn&?XO9<~HXG+~Q0_ zPmE(e1$9ip8#BI*d1RBn&&~t{AcNLsZ0d2)rbIlJz!QAt1%h4x{WD(1HlV>z0vrDw zoMC?N`+a39yPinvNjCo=`3j}=-9ku+7Olo07wZLc#@SKhSf^pIeyz8{)KOq+%QH3St#Wczb(xxmY+dsMeRIB+ zo4b$Ca`lZl`sQ4HQ?8zqqvvGnIk~G1S$a;Uz9B~Q$0GPEI6YqIIAi+t9*1;ksm96a8j0YOqzLAly*d%{<=8ruq6F;N&4%e z)YrtRuS(Kh6{o!-N_|Emen8+C)tx_x%GI@G2eYSRq1 zv-oVNLo?E;{j<@GbZJJrbtB!n(cab3KHXT~>S(WSq+2uEqaE$hjrD5Bx;5jy`l(^# z?3iI;%E+5v6Z19{!VR_Ds#7~mde4Rha@c%;3xU9(--iYQIEs-tK@-%IGl#^9AQC`) zejn`f`d~jA2oP8>5b(i12=al@0YN*^f&O!~y}iA?vqj+wA2jQS7J@-5$za>N+tDp5 z#JEG0IZUrcXib<=hZ$vrSq{^RFf9u+k`N;a(Mt?9N>jrOH65mTVP+}J%tY8avwk*@ zkr~*BX#F9&FU0gRbUjU$gxKb?`Uu?=W!kqwom))THak6Aq2VoNXq)bjGQC@&v90jz zR%m>S&2MZCQ`P&1vLc2m3$X!=6(RPX+AvicVLfFH5xOBlb0Ty@n5hoaC1I+V(mJ3|=IH7ufEz;AspwkNVFBkTZTC>pKfT7h(5l7>I?v=X~DF zKFX5 zQN(~is%V&G=s#P;aqX{|W zp$!3PoMD6V4AZczH6U&93+p|z55d`7Kfe-QDDf>8`S@jiUa5EXfnQV=l(z&`-KeSu zku{^rZj9aTBecT-S$lvD-|NCO{iv#s(vM-fVO%qSu5=;NW>ndQDB1{ZKc*R^Of$G) znlR1~<~e3<2G>v0mPN|EKwEgUh0i88uCZn`+Oj}shpE+3Vs(UA9Sq1g+KSgjY2Op3 zeM_G6BV+lCn~krmH~iAZ`T6Rj=WQ*o~%W@WAB?>6_!Pyg}qF}7TD0?fW z%=?f|KTWKTk;Z9yZ5C0q2Uj|A%}`*ud!ObEAo5N`(dCyk2js1=gbVX(VP2JYp#%}t zxuzdLyh@*h0}5*4#d2V_1YD|yma4t;h45mzk5>sy=7KCfV{omcGy^V+{B47 zHJ&xr$E{W!voyw9+Af+JV>Kl&n;T+G^)V*SX|b=Rv$Arp0l>cTUss}>f<&#E^leShB0{mS;TOH~Rn>$$;hx!089>k#x^QCODH1&O87{ zQ=!>h?{vO*Cf~;|N5q_fhzl;1AiQe#L@v70L8!U|vSyZ@NjL#%LqN(6$eOT~E>zV^ zu8y#cX8I9)b&${vl7>;zI7P0_(N-R_u^6^W=nWBL6>d4@5r=%=ceWgM$hTZ8Tke%D zk1Fa>v43Jvv(1K%YPX?PmXO*cAuE5|y<+0TPo4PKM9ec|F&`d2{a3T`pP#+o69XHImXgLcwLU-Q+SC6_*jx5<;9GSV;5FrXcg_ z!KK{5Lbh)_(c6Ck8NC7zUhxfI^Nn2hk0n3@7s38>VDA~YKgQd06zF&Z?mGeY9rq2K z^bH^L3}1ycQ+s=Rwxv|V?>@bfb|(7Ay`WycQE?9_yapA-`ARP!wFz`jK30DRuech> zIUUT7K_6bgYVQZ?l2J}tptArQuOkGbv|>Im)#)E?3eI)of+1WyMW}ex$^yNz6f#H| z4L_ph(aZCMaE#;+6SLjH;f6q8b+ETK&|e?uuP5gR(D7EdyD~V^0=AXdixQp1_Z$T` zZ24DQMYp`w_k4|MzLqRsdluB5?dyDic0WS83xcDy_-qF{+l|h4qEqdGiI%`j3p(A3 zE%l><5ll2n$fkq*acr{PdGig!FaFN_(&si#{Mdf>m#e>dUiZTm#{L7vbFBpFM_o82Z-8DA6x3~AvLx)xY_glNWZ?ox$kKcOh@mp`b_4x7Q zCs~L)+fl-1#@6)#wLD4_Aq=4c5P?8J*z^CnW-gHr|NsLf?KZ|3T`MfuIr1kHcB$gIq_?mXACJZYbhsH*M6(I z`aAutH?#?FsII@Za`pG>t1p`}Vk}uP>)COuDQ~W3oZhTXwsNzqEe{;+4;`(!PEID= zUF7X414kR-`7Tg2{y0QF@uqFP`%ZM<{r1k@-rG;SY1_WX+u#eumdFLIr>1=mr>q*lY`yn!h`eCng-Dy;A zEHA8yMzr%?>iI7D1Xny#rMp*)$%rez`P+SRfF2KeOIn4-@CK!`S8`hx*7u(SSVr|Rs7ZO`wF(s*X&`|ALDdg=FqNky03C+ zSNKEMmRk?iocr$SKYaQ9AAWiJ_n&+JXMeZiOBsj;!EUEFF_Z!$gQ#lEADm;G)_{;#&o-FZ>e z@QPasY0DapJtBZM$FIN`PF% zwH9)$Aa*wD{f@< z@p(UlK8FN@6ga~$EF2E`{k~`{7VsnC5K2bK7)iz+IcXclSvZ6SeSRuSFDhxfvhVDXrSDv;bSJhUiY%kQ%N|YT1@|IkAbB>}dU(-=Q zH8i&7Xxj2Lts4Vpt$7=TjhTwZ3`J9#syTxKXXV%B71t?bR&!fkbxT%tOI~$T{^uq} zN%<9V$z^fLC2`qhdDV4!1wwEZnDrB?@ zc~6bJn__3m{sz@RlX9R*KGY;1YE}%lszy4L!)>aOPStp~V(c?;w!zMNl#_kxseaAm zfa=ki8dOdVsHTV2(J-aZbB3uV*oh z0+w0Iw<^UBt;%iCLpBTScK9JM==CB&KN>=?aERF8*N>#da0vB#eZgQL93}lI5)Ak~ zuos3sFbqQw^m)GzHnW-kwuzGX`h#dZ7AA2`z`OR(|NJoV@L@cLCE|f7>5NA7lxs$+ zVx&A85k)Cv#*2}hXoM3ZxiOLzB^IN^R4g(=X- zJu;XedSgUGl&FdkRU6m(IMEP`G{vcLw5AwQOO-uF>M2G>w!|V0u}D=cQW?cdNunr9 zltrlzn<%nIeYQD9RKzIzET8Il3}=wot&MKR6cW7~L(^m7!YE!A!-}J5UIa~vptmE` z@Yxk2bOA?_vCwfWl!S#&W61e1ayEpVK!eGlKvK|uH0VF(_Z{*=J6zUR9JXIV-~lgm z(hD8)f(L!zaSw0^29A1wBnUVPxsSlEv#{eM*nR`D-GFSjA!{~d&2<|~V8>7p65$9O zkH`KLv6_@jr$Mck@M96|zj!!cGn?7WW;U~#&HTTY2!Y1Kz6Tia0CRr)PoG5nt{9+> zgUUESL8XXsmC($g%89UgCL|pS2-;z0DM-%;7Ye*96<%hUms#RptMRW@!px!or=9{I zl7XP4A5#v86~jS6XHeJ?6wyM$o}i#BDC`c)hY|4rBJM+E!?mX<_9^NZKEk z4P&ZV!T_^COuw`o-f+!uJ(FT*ni<@%xS^pf5yoYVdY!Rx=27K1s+d3|{a#L!dnR9e z|6OU>R&Cvf=C;GOp5wq!lCl2x>ca1dGQSItUx-Lra9MZEvXs~WD-R&mx<`|MRO_IE zv{UdU<`hOutGIEA&@W@kXxvCOwx4=$C$i^UK< zAEXyJr_zDRbmv4GG?!-`{K(RG**$*KIeODfJ8x`1Z5z018@Ouey=Kq9iu5QJNc>=2KYDMXlLyMS3Hxc!01hQCOxox-@jZITq+5yRwCRwl;47i zyHIflDrrZ>t(dSAmv-P(XJZF0?Fvh1VL?60t|SBvgs>qbY{aEqn6!sf4-<+3T+|t6 zmmtfTq2)YuDLcqWLzc1w%uL@xhHvI0-^2y)*jdlSMc>3V-`FL1_zXOB(leaw9XaJ0 zKI$Dk=9@U>8&C2K9Q1VWfx7pCv;*#utA74qJo3-z!;cgH@@bI2YALw}l%Dd|T?^6* zu;EI4ypEV`M!WK`mh@oxC8YcsQgy>yb;DPm>Tl2W4pf9@+CmF`$l`#1rYlJA4zG-$ zlytTjQL-`NJSkg=C^-=YJE~$6k|mr!N3dqF`ToFo8@4=&vu1;%ZT_+5z-+gFyv@^J z0}nNM2I}2)+3xC0NBJ#V(M5adHCNS5s6GX1xa)1t2=o;M`wNlYB42lrr>_|9DS`XT z;lVQhXcM|Lgsu*TR|W~*G$EuD>W)`Oe)+=i&%QeS#t*p% z-duX`WyPu8qNEQPAHJf>yXESrvRB`8m8V#;&Y4qAx(cqE^Dmn2oz|r$DX$+8pZ`#L zd7t>o0n`1f!GYZ1aB-lo5Nf{dth?r@x$3OGX0N>DuDJ%cra>*KK>ZD{;TF`I?xEdt zwr9D9sv&w;Kr~C3r4g$#q~RlyrI473Xa(^w`lwaX%%6(7bWyJ}P7)!{|E`-sBuQWx z2Dn@>1p0m6Kp^l)I(x9b{>dkwe8$eG|80no1ZACJA;b&0TxN|~&N1=n+LdADa=)0~ z#hq-Sz}al4c(zM8)3!WRG2c@{ri|CyNb8R_uZMl<8nIko~yNWK>+&q|@^h(kj z&%O1%r*{4Hshq=KDLwgDwHLnKdi{G{cYfNJ_3~KJYvUzf3y9OAbe<~JXfH0&Kd z`Fz!nx8(oe$wSX%(p?YN7{}y&g#e#H)wcHSVbteftq!?yE~F-&J=f z`81QkBxITjSs7vL z9A>5Cc1GB_OgfleVU2R=lwszQbt&B?tc2wiURk+MTIm&+c_k&FpuoW{bqLxZ<)qiJ z<~MN=<1}g>4H+kbrn#_-8+Nk2$^qSMo?$*$Ia{P$tdUI>n$}wU4x!&A^E+j@&m01j zgjZ){cgTCsXh$#0de4e!r$n@5e&=yX&uKx&32w(R{mgX>Gu^(LZ(qG{TPd-w+_$Wi zS=Y*~tV%1l+RCoBtW~)94W{XPtioUO%73($|NYg1ABpOJwOaPQ)zTmEs()*mzJO?G zsChbUU&ic9s9^-vHe<$qkF?w`E`#_rpr{3qwt%XEuwylBWw^Q74(3to!T~qy8X(AV zaB`fy`%X~P!IEzxo85toWSQtl<5LI^xxSb}0MJ3k>d0N(zo;j(T>D7+4=*Q~y zgO!HfQe$_CvAam$U8L?RR&_i&h0>NBX>*RWDMv{mv)qkQvz!gl?4GJAOWm5QY0uNN z=c-!nDVs8t4e64~oAQbqii&HpitDn98`6qvvhu64@+;DcE7Gzn;*v|k`AShr?}c%7G^3P_t^Z zMK#*09BESyx2r}v)#Ehvc(-!ATRG9Ip6pjm^eH!vX0l&9IiQ&wP)`kMrbm<;fJ`$t zrk)+84t-QLJF1x8c#%G;raBu(wTub%!lZg(TEm>xt}t}$B_nUuEaF<_V!K-9GUx!S z33A!|Fc|Q8kboZz1;gP-??gNjAsz{6exKh1!vTK~K@bn+I0n5QFEz^Q-E1w}%x3sKOo~#PmHw2BKkO~Nsy{oL=huJF_IUJaHAxPj4Ve# zJBuVS6OD{+44I9P?1)BcW0A&qq%lr5#v`rqNFxQ#h|(BQ5~b=KD`OkAjd8L*zQNZvoVEK=JUfPE zNAaQaZ# z4TsL5$eB>^3>rKZ4D1W|_xt^OeBKXW@O8lbO9FmM0@ z_CdgY$bB4io(ApbK>G#Ib{Vu?hitb1(_NP?129y1Y{NlFKoX&kKY0jRO-{Wg7C~c? z|2vf?o7v1}HnW+{Z07%Kp~}h#G~u^D2ss{x90@!Sg$*$`#T{aRlqzgAuHx!BOgoQC zhY)VNZ>PFm4EuhJV5ZNH6n#2uE!nllU=Ly3ip24C-oNqMCU^PjNI%Hy=`rBH{rby9t;punpf)*X>u=?J~9;F}5Eww;j+|zO{Pe z8$$=Surq!bWTc_IT3ptXu(K18ECDOmJ(_h$8Fx!!4iRbR$6O-P$_r~LDi>DH1SS2r zdIpha^_8fx-vwGL#I_}R_AwMGxK%)46aS+0hbN@3=Gke(0B=7aP3?wLIIY@TZ> z)6{p_HG13Hzro9TE*RQRn`q|^UFS?)7j(@hGz~{|Ey?=!Gn&TZs;WJj`eW1rTI(qj zMZS`iwfmGcdz5ttWmS8$jfV}b$(qKa`nHoBX4!E=+bMnPS$)e%ZR0Ur%SmJRg$*8e z(a?Uz*mcg>dB)m*g_6$3)10HX;Mpwu;0K>lYcZ}W!rqg{(C9dgoa3;&MT-=lA z0ah)|prcuaD&=KUfAi_>W)Ekx!g%#t3mX4`sam@^&ox`;=gl?YDEfU7H zh?PU=8Kh-3W@A&h(=A>H#0i%m?%;29GfLM1NgR-_!-@y6JiZ~IJ%AJsJ?eEpny_5L*JjUrlYZev`jx-uWc*56_?D(_x0QCr)_>VGbQPSq z?ODk6GD{FvWpK43#A`sM-C;>rSlAxowPK<+OxTPGn{Z(>E@;BVZG^0gkal2_CS2S? zNIR(ym3=Y&R75=z;x&iXDg%qT{<%9rMp}rPIZF+%79h*H$kM&wVpd@Gws-uZXY`zR z@`iWp3ebNX95@9JorDHY_(o5AN0NMFCw!C1o{?j|!6V+@eGqLo+sdHsj?jf!Bf^FGIS3WXO8R#oVMjC=s zt$~p`|42=6syVdKgRKl>8*Pn*l8Z~1BNAprz8X=oNhObvuVG?lm^T|3tKwJRmj2}H!tZ`%;mcbX&pgKc#$%#yKhAsp3)WYkcW(co_NQOveQnF) zm$vYB{>Ii?YMvPJ%B4Q77L>_73JvKC5Pl!5l=xLj#A+r($RpHMyk(1GpwCF3g?R$` z;PgWMzz17?_0JOvE*W&ZUO)SMZPd(=wT(yViw zW^1c3mF1X<)Aji`Ej2lg&MJ^rV{I%lH58fZvW;aaf-6Ut55CP#+95x?PkeNn>d;p9 zwx4N^zQf=B8t?Q@psgC}sdJRvapYZcrJYdk{JCP^ublUit;JW(_dn9*U)E$^5Zz4D zm8YYt!=d>We6<%_>GMz4Ad~f;zC3sBRd?NGcgsz0PcGb>2X$q_J=vbVJh&$Z?#gnt zrn#E$LOr?gPz5|t0@AXyxy8~qU7?nOYi>OyFdQo+uwWY!=HZf{2NbY?s@9|kuQ}U|N8wC&y}8euHx)- zjaR?k_R+U$um0fr?w7Xz=xaZI{^=k7&9guJ=Ci+g>A9C*_{z7Re&VHPA3yTjZ;hn= zf!n-)wRShFVIQl0KfB?8q&8E{WmPfzj(Jh9Yq9|gC1Wbfi8+MC>=GA~%A+riZPJpt4Ipc3Rbc$S`x!NKb*pHL$e8BQ5bt zOFui3LXe*a2phe+Sq#$p^^1_G714B~rs=SA4RdjWmer7L)u$bGi`zAe*hm6+EMhE#+{V`DX|hAygxFUtDPiTlop`!7iPFGvS3s79}t=I)vo?i%Lr z=;t#GjC-cVJo8e%d9`E%pOx9zl{QwTb*<7ZZnH59mJ5HqR{Z0&;veuTeouHfs%4mSR3zRiE*KRqN zj@jn-o9B}N-aQw;6p%DQ%05Ul3hSm|{glVV@LO4+a>T@Gbc$&%G0iFMffNJc;ae;1 zXM`guvYA5VWS(;RX4TOb*Xnj))^UK_VdvCYnMKaEGRIP?g0|B%xu4tcd;RonuVw^N z^qE)6mYYwkwV#$wq-$4OY|3S?Qx^a&fj_ge5DcIcI|Ki%bhg3E{&Jwdu(Q8ZHKH31 z8Xojf>?{@y7AU}qRf;1T>^)iY|x5)C8%fER)Rm)q&EIPB&Cg4?WSi%IXWTR-nd z(SKcn2pR}d&@2?9co~LA(J+P+kytbuC!?_l`Pp98qk%Jz2Xr|dCWA>P(F@jeYYPU( zsBW@dJJzHhtN)I)za>3It$eu1)7cmWlOfaK26X8np^U!kECUn#3dJm_s@$< zFA7U82#U@Li!VsauS!ZU3-6y7-ajiSIw{OQARh;&oBx8pp>qE)C-I9BIMVY$<={p4(dw6NP zcxfN{I^vUNbeQnI2M44XbA;WJa;GjiaHDYv|+Zxv>p)Hm;o?*UnF97AACyQ@X_& z9dkyvJg-}37}l6Z&Wc6IwaG;`rOc_7$GHb-k(J?c9dKuBa0D&z9E`TL?go_(MJ-!(a1=gVrL6caw(j6z-K0{zcL!3HI38HO1(vcuKDWHZoCh!J| zlwr*Yyf;qtZ*(oT#_)|lOt!`%Em5*9N`18+GSU={G{&PH@n~B#(h?)Kduom^@33<9RWnJc?7Fjbf!Syo5q&SVpz2<-6tw)=cL}KJOo#&1_~fo7v1}HuJv}GJ+=pPS9)e`gDnh z{~QmxVs5IcG3MaKoP5&EjvAK;&3r_^8054ER%*SBQqOXgce%>DP!L$DgyxF^YgN9r zs^D6!Z>1u@YCtHzj2060287)~UOOu64vPCj;yy&!wNb%0g{dY2f?ixX8CFgPMSX~n z78G;^gguyQ64lHRR6XMork*8q^O$;uFf7DvT*^4pF>x&&RnK4=IQ*mpEn@P@RodF0Nn2H4I!s4~Tm=$j*?T-yP)lAmTnByT#9L^{vz(ytbgA zJHVn!8ojIrc%>Fvsq?TXBm^>wU{;lvRZk&BMhUn;iDsUqDrmkGTqyFhn?1}*h+gDf ztpyi~K}Hd{SOm=H1M>yoT&{g8(>%D62yJGA-uWvhL>APa- zJ}Ew9+AYdLA6UDCIlRMzY_wVyI|oiem0tLhJ{>JRE$PUu>Ws~ZmKTTW;j4(XbY zY8#H|nva^gDAs0dJ7s7~GPWnH>yH}SlXbN7)}fE68MW3^hL&V=&n4^7b!*=>d*2o3 z$Zgm7ZRgl+a5l@gTdLcZQ2hZLEr?aTq$;C=|u>_jS^)iaVnOx68A+>Hs z8EQG6)jCAb>1Q>2muog;v;yC9agf~@KuqWv3AY%WE}c5`<;lZOjve^o$l+(k zk9}?7!b>Z+Ugl)}PFlQ8R`Ry0W|xI_);4g-HGIuGo9U%z`xmmk^Euwd0+iPn7PN&0 zt%R%_Qw&ghXQFmoM#IIOxVRG&w&KD@f?t7iE5rQeh;o?FPQ=W!5#?ZzRf(>Zhn5N{ z(QH1=zi>COm=<0sLYDLVi>X0o7Cd{yJATD8dNwe5&O3Gv7&s0N9ruoWHg*Q|9rF&K z^b8$^`wxNLdp+HIfwm9at?$8|yP&2WK*b+{{NHNM{M>NmJx}c=e6|&14ku)+n4A+? zoggM#0-eSFwtRn6MyM@6*jp8z>B3hg(8WQ5J4f*6k*OwRq#T`V4K4Mf%flFZ3KKF2 z302sLiJ63S1(z%nGFDi~#6%2?JB_YR5WG2DxDb;sV{4-Xdn(MC3oeg)COf>NZQx*| zv%S<>mjlqsfR=n`BC2FOUZo_<~S%f|&j-eNrdTcG@=x#Xs`GR;zxW$!E_70iTL5N34;nVsR4 zA#|w^nWY8CYT?#2p!%Y_@e0s%8EU=`wBL2pvOImc@IV1DQVdU4dd90fV-=q9a_>Z$ zcd!8NOo5s%!8Iqry5m5{C2;J%U%K$=r=R*PHm_alHb~+`kRY+o`}fsX>~MbXw_jd%;|LA)~u=o_2q_HEX0Mg;sdJK6O{> z!Ji&}<=GQ|`0|-IzH;`D&mMc_>Eze`D*1Phzx8)d{Pu4id*{1bPQUip`8S@}_T$HY z`25q~`qCGlfA&i+eEI2bed)<>KK=AJpL*)$Z#;f^`*TD2TVYnh!+{JB4Mx;NJVr!nJRh$8V#SzJPkbuN_B>^O%i^TA4xJ2&x?kY6kpj znsYHj(XvNPOLDVnL$)QqWyz~&M0~~s4id1MfD{-c!vQ(wl!R5wx*#WY;?j4s{_r)^Oi9== z0x8D>rlp`|4Y6@Tb{^&y;(&;NEUNIy%e=A@kEFyaEAvVUy`oH5 zScI4tQK!(w?{M)NyvjbGVJc`}LmXVh$_`jo0+yAKgX7grTh^*Hb2*T1CIl*ifE=OP z8ub{g#bJeEK2P3rO5A%|+{Yda?3=FTqZax;?bJyZ zr@$?00OdW9YS?3#^cZHm`bm#|5>)n^S>@)n3a7ZkF6w|30~U7qLf!7E@*Q(EJC|FN z*19hnSe3;`zBiouqo`}Z#cu#*-7a36b*aS8xGm{?S2uM+-t(b){Gw>sf5~9l5>I za$>G_54ZQCf?j5p&VhDS05tm`8v?sg7^IpTAGJ09d)MqQ*Nq#Boqcxx%+9E>GsKT0 z0b;{Gi=aqk1E2j{cJ}Bzsvit^y`UR#yXM zXdr-wLSY06dwqU?03pd}JRXlnV}CaF@D0)t@PZ&meU;k23SD1?wy#{@Q>yPN*7p?ZX$9JjY;Aj%wlz!Dl&)?{ z*EDCy8}3T#Qe_R9(zU*M;cSLvJ6W-my&)CUJ-^okg%}LwEN#D&& z-^)wi$Im##%Q(c%ILOU9N{Mng$M|_Ch54ri`DaCi7e&RFL?u@x6(30|Z%J!Xq;;v% z`V3iPro1Uv)>0sEyD#r7lhZ0xJvGXnT19WIYM@a)+^imHQ4P1KM%vV)?V8aJ%~+>; zq*F8At(oXijrTm_WsmGL^;ExhdQdwxtezTFPYr6OhSame>iIGC-1x>B)69?R7RGgq zaV=v~$C%PGCaD|dv~F=$w>Yh5&gz+S`sD@V>Y|CWY!;-oV{8e@ba9#O@qszzxvA|wg+1~}u#qJk*7 zMn>jIVwNN(qLINU1L`jUOp=QV;%@o**^ib+q zq&12+MDf}v(G*IK59H+&J?s%j-Ms~-^&N$Wa zIFN|+#>l>SbR-@fjgh@^vO6B7Mah;Z*%%{hHoUV+GEx~M$|*WVlx-lqQi`VGl^fF8 zJrd7|;iXZ$IEocTv9c&$9>q&H_S8zESSg8Cg}rw}z7sfd4o5FW!dHm!MI1d(?VW{= zghNNs;4w6GG88(21dj&-yZnLe0pB}*-y444AAP>99{9H)^i#n7L%{t57i?d&i~E1+BCY zr2P2fPh$k?bBjVAQxH-`Hy?wW+014(vzg8OZ<|Cc9*YoB&;&pR05ZggP{M1D19Hm7 zatdO0UPQ;hRkMVKj><*?+)h;3;aRB)@Y@2c8sAbewQ@C^?O(0*v1)>x2JdQBNZ94$ zb_Rsq0Z~s-)PsnrYe3lL7qo}uqhZY?Djy9=2E(%9uxu2O3}K2fR5lo*jI%LRF%i}- zM2t+rxENN?VVXHiH%}OuxOx^-&)~X+ux1uj&te*SSUDb6O=HS&53APCZ2@NU9HX}k zw6mJVL&}=HhNgq6vbR{*pPxSZSjF$QjGuhoGjbu!sX#@|glcr%Eq>tFJ@D!hpgI94 z37a5d;Y7@95z{KBVc=S3SUrcxM{wl?BB1#=Z9YzWP}u9|cOm>v&uWdI)97Q>!p!Ob zkLF`HdzPv_t94#>y@y!}%;owx^&V!idos;6o$Fnx0T(M_W`%nu51K3Taq5BjB4D<_ zvswi)OQ6Lf52FZ}%>`!ioKvaJ$u!qwx^3`^W8{Wq;EH|lhGX!Ck#^qLc~0MX);4gJ znmMaKU}`0$kwk8?clhqB!jBQDV)}z{nLz7!nk;9?;}l`&>HhOT+$vRsoHAiaR99zc)q8Ks*gAVr+ID%U{;L4A=$TsFFR&Cqv-kXrLTE12w~!lTS0mi|0ILGw z)P=>Jn6xh}ZpWmZG4)79)=esg3284TYQ=>ugs6p(b(7kOgmE?^??+b3!>kgNU4g8W zqRWL;Nh2d8yp)fuoCF^__rv_PRUY1v_@Y?K?cJ?*dhC*zWvJv+uj6bFUD?6~yXDT(m?ij)mt2 zLgTH-P_3`4z(*@ahU?Mk&d@|xaJVTjR2vwn4~{hkM(aHTm4TruWV`{H??je|arP9( zohJD6glG{LFXECFT)0GtRw8m1E?gueOpG^82#}j*8|q*Et@!Vs;eY3^ z=AZe(#FJYDFMN^t)MMg*c*gzV%l0>3TKoEAjHkD7pL?A3*IPute!-i1+?0C3mUGAS z(P{0;z1EM;+HapVpZ-v}<2A(_|0w;_Lu(or%_}W$PBJ;hB(p#pYtB&eS zXIqiADg~~&fex00=ro)^6BaIn*ptEeZm2g8Y`G0LT?OhdL0uV8U!IGW<7&?UXxY$E zA$0}{p@DpOxX3eJMxFiwu=OU?d>(2&3wB)xhVlcl#gEr z^`A&A8YM{*fI!#-Maf7!k$8|;Uymm~{`lihHl(wM4<9~AtjD7=&PZ=83OA^~Beoc>J4x_2j$X`$FOFEz{}W)AXN`^(P5C zj`CU#vl|X_8V_(953n2dE>~__t$dHyv{&4DV7c`5rNV6?RS#ku#VpLAX)$P;-)Qz* z4O)1wq@M49C0%- z8v_uHYR2p4%kMN@J9KyVZ<1d9hYx=E*Kd6P8~^w>PaJ*gWs_(z8nk$gOMczFM>p=( zPa=jfucQU!ws=(IsB@J7_?U~0+LmzVif8_ew*DKk;%{mD&fvDCfN}!S&7k@zm|u;F z?^W%6;f*hEIrH;xyIHk}V-Yd01+DCmoga1zFqepM%Of5o>C@wY6tyui=NbtqB9J)j zSPdHJxLXi*i%_Qkvvb1MRoul5nx;b*I%;1-%!>g7-ACcGiI9H6r|5RDioD`-uc(+h z!eXDS)GsZA_*nqIFl1Wr>*xKNiJ*xdv@H3pD_-lW-^vQwI6)gLXk&$JT-3n<1P#{Z zJdbGs1r;Gk9fl1!tixd)>J(~6Z%L_=#$*vKS=4hz+J9Nrdq&cotQ)&78@j9=fSnIS4B;4nWnFLMRllt5H*bZRD(WQ zuV2>gQ#APGO@2j7K+%F|xyd@p50_dF@%pYA8JSh5{co))Dvek^QmT5 zjhd0CT*wiP-JC4>V6ibtGLdHzj=9Y;uiNMcEmUozhw{!s9%}3?=mGwHPb2)7n|}po ze=cl%bg<97vyJA)aFE1M65n8F1VR3L^^6E(NZ_;8GndQha$1dAi9s#2nbnT}?(7V~ zNCYJiG#tk8AQB3N!Z7R)29O9&B;tt}86zW~4V^ z3{5-IWEgJH_gAU9igW{&#<6<+P_=%r$}mu^AE-18RqFdo_1z@~T9K|ZSKE=PY0XqM zr>h!L)%B^0x)gbBilpYYtUgWEk|S@(l+|a*8`5MHO-qs1r^xD4l+9`CwoG+PhN3n_ zR((@m{gJHlhP>*Atme9``l_V#f}k*&mvfw#b3#;bQkb74$UQE|KE%z~$4c49$=t`! z-p{*tK$Lexn0-)~wNISA?~!GuDBQ0pJESW;q$%8^&e^5D_klY7ZGFb?^y#mvul`bc z@nznnp9wDiTzvgElAEuIK6*`Z^SAO_zn9*4RdVB1$+cI+*M2Lz`Fq*j*OeJ>sxr1I zGv1M;ZWZ5pM{xBm{?$Lo?rhcEeMgu2rZ#1(Hg%gSb*n68oBYnZvefs)sqaWr-;<>8 z6sGSLX6)ys?-gVo5N00YXB-k_9;VK{BZBOsg4`rQUa~mAe_KvJBRaT#&XwFfz7RuX-6dk2XTBWkPN_SJ2{}G+8Q_Z&SnO+)5Gd1s{y($0@*=0>&i zQK(^>{4o#~h6bW3#oqq97(TbVbon1&5}W|i>mO0iR; zaOt(6)#Q1E&wQQ`HGdYw!YF~^BtiL%1crwKL7&G90U+%2IzTtz_d)@05DD8IkiqbO zJtn)E&1~jB%KCcZ!TS1x2M^--L(u4R>uu|a#5z@`fFz>!^{63E>Jkxkf?{XNC@GGT z{3ywZMOZO%HA=2VBP%2^O%kI~Vu+0NkOYmS{I8)HITMY}#-kH)s<4q3jW&~!O3M5q z8>2*PJkk~;yEe$$M2zf<617pv0&9;Gv^dcfBbs7(U7To45FK%xVrMa;GEVK9btZ_; zb)tKn9Eg)c8)ukmaf}Scqr-{Vcp^3)kB%gwk7!+Mlxk(HiAAb6CeNtVvlw0(Bd8Ol zw$iA-G`fMzVt8Q;FD5D1tTc+3Mezy}FN;#7uLSp}hM}vN_iEUG1`l1vLl+420ueq- zpl7krX&gO|hc2MViBRYef>6gF*yZ=X7xcXs@V)8xz3%tE?SL zUWR~w^Z>7UfbAaO9mxF#!ab((H~#vGSE z&t)tC&CNcy@PB;rDS-kJ6eh#agGBV4SVLQ~KKYjXXGyo!5w2c$6vKWbUS6qAH%j!@5q#8eF!y#qW9#zdgdD%O>yFXdG^3}F?o~Zc!7XH0og%;Ao z{3=}98PQHYgw+rHri4eIfYdR!oV4=^;|ivq59=A2mVs&LsC)`nP9f3(-&!NQQWxO0 zdb#ZZVNa0Xf(5BJXlJ%&Y+D`JSb6&vH4mR07W2qre%x5TqBmX71U>QtV^5Z6i0FBe(5? z*KGY)jGbqUU1xOdr;Xhg^qpr_^@k0e$=3eM#?EuP_Or&0bEYmzNmDl**0(1csOH9# zrp{zt^HF8ZURlNa+Qx&rwiCMMBl?!(hOV=Q)>G>0gX+d4efwEm+i88rIZN*~>(Cv? z@LfaaY5UL(bKiC6@E!Mfif!N;ICVcTU}r0(AhQ^p&9(Mkb&P%FVdeu11<(@p z9f8y7@NBkc{ysRH56!Yjpr#SGuvE&uE-us_Mwxf|@> z3-%uI44nlBP6MQ3~3Z36*9lFcUBB%5TjX`4#2AqnXa5<&`{(82T$rW$N)Fvi{B-g_^yk_pRr5 z*>7F9rk+;)u#EYq#p6%JF@86XxHyjX)FSC?kB=wBiQjzEzIK`PgJ&lni=#c3Kw20- z`B)tFiHB%!Kcm>WLUU%H>SUtw&`$HYL+ZoZq#IYve({#%tEGbFFAJ8v%y{`X)K?xG z|L9eI+NEDYckkW1cPHS!i~1s<<7aF?AQFTF5fnuONWkW_PP6XayZ6iA{^}60HKT(T z>WFE)SB-C%wbaTQtMmiix`8frbB(+tUv@h~SCg+Sy(!7LD$YulW?WF_rR&Rb9bI+4 zp-%sB575`*Y%H-CrnxecOec364t%HC{)uwSXY4QD;C%Cu|5hqclVK~os5`z+yZV_*`M_3hvjE>$c}9m?OiF{`H}qeI&<+Qh}eR#35b{$;EaO| zoR84p?96euU2}KdbaiDpJ8xQRlkGJZT}>(W=2S;(ioGSp*?Gg+ljZ5lcMsh1;If@9 zsn(j4w#q~H)(bX5wNER)^Ow7ByFLPWP`^6{gCWrOYrk;)XA?qE6oS1zuh-`bAaFDi ziG?H4=s%Xu{_@M+J9n`UkYMll1rQMQIqVj-L@SuqaHtX*o=0kD4%e}UYG;OOxns?& zp}OgTs_DLp>AnhDPw8-d7NI$h+F3+u$s4P`(O-7CC1?Nbq*dv=-@Cl!l`ETHxUl}2 z^J||@`u>TNUoSbaa=|Ch&42r;1fuF?FMR09hZa1#AmQ=( z^WT3e{^;`ff=zMs+aF1LleitHRYNJd@l3^FDyRAAOzkdC^)7bJPG;3MX7yHj`DRYT ze*N$Td1s<-?22F2i_LXu$3Yzh(31RWVn9bjOtgTW1gS?sMNdFl@8jHZbIbj*K3G2i z874r@xL4Nim2~;FqlkgvVArzSF14g=&fW3xjrDIHT>k8;=O0=AyG6@>zvQDAfBWH! zPb_=kk=09|6iws*8uR-MT$gOjBO7u_ab8)ES6FXjPk z2!MLrr^asmYJy)w0M%mw^{`jm;Na%FXLDRLnNCiDS6J_rwgajmzmDS7PWlXVpK%H> zvjNi#U}E_UQ(isYr=$7wlYYZAV4SkemKkViUL8H)ltE5Kz@>s63e=_Y$qC%%L{9w< zPQ#v=hFz@2U7W^U)Z5<(aHovS8sk*8o>6XKl$x0pW=^$fw#LM*w+fmq+(z?kgN0kK zoh)G2Cz7&1<2P-!GHwP91W-BT<~Mn`b?(_(K-}u$H@F0~UQxYIT<4cI_@zxQZn=e# zZKB__PUl-@Zdo~{_StGHuhuK=)=~=?l|N`kcWcHEXh})>iB!{6j*VSn;ni5V4OT(3 zUDRrttyYjS6ohmYB}+Y-tDi2ha4JRpr>B~BO}Ff0Ht*wf9O2_mNe3`uQQLW3yw6o-Z|wiv|FM!*mHJRXP5ZqaJABB64Isbo-86GQUBMn!L#qN`Zi zk|(Lll(prn`YIKDl`34N23Mi#DN%G4E4yy1T63gzHzZZ*;>uJ}#br_1WntN6QTb&_ z#T9Y+WnpQupe&hJdP!29Caz8sRi=unFw0C>bwyZ_jGfA4e#Iq0*+oI|*|~F0SaMES zk|e;`*=b(>(b??%tn0g{(=lU>*6d5*pRdCBQlmFM12UVK}2ajD?c+pGg` zGWNZ}I`ph;v>QF<-DX%`IlA*l2-{XuNJ4Q6Wn-b#ylS7&rGg|Mppa z$pv2NC4N~7zamXkl_9RVDXz;AWBBZrxTQ$aS}g4-lXO%_yQ*Z})zY3CDaOv~W&MrP z{w8T(vkc!R?QfIxwaW1A@_}~wV4HNXT{_f-sb|AI(%~M-NRM>1S2l*j4gn`8_REQV zaw1+q98!{o733i$WmrKOQIba$6oQ;OE~ktus6^!iQ87tWF(`^DigJ2F&0^?hSwQEcN( z8bL*2bT*7mg@Ti4kQxq>L&33Na10F+Lcv}XX$=KCLumV4abimto%7B@gh*&88tRLn z9bvRFgw}@928^SjO<}Y-5^9a0T@kb=f_6lZnnWhRru|F$V8AeOz z)U%Rsurz{JM9_+Guq+g;2nDM{a7_rQ#PAt%D-0Kfks?e(gA3=z(Qb#~Ijk1A7H}Ph zY`X)%p#X3c29ChsVc5S9_HPM*J7DlI0-i#^GXeh*KkyUa+Xw)ge7?0F&nl1mOONLh zkLOd5`%ABLqt~A3vTk-yga;@qnrvZmgLk;0l5^7%)OU-Q7E} zSTy`=-=`krK_28m9^^qDS!Fk$`**V`uVV zNIHVZiKvE-XeMCAICkVCpkxS=j|Jr8fB**xa2{5pgIZ)Ay{YR>QZ(+Dm2MK|e<#RW z&CB|XdGVEjJ&Ue?7}vUGiMD35pPB*Alp(^lkeYnQt&F6k2YPt{_71x~Aby2ec_bv)c3Fx5JkY8}mWQg7Rd*|xD84st#=6GqIl60)pA*RY;L zQl6cZYaP0#$6e6%B&k|YsasB~nvW`L_sgqys~Yyp>kn#Lj>+ox%j@=O+m0(6_Df2) z$tw3M>krAR5@nUUm9=}-jR$3wyA;(s)eU>)m0NlF--?RXDQov?u&Tzb^6H(6x_z3K zX|*tnWIbYdxfIKcee8W9d(} z4X3-v`3_>Xr9Z`jJMS3Ju#ab2MsL^&8P=hz=7D7U=yf-x$Ua`+7|*d2vmKONFTEU? zs_`+ZU6ev6InP7PaS?9#=oLPCCBSa-&9-`H8nCKHRy{20MZ|q`;H(#s4I#4OpllQr z_68(_0qHo6h=~<4Oot83n3*$Yobe(ye#|b2S$UDU zUq)^GsGX1XG&&?PyCh~6pav$YriOJ4?__2F_NV$c#}DsV+_Pm->-u?J+a4J?^2f20 zuT##yJ9YUZZq6EM=~i*^Mnn5?TYs{pKiNUJ>LO*iC-Qyt+rU(*pIHsEYW&lcFsBjZ z)Il>fAhSHc#)i)zZZpVlheh2X#Yjjo7FLZ1#eD&GU4UNXpU49y^Zk?AK4OZOaLG$d z@r+*dj-K}tQoMu7&c36r{^O3G{pQ9E&aPed&fU(QgHGI0Ti1R^*FHygqN96{t$n+( z@_S?D57vfF#`3T2b!!ZzAL(xX$&m7-_jS zZ+{Ii*yI~(^bFJkKENDCW(Xk; z3E>a}n0iJDu*Og!4HYs2OaeI315!F5Y9GwN`^K9g+Au)u1_(VKQkQ$I!#&dO>Z^12 zR+}m_O=W48nk-A@HT|u#rlJeh>KmqtR73H3b5**fI^9@y!CZdPRC3;2nd)fE@eS7? z+;K!O5fssa5(X-r3X187a1v&X`UmRFnWwmGKTsdp>}#oX=B9Bze1`sqINA#f#BV-M zdN`i{!eYtui-`}#@n3)3vHdf}N57{(9yjr5{76DPanZbyMf3XR$FY_@YdF2jbn&SA z@J{*u&5E5rNY}6Ae(@gvv$sSay&+ioBJcg@m~T8X@rQ)5*B@sb-s%%_@7=rixBn%$ zgZTdP%P+tDjQxm;LVX*-)Y^&zDx_Yq}bBeeKewT6IsGZm37w z*RHIs;M_=+<)(|WE=vopD{p7Ya<6F0@=SHb)|PTtXSK5;(~@ykf8nSl{jC1n;n|h% zahE=${`3XW2T#ktUdmefn~o)MlW)DCKe^dca9MYBt9svR(}`8OLti>mw%g9F(;fay zmH4q_&sUP2tCag!%XfYv+Vm!W^IN=~%T3qzd7ATJCLUrA!8}SxK=V&@`3QC1;RC1Dprdz8|*}K!d^fs4p z0tRfMC=}4D!d_<#^u;{h(EkwoEQF##DB$(^q6jvrj(tEk9JzbN-#S~Fye{|9vTM8EPT%=@%C?tNw!L_98kCjflCHbrj>rfOu6V5v;eAJ zpS%aujw9x2P)h;SL{LXWtW3nphIC|5hJz$cfT#i#RRfYbSUVIn(?Bf|(%=je`90}- zE`9gru6G_^|JrZ1y#4gHrO$l+hetno;n6j(|7OLDOFn&m;pZ%QWOR9nlbg!BU8m1rv6SlBJc3#*ejQHeX`wVPlhy7;6 z%nq1YLE9{1VL?V3Xr#c#3D`&lwR3b#KLMNQka`GG_xlumKINcKHRe-|`!z&RO9FL7 zNKXmqNdZ0HE5Z5?eab%2Fc~mS2TV-J#0JeAz&zu(upuiKG|hN*G`EK0(U3eksz*Bk zn5O*t2^*)xK)dcY&>@!`aVrszGT>4nc7cvm$nQMNYe{5QZJVmz%&7d1QMsDmb=W1v z`Asu+$&hZULQlVKAm7%F;ls>@|lziaW9_t|jRi_0Ui1;j^0Y>soTAj&jp6 zTPN*3%&GlW*1um(PS;FVNh$e)u}l#$Yr5lP%hhiP6^Q~uu|YE7Fv{FkmCtVQ*-bvD z6_{gZez*O9!)O08dG_x*8}Ea&f3mZ`@123beS8*#!5{*oaB%MJ`upq*yN02F*X?oG zY*vfOq|=x*N}WQiRfu$IrADPN8uY*R)6#!&pa2RZVJHyv0ubO2fDruGU+#I_ey`V$ zqM=wM`p>FH7zzaZAmH{mEoPHOtrhVVEQXRnQd98C!A5Ckv7#+s-jFG-&s4S-V)hxX zTGd~r>aSMymMc1o#%yU#x~M!wRC+~Ro+2(w5tm^Xl5z~3iOVmG$}aJW&(9Pl zaZ4^ps;-Euu81m=#d8;bXJ_S?1f>^*rRRmkNy3t|7&W_nQh4ixu;`Sq=%k?F2sh^- z>)P(A)U8ujHq$R}oJ!fqNM6gh@E!f!w-aZ+qMcnuJG+W{@^k9R&lqP{&RkeId+Afo z`9CYt-_d8iWX}1ct7xh7)*I#}}M&+LDWx%XM-&fiULczkBteAC$lo~uhdS08qzJ#0^1WH`M@xa%R(nuWtF9~STZ zt>?;;K=z|(>9bJjJJ#G!BxnCTyYD?t;!?r!4}_;b7oA-tys%o7@;yIgE%(YM_T|kp zS2lC5Zk@UM6UNT2?qH|w;9lR&&)g@-KFH5JD9Ad(%|6P{J1HtWBfNcHSaL~JdRbJK zBC1H2RNoL+-;~tlh#T|8&9}v^#nQGCc}JPNqe9YIDeJD5_0-C7^|HQ3SznW^uUXdL zBJFRL;#*|{ZL+~O*+83ouw6bd$IkwV%;t`q(1#sjzk-BUkOq{bAr)yzNgh^GMpV=> zHHDy>z>wKLkBUZC(aB0WS;e5JrYAH^nwB%I7qAWDIeey8IgGlw@l+I{N_O(dM8mFFcn+MQ(pX3m4NAipIOAd945gqb5e<%q(9tkT2&2?+a3~z? zM3FW$*bzdz!ojXECYp6cLijK`7z+=@Lj6$`7YpH{p>E6$!!FvxXmb>8jbdYG4Uu32 zM#Ms`u~2IiD`4!3q8%}`Cx-S%gMD)ce+M1D6B@$4g5vLlux}d)jYPxbScG;bOo)Z? zkx+j$G#m>JN5lA7xGx&&iUeDtSg&L2T!mv}1g#IFb#wf#23uQ0YePtN2x-71IHWRy zLA3l3k`sb+LrB5g6j}+27Y5m$|`POCq z)@fPew0vc^EVG*5w-`UN8kbx2%dPq^t-93~{dX4Kdb4_~S+mWg+HF)EH7hU8;j>#7 zRkcOa1G;p--2JzJ-+=_YaKQV^FMqlF%U^!}>%Cw5p7kIP@*ofLAP@2&|EUCn@ZEp| zmJ1NIBnU%cw>IXK&UM@g!$u|~C!q3izo0K59fpKGAio3Tb^xYa{IsRC6OZ5iA|dnRINIem+=Hh;Mjp(q zfrVWW6YH)=d)FaFb<>EJ0jp?;iV{@QK;fXD+X=85yfe*ye!pj?6_{ys(JEYwYG9_t zJ>BSG)nk?!InOasWG5HeiFpoEfs7wxEX&k?$x6EErWM%;IW}UxlYGlEn&rSY(K0MUX_}6cx}GFM&slZ*33bZ}dEEi5 zVzF$iq;iM0?U=MCQC_`IQM+GKxtm|~lcXk5-E?HGs&TiXE>Ycx^*1VO_b97(t7`X( z%Qgv%*Q)CGs~Zo?t9FUYH!JIR%WC&w)U55Ky7h#i=bWWK#f(eQw4OBeB&q5T>spTK zT8^pe_iGvts2dV>jeAwqyG%W2Z5SiVwhpD+@W~eZW&8L|Cpp_r%yf{l?SxDxDbG#H zvlDadlv_@6v4dFPqU3?h8ZWKHKV9XWs&r2jxJWtHp;XVrZSQoocd9%f#sfm^AI>vX z0kIpf+D2}BK!k(EeXyt>77t<-ok~JL+#e9(QRzrfK90x<*wUGX64EikCU)2|iyhMp zHg-1G))=!1?l{F!2gc4~7Obi_aKep>&W@ z2GENDdNDvRc9L>@lZ7CwD!^?6ISq)Y1L3zp?8X4EB`EC+$p=yCU_j6d^BUcx41kga zOl10~H^IqVfPBq6e!)w)0FbYG$Iko4FL}o=c?stL!UbUXoW1j)qj#UZcb}tYpS>s1 z*0I~(vCG=B-O;tj+PTZsz1vc|PGA0=sb;OY;(JrkO3k&UnlrDd4!!9vOG1Wf!2WV* zuofQc^bfayBW(boBS6LZDL8=A2T}1pVz+Os#XZ>Q8ESM7)_aBg2})=|DI+LjqOvLMLO}CT`#p78$|LKgTUN-oe{W7p zvZbEnt$tVa-J7g;9}~ax6k$mM|BnyN{%-!nf;ic-XS|2L(S7m4#G`Q|3lat%iYG6L zCq5QGusCk!{pal-sHh1fFxXi3+)A*3Gvr*Pqp>M0#b+_xfTU71!`r&>P zk)R*O>j!bl)&@~ok-Vlh`bF z@A*Qr>r?gakBz6k*Ps2~ba9*Z;40qtug`w*0)N$ug704u{_u)u{hvg;J~Uk24s;a+ zSR=p$-apY3p!fJEdjLwCmr(8NFLbx3*y~Qa+Ed*o}pWw(IO8n)75anUVPYD zpK2*P?y5QA>PoW@mwDMkphX#mJ&;`+LER?Eql7#|A$Rz{y?qu82GJl2gAf7+5EzMK z%{H++(b!-9@|VA1g^hpx`Oe)~I2uBN2poVRz~{7DwQ{YHp=1-JG@Ovq!6UVEiLE?R z8;{gBOK9Q|8d(EXOgyHZky{E#t$7o@#pJev@rE3H*_G*?%vgOde|x)a!N<7{0^tI-=`dK@hj}i8=A56s?jStN{*A?fLJC27RFq~BGJuE z)3twK9N8T;F#>85q#T2ERKKJh6gEQKJW1Ur;@%`!Me?aB9u*nTG5q=|#L9{J6k!`Z zpc#nh2R(u+)Gdy{j-X9|SeUSd1zV;N3nO5fgw0ggg!N29x^YlD?pF@FMeTqR=TqbT zssTVb2&hKzs}rKEKhvIr1|7_p0Bs{k_1_;izA4cVZr*cWjEpyB5pC_k|GYNTS+o-n(U%>3%hEz_3%XD zx0I3kP~qJ+s<4U2R}i zIK=HfMK8c_(sf_t-`b#R+UuaE`vjF9UZopDX8CqjriGqio=7)RQ;n192Ko&%Bge|T zZRb@uh4pSpyGKx?AtuTCwkij9C;q#<5a3?DpgOtqNS!uhR+G`r^LhO zB!pB2F+)Sm(lZOyq*PAJj_JnjGwp|Fdrr)@ADituVWgz?U;k|1M{&FUJTHI8s;5+q!;CXUXR)lUP}Wi)Ys!<awKrlDPbWsQkRR;=HizoUk-WSbRoQbV^im zN>qHBpMQjtmB`CKAh>mipMQXxmB_xfiSeresrx$me+-_ny-)6cA=99vF4_5tPi zhvefQP>wE}IQ(Z);-9G7pY8wlA?E%Cmh7ipw_XcWy@xcs4>vAFo8CfeU-n&Hr1~*l zwJO27J6^mwq2bN=l0U@_eHzc(8m~N@pgFcsed0Hg1COyc#@jB;3+BWJbLIte=D|1P zk(=>>8*#oXamGXO(<|br@5kA8#v|tw;Iz0<{zJi%r_idm9GQRO?SG23=xX|XW54YIfn(g zM}_$(#JA5%i!MrwlV#AqDbdlRbzKJ*cwI~=kOV(gGJE3 z2--WRgAHPYD~yYVx}u@BXt*sBYKfsuF|;KX>WGDV=a?4`6Ust;vCtp}!qA}zIvNcT z?}R7sgecL_Xf!ky4HIG!QY=b~MVYY}GZrSr!Xwe}$ejow79NX+@X;_X66%bE+9RRv zC}ybj&IxWE(NJq7)EW-9MbP#L+8BbXgHTNfu8kmdVYoVk6ryl83TI&(XPAIigt0UD zCJdzn0%wAOxs9{HVFcP21h>Kd^{{^<4DN!VeE~2Ln>+(IfxspZSO@sN1-#z?-p|~w z58cjByzZ}juJvyFCWrM~mvxoP`jylAnbZ1()AE(m`nA)t#$j1uw|ro?yk{{kwHV&B z8a}Y57giS84fK$8)fz zzL{n(s}U4*gF>8--2`x2{rqk}r`^x%hJ<(!BVVJCpdaLQLZW_9GysYR0-^ywuPY$L zVP%PuQCLZWu{pCLNQ4K){fL5y$cY#@la0ZWVZUGi6l3hn&2D#1RXeB!){%5|>j_ou zK~Bzhtc=fQGd`ZZ`p#_fADVxhf9%z`>K_&=OV@zZYk`>xgx4HY496UTm_vzZS+J4} z%g15aI4mQ=Qi7M$4)WSPQ#Am$9TN2Vxt;E*S{JR-H{IZ(*ZY{wE?T*ZT52B8v5#jP zdM`LgxmIGngPiZA6j%n+ZKIjC@oekZHTy`avFD6!?51Tj+cK1HCuCX%FIq;@Y-5?O zi300*wq@+5i(FtDyk;TXbd2X&2Gh0OXEmLtE&Z334M#MsM|G{o6?OaN)w?9++f|JR z)GdeQ)qBJx+htXIB^A3BwFi|=N2OJ}WtBUnl{?jqiHh1i^6K3fJFD5FY1pT%-leG6 zsjNMyYdtEf+M%xBt*%ehx1Q8>oYr?HnQ_Uw?hBUw6kW$zb^U&I^HE*3e-1abPT$Cc$M3IMH;ieY4$b}wSiHC{_Yi>#&FkK07n!Pi1kO=P=_Ic-^s-N8& z;CDlUZbUKw32_j=Cm#3PWXKOh|l%EwU!DJUhNN;0aYMh#P8JtJb8LG{y7Gdp6M z2^*Oa6Dw++ohxY+g{{1Zc{XO|{(a`mCctjZvtd0eYT<-*jHrIfHIzA;_{6}rB|V!L z4ea@C&$cC9KP?{I|GU9MFN_?0Y4ZHL%#;uLH&@9^x9M6ATYAr%yOUgF*Bs+n9%=!= zD0Yrta}(1%)NEj~z&DxenJfU=^#OhxBJ2vVn_+HiP|}CU2ZHipM1+GSeGseMKamU4 z3Lt8ZkC5smr1~k>0n!!U_$5Cn#WQ%^Gjz;PxZo#U@s3^e44re}jyrHi9KDB}J^O7P zJM8V-tS#G&4Vw*(n;czx934B2m20duYi$i1jHTb|vOd+EeM@!hL$K;%h}aAcR0Z%A zeta!J=nhZ@A^JEfoJM#wgiC{%BtNy^H{R(UYH$zK&VjQAV7L(&X#z$X{lm4;coRf! zM<#nAdOtEt406apHVI*kK~uv)4hd$CBC{lvHv!QG(U~!bf%i`j24;wX86rgQ2gqF> zLMJ#q0?-G2lf#~|c4vFBxgydgmcHHvz-1d((qQVJO#t6!%BZ`@jbPDFvpvfU$Q=#7eoa5%vD{%C*bcA3n!<`$^^>ACtWK`1BJA)J1WMkDhmI{Ybv-slkWh@beS!3lfGG z#p51Mz%7YmFMmaUaGT-cF@4fO&Ec);#7&BQ8-*KIX$~a{*RP&_^EvvP&rHAhH2sy| z3_m_!^wG=o_kKfs|F^sgJ5ZTGQQzWZFr9pkx}{cCSE^~Nu@3dvM|vHEenWqks;k~g z8FF){oot$oI-+i^6P6TeJDUx?t*W|WWx+M+we#ZSQ<^I$4CyD$H_y0BuUS%$i#L5K zT>q(J-#Y!7{hGtu1j}BcKe=%1p}5IK35+M>sINT9|K!cud2yW&&Ffs4(7rH^^!ii0 zua`-_eV_T!bApvGi`TxV-v6EQ_>b0%ea16C8uqW0u6slH&GUj)&kDYJn*Y^PylZ0_6DZ#z+^W#(G5+u`^a_fuAA0}FJVc-yhRD|OXBCf{F`~-y_Jx% z?xBi(kCg3Mczb(%!PfZR%g-^&e^3rzvM?*nympsr(yd{5bZpQnhD@B0l^L=zLoU%> z*n+y0K0U`Rr`fo8`%J54s>a1{2NZZf*$*muL1iDP9spJSpsEj24}j_czp@vQ_dv=% zNYM{STD^iAKv--XNiN*=!J1be+4}x7XI8wFz2Vj5uOB(Ge9=#DKD_SrMXO&~{Kaz% zmp!xKl}F;YeE77U)nFClEdrcH&|#i!^vVa_(l!StQ$skZ9yzZbPt#L#ocx-Ai3(fk zke(FK4jD)H*(qm2dUD7}1C<2CI2F{B{K8sL+~SzNX{Dq>>T!>J%%dQAwRAu`iI|xY zxA3k{5!T@#UaE(F%*!sgjIu*3i1LjGLotY@e96s|Y2Atwf zx1`%E@AqTiY#8&=v?R(tqn3+L`5OD}#y8yCqK?B{Vqk1$%k9ypzCVMp# z9?gVTOY!L@d?p5Bn}zk07FNDuFi}0cUq?D=p1Nk8Ei-d!EE2p=Pj@LvJ}ucU!FiN; z11*2Lcq1Wag>2}UfswA7OxI4{&`~o?)GS%uF)J=lmVK~!?Nb`kbv>uiz^XB@YYm)w zGpE5eTWz9enI^p^=fvY~C_iwVvH}nA3TJ*?MTE^`Ly{f?_Z!>HFVrdMj?v zhY8m=EL8P>=N8s#DLFdgRUIkSNWG>SIL<6xDeBy=ow%xDmZ@mPqVXIdAxAo%N2pA! zKKlu&?x2X)Y?RM9^fI?q=dl}o4vXJzxv!qxx6l4%=FACsoquO%a|ir~clN*GGX(Gi zK_3G8Fm?t*2m%EWOuGsq$iK2P5b%3kZoAcPF`G3SmDz06YSdbdS|*bi4SJPQ_G>>m z{g=h<@d5sT&1UtuoesOr;qp73J^%niq0oN-&fHF$*=SPAReYX|HKn4B$wxb-J=OA# zVp)5>tSLv{lB;MhRCX4rx=WRv#q!o$vgUk6W3IeDTUwhbt-tS|aV`o>T z6{*t7lsV%pnO}T?Q*fG@cY>LB0>fwdCueV+5|*BkRGbx+pB9vy5|t&1%8~>nr-UUZ zg}0CMZylMZxe#DjhxGgCmkePtw#lg98 z!JK#`J08xAM{dNy*W-}X1TZN{9f9+-KrPoxa-{c;9mvQ(L#)%d5)2kR~znZ$RhIx7IOzK8X+E!l1PTq|@{G0pu zS^EV!hlIID#04iLx058d&r6CfN=q+G%Tgp|DUzydvbt<>L$0*>mb9%{+EyyX*jc%( zqg38ijM4q9ih>ceX{wqzp`M=9 zFljpWw4Tq=iFhW3#Hv=~_1u<#IWk|E>T3@E{NJ-yzXR4Ex;Io!FhbcR~^PZVZjaVt26eMkE$?N5jTwSQSN; zb3Kj1NKgLUHVxiGUcsv@WM#B@a$V4`8S|mb_M(2JjG9HTzW8VtH zaDCBGe+=Vj_hq-fSfn==#zj$FG}IdoHV2_%*q;{)lt+-32+|aSt3q&52%ADH3n3*K zK11??@J$3xg9De~z-a_Jg+Rv;=pX{^N1$B@v^xOpg26oja4+Ql3G%Opd~3nKpC5g` zFTAeh9@oci>~^Ksv)b+W+GYRLY5UM=d*5k!*JXXrY5mM)`OaxwX}7%Ru)bq8zhyDK zZ8g4YF}!QmzhlvVY}I~m(fnxEd~MQvZB}o#sCJuG2TaPdMn$SgnPXL#+q7L?3o{x* z%*t7tX4a}=N5cLG?Ce1vVmvGv@bkMcMM&7|$L7qc08X=uROlk*`KD_zUdE{MOcwc=wICPkY4p!_ zf}(za+wNsG`evH_+)hZ)3-Wuhl19lGC>#X&9T29T4f_TC5FZEfI{ds&5YvuEvAr`H z0hSR!VIL&y3Wx`SauTedK%xOJrwtVJL!u!syUR1(;GmT`h&g6_vZnc{tb8Xgf6Z*x z=QHVlp1J%o<;Wvf-i$x`avb6Kvo73mh*<;+TEnW*J9h3Jmo#MJ!XA=uj5 zh?mppV>e?;gR zO)atvUAB!~caUXSFQLfCfpUv$W1G$&_0@FAGv12C)vg_=4u;rO@ry?;p^7n zYu1tLZd#djB-4nypy@ni#V2c9PsnQz=sQlyYW6Cs_sA-Cs_G7?>JLe)_R1=D$t!oO z>JG?j4yx-`mT>1vQ!?U}CjahiPWWrAHnZ? zYV7!{#H6LH)K59-pYgL-tE&_Bt;Y?mC#;=kYy&AyLY9}DYa6`cA?5fc^1YJb?p!WH@Zt3YCRkV^{+XM$30P&5Ov zNC0ifN9y$qH9GriJOg!}!CK!~qkpUs7^(-yTLY9%h}a5^x4_iS0JR%o48zl-0meXp zF^J5JA#4Ij>kmwg1i2KLLqymljF(LfBV2NTMS!M8Vb-{xhWFElK{g3ulOXz#v$xDz zoo*>jF_on{arK7EOmpc~OGUc5;;OYF$J(6l#aDXlQdx zKgZ6dP&q3spMix_5R2&RsgxbxAl>nUc>Rj05B?xJh+v8d^hXFPWJJw18Y}|C2mqy-_rH8$m`41t+k?( zTyb%(71w5LuGN>{)?{9hUp%HfcgS?^sP5D@XXZ(F{srBU@A%)nC*Smm@TV2Z1DmC5 zmQxqU4ada|$0yJiC1BFrGmr5;e64O_Ld*R4u7wGmi|4g1j+=b@Io7h5hM!+Ve)Un- z`%jC$UnWcZ#&~I~a?j^8U%fu_>GSFzUe>JtqiVxTl5d|DuYQ`h@+t1;j|sl}gZkte zd(lO2Zy7Mz1x$AP$z2e0ILIgZ$7)?Yxt^XJV64nXs`S&_Jj7a{|F);@wC&b*cg|K< z_C|N@F?Uz0y*I-_st4q(FklO!fZu7+cuh*c4EkM>AQXW-_d>w0{c83fCx{?Uo84u% zyB&^DD0H8l-Ivb(`q#hy{PQodXf%YNF!m0-A8!E^K*m`HK%fk}z+{f(4Jxk6%15en~>yqw^A8cx3*{KPDXfJpSfS^Q(?N)tL0B zx|1(f9DJ;JcYNo$=cjAd%LbF}Gvy9(uiwN&TuQ*ihinqa%0-NmF~>~E!4LZM5yX8b z61W=)L?H)aQ-GRjk7Udv?)S-hAPpW;_X6@3ucY2Dt_Kw@kg69__xdD_K0y^Ass*J@ zfTTH~tez_TanGL?eDd`ChM7^|;8zDs6vRry3Kcat z6ZKrsKnzx3>r{}05OnY6B)5j!?tO}%787jfSDFBQeh)CXr@92qDRs1mh`xU zy>4-jN8az(j0X%DID-w;f3P!3z(|9w?0{tkFfuSerX&0G6rYab(@_D#Bw(b2#%aHa z={L~4>M;wqUNw4A+OtzVuv;~_OF6XPKt5%dOffMlY?2|bj_y)X-STmVY|yD3b_v>a z!TKU(DwZ!Y@nOf6SnUPtlV-#p6 zGZn+9d5s(R4d05IH;P-gOItTdnl=imzoOoJiC*-Mops#8IBl7@V4z+wQqP+vlFjrq z8#B{1dD%oht{K`a?^!MH_(s~cMv31n?b|Ht+al^-FY5Ynw&k0NTkm!x&7)U*Vwy;n z4xEw>UyzMnmJw3aRW^Eq+kKJKnIs)f)lsf@XKeWNnZ+Of z{^5B*@^>Q(jNvFYN^X6x4|31@VyGBu-0Oez$O=Ss;% z%F`LebGSzDo^^_IN-wxXj*(RN$jQYddOkT>SZ>$7EbH>EWEfz1X>~fr&MH!+RaYgIDWbAuLGcCNt#j=BQ|y9M?7~y*!V?_q9OvFT$}2p~ zyES(TkMM6D3e<-QzOw``F<tm9nW!o9v-khw>AbFUz4zbNOBB>%YN)@doGo}HJMUXqtxkyoV1tJ7pPH{|u% z@}_(YU$)+sw-w7;i)HO4@~$#@cZH&-TG3mpz||=F>g4_Pa(okZ`kUnVRyn>+In*H= z!0?%JxKlpZAs_8g&PiuV0uEEp#<9*u6=hh3wKd)^Y$T{B2HP>>Z0GD7HN7@Y{CWHg8m1$#rm9u)2f1v}7S zYY1sYk+vYx84iwwg7^@E3n5LBU`-Tl#3~a*Js1UxFe4En)}|QgzZ1d7B7Juv{jvXp zy|(~v^G?)$Wjkrwrfmvon{KM;Qie1s1==uk8U}|M9dKey%nY(@$+m16g%%ma z%*?EpB)zYkY|lM==XG|^*>C2~+_^N}@4I>CKN^iEwrtrk=%?TFBs;MrHH{y<*AYun zFuZQ@-ey@(8s%as9+qULaqiZOrUtO&Aey3MDJF&uV<`~|a8ochjg6(TVGJEYQFa

-vkwg&SvX z#|tjUi%!REr~P%8{dJdZmd)}ftL1rz+|T{o&;9&+2Z-TM*-Zotkl&a@(L}_Z z^y+Z$%q36SMiLf2tf%8%n6w>K_Qs{HQBhM&Lq?n{7E+NGg-Jq&BBBufhYE(jsDLUiw z&WM;8leEMnBpj3J`s4Wg85LA_M{(b+3)J)hDjKNl4vSg>!kVav7#eQyb1MV)`t{EzFMoPc?iU%xk}o3k^U;y=guV}Tj7&6A zsuI@GgnTo)pvuF@_tLL>7zI97sh?Tw9lY+P-|!9H z_H&B;tRhFx1ur8PuV2U2xMbS|}$x{ns3{bI#tg*46|1+AX@8ZMy1Bmgeo&=3VNNwd&ie zwB;Kt^*faX__Ue6db6%#gRW|`vGzAj*#=G7T0_kiYs(%({Z>uIT2u8#ef36d#d<^K zI#uy_ye1Ki(W90>gZUwl-VL>@QYQ`%K@XAAiity0w0J|{6uZRxUMR*lKR&h+!6csl{ z#~P!eCQ#81$|-S43#gz#__|p)tnLM*t#M^1VqhWqK}b7@S2Y^gDJu^(^O9y>(jrJY zM3_gGa*8pxWMbM(gjX_pWNEJ)pE+}haB$|4qRvs&IhwTcU`>BQM^9)5G3|ir#xJdl z37x-ACjFSv{8J|J*U6-nQ^{){r*57xaNv!hlb;Ts`Br-Mdri?YbIo=;aj%`U&)%}v z*L}v*dCb{81BvX zckXewZ1q!ixQH7(#0}n-&926^p86H8>R%m|zdFhn+lzj*UH?{>J;!q5*LX`l&|Mj7 z$ql#PiuE_dIo$~{KQ7_L6eEaA665v-`-x#XG1S)>?5Yk@tHa&3k>1*9Z*{n{G}c`O z(widvb)lXbfZi0RH^!N*h@ck|_JTYr$RPtU;fZ(Z{cMJu_MH<=c*xzv@4FefVjD{>xXKYd-0D zhR`rIv+6-Y*RzvGWdA!mM>B`td|bBhUG0`dqpRkz=D*4R{%zjZGke~6 zvhDdPq#0Rd(+Qp5ye-Mzt}81rHP`7Hsw|{tUBxX+ZJDF4R(s{L?!*!Gj`i|QOY8@> z>K4wGe)V?X*apwmdG?K;iRb^dYvx0upFYqo{g(cxM`)8Xy0h?sHu?h@U6};-t53;4 zd98YCR?TEWO-4rNBU!|UGW%ye)ApyS#77C#=@|`=6PllyB>DDT-e)sAUVgB4I-&Ln zLi_WR`ENd={_;7^+!u`tXPTG4qh0u#;;Sb|KA0l@=2^w6k32UHCkC4%3^KrI1BNJp z{(6Yt7Nghsh!;bo%i+Efc(gsnYmM~e1*>=a&wuC1{=mBD9q*-|BMpcAt(V+gc^*C) zbQ@CR2oMjU7O~N0H(8x>lMe~G|L7lR|HnaK*ynZ!yxwpyh@t<;@4w^P+1H$ltGlzo23JdBVFaA)G}Uc;b229 zt>#K^?Unw9oZgyqWygQHu;Hz;qjU52&M7_mb?y0|3if`y;hX1Pdi;S$voase%6d2> zb4n)Rv5ZMCJ)HT~3z=&_$lCXH=HdBSw|BqTeCG51qUDVzKPcPzY}M9BkI$Xldws6H z_q2_3EubR9E(zk2At4j!Q6oMTXkmhuLD)SKxA5_w-ElXTh}=y>cQIr<38bM=BA|^M znf}qHkhn6gtBER$gVLO!^m0&~6B1vG$?~GIlBm2qBC7~XZbxM$PS$zK<>iGtzdicH zE6Zm-@Xd6>M~`QG@?_R$(=)%BK55CznOkRPZh4tNy7+6vIN+9&L)spPsM;%O@=2=$ zW4V^Dm3I0T3*(@famF-w%Ei0k9xjL(yCC}jWE+eq>QM(1b&WvAKET3(UBjTJJ}S=z z%{0g%gq%Xi0KGs$zsZXm`$EdLpt>_|VJB>igp+Dr86o zwUBcdF!jWAEwHU0$7e1+(;X zKVx8AvIuTExR<3ZTh)CzE=9Xn*XL4nxD*|371gEew8>l5LuImoB5`-2u=VmN<&1G4 zN7Hj!O+99%pEuJ_SXmd$1BV#7A1j+y>U#E=g*Q!t3MC_7)^|-gSg7c`UVmm@(Y}ud zYxgR+4OWf7XV(UthJf1=@;Y(*% zXfz%O1YJ%$1S7FH7>@&~WC}yEB$CAM4G;w4@n|^W_j;UWvsJA!h{p_kj)~Q+?X1(Z z+*Z}!kXB!o*IiRJ-&8l}X^8on<~&Uk4$hP{*OWC^m6bWFiX2tNCEPo!xS*IoW{T32 z$}-$OQY;VTcpIS(YSOi5gM0J)F>o*{rIGr+@{&P4?I?8)XYGTaL@ zeTy>u%d`9|GySVFf}1jfyE20NvVcod$D7|vR?iKc|In~)M&D1wSS>+ zdS__Y7s7+zi;gdnoLM3}w@P(sz3R$VRqjsZ^_{94do%?H)rE(&MMw3wPv}Zd>dMaO zD=zA)E^DiE^mSMD_1ATc1={8!T}!c!bX(V2Hi6Gdb>wm#rBX|&)V5cvDb@GznU30| z?QGO_H|x5ZHC@eGTC29FP2W$}3-FgO1$Luk(`;6=X1AD+QL^tx7 z|Knkqcx)q|eQ)yYANUNn&$t$m&>|gksO2ub)@?L+?bd+D8S;A~!9Y9`0b)@Q0PfYP z!Vmz&V*#H(;P>OtY4Q1kflxRUiG`!#aOjWzpL9R>^Y57d_|Ly%*!V=*IGP^E(rGM} zN?~X+je=;(k0vL;8LUGQO$t$_5NQe-Ny6L&%s}9Q1l*6nG#Dl&pjrf~L%=!&u7@YC zBw%6!p(eoY6xfFXbOdZp!VPGmIh7zL5fTowP!@*vVJT`lMIA@G(kUvI9Kff_P%eIw zEHv3Q0n|FNe{7ZwU@3kY9Y#?uni#+mJ!owF)@^lP8Xpif;m9tAW@`Ft!GW{R%`E0XREb z1VmQHB5NbzUm~HO!=Z1&p)bS1&x8IC0{*`SCh%Fn`>xmhw#W6F*Yzj2>rtokVVCnU zx8n(y{pAU8Hp^vu$!VQov&^tqrdiC>?B>}H;};IYS2q1uHvKnF{X)BbokPFNt=ntY z?z8L8IrTTJs+%@#8xRdTEy|$Z91gqUk^j{;Snub4?&p5)=YIZI3JgROa2!G47=XYL zf5LA@z3P-lk+h8_EJD!01~vV0WjCPgj!Vgrv4)7KIXc!9#yzsy_*i3rRTy9wMMkTl z!&TAI`VhZ7%qxwI)djib;o%y5>1?DXB&-bZOJWitG@-49MjGO>_NbH+S9IaXOw=5e zc7V$6n5;D}ZHr6EI9b#5;-hA=c1YC~m$k>0G)T{kDX1|SIVvZ|BrT!Q1|P57H&p87 zmfO0{J35XzNC%ZAt3@{!imv^@JNqX0(36yv4=*)cAiJmu^@=j=IaZ9A;1+N`VFVyNF~YTBi**`O*} zsh{x9H0A3xC9B7-{bZ=!s;gM1E?J|m+NiBuZ>ZU1sM}(w+h%FniO-ysuhCVmSC`?% zjM|cw+Ol=}`W+V1K7H+Wef2hN?KWfME>rU!OY30=`Ixosprie`v*V<*^OU3Wq^t9& zzGj<+xW_@xwh{N(iF>V$`>YK+O*QMBt-D+Sp^~_m7!$Wf_!UuMRZL8b zikfk=OhN>tWJu8tD#(DcGp_7L3`|H#gA^UGfdLs9ux=1B4IxHW(!@(y`G|>wImc3t zQPe5I+~SmT>>uFFBgH&&%q>fMBse?6%Nr$Ww*<8hqjq7^JcQ^5lcpg=JK*j*Pg_5Y zx+0Uhd@^alq^1RviN8M3w(>FZ`suyfU!os;gM0e3;d9?9Z!R{JZ?HG)ax~%hhOhg0 zke=i1IvpIi5~SaVa&Lv$d12C%osYaJ(6%l>-Vp5C z?`_-WY1`sy-Q;av>uy@-Y2N5*TJNq~X)9mstXyI#oNqikN4@V|)A1kT^`~Q$f=JUf zyseQ*0=eC=L;$NLQ4udT$_%l(1HD9lUxUB5A=q0Vpw&cr>nGODs=}1pVe+k5Pfe`9 zAv%CpHOAx{FhF-9vO>`N&4kca^*MCsVctHHw+w@t}JD$r@{qmJ_;|k@+f06%Xs``^Z85YiNeUec9a7O*K zjKLQtQJ;Q@GL0bn>{Zj2W#;VNw!?e1TUHwPZL%EQV>_9x`)#e|zz)@l1=8<7Q7`*m zwSKvB(<;rj6^5GLjIZeQ13J)=3cU$$+HZrf_(=B3iPZ}Dbiai4$C zv++B_moM9Y_=|4g$BIRtnl~;IefKu&*-Y}}Oj2e>=OhCC!A#O50_VM#Mn8Mw_JbJ> zQ!?u&XLU@?Xq-yud+w3?Cm(2-mPve)Q2Rt?+Y1ly-hGKN`$@`-$yL)biPJNip2)0! zJfr!^4DvIRxo@Gs9-pZdD&=vU>(zA4=M!Pc*zdUi_2l#Gn2Sy>Me zGN)!_y!zPWkN=#xpQZd1VSA zXU$A)*FH_xMbBszK2oOdM*_-Z*a&$vh)3iT*Sh$HAw3mvir}Cr8TVpHIGu{!L7~54 zi92azJb@E5zp&ClJK$yRb@p%e(zp1Bb_GX{hel5YM$U&Mw<-O+9SB(737BGRY^B1uB{DA%P`LfWb6S<16V)?nQ3ul8E9w% z?L(lQ58BwUgBv&X2W5?6Jq>XQVJidmkKGB$VSRm4dMHAh?QDF+%i5U=86cMgv?xJe^5rlI(CgKh=QrRV{CdMIoU7!s95xzx^0Vsv|B;it03)`6SvEoHi@fNORAPhYkrZ` zFOfE^kQ3J^iEA|E^~SDk(%J>gE1y`p_qaGm9n3@a!Tq-W1J>TX#*WPf%34#`HYf9_ zopH=YKjjl#x3kWf`j1)qPFQ*lo4XGxnzxKrEb6)R#%TSocJ66A_q?5V#mc*4=U+DU zpXFArQ1xAi*!XTO-Kn5Cm0d0+&7dWzRv+wxXN-pY~gJcDG= zV^Id2`k>n!@;Jgi*FAO?3H%TEEEe{~!nk)9`zJg5ud2p-_SwHmXW&28GZ>6PVEi6I zLtyY;bK|}FGawd^ghM{B+vRXrt!9H>`yapm?#Fu#T}GqMV)~yOpGBgOKM;z>fJh`3 z42GkzH~=DX08AtjX&js-5D3SJcvWLK67c#QR$ymgW|k{vcf~MqQm0C1JZ)M(t_QR{9V$#U6Px>Np5ZvUEL_U zv~KLunvwI%1!tFXPcC8~{*iO|2iBo^tOH-N_J7LSJBPXBL(XsS@V37>wBllx#>H0%$DhwQ{ilq9#nX_Y+0gAbfWo(+qBjyHZy}}c zB&$CeZ&`r0E=UuJ+OwznX zFn>m{f0yZ;pXvTN!}W8fXK{viNv3TfA$0iZBxwO$^iF7hmSN*$>K6|XzkZDR(=&a` zUu123ll$8o{{C-9kNhAx`K#>Aa>b<$>gzl3le=4!e?VQ3jkB{`$8|V9JEbc>r?0%A ztG=wSyQ*u*)ivbnn~HTUx3t7!9qE>?wM0)Y)8E5qPOe2?J;OzF%NUi!(7X#z#iOL)bI5LeEx7K9PkB#{$S9DFQ54XzCZf^)BW7fzgK?0`@h|} zb2pj9lF3vml|r#(GMPxF5*QjslU^)g#d{hPTD+ zrD!N#!^lpf!{cemI3~hU0yM?Il3nRkPx>Ez84E*s6G9muP13Oma5e$O@Qt%^OnC=W zr%_27Q>4?Xaa1ynjg4a?X%zqW_$%UNFA3oaz z;NWZ}7+VEI7sta(WGxU`9gQrDMwZ9Ii=w!F_EpgTVbC`_=$#$#&h~rX^m^X% zxL@%&pLV&XIGqHSGt=dK!fpSv%l3lH_GgE6y2JX2-SV{6GR5D|9CT<8JG3V~h8&ln(ruG zpZmF=|GAP#C6EM?NG6i_K@tfFLBK=;N+#e`5=IjchJYvppfHFcU^)q7Nf<@I1PCBN z907p@1SDZ7g}^BUPQVZXL&(Ih?}-F{{^$?xkIZ-)i#c^EI0}Wmi3FGkm{GqL^C(dJ z7-AK`CLV0y;0#OJ4k$Wf;--nJJz`|IHZW8k8*PjY*ZSx;!u-;Rure}I7a6Jb58Vz6 zYJ-BRAh$Fus0s4RgM#wVa8*p)6qk}gWk*Czii|bKrKE_c8B|c?^3JHNHLjorhl$}a zBB1C1yaU8X(5P_<8IX75<&BE&xU4lQCgO&gxW&gQ_OkMPoI+dsNjv4Z zp?_ad0|Mtk&0P;SDx}IQ!W{7;Kk)# zQAsNxr$j|9K|wVxNsZKd>3JSTL4Z^2W9A3h#h(7_K6;_2KhM>7%}dVqMe$N| z<1Rzv9$npUhWg#Qx?T6)teLpa(SF=a+;1lzc2iH9i2EEJ$DGuY4)S3q<*>WwgpGXA zPTKEiJ!oq=Xs_F@D_LSE{^p?`b9bNe^q%qcU-HwhdHOH<`_AKAW{ev_c2QvPdXQZh z;*|ykmBEqv@Mu$zTM^<{hxkt*JKxFvBh-qq=26+}jBqoQU&+6KxfaVf5w zfyz!u-37?Wpr$urV1tS-MB9fLn23p!wBVLm!pu*Y_z4p)Y2_y!W2j4vIYv>}80Hb9 zZc)l9O5qKS^0ZfhO|Ub(w$UX{T7^jqH)-aAngK*Vm^5&bYKq|42c(|}*G$gQ54fkl5as-!Dp+PH-)O4YX0H9s*0|T#ecIQ1!ACpe z@4p;kc%s2qlr!*Ll8Pz^)s5m3$pWIR|o468;V z86O&9#OQ4y@~vQV9)R~ilEQt>0ZLVrO$EgK&|p_!kP>0jAQ1;rj({>@l-~=E4MAhP z2#Xr*t_yTjMCinXl$A0{lO_df*P>nvYF3BHrQ!o?RY!L6mVPH(KHquqtp4DB%h{vi z4NGfYoJxE91<~A3`(K^Te(!l#_BPM)J*Hni9ew)|)x258h3~XX&n$T;qvgpA<|~s( zj}iK2Op<=~ifZLN`@ya9HH#Ii7MKofwPf$`o;jk~w9>S5lWg%f>YqMS{5VJUZ@dj}N}`7-{;H_8AX${`t|yC#ST%_z3sinf)(K?fz3%(^HvEPi0m;no&MA zqx|8_@+pLtr?ST8yr5e2o^I)T#+C2r7tfN-d2HnUNyDE!rday1JO3mwNR0BkAqhRg zrNp@8xS%sSSQ+Wc3$@<}w&es#XM^=e{3TlhR~C9N%(I`GYdk#1nY%1NKIfrcb@r4w zhdbez@9%&AyILUB438xuo;w&cj>gg{&maB6?Y{%VAWp{;NHUQ?Q%Mv>Q>oOw!bW`Q zY!vktwmx9x-;E)x}RvDv3!D^K=TjY#Jac|9NS0#s3 zIM{r%x8ZVo`7!eCL+yq8Do-pvwD8ZHKYQTH#+OU>zjt-Z>xULTzTnNw$1<`WBxF4? zIcxUxtog5HEqyy<-A7r+zn^-3!2`$UWgh%Gv+3l!{l)A1iq{d(eo}Yj^}hZ}>*@ef$f4_Q}9-4q_jI?97<9GvOM6oh(pW4;mT( zGYz!!0s9bWWx@_l+|nOZwLo?b>XRhhBX`2ugq@wx*7&=BX<9(Yd!N9~Ta87vfNdBs z^};rKTuX|G&-w%hVunV<%>i8;$jJfiYyc-{Y|zevoJ`nG52~7ck~)v1)+4L+h%3XA za=)O+-g#VcV@dy-m*@w-_Q_hDGO|nB;ZpbeO+2@<+bL?YacL--K(WL<=qZhr&HE`@7Sdjo0x1KZPD=?bi8`aP>qsRreRfBMO2rR zY-C*XkCYg?&WIZ}GjDt`RK8F-yLqfaKU6B~&(#UamGpc;^YNm+b81e{W7Ho} zaEK1WnBSodIE?|1J>+wSeXj7ouAT)a)U&WJ7V*Wx{@8?W2K-Yuy9d#LFn;B~yfg5> zYa62z;Orml>|bjeApnX+A_2eG?Q}WpHnT}@GHNHTnbiupQLp)&kVZZB?}0U&}PX$;n@bFVyqk2HUmEFWJq6X$M~-qm9i0y=3W!sftfi_1|Gl z^D*N0#3p{zTK0|s|k*6S+?z2&YhFEUlG*1pZdM$88u0-lXQ=@!)tgTBpeY)zeW5H2 zwEh}SbF2h%AAnqsF>;lvB2X>1ftGSev*hQE-NM)_%M^iEoRH*LIw zY3^X^aZEXm$?l-iJD50)j;7J!G%8G^V`*#z!*~Q&1gV*a(-V;L0RimV}BD;B^E%3xlT+@FW5pg@J4+zIUR$ zaXlDc2gWu6@vZUb##m%65ZxS)ERBa3M#GC^k!7*S(pdP1NbuWG;KQJAR>1pO&^OcX zo#pY&^thh)xSsa7pK-e$aXGTw&d1%3SDdyPPU{m++cc;3al2)@&GLlBoM|&pwkV%d z2p=(P-ZJaHv}wP_A)4-cyKbpVztg47cIx&!btjy{&;8ub{rsOMnM4zbWFnD7aJU5{2{@5Vq|j6{l|T>(fdM!c4w{Ts7DrZAqp2tQ zMn!kVvAcKDe;ZHVO=EY*(|5#r^$J2Mx*f@rbr!loc&ZJVQ)zvB%)2mU( zoDMMHhaw>;8iw%`f@2W`h$3JdK>#EH!T5pU30n6@-zEPa249#>B1p)Uj0gYz_rE9O zLBylN{7Td%NmvDll?xj=pn4!CB?D3tAS1^mq?ouRhMQRx5kXaCq#?ws46+Jig6a_G zR%8T6W+8q>L{JmpmITh8aeS29ktHF{Y$eau`}&ow74$JLwTXXbes zH=TW#J%iW$j64thx|@E@OV9N&^L@+$cVCX5nU8OowIB8LUG(%`w6-3^+ZuZ=`C0k4 z_EVOYLpVq4IB9D+Y-~PaZawPgKJVx}rK{eouia*9*=K6nV{F)=t=?>?-EOS=%}}*f zSH4k__p7parLp!mUHK;U?Ujc5ZTh;6X5wyh%N~8*R#V+pRmoahNvqvrYS?b5+pMkG zWNF@IYdfN;-l?hFW+Wca*Y7Yk?$*}+W~UsswjDM$?RB&tvyifFlta$W<95msN5>II z`w=H4+tr?pR}{AHceETdmajKft#OeLczVwI7}xxaYk|Ql?w+$=ysGg=h*uck6nUA2 zL3VM3hp(80gtcK|LsZlj9%%^iE5pLth_E(@i)NL;Xg#Rt3=6Bn!m6mKIVx_#38@?h zvVf)!RMS9BH>9E_bWBLokJmOD7)diHY2l-e5yZ?(S_MhRXwo*EvJK-iXUFEgr3)T(*N@`L!=warC7Vj?k(jy|rG_EpKb7 zx24$Il&828p4Z!Y*v)aQ-n`UPTwpwVLcMbx z{ritgpL>Ayr1efFY!!Dos^UxxT6n7v7{_6POK`TS333O{;DJog>luV084exg|L@z^IX^Io39pPs>duBevcyoIB)Qq}^2%Ps`X`1m=!;GmNuRYWI($tRU2((uoY5&uds;Pvs z2Q%s($sj#3sp3IG|E#C1>wi?Q{8Y2_UHz($w9DR9e*e7q^M|FMJ|z3;FV+*A!Y#J| zURRXW?x$4)EK;09iqdPN?B+;cMWF4nuWG-qY=`ISl0e}msJk#wxzBp(2Vd3hKfo$>>ee!Mageg|M@f)lx9n zc%!TGTx-$crknd4u5QcQHFw*W&#rwxYv(tU&aIe!^4G@?{P^(hxeqOVYtkn#W-Wa4 zfsG$$t$9Cl>6?UOKRlAV`q_(19zFOC;pEQ`cU_y$uirmdyr$vQ`=k@IH+}N(8`Cqs zf8&wObEZ_f$%p%e8A0CihTMM?RjphuYq=s}yn(sRzqz5o)F-1h z6!M`+D4htVkw6*=jHe>wpw&No%h~r9*CQ0VQoiL)fyVDax-#F4a@a)D^DQ$NvI-R4H_Mu!0^MZ+a(KeLp9J*p0 zJfol-l#+Ifn|6p>_qr6VL94)TWcy8Azi}vN9txR;!WOQLe^cAB#n`*w!oBJg69Wde zns#lte2czqd-JMi$V*?NuAEi=*@MSlCeV(2Vdy#`Cmm3<9a6L%l9CTf$p__>L$a2w zvihZp=B4uHWy+S7>edxX@^Ux-YE0J^)pZ3Fq_DQbCvETu3+?ptrtX85ffH_SuCZ&c zp?!mnvPR#wTt`}}AuiMs7ix%0bZr}r?OSAxYlf@V4A*TKYuq%}v~jTL$HDv`wbTB1D29{e*b1A3}X{SSii)Idar%gg}NZM`UcEebUVWin0Y}E4Vbwia#VS`iJ zZed-w(oc%2c8*nVY&-rIuXK^HYC(U&Jj>WE9p|>JFIU4VQV!;ibzG`H^JCeOuUhlg z31|go8Ov){`J4uy%M$Q7LS83c-Z+8J{#!i@`Qj0OEE0&~_zY)fU^oaw0uv_~|JTmO zXbAjgb0ZKBLtqq!;s^{NFa+Ows1f|fiH9R0zt89PIPDIr#bhz-jXHx`sgg-0I;}>j zRQ}Q5rT*{4Y;xFbZjUz*iN+$)xZfZ4`Gc`o{2n+Boi* zLku&c+e~XRkjvD~1+v=f%7#33bD^fWNP}M%NUE=kDzAttFH0(Oq?I|c${caoMd7V8 zg5uMHqEo}SPK!&3Y)R2!NkR7L_1&Xaw~KOj zNb`4zbGM1EZxUZ!C%(2;a%GkD;xfs(#ga2WiBHZKANzXrz#QS8cRAZ#uo^OmpqavhB#^|D1XGg^VjRGlw@!G3nSIY?sXomN z{FVuv$%>!L@b8(__I_6J?2M*4S?zNl>R#~J;L;a{*1o~t`tIn#FC-^^kY8M;%-Nv1 zwoRM6Q=h+2e=A#m`>>((sJ`sDq5PDw>a4NqjHUL1rT((H{<^vGhKZPOY$-6d78_e{ z;is*{L@75=D)f{}9i<9C9W~mHT0P#}*r1~}>br^hUZSoC_s(?x>}=Ezb{Gab^>nJ9 z-lJ#s8d!a1&VYGn(86VyxXcM;#x@Jt76Hd1;F|AQW+OcFsK7MJH;)N%WOna}1!fW7 zDjv2=MGl$7p;owb8n;pJvs?WxXUOM?27~cP7`M;jAOykqANbIOeTH{8h616e)9P?L z+;)p27!12y9+&ezKD(d)U+3O)yb%ORB$E&XPgt99Dw)7A1Vf`34$iE2RU@LtaNSIb zB9as`mPEKogqcJb3Ai7IsR-PjfXPXuErpO#{IV&D)FqMn1l*878Yf20y3iyY#Z@mZ zj;nA4#>7zGgb2pQr^nC%3>{3PgK3ODfwA}~!ocE86l9O1qH#=|#&B6IjdI7);X9c0 zE~dPb)}}EjmSm@soO?FeI5wI_$L?UtyJ;QH&QRqYOgfH<$5HWwdNwwm9vx4M(rFo% z7NIE)zK@2o(ik_5@za=K;&ySImqv%uINj?@CwuVs9O*z4?P!vWCdf&Im_VwNa2bjZ zpOvMc+qicIUP7SrFmxUU&%xkX2s}N}-?#;gZ-(OAag-L@9gl7UqMLx|ns|6gEV3vT z`8gI|5Donl4tyR8ei#nEH&NR-E8v~w^Ue-S@*70_n}4qu2uh~O+VkJU1HO&w`q3R zHAijg({|l8hrZ5fWq>hHG~xjPUn&_zQ^4>4`THOJHF!Vwb3gZUKmT?~;E!oRsRV*0 zlNg#x;nn=YfKLC=@_q;c+xI zj-lgeY2`Cm}*oA$HECPmcpGiFbRVR7{rA&7(o&V9PlCdJD$K#5;xe8iX6?%vKR-_B z-}7padJvShBrRMFukur(P6=e>0qQ|OMT^TRF$u-bx)tG7`PsMel14^;fLrY66x+Kl z_&NEWfh+F*D_$I#-S9DUoqZSF138|-Yd&THE}9Kq53q}I-E1Jo({s)3Eu^ECwqv%=)7JJAs>+Rq`fV1{ z0Yl?1ef3sd*?ME`R(;JDZN)}?)kamxN>%9^v= zUF~Ll%@#x5Z}^s3<4%3;HgnTn8|9blY=5G&Wy zo8zJ7cn7Zr**8Pn+YwhbBhNLV~K`@Ptq%BS*!}F-bG1AV)?UB7(~3NG&L% z0J8SzNNrry93E-JKc@=3r4!N&Lh61{(~BcBIR()UAbKXC=}(yXNiz?%3sW{>(msN@ zM5tr*AM0jT0cz!8E)kAFonx4D40YoJXDR%QVH4Lew=`i9KKk+Hhr zqwjSrAW#-gA}yLsTKrJk(#J_Fo+K@QqI=WxgS%g69(;>?>Qm9B`RW@BwMEMfmFumI z+nuck-0jD_)KlKhW5M2Yfq^T5!Q3z-KgcMEux^K0#S!l9D8Do=Cp8Y|}E=Sd`&dQ%` zrQbTMfAZA-;wNqJQMP+pw>lcuI~rGeo7Ot3R@f^R8?S$@J26L_{i*frqEPw1SX)k{ zvk>U1jP=#U8O?#NN^fgXpzW5s`KE`M>ubyNwcqx4l=~=UeoASGRuiR@KweLj-WFxG zgJUc}NCyS|Q6?ouZ;3Noz@c_X*dHIFg2MwzITsN2!*U@G%M?OTH3F(fA)OS`i4z7H zq!vM%QQSC_asfe4ltl^mGz5u-fyV1$%I$c6b9AsJ+TRl6bVCv@pb!A+F+?W=qykVS zN}AOPvo>WnrR+LbBaW~;gB?{dUJq(lp?*8+v7mNc(yD~TgQ1o@zoaPs^;&%Dh1!)W0xIweDy6Z)^N{mrMtDN|t=9 zm_Ns}eVt?VLha9=I<_u1Z(QQox7x93(dhdx4?H`W@%&Wot4}drd6GNpS^lff@Lzp$ z^u;Mdk7e{dkU9KhruEC$9Sgn~okEcQ@9ez?a8vicr!C142qXjuC4^3TAq7Ywg>=#g z1VVsN5?biJW1C`QY;fFB6SHvDsMc8;9e_T6`Oc4zix zcP`)g%^69SEX$U4WIyNme4a`gTRfXScdGXNXO!sj$s@$@MbGhn?hJXybRR>yOTnpe&xzCOSEg_+Gu z9&cOnc+HdWlIif;SxI$I!P*y1>s>M%_u7iFAKs8}eOtO^wQTb%x?O9vyWin|vXJ-g zQ@qcX@prAamfi3TwmZ8j>^-GkLW7so=pJhJQQCmP1~<0A-jr;<|Fb>+w-6cS>npWa z9XI9uVlLTlu0C$6KI&+{Z60c{Fna-;{LerCjEB6jpgS7$L_&f1AOAe@e*r-Yhr^L* zG;u(VKNgKe!jT6L9!yGS6B85B$q)Ghpbv1_%|^9U#iz=c_%TYiaJUWXI3qT535{HQ z0|(#0#?`QT${3hJ3Obk6cn?>V-d=FEA>&j@^8V~|TP|*0{lyD2etLV_!H=gL`E2U> zZ=X8*^~^IHr=9t7%I}{f{rWy)%WH@qUP4^kJhS-Ni@Ez&rF{3q$q!)Hzkgz|bQiPf zbZ_>zEh%rNZlC-6hN7b zjM(XZ3mY`E17>c}!U>p1{RZab0(B#xX2_=^c@;#Dyx%3qdldu^zuw6%4I1e_J=Lom zaEg#NZkd^$X(pb+otxjh6E=8bxq)=a$|-gT8{E<^mki^SG#UDj%j))zTX{YeF<_v_ z9XvqM>6asY;tEjFt z?LP*H>ccik(8L6!9e}hI5LLM-7tH0tBLOod zWFE3}vc03Zrk-nkhhD8*izs;kRV3Mk%W=V&M-D2dl7`Z3|7j5KW zOzdV2DMLfNtsJ;1?@v__Zp!h=qOLQN?h9i*mvx+ahl*lVj@XoByK*?OC@$5Ik=rQ4 zU6ytom2{mlFbd6llu3klDoCuVGks^*)oz@D+_DV$-Qs(z5oe!+k+Z)Y>o_YyofD!j z2+$Y#ZRZ7T=LBsRgy>Tu)P6B~hrDBpxb;hR)hCwG%z(DnM9VSJa*VWMhX`dEtuWE^ zEzDwd-$iZTd1d!0Y1=L->L&?m%NX)|am!Xs?+G0#RX38UAIa8JaI9ENC zt0w2l`)`P_$xh{f$INpXSXMd7B*s}Jc(bJ63~liyai3AxqvLgIxfl(%UCl;oIc;hd zTE#*s7>ybp#>hvByU%f&_wbNs#n|iQik;-jJ+$(lDt=!kCZ=gQC=ClG9jXuy6?3t- zP#N1QFMrl}XDhbm+!(dZAmf;|Qma8_H)$PagVSRC7k2iSeKy&824yz7?A}S&%>5tO z*%r#CyDE(n}OW06q8rJXd++-|$oW>9NXA|Vvj zI6{;YI_2F>a&(!vDR-ea}n%l7ICh{-t%y|b!)LM9A1Bb;e79!1jw75W5y51* z{|W*)lVm#xvt3;BkB(0x)o;Y>){P@K#G5w6TfU5=x5nFd$1uM}yAQ_(PR05UO%RWS z%0B~dED7A1sg|}?NjvHwcGlG->uHi>k&>PkS#PU!vhNJv zE+=#-i9JeEpMr!_{sqnm>X89eBBxPJ8&c7S)YM@Oby!WCjAtCtj8fHXs+vvLuxZ*+ zDs(onG#t8?P1kamS^--x;u{m;jb@$7YSP&)MmJ=ixqM#02l)ITIGLvkxV=uR)9V84 zPPVdjOebk_R#Ac#Id1(qfUsO(3U?6^}w!7?1JCW887*EaR_jj1Ez= z*k~k34*5y(C?gskf|4E+_ZW{-6E~+q=2~O~ve?2zCR4X3(D&1TzA@Oc1;Y`Y!vur~KaIp!cXBIO+Eu^LY;Y zyhos|`w-yX2Y7Y^u5E7Tmk#?{r+uB%w#H$5-C=#nZh6jXS#7htZ8N`NwY+38F0&Y) zF`1W}jc=Lt>x}vr4ce6^-71szMWf~=qh_U1^^{gIMWaYkNoS~}^EA>`YU!(L={o?a zKvut6*{5ph7aGZT8u320=(KL^f<}BvE6y~?Yfb8b@rel#u!0^F=&=AU6}R+azR{BvUc@$W8i;QPU$;h4cN?)6NBLx0(7303XkgNcU^ zCyYkDUaQus6akkl>IcFBU&IfFgZ_!}_&Bu2-7>kAF=`kj0~%ex<_NkyLBJFAd&40x z67nYw^aK;f2SKgK!BFt;{!ago#|OBAfDd0&@7B5N~40RVZXHBFUA9c zP9ML+%Yxde0CqDZkx@!r#?L);5YK5EC?BTRRd42RMGcm_SE_N|$ z-7KVw(d1+{csVU@D6+53MQ`x1kv@LAi_r+Nv(XkOz0N_a@$oQTew&M4>t@tLjb_|- zfQRvkdc1;84+jYfy4<5Jo>Az_a5CyVj9LpZ+f2A)#^2R;-cYq%lsBG{RQ*1BZxiFr z2FkTHqbV=let+hBQ(;*fW}48ygWRT&awuY8Moqk^ffJMu`=kRtai5ou0XVHrdbN{W z<{U1y4;48_%50>3=SZ=!FGJsR(=k|J!DpFpcTEF1W3Rqx zWm)j|EVwjN?=2H9&Dfu5=uRO_smdK<8@s}vbq1hr9aEmd)v^R zYU;jW#@sBEXO*JyUPOERU(aUV`aZmxsHG_DWUyKLEI8fFf zkP$&qM@ZK1mlA`@;fRJF*3hE{RzyRM8Aro;PZk^e_ zYd(6{g0@`?yZ0}{9etj7?ltn&b)&aF6W#w_lDAD!zDHemSlxI`gFI{LPIcgJx%xA# zy|-MX`wn7`d#K1wEOZYSc`49xlS@1!r9nQ*KZ>;Uq&f%EeY6rUwZKO!^wBCkL)p%O z+WW>(T%GE@C}~+ zW{}zo(y#$05#){lv_6nc0yx6~$*51v0!1vpXcQb{KxvIax}Q%5M~NW06Y5RtD084o z9LOAJORlq{)YVqvXe+X{7TP}0#0n{dehD|M76%nVzli0h4>)@3 zT_jXgBZ?RmVZ9=(RYcTdAd3L>R4Fq~XbNx23koRv4`ILhfV$&*(b?0c?0dYU`-z{e zEm-te$J*x^8{cPq{u=+QH+xr1A9-)7>g0aGuZJ01z9MgUvv%S1?8jjp%b)C9`S`$# zPe{Iai~H$X#gE@JK6sh2dNFqSbjI4{((gZ#Zu(HL{#EIRZ;ib8Y}b=8=8C!W<+J(*7<<%_C)Kl`#$42QNW zcYb3#dr0y9=d@Rru|HX7IC@y|>ptOUA1XF))a?0%_VP;Mb90C0B#~y%;4Ph{+x3I} z&|b-^1&mn;*5fex448iXe9`Kejnm;d2zd5Xcu^AK9s*W0bBf@bwXM(3FPaIvI~7*5 z;PJYpkJm1l-t)rT;#pIh7d_VZ%2Tb+FB<;z$_WN%ty zFH84RI-H$F&aNV0pw2^V@D3q;BWN$N-rb#Rt37WiIqXEGInj5V%~y3fKbvy48*+X& zr2k;NyVH$Hvt#d@3FTJNa4h7G2R$*s5&h6t!+eez95EE=1X z&K^8?5Rb*fp>P1QR6xM%wiz`#8BfV2%NTtkGDbLr;wQiv2j9TK)pL65Sl#8!&SH9d z!7%cEe{Dur$&Hr#7piU?$v(UD>h2A{ezfe3d5^ufWZLfcrvCc=v>k6JZCwr9@h0r& zH(;Ayf^ApxL_D-Tmd6lphxmihjc7ecPP8CiSO<2RF<( z^UdrVKQBw$`^xq0tBOv%BkRx7kCeLDWq`0YAa4hSWnNxR*hC9iMFFcY>`?d=JtE|O zR>3#o=EFwfEvK+PU>F2VbdR12Xof)50HEk_FmA{zU+g@LX#5S{ws#u0=FYhWwhp3MfXL+NVa{f&7&d#nh`)Z0%#%g%SO+!(W;|%VL(TVd*wmRKtSFGN-99{ zeNc|{D)Al#&LcsA8f?&jbFvG9s_uxD6?F(B`hkdn8nMek1=c4;hg2P!o``DM1D<7WJiM%*|0?$30%A04Cj1FF7|X(Vi?h8*mOeKces`IWVn{=>YC z&oGX?#}ZPN}rloXei;ZRX*3X(%LJ06ay*MM9neN3v9e5`&fsW zRbd#qC+j*YYThPp{(h|KD*jkE zrD8&+b*#&&8L}yeW+~n*={1S_%o2iGMl{Pw78%hjC77lCCTRktjo~bkK9i*1EG3vE zSgVYnrj@Z>MNXBCG>eDI#KgND**i)v zZfLl@33-1v3ty@hPz)-eMX$6OHFlFBfzKw@vwsV31RU1MvNIsD1rvddK9>WW-2Mmk z>@Rla2V8!i+wX@e&q6`yt@yvPvwsUMv{=nXlU@tG#}`Y)e7=y!69|N&v9Yng_hssT zb)0UW(+SvYUZ>ONa{1gIK&8>y?T$bo5RXIPECBld)i|?REJm$XGbWO=XfiTUNx;av z>m}$iNmH)4F-OvrCv7d1qKYKQg0bcTL47v2DwAK6#jC!{ugwzFXNel`iJI;S>M{jY z8Jx0P?2;Rtk{j#y)pxDOTv#jhhP}y1TIoADCjLajn^aGSzd&tQ<$k%p| zuWln>`GIovM|$!m#`VuwXV(eNz92fih;?vo|EB4KKR=<#c-vjR-j(};^Zqht&SF>2 zGnSM&jBN<4O8z%1oG#CIm-e$uLSbe zgi1b)R(=^R+YruM6D?R1soogJp86+NRN+)z^7&)<4`9?y2*%E*nEO|9j=wFq{DmN8vp9XXB=dkI z=a9VcxT@rgy8ME!=8B;{*;t=ys82OE-ZnMeHMV3LQ1^AHY%MBRjml3Dv;qaXP>wE^ zqf6xIQW?5jiY}M6SIXNG1g)!1)(y3u$+1XjFH+XqD(geb`rBm$jGWL3v9kf3l893c z{u?_}Q;2FRNlhD4QwKFPvUW0|kqKF5no+8TO@r9kCFV&nK}VS zp9pU>DP?A@%4*a(Ao~o$XMo2u8QvI}tRr-JU3RD2>9X4$YN67sHd+lPtJVI9ojscW zvJ>zJ!r`#P1Uk%qyV(!rB}BvVcnC7iLZ)~~6$?pYK`GR67UV@k+*pVm4N}8FQYb_S z1@WOEAsp-r1-nAQHb^=PwT6RDiJZp9aG)7F9jp(BkdY878b-&W*jRKR79EVohT}0> zJW*H{kFjF0;aF@i9vg~5)QpCYXrvCt|#bxbWe) zB9Y1{9FIX=W(j;oO8_#~c$7U6V?&9KP%tAc9-~56fbNJIk8#H1oRAk6ba%!h^jL(N zxB@K(-6K75f*gm?-U#H!MTX+hA;^^r;bP(5Shyz^?w*8b34GQN3RH&!wPAl%2&z2G z2>I^^efL05hTnS!1g`mkvwrWz0C3LlJ?{6O1ieQ2K~QdhZ8Zs#eik=tWH4d^g93f;UxC@2L!?XX(HtJSuH`k z4YZg&Mx$M$c52mDrNShWYR3c`0pBn-=7KJf8s%d)jmBw89MozwI#nvSLgm*RV;0MV z%k__N;LnHS|3l)Y`tuK?TJ<0veK;}xj|USEA3T^`u?G)4(I}lt9qQ^H?dS?x?NJ{X z3kGB1P&^iyn20}^h);~iWdgpCPUVe|0lPH_`oh5g^l&F@2Z8~}QG=La^l$tTgaSa= z=LXF(ubSr7jt0EWpjjF<@j^yU)G!)U4Ex0dK+x%BH@lflUUsvW)8rj(bkfRP^a?Mt z!9HAUCztxTC>O2LHkj?CR=HV?E@r)pT4f~{n+FTs%v$$ogOl0pVl}x(n|y*cfY%Oi zF&+kV)+@j`>Gf`Uor_-QpjNwB4PGwFNw0G;Ydy>ch^es}J?vKB7}mo>LotuMb`QJN z&1!Hks$H}iJGtBnv9nAw?vB3wy0ZC#qVY60ZwKx6=ad`okEXqY`~CS1Pau9-3>V$~ z#K)?G0ssx8Q6n#+X9tyoptu*5^mzqc01x9~HCso@T$E}HvA{l5WF0EC50zN)_e`Cs zmj1hTQoe04&(wF%(s$21kY&Q(G2w1l`m>DKn_A2@b8ot(Khw~gtjAo|VXm9{?;E<4 zjorz{j_c;GYx>S>#=Z>1EXWMw`8?dN;k=!>sow`t1A?JjBiqvZL>xgfR3M=$p=E5OkzFD2hi%5vkA zt?0uR--ik>CGJp8f&v&`RNv*Ua~K z0*%+as0>eAmJ@Z~-jZ!^&9*jYn(ET5&G$_WImWsyb8V&>UFN0qI`FNYfp#yoA7l>) zM0CG^5}*^jqO@49=c zJbf)5QkR#~573CdQLib1qEs)!U+x>2}kqpzsg-GcN~ z)vNdY>bRR8$8?Xr@tWwlrw8UD@Uy3LUV1^Z`D@)TKRbWhrCht3v-nx&EV%BKnassg znx2H`O+#c%foDyH=RF3`p9W`q@LcoC+11ZZ&!6{1!Q5#zOP{D%Is^aS^32)rf%l#x zf3%vgVLfBZcI-QEbiA>w`;})(=OtlR&F)+}vtkacdJepH4g&q`jJ~C_DyPFb=1%FK z{}^M%4AQgk#_6!Gr(yhc^Mvb{(B6Eyb1|%U35@miYF|@rE&6mZj#5q3}0r*&%DrF5~&nZMXNB?;Nx=TsHLPJH|+V z{`seKjOGwgO)R|6ZnCOXf7hN4>OTtjBZ-bP2%W`ak#KloeEg3;p!XUNCMM!hNWX>- z@%8(>E{9noSBqFm_Mn*3Ef{JS4z=+KO^|WcSI@@Pv9Q&Qu5uctU=W$zSDVpYal5VH zdc)nb#aH)d9NTtw>w8EGM^2RQC&~D81b1X0TUfG zGW3$>4r>FXKBcPTHYKNfuGyO=&%<@Z`%){qg+$tNV#wqM@jdi&sU4R@H z)R930)vKogdIq4Q{+0cxrv!Avpq3bSh(dO8)HxQ?5BufFpt#V_PjRy^d1XkC0_T== zxW&z&y2r1<1yx-^<1nO~nJJ*KIH1CX-73F!2oTi;H8=<3mW7cKb@Kdrnorj06E%2w z1=hiRhTaW^-j8+I@9gx;fT+?rde6?v_Q|_L27-%UY#+H|#qMREU(xme5ggDymgJXj2S1#U0)I(W1dV!IL zvWyYTl3|yO)N%2LJFm}b{%%?6r%(O92v+p-3o6{Hv91ea9hZge7ewtBh3#iWnA1Y^ zDIw~Fq~i>==-cXpPoYoE>`#74-E~k;I%XuDFc8le22L3VFB^u_EZlmVxYNQ%TDi3b z>OC3eB%|n~k=!@*L)YyRjEUE*XH{wG6!iDvssUn6Vj%QJ@43c5xXuE`5t03pM-``ex@#BVDn_BMfA~dCm znf*E$+oYA+jB2|{_ZK@$*k@2?<0LyvcxRAtHo2Wt&k_*r--9#I>jM8>A`(fZQiWWm`@3GI{x`5BU9)2MGL!s79;RsMV?^5+$1{9~n>*yX0Nwda_W( za&)l-nJ;cC5Y%OJDl<5h8SIL5c10Sm>JGo=F2Clkp!zPaGM!(3n_qT|Uz*A*N#U2I zaEq?-ij(=JH+V%?nDQjHfM^ z5T?U0Zz>{Ew8(L7uJrq);kV(Ps}O_h5X$f1ieIJ#3s(k9-t_0a9W4AHQnfK$^IfF+ zt8mpC@N?Cx>gu6WO;2ZSxbqL=IkV9xz8?IxJ$1BCD+ z7;O!#@8zVyH3-rg_|STU=GWK?DG+Z?|rO?bn$xVvJ66;k3p&%%e$R}~Hnity+Va&X$U9S_OBJXhIl2h4 z&l31d(N-zPRLMGPAbi%-D8n{Mdz)ogq^u7u#Y6b)FYgRuXML(cyqZkVj0|WfL@kx1 zrjj(YAuXM(WsGPT|3b}1X$iTEuH`Va9HxfDgtlzxG_)q!8JnTuva|xOaZG5Gj+qov zi&kYf>YY}z+hOy%T%Z^5`Fx-cvd;p6fY;-3LE(*dhuf`_Y0Y}0(P%cCEgGHS@BUSL zG>_&#dxFrhAHi5O>ahh})*uM@pf|7M(MSY{hRw0CDi)H&g5p?E91RMiK~6Ntjs_W# z;7~Y-4+pWKAT|=}kAw!oL2M+5i3Af)R!6^o#wk!~m> zF*Xv5Q6R%BHZs{hmeA0kFvdj38Ff5Hk0nH~@fc?!CK!*2CgRcuWAZs@i;F5&RB^pWTj2SM<>rh_$)dai!l>yjunqH;&Em|Mia)vtnmnQJjRJb zjcKFt7!$feY%~_7CSoKf;~x`WRV1OFLGhA=XrwO|#>GP2u~0`e)DAtsKwUUcpK$9+ zBL2dVzaR+Y_}sUB?iA2_#qT`_0+;>3Ina9)1df5gNgr??^j-=0Zh$}v;5qGe@AkO9 z_c%XyIX-kb-gi3QbJ*9~?Qc44Z`rNu?AG_}*7vNIw=Cut?Ut7;=4bRegoFnh;~-SZ zX?pE+z2-5!8e!DTG^v*w)JyfMMSAtK8pQ&&{28@uzE=9OPWGlw_MukxsZRQhTJW=s z^Rr5DL@T@~VVzS8^9;%^n_2YdpMM5D=Ah3W4f`VT$lv{Zd^C^d(L9<*^Y=_791Vw| z1HVDH+oV$I6iSQ9q*N+3T8+r0|L*|SALG#w=zSOq{{sX8jaJVWDCjIPg(_w-cvSKz z2~WpkY5iClv5!IQr{eoa-CYA+nEv*5JR058+}K@TgF`h9VY{d}9D9hwA`cGZab!G} z*4Inz>Kf_jV&L#RJb~Sd6A%eUZ26qqbmf&RJ;K-FrYP#_%nPo!x<&=d7o0J{>fsbUikLQYf2B#D^?Q8Oo`p#|kb zzOgm))VP?{kW9ozx~OF?N{O2VNn{SF?yA~BDR;9P zJe(FUx7EdJcGBxS>?St{>EWQgybkYZvx8Ox3Od}(1`ngoNvm-(>LBjMXmB!W-OM^S zz1}m5bTgaWqeyTJ>*2HlytV{8YjKU%yI8eOO0{LM$VSYw4rFWEuE-ltDv=kZHAh*Q zn?_PTqNJ{8-hA`qYmdJThm~(#0FrO{#k~<7BVrMTb?l&m>=Sl_Vk{tN2iPrcMuTOr z&@z~B9V~Q^OYFlXPI9@8RA}tIW9UhXus2M7=_Y)d z6@SOrlV-xD>pQO+I<7kg3#@}hChTov*L728vZ3?31)pgd$Ti~b=(}$idvBY1Zt2=D ztB|KujmK5Z$2F*n@`hvb`Xj1_6RO7JlJdRcvfaws!_tah#bvw2RR-y zFxL&;DLTv*J@$qHciY&TX6Q&Uc3m?;O>J4$f%~SuJ4Wm+J2BhZpJwX5Vs1NY#wA<& zQVktf?fn@RT#Baon5N;7x#zlzQf$Geo3J;X!^KW=se@V$`GzBj|?NWY-VFUAJN*nk)xkPd(n zykCM3N(VxaZbpmfnISb4*cet*prxTk5>PB|Vn=nfSYkzWl&Ar+(qe|un0_>@V}!L- z2%MR@aT6!3V+55Wfw4Y-iw=x+2Shzlai=728+!8;%w`1Y+bK<7Pifsct9i?;#x1i@ zJLh-qTZ}!h9Dn@9fwQmCZ*1UaeJ{@2swmm5sXJ;woinwa)uYc^v8gufEqm`xbH_DD z-yILR%r#sB(5pSP3hzjnZ?rKe#rg!TURs5ZS^?0?ywnnqRtk`F+@wrb-wp3T1~8Nl zP)kC*rXa5tWR`e_vps{Ej-D&7?qkNL-Ik_3*2W#0lFzh7A8SiD8Y(vHD}T~e{3yHs zk?__UMaIXXb8pMeyyq-A=tJE|fU`_H^0uup%~qdotxq%8-ZIzRG}qp>G#6M}OUIZ30>C187(}0t?jK|Mg*1RYE>Prbdj#XXF55B4~T-Co*&mq`rpMnHPMhtTR7Xbq1s z#trhIQV>w`!&*^L%waZn!E9LBJb3xMDdqFwjmw_GuXzEx`dQJ} z?@-pP8h-9c&MR{US3X61c|rg3X|&g#8Gd~s_oG)iYoBAhu>`+pM(6g zYR}B1CIq~5CZc5qLb7SS;rKq@hPB=EVX|*N5N_U}xpLH9T5K!H^_AvXQ_cff-?SV*>^OfK zICfJ1{=3o@Gqf*1F*Fz6I166#1mgB%@a*aE;wNEcvtWH|7hvC6+Vc9c#@ANnFPNV9 z%;PoB&m(^HQtAvC`P0{lAFjr{xw_}wb)9Qo>sj{#=G8^zbCbGXdb<0yg%$H*H46}R z^WpXLrx0G4U;p$In5Pk#Ct<_SBIv7^$t{d@Z~Pd9T)nxyDiP#e#hB%%h7Vp(RA6Gz0-R1 z{b1@|-JW+0*ETylZklk}CPr__?Q)4mY`j6g!{{<;|I>DD|NWkBGW5nD2!%pE0Ei~$ z;lqcMfsGI16R}7lurc5VeO{-{VpND#0=kk(5Roy0p?1MwI}2Aw?W~}7SJ8W_X`K~} zu8NVid_sL@Z&i9{Sqi%FTIH>iITv@Q9{TRk#@9c4arW{j;0vcCX2B89%|bLMf6A;p zI+(X-u=Jpy{Ti#`WY7Jd=rxBZ)qDE$xAYb4AXS{8BQMgC7lvz2^q20dzV^w@T`Mnq zyWspc^RI4MaP7x=X*=g-|1yVGd%(mjF;NQuez{MI4k$1lPL79@=hqTLR<_?j51K|n z8CqQX1HXE+Q&1Vypmc+0&E%_U>>g$3w>s>09d@IzYEJigSm}@Ol8vyGS79e+!-_th zE$_SzD0%_Sh~L2QL(Gfe(^LJr;eeI|s)?YA1gZ!9njug->{s`iiPv1LJdeD~DaN|x zLtfPgprQD5Os|IFfeyl<_;gfIPXYCGpN{I&k$sw>fPosdi=qxuKt-^RWVlAo1N0-d zzRwK!y*>rTE$ws(TU_EsK!ysadnR0*39mG2;{;?4K3-bTK#Kc}K_d+mA%i-6KvwVO zSH<1(pq}be;J~p4FSo!k{F}Dp9Rq%|ZTPr_eBL~qVxioyP%|vl9Me#mk#x?`wwHEx zRo5pl^y`SG=acGI!RuEg)viKRtb`S>fM+jFy7Llz=-SJsffELHm5JAE;v!Al783_) z7_HUQi`1lB{Pxpa^ci8tMM>Wk^-#K^`?On(3_3WViRIN(JgQ-*v_n07S5CaHqvxoH zvt`6AY5yHrf0~AzXW+GYv>b<$;Z!kH_{w|ltSJBJ*}LyN{_8?m%Zaz7?FacSzl+*_ zmvx;`;!n$a&xx@Y<+xM@K3z4KBkfJ$Hy`2GAEcLT=hf{p5KkFMNA-k5dcs~q{~_JL z83QHL!YH<|3QeqHGpEKnTEec~POsSL9;>$qT8!L!J*!4buTaxU)znf5qA{v9j4Bni zObvmvN)5AGMXxY$8=Q)Mmuk=^@3Y8p7CAm4mkn5?M2lp=EXJF}IOABaLDXdu^=L-x zX)TurtBwxT93E-8#OTUk;qsYXSwqbiN%dz4^`}Kc6%HNSs9hYP(Y&5p zb;+OCT>qjf`Kz{^eVF323__zqNHwU&EP92_sIi)~4vXGpF}kfLx83Zvn>`NGzs5HH zMbO-n#@S@?*}vd3h@C;p|1aKI0B{F=KoI;ZwlSfe1ttxw$!&rq*$g_pPNUUmv{I>B zEK!IhN~Kb*P^kZ|m#P2N@df;DuMYr&pg$4_L@gGl)oS;H{&+M79Sjf%PJ%+f12}CC zvsSB-NK{;|k}{+qbjy2@^0qQrOOdoC4+3ZCQh8fBq$#yR>};$lUs#{Zsk+Oqyu+?Y z<5Z?6z*!~~+gP0;sJbJnNEeph;+NhKmfaMTrV5Ia1!Xsc<+s@R7ipQt=$Xe@_fJF8 z*}WsQw1bq?y~EdckS_n&e{v)4$cNb9UT^tsVd=XF&XK8_%W%VGnDGK!a|oe7^%#)* zq&xd*Pxdpe%%$$k=UjK6bKiZ=d3TlL&T`kSryS?urlT-0ZDzReS}bBQ;YQno?*Q^MY(se?(hQb&MEpm2;IIU#m>j1yJreE z!8=}qUws_j^D0dF4Z^wu4*Zhj*qUV90{0$(g9nm4JCfY{V9q@V{u>CvTX6MvF#D02 zVCr+e)D_;V&lrzA$=~zD$c_cva|IRLVMQWIgrro<>D) zvjU5h^`hkXb|nF$Aap1Ox|JkII#UnzPl7WIm87GRG}J*YZCFDe)-uT21US>OX_ItJ z&t>U2OdXf?uS+|5c9NiRnHnBT%jf9Fct)|nBpov=9t;M3v1m9R z4aCB(SjZHEj5Bd8D2xU8(EvY@*2stkXpz83I7kcyaiKtWIM@*lc1D9;5omQrLmlBj zdjt~DTEoGXa1a#^VItwaNEjOqcSa&zkw|wmjE_Z`aVV#8Fu}`ci5fCSf|^mrW3=%& zeLTj9N9p4+=0uE>$Yzv3h%5euok{)?S3HEknJUp}CK!)$5~3L=9vzKC2#ght(&B%y zFlH>uiAQ;Hs4I;-9^;M2ArhBZW8*PF9Ex`2jz`&Xs11z`eHqb_1lnW7q1%!ZYd9Jm zf=bY$q(~Sa3-!c8-O*5cB!moy>J#=^T_{i!4%7t$i(xqY=m{i-f~=r$?pM z3Iwb{5~CkKN*Z93hlV;k@#r>GLqkhdRcCWcR|~SWzNYwoW>vxcmg+K0eKoqFx~{ai zx~QNX+0@a7#-LFh=$5*QlG2>}^_69)hT85{WN$mV6OHUZHq{gsRODyZSCpfW4NdiR zP1V(9_cE&U?xCtHu&qtKE%m*~I(%mmKgFjC6Hz$z;Lcu!u<1uo!?!@zCLf zQXv2ThcPC)d;QXn@2%;nt(LOr26UUEp-EcTVBqrpm7U2sYzDS_u%$^pO1J4XKBqkh zctU<3^an(Or6uyMLxG_G|HKc%2YACyeZ-~$EmEId74h0b7FpCHjTw0%%}78&3W#w4 z5AEZ%`1tLhsK>`^^Dyc>v?|9)g_Bz07%6j7%H6bD7rER%nD2oK$dHZ%0&_Czp=3o) z3)CaVM%qWJ9Ml>&8|mhv0500YX>rmj9h7o_hjP#=+>AO0t)gx+ z_h=Ku%lI8WewT;c>VliAq z4CdK}i|oTC7Gl1ckYgRpwUP7fXtL|y5HqBhZK#+l?}%v<-aNFk4S3{NvjTs%6^m8AD2`gkvE$*}59oI}<*K{413>{aD z*kltv!_=FmYrCXxzhuVVG~+TLb*?wvj7zuRGZL=ZMI+|C4WDA@ylTazJBZn4>@)R3AQQc)us zT3Ahq=x8xLGoqnJw6wT|8`jaI+P^M|YH1NIJ!axSO=kuMbWP|4#L=LNG!->Ch6j1A zem*+DYq58w_UxS3_8koU9lZJLsf`;SYuWk~`j-VA`xbZXeYW?&3f$r62G74uOZkv{ zXQMcKtMJ}tW%;lA=2LpqSxxgPOHYcu@0N>j*WP#Aj=kj~Wjh9Q90OUNky0TAkER6 z>>=K^cKvQ?*<)$mYpUI@EBR7i{*|uuEBU<-r5Wp`X>0kHpXZ-hA-?pk>edgA^3$${ zWKV0Bt1ZWgzVB?!v?DX^&3A1L8RnYX=9)BHYq1O4=)$92#5VU(r(>wwOYL_J_PB{1 zE^0r>r+P=QR!p(GztIhGE3})?;=(t$2U>w)jAyXjJ%|Aq{eC_bSFH=z;_5|uh#1dM7eMRtQLtVT+DmK=3CIzxIHVRvv}0i@2Vf8!-L-^8&?pgGB`z#n?@e^GO zr}jNN6T5i&$m@%RU%Vy!YAtQ`ilJ5W+UFqJX2biQncn%-H00xO^fXxOGz5AYqWQ5T z>WT&Zi|4dI36uQ%x$g9F!duJf8{U%tw!@W`22_^^TIyWcDfSyjZJF0>B^8dwW)BwU z#^N0L6@neRftpImw(YFta|h>5Z=3y?WaEeOkKdJk^*(U>q9-#ANV`j4GS~LStIF4( zZhr#Sw&=4o;xS0cF8pASE~u%tZ9DhdGy;a6fT=lykb_%8%w(1SyjIL z$-WO?AbqmB@x}SItDZ)_u>!l{^_Eu`WzK@tzc>%`#**@di00+f8kQ#2t(?L5@~zI5 zb2=9wI-f>RRwQBPA(|hDp=Q7cOJ&cP&(;9q z?bQeEjVDcQ$u@TPpMU;ornb991Pi^zZC3oB*q8lJClm}uB9X-IG&DXw4h1&GVt*v& z;e!X`(Rer%3M39?0lY4oQLB@1Ra}aU-X|Q!2!}C(!8S@))ktS09a~55uAy~QjTuIE8cBazG_mPUW^%wkv%iV@6+}&S#aIp3arRlB zJ6VPAIs}zL2g|3z`Stx?CDO^erzaegAm8JZ&1dD$qU9{2=f6+R`kGR3Oxc(16g0RM z1E7``GL439!jOd*Ffc(4$t&w}@{vwntCNp*iMl~86_69W(!PL!6)>_wc5&RRk9)OI zw>;*OMIGXhnGL81yefiEP4w%?kiur92O*J-5irpL2C|FOWF5F_!R@v7e4$4!who{1 z$~v6lRtLAnC9Lwvn!~!DsF^bix3>KwBW{Ng|Eqa8)xoW?F-onJY}0U>ope=QzIkZhe9ZeW)T>G8 z=Mf#x!&_c}RV;^>Er(|>LEL`xAu>%zUJQ+hk-n=tpY}%ql%4 zUp;tJK5$JjkSguHEW%zf)9;PsY^gr*5v}4Jz3MEn=s<7QcZ94j`!hf0cO2I-^VK7H zYHF#Blq>E_R}N$uxhT7m<kke)#3At51! zKsF>Bl8`_`2!xP?o&*vw%@osYTye*^H{9hWTat_1BzM_rwybLP-n+EayKIxaPrg|q zd!PN?nLG2Hd(YYX-gEfPe>6+7JeDj=TGq4P=T%MBDkiJs6P1d|N(H%EJ_(hPY9)j! zDY05MQ5!~SH7XiZ$ATLLeP-FHK{lcn4{L?PI^l?3II0(n==sAs!H||Wq~Q!IS$!t) zAZH+Nr2ZnYEuPeoii0QOTH~=zx5ip-Pj+YUaCHVTNiCX`v9WU2sERvo*D+ar71dWi ztxw!mpY#Rv?%tN%W5|*yOhYPrqFctLXk=WSN~+Vy4O)dsr#9==7NZ6*Jz{5%TF?G> zb_OD|Km3h<MyrAMu2TD3+Ylgp*@a03{d#bQr0 z89XlUU-BCD|6r_k2Vi$OTt1g4;B@;82D8HfHaQ0U0k7NhD0F7ET8&1NRtBmXMYJga z5hon#7IZi9+bV^v#e&u%A)-u#EEk3SenR8}erqWgR?KNCU^nK`>vCu{+4R~hW<6MQ z#;nU?)@CwmGFdeltePxVb^3HwDyur3Re5*1BAHW_$}EW^-n%rO6@||@OUyh&NIyN1 zb%vC7YCPd6_V&Sn=+ApkZ$*5&ynNfjq}7o2FXt)a=c!^Nb@7qfTam&O5N*OU-o`g= z#p|s3t8KY&*mB>t<-TXT|GqWnUF-d~fSlFVtY>Y>3yc>cjOXXOQWvUD&+l0qQTB9X z!qN!t$tPU-5O?7^U-4F7$u@80XMv_e!Ir}T_>o}yk0I3Qhod*V4|aH~cK>DI)J(^L zAYxajd266)bFgV^2)=8k^Se;@p-}TDfx68>*q>)$dqS{1vz9hw-5l)uxuUf*sq=!FPt4^$AGr4lkg`z`^RnUE z6XGA|4{VPdek%g@YGlg`^Lg9m*-t`%@8>DEMMyS740|J#pF~pEL!_TYnodJpx1aH( zuJ)#{_oS`0$311a0^uHo&<`${{&g8SY6B>2;y6>HCJ11eSBRUqvwmbRCO+R6op2LgDx08tL+3fn71owY(#t*EXD}EHdZW=~*6ED@>gU|!c|8A&@pwF7KW}(X z6>K)~xkEGlV9*=zT7n)GsA}}^0-kBG-ONP^xG6!;RKSA|xUqisxZgeMb@h8ay*>}h z?`ijgHD}-ohtAr_ zAcmU^{jp6712sk{NDrS*hXTwHh}&2*0ahr;41xMb=4_Dp2*AxeilK!&(Lw=o*edzA z2DAVXglN8@fUiFQ(!g%;4tiRAo>re5=5sgs+)aKkfL7{u6?q)_E=P*fekZ)*9rgr= zBiZSQ2XklkD|YKyJ8;Sd9J2!7+kx-xmhbJr4>rp|!1#s5xXWzZX)*3F8s0bP-Zp@( zXPfkzwR+7Oo#s_NSbVlYuUx5?Emle)kJy=3zDz4yp^>jtf$6gqD#;qPWTQ&_x>EGI zO0-oe*rpVGqTuh9^S+kz4oTT3q^#2tR+Mo1s)UuQ;Fc={odyN}_uqf_x-A~3$!3xN z{{MmI=*RPT9?#=>JpZ&2dM(b7-yQG)R=d?^7l|Z%7MM!@>tB8gxSc94XL@9G7}?cc zSKr-%>O^(7ArbA3jSXcF5^lxj=Hwya$hykv#_GDV%&ePdqfQ+B_Vke>7k>UFG3Hk4 zow$S>*VAHS3)0f63i4}9iYp89s|)j?r9}-Dr6u>X?x!R*l$KW(<`rh9RuvRB*VQ25 zO|a%#cuP}z3k+6O-dIsuQ&w1(ky4ltTaa?6{9Z<7VGgvS1l~}KtgmaTtay--Q4o8p zE;|igl-qnivpGAXt+2SSx(?flBzN{OMn^;wBsGA02Zema64^omjm=! zc)-Kv|5F}_+1Xi-$K}`Xd}_8yOmaHiUZX6a4gWkm!fZS{(K>-TP0z$L~6TZrX zt2C0JR(iXQ(P1GsS;MxM9zZi+zGIIOv{!7b` zzB+&3G6*?shnrgC72*7%XrbE;5W3=|+o8V`ZS2u{TZGnWR7^8v1k8Jt@lW zc-?TJ7Lz4!2U(S>H${Wa)byq6Fj=yW+aNm|$dV#rITdHbjnVwZ^U~I9lGdxj=1ao* zC@Cyj3co64nC1L$VZtWRi(qwBw?>r2!00GU8$za(qX>FVAjZBK%(>y8q2L(`LJ9xK!h=4iU( zwY`ZtOp0MBOE;Kp!WLSm8q9o8{7Sz%L8hSuY396>NQc^%m4S;QE6XDz$1uQ<3 zle`kVSA=yix?RjR7qi_>sUgR0hwp{7?TcNW} zvDY?}l6Erh@0-p&IGy*M@WGFgnzM?A3yQ`Ivc`+5_E>#yvH_EB9J*)27Fb3KfbnAU zP@WxMX`ifjF%ST;#ynQ+AXZuNWtOpGE56JzS?eTKx+cm2Y>s^-+kr2(j^|khlB`4N zmi{CQ`i`;drU@Nu!Nlp2zv$sVsh~&HHQ&ohb}P#FhzoXd(%undY~dulMT=g^zW$y( z`v-IFO(QhX*pO&~Wf|bP26&zkUTE&FGIdoOkmb6jJbi1i3DsaiHJZ8_)$np7st&+* z>3f^>Z577edXI=Xqm`M*dJH{K>qxtkfU#jwW-x=+?!fih$Ghy~C_ACoHaTpk;~n&I z8)ei%#oEXtcIv2`j&qWSZMZJ`Sf_oY1L$kCcGa0t)%w-~eM^C{{eii+-q2R2g{EmL z61BB=HFc@F#%w)2PlqhkwUry%D|N^UV@ItS-DDYr+eSNVqwT<8vy0sC;Z6CaEH97h zqG17Sw`~-qM^uPQvKfiD7&kA=Qtyl${1mh2qp|&;b?$hVaQJKbnIExVef(hMl9HDf zAl_R){`GF^5Bm&d1(Qd<8Cv&L=bA;8&qmZfzp!W-BzY0!{&Nda@29!@Y12|j`zwn%Uv1|c`jm6<AJU0)yIHGxBMCW2i69m$*5JLO%&r@H0%-sFw$@kWcZGBC0_6L1_su$5{O25TD zz28upV`xPJT|GcI#!%BBOG?mZWEj&jiEphZt$GTz1j5+%hU)N_tR34lznn0}oHJ&o z7~|sEo7Xsh`jWbKA!@~9>KA{4uV0q2FyhLBi2E-+(Yg86@!jut@7z@V#*5I6%WF42 z58Ltz;)B)QA8%@Td&TeGzU8S1_>+*Xm*-Es zwdfH(8(1B|JhatPoo4H=2YRZkhyr6(oE4s7YfrbdCK_AfP4FaRYqGI1&Qy29ToVnH z9upl~!`$_PHth>t@%QTD@3i%&^ymzelIIqZ01-*g=rQm~|0(ZZ|IzXL{DDBg=k@u0 z{!l37^Z91}CTyIY1w&^(uh#_@A~~&QqejM;vL+?8F~LN*>}+07Vk8XQ$%S-cCFNu6_Gv5ofkP zgSfG(E%`lc=>Y=tEN|eR6!$<%sFxF(l@s;s&Qx;EIda_@Qsv3vqHhOEei*F!Ww7GH zc-=K}TN+n@}PQ8s;<`T5Jc+J*{L>nc=E$wh? zh#no?B}F?$HT24lC4EgK|oHDFKI_6eWf`HJgV|#Q=ub%1EQhYjw zN5}GLXdW%aqa}NE6F$wjOWfs<4mm_!P6^tpr?~W#keTk+k-UZ}pK01IBREBaHhPn$ z|C|E3!$i+EbKxeiF|7(WZd4GV3Nlp1fT^dEdNxu@$Pr>QRP-jj5N(!W&2pScjyK70M#;EQJZ2D$8AMnk z*nl={RpP0A>6n^RW6f9bEw}No+oZPm2~-ku@V<~#uM-kAVQ?m8j)1u{KHg&ya4-$& z-)wA5-QJk?Ra@Q>c)=0WgQ&LRE0gG20ews%WNH;6y;^3_DvWS&y0UJH~tYf`=pmH*F*6OAoW8zY{c<(;4pn(yNs!g@_SvpDtHTxbTTE`wE-%C5Z2D7izrcL|psh0BN{q@5+C{6tJXK}nL2~DtgmZ_^z{Hvn}s^Apbq!{w5%Moh@gbJ^wXZ^2?l$A-dy{_QWOBPazGkqugu+RN9AI-FW8EpP6)bx3%^ShazqjS9{=6X)f_5Cn6 z@Wb4|iHD@izx5yV6t4?){xCOm?cXTrfw}|kXh<+IB9yi;khvt7wbYyOf+u~MJ7r!d zJ8~`u^4mR#;8X-+;{xM1i%eff2;Pt2Zip0aiqL%=!G9-${We7VJ;WBX#Fe<*mAb;4 zvBH(G)DyP|xB)R;naA2aZ*&`k6Z0xieb7<+|6W4|tckLCV1-iklXR4(~T z!;^nOtp4lB=l@1I8yY>StN2D;b3utrk+J6%>Mk`gd?f z{zrDEWKdL0s)|Yd1Dr9bN+wOgq${TBVSGkYf?uVpSWG2%S}ove#X_A-Y)~sK1}$JT zI4owT-RiX4U3TZA?lU`JH5!Zty-{y48FYGs4$PjZHF}-yarfEd`R_kI-y?JeTE-tf zeCYRi{XSQ~XAO9?A+Idx;Rn6!fM?q0rubYFemBYQAqG6-0ryzIjrBQ)yskdKyT|Ws z4|tGXcWYSE*y8iFftPqu0Urtsn)$i|ess`367Y`({lj7N;h-Np#Rb7w87*8%MhXQd z!)``eShPr+4bo==^w}UYoH*mp1=-=n4PU~37~;=`_~2=f2ZFNzBiw*Sp8>yxJ`(_i zjp4Z2XDccBy@r4nc(znh&3DHgrjGi*$_9p9x*s(D98jokRfWgI*lC8 z#7)cuiGQ#&|46_$3f?1MZ@>%oyLsJkucyW9X#)L?E~wX4?sb)TT}2*erpuY&awa}9 zG&=1`PJ4pGcGY3~$qpQG07q=VQM>h+-Fm`qIRB%mC)jjJo#?y3I!2 zy9Vugoo1y@^RiC!ib3<1QT?G_`KC^}T%%Z~l1Hdz3$^m+w6c{N>3X$vElAKLYt-Vk zO3@o?(RP*KBb9KMg1=kF-zDSilW`8qSSMxdUnT5l3G23mogw4Z$OPShMP@O|EJmeV zLX`@M=#Gqk^`GbC`JXi&4|s6tqa$1X)wkvGJf8nqqx<7P}w{GH_J^Y?Dw$i8_sH99Kc-07>wzQ1<( z+bf5^y>RSMOw{R=m@CD1<7@IVtFzO~?=IawVB%6!5<&ivN?cC?Xy~cpPBi6X67$};6GwD z_Bhrk6MG!ikk8{1$*n9tz~;LxX0OApl8E^XIs-qhkqE6uz0(f3+zyuq{5Zh%{|=)0 zeO|D2P0Mp@xPiI9xU5Exp6}DJeM*W)f^+kRTr9Mm)@q}`?BPV1jSe@H8!ce$tI5G= zvrNIv;gT{lsm?;IwSo|;PLHp)(ONB&jYeXPWvUsVz>I`C5VR5MOym|T17#w&m?xXS zaM?rycukO$f%!5U4Pl;w0c4n&1hq^xS}4tyDVUXpu+iHbj84-e%tlAq=tv{3(ul7y zPShJo^(JDK7F%o}mT5=wByDlx=Bv!&!;=}G4d32^y|t!v|I^zeA(aQ7cZ{XEg@XYV z*{_`PNJviph+8;n=MB1egO095>#CY>YfxW z=B~Q$t_FQq-Ib_D#i`I4itZ#q{Us4JTGA9PMP892Z-`rO2pi9HYtJa!Z%SJ(bE{7C zDo+dR&kGvPb89b(TdoNjqowfceCRnr{W(FyrRfJ}Ma|a)4Hx;)i^7IWyxKDY=vhs7 zf~56^u=$b{eofGLUIM=%?}(Rm+);KWO5oQOs5@%(T}?N5t8|!5kdbw#=tc^R<7MEz z>(2yx+4@rTgZGuFSY2GVdhDYo!O|(R%$aqZFO>bot!==r`t|zvP{-Fxfm;}&rWZ5Fxnl{C>OiW zIo;`Gz-{z4H@nZp?RWDA-8_t&Kj0P)flX(^VV`i+BLUf&PeSlY2|?9VxaMpsq@e_q zlYcA?BcP#s736T-j2cjaeP`hYG-^;q2CuKC_+$jHXw<{&cQQJh^fosGX6#JpJNb0? zw+rB3MZgctYxrt@{TC6iZx$hrztHyMOI^RL9*TYsfBVmq$sbSWeIq_KxLvM<)KhrdjrSDBN^`~3LOD)(^8==B8-DaJD0{C(Vxz0+cv=S;@ zQ;iNvgLA6ENvg7r<+>*;?1WM$p~yCzX&=sXjNY>jq?>yaj9s@)-Pa6lQJRM1y5^JW zx^LyByG7Z5;-qb6rM$yRc!LqMdiv_?{MhaK%JTps18BPsbmW^m3r+1s=8jThN13I! z-Zt84=x)%V>h;}F1FBBbQm$z((ZI^Jh)P3mqj{`b+XXdtL#@L|3jt#$3|Pi{L0E?G zu}=PmX6xbQrrvrZs!G#zPg|d%sY=#VBTTAy z*J$A-=Dr5&Scesdvg1&|Fbo*)^i1PCoGD;p#ER{*kM(HU>sXobjFeb$VJH#=4?YuYX30)hoI9i3_o4CI_s3s?jBZ*XIKFT2 zPiym^UUUHhx${h9-=EfYZe7*#_S(Ex7niSlx_aZXlJ$$5wyf;g^-jxsD@VTkQ}50< zQY#{?^Tx_ z(pLSTu0191D+H`2qhL(O?l*A8O%m>Z-af_u>41txe;^bLg+d{)2q+Mko16PPJ9`vK z3(MRbX1!J^WQmysF?EDbLbJv@**Fw!2u|#Uk_Vcn`kN-YYH_Wlqs@iGjrsl1?Ed;J zRAowQ;g$QB_FVaT!^JOGUH)?I;rEwqePz+BPt04lc;4<+PZS+qT6yN_=4-3aIiCpn zUmxj18Tz(Q=c6O}h;!y7XPggBo zJ%8R$+g|v3XDb=%XS2_)RWBThJ;A*yImAdK()J zkTcZiJ&KO^6zx0plR0+bkZz(XcKpf}zs; zr*@p+-H?pr#@XtRDSzw_&OiPEUY0Vl2Ov7x|PPZF4-8xRYmIc$XTeOTu z8NP^%j^m=^IG7~PV7iDQoYgMsCt7%{sMNrv?m<%#Av$Q3poPEP6X&Z~#UJ zXlpb+%AJAK3_Se+pt;PJ7LLmaoC5b_~-veP=IUiBXM-&SX#k|%+ zZgW1TDQ~(yhf(E1h1M#;VKaG~VaI^7*X=0z{z*kt=A-U{&5_mc*0pMdLEh z5i`zA<(vao#;K|FlZ3?Y#$vx7y!2`J$v10vKb`qj?@&>`gm>lFgQTuiNsrx(nVL zcq4M?EeMdZoPX-Mfe)W**|@Z3^^;S(BE7k50ySHGwSV?h>BB zu;ZKA?!$BFpXSgfXVKr!4IX_se(A5|JKnPOfd^}U8#@1R`XS&B^~XNV*6xcgEHJ;7@UnNNm%8?xN;H?f-^E+ zMIkC_Bqa#WCLe*bM@!A5h8Io4qN~At8BNK0v>5-sK&(bpPBT=TX$_b42R@Taj9L|- z*IJE6hZS(z9S$3qJ_8xI%Vh%qy;iSMs#RL8PNUar4H~V%Xfm74z`y$W_jn%9f8hi} zK_3XqyndfA7ziUYzboJ|2feDGR~&HjgC0)6!|=Q5KKEo;(unnYM*N=Ppl2lL8TPpc zz1}{*7wPjf_&kkXPovk};P#B4AS7y;dkL0q`h3>%grPK1J# z8IXA~!hDK61D>VN2B+u1E;HV2h%*~vJ)Gf(BW7UMEKJHc;8#Pux$xP!AU6!u*fWp3 zi(ru%Gb~yp27LIS41>1Ji9YLDp=DJvYODIP-`2@!^bgZWgRgo0}2L z&G2VKyqO?tCPWJb$>Aj0Bi|!A2udc2U{KCC7VwYyy*++!TlhBsmb-<215l3(>T%V2 zU3FepxyO~~c4l~-d0u;k%a-S|XF6;NHsGQi_|^e@>#!bn+J1K0PC2YUIe?$+z$rU$ z#AZBTH6E~xLPTCLnV4gCETtO?3D3$O1Ym(xnF_!jPs+E zeOk)CAZ6W>a&lz6DmlMPuTxu0a$bbiCc9W_nPyuU zOuLZp)@wX~#bvU1)Q^v2c|4Ejzi@;CxyfvGx!nFxaAs~cG&A$p-+%x8;X{K|#-q^i zqgedt=l~jnfWuoFnmd}C;dKr0hDKy#^MjJo>hiMcqQZi#tn@ocm(QI)b1v#?^!4lK zu3q}_rwhlAAKSn8%y;{4{d_bd=4#fB>-l$XX2zVkdE#Jd)Gv7naTzgJ(k?{BojMu) z-FFxEABa14GClfwT69d>mFvaHnFV)JlcUb1M*VvC*B=v398Uh}Xza1?<4zp8cjZ#b z+0(HnjwJqcEdIpzw~ii)J%0Gc;cspqI~4olk-Havxqt0q!L4f#?k2!X3!94a9%QB! zCMTp^Jb(Sn&$rM2nw5AvGvQWh%(aYLu~|u}rP=qO1^I}oijJDvwyLUOB!Yq;6VNF# z2AxYHh-p-_R2mHU{*KZB8rwF_^I6ORms2N~Pmc`KF}(`fl*exMdEJ0PuNI4ye7;ew zvKsUbo7L@dI-L%u!)^u4|A!BU!{PM0>>j}2)(Ul6j?eA(8pL4e474>8J(4jOr{7L% zw^CZ{)D}Cf1pqC4$Z#cDlWnRQm}~^iiljO-sn$%YF@p+6sDV&tnQFFDS}YR{Mtqf- z+-#%4jih=r8D^YlveG*(^frKobTB%tG^CZbd<$wGlyD9vVaqjjnUJUi8B zXSCTF9l#XKLV*KRq;aCoG2LY%!wlF;1IW(m3}av`8A!XvOSPCR8R7=F;%CbJeUn+A zWAD5_bm5ibug<@?ae=(?M;E8lr<(GCi8G>GL~wBX?Oe2jhjC7KnFuw&WCJi+Z@^cW z2sI`mRMVfW>dVv(7itD`RhWCakpk`Decf=rW-w3Dldd1m*JDe;^0K~6H9B35&eWjO z)LpTf-gxa`mTn+V(H#EUEJF?o1#Uh>xXi+=xjyD9X%#phtALsX6lFT=`b0Z z?j%i5l78sEVK~=>djL!}nut&wq6flN14Iu5LA%M_t96(wIkmk{DGZqbuW2|^I zcp;|Qgl@77ApvZMlRV;_8nuqLyJ=%S@w7+6cJb&|@(?iIWu52;CI%gJoRc*fW@mUi zZQM>9bI}QQ@~EAFvEzEdA2-x)>S;8hYD{hA>bgudG~3kO01Uu&usn5bs;)6hU!SF` zNz+!RYHHK;t$BJxiLR~E(A%I#l&YHZtRw9X@{pZ`Hlgb+Xs8{BvJty%M2v$pVkeEN z5!Hg+Bv!(0;?)a+{2Xan0XH>v>ijY4nd9U8J{$Xd+tiW$te+2ee()OfwP#SDZs*?3 z;Ke7Bem=^%8rA&jLinmB)z8l_dJ@vM^L_r6oA+LMIq${!i1#-PeYzF3>G{$3R!?l- zNc?Ow{p(LjAHLVNVzJ=I{nJ1Fz&^R3`1yN1uP;NbU)u7@{JxFPlRn*q`*btzpNC1ZF_zZV%Zaw5fKmOMKmp&N7%JlbncAe)-Bn!YwDZV^l3LNr77lnH<$-^QVx7N zedZ^^q5ZTYM>r=>P`=$SIRA_IQk3BMp~?5wkFR?U@zlbp_txA%b3r%m%aW%!Kx?A z);(3UW@*cob)6r*0o%Hk{>vfMCvPP_1G&HQiLB*|@2yyp@$$ly7v`0&eWCTkx4OUj z^U$}uYF>Y?bL)oD&)#iW|5WeFg+uQ?$NuV#z7_NPmM<7x^F;s3rtg(sQd zcZ|((ruti^x@c3=4O2smuIwjm`Eh;iS$%z!w(*i0Qw*5I1~y*L7*qFD8KwOH;@yq^ z>-fCBKp^0-J3MaB@4x@<_k+>1-@^0o;X^Qn=JkS~t2@Cgia{llbEzWQn2F8I4^d`{MvJiTW>$zoAxfYWY0w1kJBBo;_*@mp-zg2 z%E>UrWQ$@7q384&IBiN&3Ag9=bmwgf>|*29kKSDZIlcXr*0`+&r#HY7_iBix`pHTM zx5hDD=MlCA#4R>*l9ONO)({;kl0!vuYpGskCkOF;$MvlicC&%esF^5M5i>13q+O1; z$p}^%!79aDWjLFhU=a?QdA&C2s9iyHX{Ov-np;ct=;$89v=0#btWvL;@6pqJI+{(= zXXQX$iUE&i+$HI83E)m)i&KJhiQ7Cf+V zb>URQjo$+LfK3^&Yl044(5;>E7y?$YP1I|mSD9#~W_q!eTjf(?LMHl*Y1+lAbWUA% zO&l?g9&w8h;dV2;UpMKIVqAhImk1TK3PM)Nj8){EhMRHcRXy9}$Tv0pr)^xMf!?AW z&(;#MWbo6(Gpo_N7W8h7=y*4>{q4x6jgXctkdFOJiFZDo$oXF0c~*uw&Vldew;z)Z zTv6cjbPTw58mZ%=4E$b`0ArSp0}8yJhc*a@EOLU1-pU!w;|&!Hhsy=S<p* zP`MCWDZGCm*Q%LqxnW*zg^F9=tLF;!zi5!0g~qE zBV6jvs}70YmCDnf}EbD0M}$cOEluK$AD`h&3Rf_NZFi7%95bLE68Ed#D$w5q}S zHiVi1S2GZ5IzmHl=# zu#h?+VUB9~1e1#CGqWq>j&FVja`)th{acqWU%F_=hG$C?_VqX4Xe+xmiLMdQ#^nN* zRwgv4WPf94VDv1UN%@1F+01$yptoBLcEIQW3{JoZsv5&(XRbf`&i-I$VQ^*v*_p%s zh@E*{ZlBlvNMi`*&cf`>>2O#q7OhsRQK)578K1|SnF$fcak$ZOu|V)oevSGMjYemd z$<;<9U@)33fK8_}+3Zfg&p#6i1$=(cJnM2fY<9p5f-|{LAf{7AB&=w(PlRa|b=C4) ziutg7A-n{HDF~3AiQ69t+e(FPC46|%AM6ZPzzwrATDb3wTA5C-&R{{ag-y9aSRTKn zfZvkOYt831XS1skX+<|C?nO^zU!vwm)AP#~Z$#W%8Ikflr1q^yb$p~YAwqW(qWm>NbO<6k3h`CF>aN-7EMDg>ebZU; zmLqqgqj06OeuW3~MF4xs)%mrhWScvGQ{R?(gF6=+6W3V_b_L)^z2%?Vi$Bz*zUC>} zZoT=UH}AE%mUri18$->T=4#(C-FUfc1BCX=tN%v))!V#3)cVaF>hw(ek2A<0XWLE& z5QjpjW3!mkv)I_#p%~YL9ij4d!KxQM4IczLz7L>|&UPQ3L7$iz{OPxm6aPlO=!b5# z-kATe{o98lHy@71|Akug*P+X{9~aqvf%xw}6)1W$SiHe^Z<#ZGp*v}jKVyC{4>D7> zF!bPwVE#Pog?a2P5xhS|a<@cIu9-LeUZnGU#9Vgd!=eRqc?)JU=LeJL2U4H#WG?fU zeKb@5G5gRW!HFgQtQUc65PK}dmp0FN6=IHp1dE^j4e`-j`_~UqhvraU&b4ltsd+6} zwtlvGo4;~}J!gsh#?t9a8^rgI$?9%Nn$jh$_a%q|A)**WrR~+?_8M_VjkpUc?roG{ zV6p+Ebg*4E(j~+8%Er(N+<+W6s2~h0NFyqcosB8U1Qms-q7c{7uVAu*271sMajR7w_5XMOXUwgoZ3i#0h-#{QR91MOUYKQYX_D8T?V2-cY~XF)c{e>fxlZC3V|Ir(q1vWGL$ z*;(1&@EIS(XTj;25G{=J7@;6D7U*|YS|jKbe&4_s!H^-Qt*sixKtr}Rv~&_A^1Sf-!9?pka9nj zaK4hVj!0QQgXy#BOJa7sl$$H#LFJ+$kISZ#(KHIGfIVQhYL&`=_J2~3=l^#D?f^UO zUboBd^ZL9Vu>99;4|tq@x5MkOdL9|h9afjq=5$ycc8k+)aXD>ZKEr8qI{=@@5eoWd zd_IRzrfBI}56qf#WJqb`$0uh#vm@8aWmJpVmMsZ@g=ey2MS2>#{aZ@y!CXG(c;gE)g+nW&`NK_XB(GF`V$<9c+dga!+EAiKF+>E}Gosg8B5T9`E+Kr3n zW3OMnc`@qD;qNY<{wd}1)toyCSuxSKjvb6SvM=V_JvR^TEx2|q@A9?0OXqTVEtf|5&73E%8V z{_e~4W8V~9{288=(wdb~6MM7x;+cYrQH`l-P1zY$i8o5FU5NYsz|C*JN;-Nd{_w$s z6NjqeZ&W8IWS%>7=j5^YpN=P<{xSK?&*{-;5`R6Bay}|IA)zEAv+{m+S$2AUdU8QV zYU0)CteaPBa;Ihwz0!}MnQL801no%hWcs;>Dz+<;N%w|BRb=d&7)8TYF?BF4&j{m!d!|U;e zuVMo~i!f;&E~gvN`?ai~hT)ZyyrMC;VA#R#eH0f0C@rQ5s0D1ZLYO9?W@3#6R{=^I zN!9wXQWO4xVZ79guQU;%23)m?SO<_BEW}zPzRF5%0j9uUmx&BBPBvR8NMNc3%&*Z9 z0HxJRYXzuq8v_aAHhPQ!q2R9t39;xS3RMXLgvUS^!F`eY#UmtTT** zgiBATHjI_(vBhAy*uZ^dSE3Alja7P-mb)LH{PD=ubp^YZ9C#Xnjs3vIKzL>NfQIgq zO}Ip3E+N*zLEBj!0JR06G>30qJ(y)1D>V~q_2X6QJ`f}su*KTJT+KkPb}&!Tm!Tic z*NztG2Xpj;`5N>+RqtJGf2InPtsgE>qti8g$!biR29u%ePL#F9Xwa#u?j#xFilQw> zhKNyhBuH9r%R7@Lh+Ew1Qv&F(;>L3_#7znOx)^quUw4)djS|Byv#U-EYomBIXG9I> zxi!BEYR(Gk&I;7&S&Czmr45#X}0D4x`d_@Y6ksxl%+v0>xSCpLznw}I{Tb#Nl zMGC*pt2?jiOi=fxYtUKh-V8-oimE@|FkYw`xUU_`HI5aly6$QR?;FNSP2*+yp?no8 zS>2auz?K?^^EBuz{m?zbNS<*xUpJI%7%egm73liX^sQDtZp~E%T9;erW);(Ryz%Dqaj?ZZWp)L#X-ASJx&_j z#qM$OhCKWM4{y-H>UMK69^r^bjP;7gJ>pTHc+4lo`#^K!c-Y4{?v>*FVCC6lFwDh5 zI%Ysi_p2yDHSG~Q^Qoy`#UzN*G_-)05l~V6@(G`C$j(5yIelJMx1Z7|EINcd0734X z2j4fZX>UZ`Zb;+4dGPO^LLPpu-g1y*da1zYTzth0_3n1}CKMsiJqIRLi6iZ8QI z)HrFaPHMA@(&QpTos$h-W`~Q?>>yRzaYeSV9Q#m9TMpK*@u$9}xI{oU1w&Fk=|em1qC*a_*(t5-+|zd*kBbm!|Y zR=yC~@b(Hx!F^tCS?TMq)vR5H{^C>o*PmfNTF?9GYv!R{qaUo|eZOn?ops&stdiY` zo;>o+)WJ{s-hR1b^^>S|PdC4~0J-Mb!S~iQzOVrP!or?6UKrZ&Jah@9eo;i}{Kzaw zMAh?8h_7GJ<>jg~)75ct!gHq;x1&r&NrtT0(T_G#e)vKfcawQGig@@SasO`I{?8?s zFR+duW*`1~?7i0}-`mjj%Coq)R)!h+1@OWJpB89TABd(YOQRZCFY-t5`25&q`0 z=+_q0cfCIO=hc0ymJr@~X>{XL=#@|4-g;?Z?GxBHp6Xu_+4VdG`78vxZV_SA(y1-a zVb(4jSPQ{_{HiH0)>wPj)Oz3AcHdYVtG{pCF}5AMhWMiy8{B+ZvugU%jxubyubbS+dm2$ z=VoWY_fSxA=5{;mHj`c>;mcT)Ldvj^GQ=VFGO+E;(Kh-poI2D(8HAC#s&Q?lV=cwQ zO}PUNSr}+~d&QmB{Fr;^_Cs42_(hzZ4YNLVL;uJJG82N5)eNfirWaiqqwJzOA( zq(en^X((PD!>ea|jBJmQ=Qi@Z#xOfGbDW9+^HdVROt&#}tjsJMBi+W#v`*i1v+tQk zk56Vj)pK=$o!vC+P}_M3JGarw%#-$fD?)zDgnr8Fi=TC?{dQ%*r3-n?A-6f`HU!;T zzm;PVwCO3u0KM2LY7H8xb540sJ#Hf>duivjJ@0C|zjjO716H9+j`yiaPD#H*1b2wK zz1m5)oZys*LWJH^q0Vv2ODZwHknxuGx z7;BQ@)zlUVu0%WCVO7%|dXdX0b!a&ux0=&d-V?ufIPYs*;dhwyPg<_7L*9I=D}FPs zaMxhw`{TuX*_~HK{i$+Xp>nc9Nv+jTYjt#}mR75#R;$PriiuL?M5%&Uq{QFTQp)t? zJYm-*+3;P>WQA%9DknE8reF$klakV;oN7``HYzDF1+_&n)vO>ls;CX3;d^XUym&B; z(|d>A7tcY*bI^(4!lZBq?sEGxSbb^i-ZW;{U3zB{qa&7zyv9IYqBQ?F1v@#>bPQMb zeP6-;=EP6(etqNO7f*h+Zo$4cmXiAlv_g`YI>?{u7tsb49GqTEwrSZcOyRjb8`eKL z|In6~H@v*;#iyTqWyzvDr?>Rhoa-#V*jpRVB6N#blWGxHFBcm$3R76y28kU~pIrf8@>{CC(lvU;<6?`5g?VjDuZv*hf3_J8->nREC4-E;HJ zH)||01|(Y=NzZ!TSMqOun)+|fix)5SdXruc=yibJ0I)eCqtP^BoCUmoP^=5R2QULB zy;>s|2!wR1V0cJ`Mu5#$ttEnnTy9mWpf*F?1V%Lq>vBc)dBTQlL4AgxE|XuI&achj z)ui#@pnArxNTe1$CKo)U6+h-xB@1iQgf-yuDib&*k2s}q%={Qi>QzF*dE%1`jPwY0 z<`qWDS$e`z^5cWJJ6o~W)^?s;TDN^p+SgOg&w->Z4MVIBEB+XowGfsz7m_dw%03P= z-iN6pV2YDa(H`xqZo9rzIz37YX)*Z(9 z&tykl)n1xoj{DMEveJ|DsVilkE8%U=li9AgnUYNq=F%zbpQg%>h5_dx!p#umf=T&M z2<7m+7oW>kkL(_CD>}`y6}p86$R#oiQ#b7#+MQK0e!UZOT~F z7k{#%|DfF+#hiJHKJ%P#@@eY^N8BRwE!b%JvOoIHj1NYQ55+$pDe~uUQE!Ae;}$=~ zM*V?`c;4~*^Ooc0i?+=Fb-MoSbkE&aZReqeT`)8caa)C?t6I`iE9t41^tVU{5HfU^0^6g&_R6vS3LH{J z0NI(6IHV%um1Mk{LQql(DjM;>*xA1>i>hSPlx(_^O;fOG$`Kk!&Dadp2vf;sDw#9| zi#EZ|z$@8I6_=wDa5Z9qRxUQE6eg_}>^?IC4y)Z^vxn?6x6A1;113Ocuvu*eqe&?e zs>K2Uoh*|n$RzTA`my-;{5}7}6C4YI9cS)<$L{hvU4fv_4|bec{T{X7E%CefUe}1v z#rC=AJ{QIBCVJg?uWQif?(#WXz0O9jv(D#k@VV=~u8NR!26|_Hcdg%3=l3-Fy-j{^ zL%`eQ^SAl^J$`>rz>f@3Gi(6FXSk4hh7JU9z5p=*`dpOJAUVX&K$I2)y)(i1m}G2J z04iny_E>-&a?LhOL zLGO$VrZomAV?iePy`$psG1=2`*)wpZB4D`-I>$yqpNnJ_{`%fcY_XEk=t45a^yIziB9Wdhb_Tnk9XRloYwPp z%Q3t8l-+vVX*=$)9=F?$*(@h)=HoW=K`ZdP71#o*XZnpM{V#xSC7@ej)P8PMe+X!n znRPz`n$-sN7kbqv2Gy5()fXDYJgt1XN;+99ou!s7P)Qf5C2uQ4Q{}?Ra=}Y7{uH@z zhFma5!doEWeJtgzl5oBkjjR!~HcD9gBJ(z!ix)3+N{T{+ z)hTHnxBc(#v%lwG$7}?g7OTr<^SYg0kJIA@EeX3$ZI+4wHrpyaL$pTQG;xJEI1Yndd(KATw#;RycUyHBDP4S zMjk%^zM^*jr*HJ%^Y{F38>`J`wpwjAyFw(8QAM$a4~4G*FbtsRX` z?N!BPcOoJ#9Xa~bvaePyS@zq;->!#Wy?XxAwNqy<95}dZ-NrrZ*Iqrm_wX-kwypZ| z&bgC`5$78dAJ;v)eRu!H*u&e3qAu4Z-9eS*_2gx?r9bH@%xX)2QXYM)CFWssOl))V z6A789AmL?Lq!>3SAz~#sl!8Jq3Aq|JLrJG9$#`ZnyeBiEH|t^f&2w3&59FOb1iyW) zD)LhDfsJ{m_SZ&56ka)=d-h=Jkv)lrc0b&)zUbnyx~PcKD`yMC&o(}OkRNfm@aomd z`}cCMMHF1Qn0x7T%Gsld=Zi(+Wc#YGj&I(0 zVb}J^6UUxhznT;GpeQvlKR!0$`jwQZn-!_4J>{kN<|aB4IWkO;aySOLBxpB1fAPlz zN;8PW7NyeXaEt~5V`HO!o5O3iI*hu2&+E0CT!7xLRe^7w!SiYz4u{L-aQ*8K#bI~2 zU2>~cVKYh1X259!oO+Q@!}KaCZeG8O+v8v%EVM>DquENSHIpg$ zF_Ei{gi;FyZoriou=zS^A4Q6ugv zTW+Zlw{<;nsxzb(^2R7}&2@3jb$;0ecK#85`Dt2|#K;?OC|mC;T4VU-=cTm~D#SxoXS}*QQPuWH+7PMkjaBzNQX(DzgBj}X zC)&Ow<6x#9nPwbJ4`oh10??UyWU9U|8I<_?61BbYdSto@n`;6ayYlq?sQ@Zd*OOoz zNHPqh0N6Ymt?ckgW2F@wwlS6c1DAf)oP>F zySQB-J7cwj3K&>(*6b00zhf?5w~O0tW41Xty)Is#SB&w9Fkaz+TR0ey4|~NJw+Q7| zl6_!i=ioLN}25mLJeR<{LKu^v*o9$LF?Dtzn9HNU^wa&&IzsrP%%e}aryf{R=^ zlDth=a9mh;oS%D8RCrX~a7|u$K~;T8+Y+tsdaUbspl!Qt>V0TNCK>w@ZRiZ3_mRFW z+JVcrVlu3#R0lrKNh-Hf;SOTC9iMN<7upD=UPh~n47Xwn-P9@e^IuAKctmt7|SWwB{Sz3pGu7dPKDrQLk%j;ASO^ z#NMVxU8P6g!k;?SxZ#KP?OVHk-$1!`Mw6d8a`_nR;1hZUT&d*qLAOJZ&! zfBZ^v=D_g!Z&~|(qaN8gu;mBxmhbA`onHUWOKpo@>-unJ!@I8zezCCZt!a6$K(ePn z@}@!xra|*2!;&V!vR;OC|F~R}mZr_h7Tmb1c@QJLdfJ?NN1GTai8$H4>SOBBeY{(d zxIKF?TQ}8zxp?^CcIKI*#9dqDXOE!1T-^WuJ6-R;jasshwBl3s!Tr4Nz97t<+V(1h zyX9MB_-^JWGX~y)vetb|`t^InvU$1hObwq3IWq;CwqRQ3qE|9Ln4P+Cddk9AQr?}K zv1oeIyOUdfT#VkoVI=%O)yjF%vmy82nsV>$sgLKqeE;n!(KEwh=T2)~x2pH|wPjz- zk9~Ve{jv{R*L>cz;+@_VbLFQuW7mFMKL<+Qu#CQa1>$W;`#Uhig2_Xl&c-f&qxZe( zo$pL)nGI=v3x@mjb=3PW4Sq0r@Y68D`lUeDU7#+}Q2EGM9q*`lsE^w%y85j)euwtS z9%JDpWBE-(Rg|IjzP=_>UlFdajL?;bYbviPoA0ZK>MU-Lk&f06wdvV7o#@{h+vo!` zZ+uRN)8%qal$}ikHa>m&bZm6Y=kbD{(K%cWo5iG4DTFLB9VaCA3W-9 z^^`t1sjCd%l83F&8mvz5tw`!Fk4F^6G-Tc=eRwKz&({Z5y|MS}R}ZXu?ev;i`CVYuT1`MYS=qr(0O67nNaA~Po`xYdpqs;?27OOEzt|RlD?PVi)G|S8Lom>f05mI z)gnZg_e<#^KHCpuVKWarCUXPcG-|!)aDX5n`r6EfjiRPtMY-{CSHqGK5UT>Tjd0+3~!NO zz)V6B(j@4$DhMt;%MJ1}j>|COHu8ODiO(YSTV+10)MpX6^$fp7=$5ttL+8xI3ue+~ z3+1YX8f7I%S%}w+1HTX4d9`K_1ex^9s8!-n4qHa5?YvqGJyF(sQr>+{)gL9tJhsb* zyf&rZsSCP+P~W{V=+Xroa-V^2=GB{M$!h)y*R+HL6*fUn&eqY3%+!2E z^NF7DMGbpqHSc*78UDVq?l(=(VH2a=Bt{!JJqCUs!0)vRyG`6i6+T(mab4bbTaJFD zz{W`j;>5@VX8TPUvB)Uu)o?qE60CZpO--+3w#Cug9*9;fgg@Y<$j)s(>qn4{_RVrGIlvE)nmdS|aN=g;T%Scs93S3UEQBrGF zRJej%DI=9ANF{=Scy3S3NZ&(F&wXz1Lq0NDfXWo1GbFe?DZW^OD;8n1Md(ZcDruxA zhEjVTk-VinWnICQPpJR43f8&*zuS}o++ADDvf2e%CwK8r`^^@cHu3|P7DdRFU z6249edMHK>=$)DMnu)aF$K1cmGhb@$8^nhHcRcrKW zwO%Sxt5n*Fr?r63H*upJc8A4eHfXgfiA2I?h>61@Y`>rzE^H|jH0JT^vjhz}qUL-_ zTamCa7py$1%?h!zOhIi%XwwC?={$HEw>p(ml|nCxXOt#zt5ZbqGyyzCP?I8pr*cak zGIQ@RvhI*mt`VMGA|_vE=iKDxM6fe2^D@Fml21||?L%K*+ja7jy5HVR{sMM;epvi_ z(7r8D)HYc2myqg@q4^7;DYKzXE1=pNF!fcK;uKW056am9;p~RGir(|UzqO}*XiHw` zNd4TJyv&re+?ct}RI%UDbu};;Zpr#ae*R5eD)o4;{wp!{n`{37-4N%GB*K=v1ZU{5_G z-uQ!-{FG7noStI3JlD7f^1O4;pRAN;$kTryc06z2{2a0VkG7xxXk6<}o$tO6b3cSQ z?m!)vVc0KV8Pj1EvtWwdkUtWpJk4D6EPdf0DKnnML&svE{z$0*1~hO3>beOrUxwJD zrv|b<9&=l3|Jr?>d&0+Fa9Lhv^m(a%~$!I zr|1iN!c1$_bk~?F+K3BcZRU10i`P|h$SC!9Q z<#Sj2J#fFL#_w$mcw7A5X1})`l+Jwpem^P@zy<oqD4@UQ!~4A<@66i?%6Bd>voW+apor(H_BunwXRa!* z3+{DQxg7a!N1EH2=5%Jb?5Pf0tiy8MVZCU#o_E;JIBXz6vziZD&7syaV29PX-D>>J zV%%sp{9@AoVAL%)=~kF^t4x}&O`0V}%_o3niBY}OpjxU|eW_P|rIml6R?Je%r)uPH zYUB$wk_9TsETv?+To@)5Kx9H#$UA#gBA6!SFO+h=6mwPx*(*e>pGB-+C9Fdd_E{n8 zgaE{6aWZbcT+jlj1utH_P>6bTiXo$h_s6qm|LNb^zvn+ZJ|CEy;&!_xUeVgk1`Qso zCl8xh%(2nnXuxN8*n~y{lRyyAXih$Fe0=oT)A6U{W8-6^W1~TE$418|E{+Aq#scHx zL61gdBcN=AL64OCEcD6q=!+K~yTjqKPkajPAAhcAvAt$1pwie!{Zg0pKYcg+J%7*t zp0QXgPN&oD_LvPui^**A`d++vVNq)-1Oj>h-QCsG)!EbC)ERmD{MPS(TKC;gYu2p& z_17Ky_a3@(?%de}`+xuGhu>Czv;F&T4*&A)^_`opZT=~G>)L|LCo@m%$~wNQH72|_ z?apvzCa=4Z-c-(Ls1{=fq!g?Kk79K;Gdh~2v|*h{C}-34Lav5RlA`)Vs6HKotQj5> z^>@ioT?$;EnuJvm(duE83O6W2HYo>M#a;ERx*}nFt)RP+-C9H`PN0`Q!DK}DCf-7( z-tSL-P#1M6_u~G%^M}$7?M&RcG55s&{7YxrHawcnrob;IR-J0s5=yLv7Lt*jK;+<@-v9O_1r`uc?wvT}rDk}F3Y&VOb+K6~-P zXR-vW_VKaNfXm^tTm3e3!0$5(dD;<%l7zRJ^md!sX0tjR4lvBcVRw5pHiu3k7y+Mi zjWRDNoiV(!VK7yXjd0ML&BR(Or53=Kn(<{|upzEchfL8ACL0G*^vE>BU^aj*FbwAF z26MpVMnXA&D=`k07>0`Us7wPG=vQtgRssaD4b6ZrHsXqPsC*-#93a5~VwHtjZ^D-w zu*D`a+(NCfGMi1bM&od~kx*_3Tv*i3XjrKcMaV7w&&9P)xC+vp=|A7y1qX})%i$2kYd1O z>#*4%J43{2x)T+Md&;&LU0)(-oOM4|_rz=a;uReam2GzvO*f=X*EC&^REYbU_IuL$ z>x!lulKKc~-4#K_IezIGVfi^h)j471DRK1$S#7wW{EVdfq7;5f3cn<(yub~?GEoSn ziK@cI@Cbgz1u6Whs4`qs9WJlGB8Epu>uw0EFY+qRi)$k^h)2@KXmR~Db=y5j{cT~* zRaNUfReLP>pKN<5sf|>3#%lZGgf&+*U5_>0NxHsdJtj-npK3&=YmsT{?s!diykQ_+ z+m)c}OEwP`Yr7KkJ+X$tEDNy=z!jK=^6aEaU@%qP5p5hyHTI|2$(2@Wt!cQ@L@2dV zYb>N{JGI8aXmYYzot#cLuhUMib+Mc5^aeYl(ZT6-fTCHOi`#2sw75nPE>5?D(PC$} zyLi1GexHli{Ef5ET|#}G}M5W7SMtY+Ju1SlY^YpD;e?#kWO~Hi_z?2wz`SsjF`1GKSOFagw<`D zRJ$1l|7|jS`^$AZW;E`7vv$|(9VZs_p8KHh;$qabrNroOnTcCRGWYSa4hV7&%F0fv z;FnbO5$eXP+LmZTUy2?P1G2OJcnk80u_w;d7pH5zZs@vi!(`cqa_pE47pcreuXR&v zte67ZP_CVj@1RvVsP%Syk&{&7qE@-+)gDHJlUnH@WLbOf8k;T|YEP;2w~J%G=H6H) zzq<~|IAtuk1yseFYZFbiai+RNQ$xC`InUTpV(co{ca<3jn$7rr<4~Uw(+%`D=~~LQ zwfWk*9A$ZmwjxDSlcA~4HFTC3I!pD45&)5J>xVnht(LAbOGh!#TWuZgF=0Eb6pWKa zv{0~S5)v3hm~ee=0mIJ3TWJ_O9c!myos1#NaK8!NVIJzT;JPi?5I94&7&@vo@N8w_ zV_9ajEd7=^DO{c%sVX%i!OAi9T=$ z@#|0g#27_EG4ED{B=QXIn}r>p&B5;9sVc1ix(AF%l(A!wa_UOYviI6QePU!^U1A9vtz&8m-iH&5%k>g|IV%-Yoh-+jnDuoJWSr|uuWU>^US zuzpp|yy}8~AKK{--5v zU(7C?`_lDkkQ0+(cW1$p-+j68^MwiXUU@L*rSyd_C(oOd`N6c3&u91j{_WtlRe6hF zi<$+ApF1sf-n97n)8pp79Q|h4*hmv7j_HI?u5SvDSrdj@!=b|FBcAeGH2k^w^1Lw);1Fgp8;!s6Vf>g);0$^ z^w~>&pH3E^-)hRbWh#Gcs(E5*Ot#cKG~}K(rXQ5YY*eQlHC9Fejq#SQY@q3(q4KJ( zJls%mNmCxKsJsOIo%wv8(17Rk2Egw133e6?27Ml{ z%Mp?_tR{n6F6YvP6qI1NhllH8qMDhg78X! zQZF0I*5gx26~_pr$JO|J6}dt>@KAxi>ln$m(9=BpIy<}ADXMd8$u2d?CK+%kaW-Lt zQ_^H(=SsTHh`Y|n2O}-wE~}Dcl?|K47?WtwA|5aado7|qlc?XRrTJ`PpIPWL3w$Q7 z*TnOhc)rll3vhh^+ihfyT6s2BrVe`&AY3sLE&;^LM&ea1=D4!sR}uWH?(moDj?MC_ zaHDRcL(pdzwcGh{fb>w>6(K@g7a%SPyRIm)DK0%N;4=8#2A|jH_W}Wz+G~|~%_6ss zY~dAKdBt80&Z{1>((^5(SXI{{Zq@ht;lzMh5VWh@YNAbnw#hJdIo75ewrLnHlfY{h zD*7H09#6~K3W;3dS|o#VR0gZ=h6<6jGEgCNYHv- zmu{q)+nc~>e=yRQECeGri&Tszi;`g1vaBk)QAz;B7(jvo#3(?9H_0#>daayPtY$VF zr9)a?zg~cJ8u?BW-)oaN6y(9=Q@xKj_B~nO7V~XW%qm3OFU>LEcf|g{ZMe*?52sfj zqg5WGlpP}E?;@4#BbOa&xb{))nU`uV!^j2SiIKPT)Cx7J(#%DeM%rcQR1>>KO)O9{ zD%6a6CAmsTsg#q-l;lb|sX|GCtEu%$YJ-y27&^igv?>L;Oo&dA3}s00Ibuwv1f40z z<%uv^B2=0PlOh;=A{clg9E|59V>vx{s7)8!)3#LJ{kb^m+x&_QteV zmcRdcVa&#ghnq|9Z!W&Oy{9skhHn)xi7L^ERv`*yxc$Y>Od;K07a(mT_x1`3g4vJSjDTQxeTDj^yNA z8p%A*OFlIccaV7N=l-Mb*Kc|`{v&9@$1v2dP~;j|-_J1m2^e+*6tNsu_bIGs0VHcy z7=A;T_8L@r3L@GI;ckW!zkx{4ygu5!&X)VWCE;yz!Xi`rQd9ggef)RU@{=A!xVPi@ zXxA}+;~^h>hckJRI|k~E4RhRuIijJ~2#6)>RcqX*+@teYzt5$wnL_&pf?Ec|eL1P; z1Bmp(ygw;-#wl4r#ARRYvC)p}!SVxRMe9e)z73YF@D{H26tDA?Z*i1w@}#Y5oE;Vq zfu_J9mD3=UPoT_Y5aD+a-EN5Y-dp1>C&r17|KyiEla&7x`Hhy!YxKE!&^> zp82!;==08fe|GJD-o4|G_Fta1t{uz!!hLtLGZJDt4FwLtdOr)xd0`*!GLXHqjzAwM-bm5s4o`cOMtoKAkHUHN8)R){1vw3ca?h~iX$+_ekk$OBId)b z{LC|g!bovxjJP^U(vTr;%n`TbNf70-u4-9#t*o~}f^3!zw95xNkSO^$R zI<4Mr`THZgzvq9?_`Ghv&+GRY18y@|(d+g4y*9tw5Oga7ZhmOFeizH{ruf}>zZ>Is zp}g*XADGtI>UTB!-3=f$3lTKXHFMVoJPiR*ys8B4Gf+Bf1#8ay{UN_>2*hDQ%EWPW zlpZ2wp>DDun4LHlN?Zh4Re(MgWR8I$jl8F$(lIbZQ8FGBj|YY0feFz}2o|3OMn;3| z(EvNthQ##*RY}Xyu zaEJA*&2-Ra-f1&!w;DHFjhigS4Q9i7i(#Ef|2?2zY1Xf_=vJDwD*?@?M$N}Y%@U(_ zC7}IYuU@TFF3~FAQ>*4{l(RL8*=qT0wd4(zWV%W`O(6=C2_P~7OeUNn6HJowCP{d& zOE~kyoCTthFNEwh0@ivFd#jkWU&J~gWStZ;FNj%>WFtjNL9Yc+>J&Jgf?x$?9;f-m z^S{-z|DTS-X7PEQ77@>>R@n4f-)PY5_er^Ic5@S_q25ZNjQc!K$3|Ulm(XaW;|P2z zZS?tn)dP*ccmbxbJb&@@#lOz;KVAf0ym;YCtRh9;dH&*=K`hi0D9X}iR(O=?W)wg2 zuB5osrdGXp@q(6K_(c8AO95BRMB;PUxL zy*|A}PA8F3C`?;hM@?B(ZE59$8_~-bfBxyh4}M(v?a6~j_ifv9l`uWnP zHMe$ciu!#+-2Sa;XATxeUTlt!?n;hDXD8w-^J&dh+>SPGlNjBnW|9p8j)p^5 zQ1A*OPD>-2xJ-*!XqE~rBA!ViG|R+#HVfdf%seK*W0(XiBb}h9V5}ol6LZ)|!D{h6 zdLj~_4FSwy1D$AMP|XaokDc1@`k0&L=XckHpG@DoEoQ@)PqwX2-Sy*> z9c!XDe}CbZuP?6u=JKy=&Tm?CcJtaZziqs*bK9i@doCV5bnf86<9qjCK7Q=cwX5lI zu@(8*EmakrwKcuXO@nPM=+1URcNYVN7SqUjAd& z-{bNIe1KV}H>$K+vBRV{091pK1%8xZ*1J_4zlQ0PliebWgW2YwHQ1^3R#LSQ6v_&% z!YdjVvB&G65T*12%Auup<=8O6TZ}h zFEI`k=&(6DEGTvvaHSSXjTW5`kg5#WA``I+pi~2-3NyXl!e{~r6#%Z-Of0uj>n+qe zGo{8#Z!i+8Ewnldv)PC%(G6yUt!kJ8-9WmwKS|SW+a8MRuCekC4n17caq&a= zo;P;B1k%lZ?m= zMO(ZMnXX6WXuxd7cwOHU118HbRG`D;=ux1krEGnmYP+lNiBlmSXu4w6-3hABN7}9j zine?5rrXl`>$1ih%9dzV>m6}TgtYFeqUpAv;-a|fvY_k~zxV{d_=K?RG^gO01Rk=< zDldrPA@!{4yr}Z5r0%M;{+6)n61VJ(qA^ljb%j%OLIgIW-H_B?6INZ2)LxM`+~8MS zkT+acHs4mZ+!5E@kT*xkoA1aQ?t$TaY0+M8e)Oaq3??6i6_vC>Mev63o`gJ}k2 z5-^x)#ur<`Y{oh}y}?SVbkOU-uNjRlcAJyg=HT{N8I4XxgOeFj&)Dtukq$cu)Vf{# zJ_ozaIf8JqJHX|1I=I~)e!rXF=jQc#1buF9k4K0M$cY{i#w{H5$p~&S+AF~Zy5_!vziai={mKj|H6j@;fo1TD;aU?nTfx# zQ+9AO_lb*-%PY<(%Fn6muIgHEYnmdpt#`C-F~;6FD<<2F$+4l+tvv~5WP-W-0nmBh z)Dvq(CR)+ywxK)=HpfmVa#Jdu#9|kt)=8^#(rZA7MyYaBD{Mm<4s3=E`50)uZf?D% zuQ(}vxKV!ZS54wkpy-;Z>Vdf~$<~|+)TLUQv(4>=hUPpIqRiM?p+^)019hhU25n23 zzOB;OTW@G9(>CU->+)2!S?bzMU46E`DbLtd33ONJJIn02R?7g~Hc)5ktGD)6nL5iY z_-;3kZleuZNEiUu4`4gZxNa*EX=e{RI20QL>tqgDNrTqmUh`0w8Pj3Hb^+LK6B+>^ zn+@Hy21JFbDnpSUD^87+q(w^8Z;6sF3lh%p)hPCC(KSylZII#Qo_HFC6#kri=dy=Gw(z{p4zkPxF^*h>)Yy9*K4Wi53k7C8d zpf;@UT=7ZS!Wk)ZCgr~SYS~wd`Va1?+xSD=f;XaOPD_7pcI)~T*aKTxcdp8l6NWdh zrR>|py?6}s`$o+6wUh%}`o3A*vG}d-kLMJ<5tjclr1TYN*{hKDkLH!XH9dVQH0vd3 z+9YTk1d=g*5@FZYp;O06r;f8upJ1OnA-i%*diAvW@ipnqqsUDwnpS_ozI+C;eof8N zMZIfQw*0ViaOYP1;r*N&SMd9`)-HIheAcAKCGTotZmA-|89yu~eexRVv)72rXAZBJ zMP4x%{lPT&jIh!-CUt#2t9!}oC37c7z5=~49eVSPuqX4U#w~c|?(8Ya^Iy(<@8#5m z(<+zEs#r3ocIBeZpFd4~@8!suu$wa{#V>d@e!+~`xl^Ox3`<<}YRU2i_urWwHET-z zys1wXPOts(lm1`79QbV+_v(J)fnN~IU&sIYRojxcD`!ES?vp7?S6kY za?z`8vtf0w!`fy;TV_JL=7x1IoP_#(Dt_fm{>JxJm)Dt#ZWzjAjJ5H`$_K{sNT4KK zmw&-fam!GB*VGtifJYfBuj(tW=u0kYOD<@tuBq!ENCv9LUc9jAq=1sI<}?1CFGVKU zS?J6>_e5ahvuDr#_~Vc9@$rD)?*%j9T~3GHVlrrDA_%)I#Zqr;19<9Er)4I*+AyDx)-OrcjD zz^2TnmM&#gZRXS-5Ov*@4L;VAD*&){tJBEokmE8ngjDr#mVw!zp;SvTNh*9QKrOV7 z6nO>pZhoa(SnE-v-CB}EN$?q%Hes7x(q!S}i&_r}+YZYIZdin!7U_^lgfdGoHU-|L zCA-xmlK^27A}kW5OGok;Xl^6J3oyI@%L}l4CbrMa_M2Hg6Ek3Dx)t4e;vECwrk-$H zhr6xA-PGZ4YjIb#L+5q<+uJVApw&b^A9MH&e4DVtA!@d9at*lKqPF9L))V}e)57-i ze8dG6A;Sl70xq53Z2&VHom!tw?llR#0MDgFJH!aL0&Np?+xTr}PQ7WQ(lSzI6SVrx zJg<)7kPO&mXqy7(&`|AKrcK9n7zBQ+Y^44w^8UQe2P^whb|}#CW^Rj3(rX^6HIlRR z!)aPVf(H9Qi;GdCt|^fhRsH8xJ?GT8$95UY2Ksk6vuxO|raM#=n}TRl;4G3sx1Q?J z3>z8ctd`5e<;NA|3bO*I=XC+%K|Q}$H_|2@E|L;*)szwqy;3{UVv=I4DvHa%cNw^5 z837Ov0uq!-h6BU{YI==~QmkgwYPsz?ewUtIXA-tKv}A{B*dZNI;EK?>r?GkGdgHb< zMlElO{<1M@dCUDZjJj*0o;X(XO*;HEt?DGX;ux{$ASQSBNNXgm+t5sBxovCPzDte=e z)~IE-sHheE{)b}ZJux~~gnA@F$4XJL!rpuQ-e^&86tDXhxAP{m?FO~+3bFRmK+&PL z)a`YTH&xzWmwjVp-p#L5&VT;-o6s-bp0Z}qOM6$mLF>-f3UGXK7l(l0le;C%0gV7} zRWmwst|T1&bjLTdHZ7a;&Bt$j^v>+JUz_pn8?RhHxU}-&FU5D(7Tw)c@?aZ0^$f1N zWQ05@=QGqYp;jp~XcQ(8pQ$G*&p>u&)Pmsbugpe+9kkC3e`PjW{z_|{U}quq3-yfK0Y;-z6&|tS%jUYIaOSvN=Dp`z2iTc}xZRNb0 zEKXG_2cF5R%N91~idzcAZH0n{9DZFkuO@S(GKEtGF1I?B2T$X{)Bm{wc&e~EMNpN< zuY4jXkK-2K=M>##=H8*EUMD=cNJzfSE{x`uMvmm36=WWirtgp?{~(BYUl=`$usztw_;}~J(XLbDy+{4<-HaUz%4b3w-wW$m3Kg7r>yM#Zqk?vCqdI;Vd;=C#ut-SJD}zZ z(*r4spTc*JcU&3ozxkB#=ovfvPjT_noon?>zEn&#^zd_CN34_oDN+ zKU#l!hS=aunq|8JF`W%F?1w40!B8t8=*@GTCHtNZ+!?23J|#Q}rY;HI3kzI@1|wj> z2&nHe%yS0n*bg)Ag?eLNAFcT1Y5SSy!%4x~WAZgn#=9``+fe$uVYG!%@%NML$6>yU zVa|&%dpN}N=v9B#B5%gWuH03?oyDy0puC^MSnFT|8z$pVzBh7roiO#NwD6j&;*q2# zNmidBYtE4)N)%m{iXOPKuU>_0RwCP!gPjUYmvX3AIfPUZ22@0}iZrC84ymX(ke$(n zRdiB_no%??iaNy3G;F$dgrViIv?B}+n=ygRG+efp%hvMP6A%r=XPglghdr^%5!PQy z8i%FgvQ#{_M!?fc#d@X8s8O5sS{ne^E!K(TMi8I5Tn?KZJO$Tm0ZbO1MsGG*0HfIq zm;saJKmEA;d;XsPfeHBBKCjd7b^E;rhh6LQx_xfD-(&E*l>xWV@8X7<&R9Md)#oDk z-DtlH>2vn^oM2jGz}XsfAwYuWZuEN^{O)?6D+JEGO#yF9z}w{aGz5H20bi@%*Aw*P z{^Dgp`q(IIG)Nx}GXB~CeJsER{jVT*Y$7QU6u!U!#xYR)5{(DNqhNfZY(&s_>J?MZJ z696L|Q32m@(9an4vqIdBJ028`kN!o?#>PaUd`JPPxdl0+L3*gvY=WIp{XTNQOA7eF zuY-Ofh~d10es8bW)8X}WdflCFcas;4udD+z8~;+zK<^B!KXcZ2oN%|J!tE$=JMvu4 zbhjhLWlwO~(bn&p7*Yom6hPQ6U0TCP!ltWho2sy@&t=BVW_E2Wc_5|~l~Rfr*SF+?te z$ORB7A0pvGL>!2a3lVZ)Le31)$Wj6O8$NrjkiAjJ*d}5f7P3wY8K;Dda53|dlvAb> zBVBekhu+7cpz(t}evj+F@yqr1{2wvie~!oFb-O)a6|W6Ev&-f5xIO<*|2B8PZ&zy+ zy#wOPMsY)@g)8tsPbQrBCiWIJxi0{_XqsZu#x^wQFu4KOK4KK*{|( zkB*f)#m+xM^a{p>X z%*}}Vx34~Va5wJujl9IT&e}3;e;1+y0WT?QDl6-(uI#C<#pfWtj$hk( z`F+IMId@k~y|8qurYYRP>2iyQ90IgUgt7DbEVKqQvD7?VWWpB$gff6oX29fX`Z6@A zY~4VPZXi|L1Fiv`tL#bC_9yB3lMKjY9V%Ui&Q%ShtGgd7+V0C6qqXh#mCaGohFjY1 z$BNc_isn1Arkh~LS<4+o%N-@+fxJ0N(HteIy&`YCC9A(JEWH5gW+kV&1;<3CCj`aE z1!bp0##y+${<^UGlA!#YxZ=FD`jWUdLJW@(!Y@neuPT}&#ns{5qLY%E2wCGTWmBZM zHe6PJMc#B%-gr~qcuQ1wP1PDBZ;DbQ?kigFDLdlT-AUTcN1CoUMcX}f_hW5;lC~eL zDl-gb>Csub!E_@g6ST?jg~p)*6TVo7Og9Xs88GPpIs*h`=nOqF#fZrbC2iJNhAS+j zN?<78fJ`=H@=WN05IC#0(wZEMCJPB}rPf&}wN7S>lhtZxwmUhUHb#?^+2UX|JD5!l zHp0Q_a&f!uAS~;$Fq&MPE*q^8Oa$fixCDJJ-UK*9dIbGm;ec0+3djj=(V$<3^GYyo zA=)P;gxDE5pr&}G*npJaS4=DsY(10V{0f3k9V$3eQT+;{Pfi2_9zpet;1grL+zuD3 z(Lt`VVN(V#d{ny*(z<7=)B(ZA0opSqpvTe zJouiKxRI0oJ1=9uwD5$o`l6!hf~5Scrt!M2<+i5brlBp`*d1pX$OKTCPD+IplWFdI zV(v=-+M{$05ysYAmhK1UzBmUa+m6e3QY!6)A{##6PO5a#>z(vE7rntnt+ouNo4W7Y z`(q95k(Qo&j)vQkm~HCEyNx-QEfo(e4Jkllnx!Sj)Rbkc&oH$XnmQ{CofW2@Y6GIg z*jA`+E>Jh-YU;CfEd@XyT-R2ruFnP8S#_qqxj@%eWa+OqB5N!Ibxu6OI#_RLFS7R6 z+EI-_AKZjRI9S6j7SS}+Z5V6=u$>lSA847ehHP}Sm4}gTldCt9~ zBX^JR@1Kw)M@Z6c$#U)~OX3wJk97@Mrv3(FZ+(dU6(~y{X-Xce3ln(pQKGz5PV8OW z$vxP^zxDk3UFXIh+SjdaTla16*3GE>I}kfI(r#Wx9owrZ&*I&^#69=>!0(#}j~*ai zy)4bkQDkSd{P^Y2<{$WHj+HHWFLmCuq7Ub!FMPdXqgh3y}U~y9*#qZ5T?c72+v~zgZR^j<`oC8Os7mtY}k5Z3q?fiLV z>zbA5y<7UW{?f2~G2)lixYH+5M-Cx2ZXh2&-1@_^nniC^FMJKNc9rn*3F6Nyu^+#R z{%k63!$+Lm-(uD*Dt>25$_!}3>tWS1pzX86x);2Z`_`n$*TQbT4!!gWEMfl3kLJI8 z<@HJTW=+anG^OaXnedhGR(>(Jc*&f`Rr4ObHTlvENW@!{AAk7jg9Wd|&Yu?Z_LTGw z-^}@JZupyF*Jn>jdUx90xi7(2FYfwv73#o`tcZP-Q(OAiebV*y-0B5W%HM)k&J9C< z{eJ)FZ#T@H(z9sh;D@i(&V)3~gtfi}X`eHxcm9;#_opI1ncTAgLjDNC`Q>$O?0!?( zU1LqWxhc)m5O1iwtt*Pqmq!A1vAU|e+TyGF;w!q+i~6b?nvzTElJm;aaA{|r(KiN| z4Mu}X$szqaUybgyY;0@{{3EwJ6bxkt^ct0rC!!7U30))D zcIIF+bD)_9g0ngzq72uZk88}s)Mg^#DLs{m-NkY3x%cbRZWTlyy|H8I)+JMaTl&(r zr7vw=GG+UxleW%>MJ|R$%!96ZZPGhX$c`m5tD`sM-1sr`%Ic&uU*+BWncVhBO0MIe zi)o!nTx1eFYGvl3sp!->jMBxN>eal4gR+4KlKxobaDheKr)IVStUC2@u9jS4;kW8p zH5P8WLxi^Rx}E$M2M_KMHo7IPUKQG{9(JgP-Fli$gm4I3?ScwX(|$q2ereAI3%Ay; z8nP=1PA$o$r@9naBcohLE4B)o&4N~&5Mh_}xRhwO7U$98+*+(hi}PsEZqJeIR-o>KL5S!$K-e9y%L6W5(5VkNbpe;oYZ7^l{Qrx+Hvwwu@cX?(aI3c3+FG@> z)oQI;wY%N4b+<0HuB~-f-0Fs+h$tYU2qOEw?@JOw*q0C>Az=+6`@WwfCwp>Eb`Wd5 zbHG0LedfJ0_s;vy{Qvj4x4-#K<|G*)K#~dh@cDjSx*=HAWs^3Uxi}-c%E-Z*_%(KM zqg7DvHVGVZnoUZARK0f9fL+71Y1oiK02#$jlStGSt?j-Ki_2kolUZ16v;~N5CR5m>VC6~Y?6>H z@=m*o0?As9%v^p$sG3n~l2deoR)eHNFY3_oS^-8mul9kUDH`Nd7(`8GStqO;_SzM& zjt%mg)T}DKu)!p5QTAsmdb0pVxrT++@EQ$*y2jW8eHrI$yi#RP2Cpfqulz=TWw^4p zyeZ~D>GkE9kQLRTp9~e9)KL!2&hC zL_JgvFe=paA_XOhns+Gw(g)e+-X|u1)nBl&JLAXZC+mpm+xyCo(<{&Sl?C(^pXkUs z+@5)~CF5{i!U6n~y;adW%Obbt-d#oJnETfBnHyHWQ~GdyPUv@8x7TId z+F1PHm+bI;O=U53YMq$XrxNirN{Ln_8;@;Nn{?`lzB994Yo5q#9LHx91PxKo{$^*e z)%15@qw#O)%sjC$G~Rj!+dVF)6DcMv;)gVDu04aX1_ni_KsR z|0|!S{--05Dq6|Z>iVvR)?PMGVlbMJnlrC&B9Ioc+pT7cNpH}|6%rm-FxW4lc8Z7u zVQmq=B7QpIqySz063zJ)CrL@bL~w)&@<=3eCfL z%CKpQYbebnzwV9btdIN!0sewxX!2p-l95m(=6!ZKmqHAyW?ecH>996a$Rs4Zp z`4YdDFZ`IlpgFt!nCsEhPtjSgqpCka$^SrEA|_eyO=4b{uFO8*tU2e%-QmL=^pIq|G3Ve3s7HNBt77#J%uud z&G!-m#|EDGYR>x#4|=n9`*L^ra(4MLclt7Rcr$i*vwrfVZ+7PV45zJ={EE^XpDaE+ zll+yxc=seYa+WjsD^KO&QNo#LgfnAxXU7^ZkCE^F*&1NJGShwr^(=eYbKEa~5%xc? z+52bho)?Y#pVx1HUb}g$euFFaZR1&#;W$dV1x@)BB@dYWwCdNVO;?|i!k-C>y{*^b zsKt&O)8M0M&*@3d)Bes=Xy-{k(|$DgE6Nr1-ZRXh=Y+FkjTgtt4-BtHchBJE+79vp4>9nM=ny#3YY1t`LbshCgw+I~XQ z&oANM-6Bs8Q0CrJ7T;Hv$Et8C3PP5$zCh7bqHL>B6R|2%jk2>rMQ&1(Ta=VmC6zeA z&Qt@)0(6?1@zOg(z}ayBgmH$jGZq5@XKaRs%>+0sHJ1r+m>Mn%;IRSjI6j+L9uwfP z#!WQVI7&m<*~C=l8ktC|l!0oMS*Noa40f~0X0h6>wuy(T-D1^ibviAmA4g^; zlf`1O8jWVqVET7IH2;}@=Kt^bJT3@lk5et~sE_MI;u-tLB{KSmmowtyjd+B0aHGf3>UOjtqMWnc>zZI^ zogOF2<&JonKHq=`0e=HXS|h^C=w3J7i+s^OkBjPc zc6nVSue;stYDVlcXQRVW?RH>XFvba2Ig$LvGABHd*;qWD*;s*KHK^196(He_P_o1R z*n!})SY)k{kR=SVghHlZoAIpGwBM}XV$yFi>$h4BJIC#_^=5F3MYqkQU2D*OZPczc z0N?2~-+<~LmBLjD(Ok815ujQIC>CnuZ>S`GN(o9K@l!}pN(o9X@{Q`29+%hS^0=LDC+v1WZph}cnw>^H1gLB>sYN2O zsg$rm@32~&cB>PzIw6}AhFs47d5PGI7cab{BTlmgp!BAoKEk3tmSkZ6yF>Bfh3~}+ zlf?w`1vQyc;1szaJOG!~j)Avg|BY z%mZmbsyHu2oS8gy?Rw*u?Oj`UH~+Y4aM!`X?Y|EEu#57^r(KJdbg$WD9;7R@w8Q;YG1o2^SfpHwlxtTCtzx!C#D-K- zSR;4oR8COiG=NT{)&a;}YME0lu}gT6ly6rE97>T@%yWY(r%V9J_)e9?CgwU-5+|U5 zm2$6M;{w$#K<);V4w(=VFr8AKQz>>zc`&OR8f=FKNbmp&9_oMx+Tb1nOs;YeV(dw~ zfa{AD$EK^Ut~4f}(`4V#S3ELRMr(@h0maesqG-nB>y)UAEw|6&FCWC8-&1jBd+p7D zsvDQ8ZeA%5JePGbAokdy8(Y_({r;;<8@>q~?YeY*9&hc6LQhZbf!p&f_O#v5$IjHIklzKVjp4Jdsivy^n9) zOurREA-6NwOtnq`dtElY0#-6T0No|;gZM-ntIp2CS^A3%ys zI#QyxBT?O+0FqMl9jV6dJX3$Uo|Xr8r6bZAg1z#ztqJOuSdf|n(h8A|v%X@GR;cYr z0Z0kju5^%`ZRjmD^cI`@OLg7(U{8U02xI6gHTD*R)O^!G86u$d7F*~Q#=a6gtw>AB z(~xs4gB7N}0+5mpQgci_MY`?+12tdW6s@Seqppn*m0x3KofvxZ3n}Ci?8(^`hh_zQ zfFfM|%+{M{=QPLnaF}9jOL#mZ7&uOG?qTCu%#> z5DrL6)DYve?N8Lr4>e8q)h*FLTb#1>v62w3tO-{)+?QfQ6u4j&{+6QprnK_9wCaYE z5Gu!qDhXjg^CNY0tg1Fbj=QbE+*IHYHB3-=j$d$AkQczqJ|QYNEzCb7F1;u&yC^BS zC@H-vEWIMD2oe-r;N_f@6#v1`3y@R>Dywe_%PzC?&d4gS$}rbuxDXYhm|c+~R|U(k z!7^-!vL;MX6Q-&Qm(_$Q>msymiK>QZpeaUOcVAr>p=x}nAwE$yMQK_egY8LRSBkD9 z*+9uK_2q-znP69@j+CtHNHkJ1!HzhP6tC|{GIXUIDd`4EhGiU9T6zo3Jq0FOfw42i zOv|y-^31(OroIx}P_<>C3Su_c*iAM%#y(tQ8?JHiTkY&RXt>7Csz>}XCf?3!n8;&< zdCfLvEyQhv`K>l)ty4&{ahqU48_a8kIn8!ni$m1ml61HwWT&VL77<-iGQ@B9%Bdb1 z%_X6_Wi+p%*DLS#$S7__k6Y2>ly-X*y&ieDN7?IA4S0beL_<^dy2rtpPfd4AyFDT@ z%&CP3%I!V5K-syf?P%Q2Ntm7fl{@@Pcc6=YLYM5ER7yfbKZ zcgPpi(65IdZ4;&)5~LsHry|}NPJVf8H6ZDNDKp4g5N0ZUWGsJdtV%#!Gklt{Cd*WxkASnr5)%;v*5zud5;PS_ z+KNOSCJDeK=&(uJs#IlZlCmTTC`(b7CF>gUEdx!~zBUuF9Be8w5-SXKImY?|LsOZy zzSu-=aEVwpRm=vm32{Pv_vH&+ zhxXTO`a0`_S!FBUty}j^?q^FfR=%IIVhLf>I^vOogZFQXGZRD!QQUji`>zJz_v|S8 z=JV>cUstStAN%1Om7g!6pFLLe#fKH2y<;Vf@!p>|k~V!c zc=Qk};C%D?uN#-X8#e`gALSSG3M%!DDd}&|DO%#{m!c~AI*+mK0EB4sbTY` zM87*V{M}cszBws)&Xh;*&A2mvM#-9G^?Nt;UOY%W@e^_X_vF3bHLqWW`(!S5`Rf&n zCpE2{)3Wky@)sY}FP_!BWNPsnsEXNsRdXk`EP11P-n6>+rwx2Pr)|lUmUsOIzMY}G zy+f0ALtFa5h)*^W60~Iz+MF9;`8`u@imv>=uK12N>!LRMysk1tUm2>-IxkBb&L#pIJs!_QVB@oA&n8fs1L-@4?N$p2$Q691c(990 zu4j^}8RJc7bYc~)p{T1mi-OOj;L_U5;+snzHxxJ3plbZHl|_4L<1@r#+R? znnZ7k=_5q5+hT6+`C#Q#)P}cF_kW%_RIpvtc-h3l>IUYm~W{!c8 zt)s_-gVDPFhq}IpJf&2QtJNmxc7J8Vd@*84 zU2lxGCqYe%Q}t))nOMzGF)&nYm3Mlr5)TY`?SR*&aa$E`v(#-CIl*DOtkuXWG7M#b zj9e2JV-wa`g^fOo6p~RK8V00cK^mrA%d+eEuu%*fr4F;uB&@gcs`RX4-B1q5$TzSG zjofm(0Hdcx>1bg(+C42Ta-8(t)=+}fq;snFlK}Cky6d)C(gy2T4n5BX^xBkUo4U^; zCmRH3ly#eh^`$qzZ%;X4;^TB|EXc%} zMNP1-&me9E7$s_Ymb^brMva%#9s`5f8b&$5snZIGR%u6V#J&>?P=tt$B4P}y;c-7M zvZpeF-<4i_Z)g6g1vw`cWFLFKFyPa~{j2Y9c<1idGsD)r8n-8exsJvrXH*{%X$GiPT5lg^ro@OkJa5>L5lg3S$IHJd!ASRd)U@D($B3J zDm&a;c8XmWBxt(BZ4Bi$hO+B!u&`H1Pc~(qo|<>gA9Hh7L*)Cdk3Xm7?Hj~gVAR~C z<8M%k13Ge!cIF)G$U8~QInkPaq#^m&>L+!HO$L%vC!p{C5O=lAX?Z2}#*lI#f?JwDx+v%9_Op(Aw1fRinyWMCqYBU<9LMfF> z*&Ggih%ONDxm+%j$^6$mNBysiP$X4rz`h~oFqhxQWT`cv!{PM#d>*&wWp|s^W;7Ue zDwT}K6%7rFddSkw21#A9up(Vpp2jUp87@j>6elxEQ zuT0{U#dFIO*roBzl6b^KD~{t8KNb|n3W}n+xl!!wNKSSbHz%B(5z0;v8A`auNV>sE zzk&a4S^2g}tl$~)P?YjIN_NIib_C7b?BBiKPkP2*cpT0A#gD$;zjY<*!7TLMS^hoy z{G}1|7y+;LZ1-#Y+>fxzuXeRx(L!|5yZ#05pi}4hg-%BwpM<_V$uI3~blYnG$|Wey z%~dY)Lr3!+XU1+{@xd|Nu`%57vD$M_8!r6WapPIXMbphC?(8ii*x!An`#k0QycNIr z%65;`UwGCQG+O!-9KFnR?M?mFx7~#YpSGR%mL7Uq^y|~Sy-y4G`m%TUGJf)A{NzsG z>P_F~P2c3p+X6)|c1F$fq<=P=^`$RvA$S@Ehb?|q`^%qo2cP19AFDn2wC&Pgl#mx4 zryZfQ&3jNI_hg|@ODEyK@FVY;#=G{Z?9o0|`UO?NO`tSFi+Q5PX8?_P>gGaa zTbYtrrRu0wk?YiyCKaVc)!nM1A?!@uPf;V%SvNrMQ4jV0hj%u?&Jg2ld;!j|n!`Xy z8HYXLogv7K#{zic1dYd5kE674QpQ$uIpaG{*~YI$R>0SYg*ur8RLPB6wHee}jRu>= zY`2c%v+?joi^;47v<8FOZi7rFi^*isgGQ}RuTlS#7WL2kR~@$ta=T!U+v$W2E{ECY zb$h+A+hOp)YL7#N=iTG3bW+-HvXzqs;@ic;I>uTO5#y}h>miMJdtMr6zTr^>ld%wA41res(GebUiFbI^ z#~T?Hk9hfBnCf%%A-v2dLtHbT^qEgKUU?=(2->)J_L7<*yleom%v@xjo91=Vysloa zyMH`VlHh>}9!DK=n;k?qvTYt$`*<-~$2dpp9?yy#o*;LlNOB`*bRxeIiH_uqdby)s z7DCEAy&g9bHRbJF9%zeFj%K z9XO{0KW?RATyVJyM(~*v%5*{r4tt!#_Sk8Qb6B6imWPn#w%rtDHJ-Pc4p@ypTM%lt z&7$9C1~-_&jaL0OE4bSNZZ~Q-n6w-8+HdumuXMntD#<%a(G<1(EkM3NBY#bW=w>LT z6p_x9E#)&;vwBxEd%ofhZRHQ`5HR-f z87BmclRWwh`%JYGO z{l{89TvauHLBZU)C3D{`d2M#ZjF~0VXJRJ5+A`-ob#5-AX=G&$CdJ6x>j7Lo49GnO zoeR{!fXZbxyI{yW{s*|%?eVzW|MFkLKl9K0ml>VbU@)2t8qlBxdzy$QWgwM}JGd6Vh3bSDzB!R-CEe&<%2lsHamkJSZRR zk@ire)Gl#no1~ir3=bGZ9GhHZ5^_uemQ5zGN_mi6V3+aja=u-{amYBZlnG0iPC4Hp zX4}Oqr$+2Gsu3b47dqquheGHCq#muprIt7qLWe@+)hk^pu}3Q(1(gmN-v!8hM$n@J zyn3xir}AhNBcR5oQFs(0mzd?|54pJgFuT{u?RD~K9uCFLX!Q*ee3Tp?{+cU#mHE_U za6bw>KFyM}-$r<1Z7I-UQ-P9)228A>ECR^91Y}-Tr=FC=?Bm29rbnG>KJz&_=-`CuzU=3L< zrio|Q!TvtBL?V&MAhRA)u{|ofTRq^C(d?WinB8C>!WhX(hRy^dCCf<3Hgu+ITVuhF zB#@M>??~2DbHL7Y9Vy93%hOYHb)-bFBS}xrG}4NUv_d^O+uT!xbf5JU7^t~gat27v z(sgATkRr1}Ejde1&C_@1nR*Jr?mT@@p^;W(?khD?3$>k@`kn$kHQ(4%Y-Ls(drLH( z*#=snsjt{fuQc=&jFY=mkeq{jDoT#3K0<}RB`&+pD?C4(ahMXZ9(!s&_Q>@6-%g5L z|E2d z?MWIUqHC$!;xz4X>c%LbJ`$+EudKT-$KO>oJOr9!6@+kc<#ieMx)OI?fx98c-19FjC0@ZfaoJUARgk#ingV}UiN7N(xgy8jP+)IJ zu(yE5C{%KvJJE>13A%1PBBo@O+ESMo&qB|!#YrDeVN%N$tOBR9WF7&DQtHjOLEJpE;-dD>2ymeE=jjbOm<7VUE)pz zoJqSp3YtqsLyR-|_^E0D32ao;-O4`1K~vB?%09QO2Nrg?gd}(v5BC*Aow2lQtE#r5 zDu0?(w8^hvGdg#(fBshg!k;FU?VVM9cy8UP_uDQl?+E&Ydi%?syI=Q)ujRz=5hNev zryh{z9#R$uD9bJZm}{Eqn_9wcePaYz9|1PpM^rLurmj8$ti7YdUei|np(#5j&p8B? zodfYV40Ykg=4dl9*3y-1@6EGyXIO}F*7i6{+ap6mn7%I5P#3Dl2OBDaz^rTf>^o3( zvJIPPsf;&clMI+-BR<<)U!t!qG`Ex)8;cALMW*Hwur^1BO9pX?8cd=Vlc*_=QZ~<%)*8u;rmjXksaD@nr)|S)TBD*x1pbZK}~XRjcyTDCZ7fHm*ru_HOlO%Wx~+ z!7ZI#xb#i@+7;;^zL~c8&74(>O21xS_5I3C1-#-P^!lV*uTMKY6@6wZ`oc8-OVj<&zk&{!>VIZB`qJy@n{Q8vUNqzJ z!fBE7(Wy&c%~5usqyMh}TuzH{xP+1=qp6OJMFrUEy^g`;s#Kj1u!m$zv#4G<9#i zl2R*Y^!^K8jlhu2=S315$3rp@cINZ>CITDB#>Tu}uhWUt1UVqcW;SXSA{l2u&_`l* z*0MVB3=(#z9Xr@oNhaiyuxTB*R8mzEsVa$BnOIjCU7ZIeOVhYZ5~Usuok{+;QOr*@Oe9%%st;1qAvMFU9&#Im zu!aQ#Opi(G&~jiEa=BB-a%$+1v>6iBIh0)vb&pFs3`rU-{8EPut0bOhm;Nko`a?y& ztLlEJq9tnkv-CrGW=^qHfVT<>CIQaE$6AEd7IB?j+6v2wc3G=c(rA?sECP&$S8m}H znOK>Ip%ndK95@gI4n*tv@9FyPf<3_?`Le2Er?7elq-gP&<&cbM=9XFcWp+-Ep*LL7 zbsgwW*9?_t=w$%CM8m)t_{~}-1{lb*2%Fp>%VUvx>}oHh^w{NIo5Zc5S-B;~p>!iX z%fKiwb1_yywN=#M)-kN&Hm8mQX}OS&X9u~kLF_QgJT|$@Br@}B4eUZaD^JfX(6ftl ztYWK>py`ejR{sWc1sMn8^n;1uV1j<&k-jG!==ww3c}m@OSU;5F(lB6Pz^09E4q+Lc~s{z?IgRli0E|wB+id%1)ByCpppbcOemHh@e)uie+2x_$h1?quZ)nKk_ zAR8RcF-xiqygCD~1{lgy_9scHk7PY@%E2rRyV@Y?(D2)g;#N%9ui59nXV=|hHOA5L z4+e0NbnHDgAu3|~^4;_Nf1W@2=eN;6%|z{e9d%|N>hc2Am3L90i;)dlh`P2A6|%xF z|M&OgZTDb3)2bY_DVYXghpamr=+BaqBKvdqcBgD+R-V`PB!L5I04coq>PPr{-!V&% z)5}f`Rh?&GE)3%?vZ@1__#kfG9S-(NZ{EJal09ANKlK*wXVqL})&>vZZ}(wtQc5p$ zY`w96;rb6}9Q|g_&3!8XUX7g9 zEbPHchg-DbLA{b`R1b67Qy&Mc+Pr-F+GVf*xN6>~3+H_}=k>*J&w6L(j9LEvKdpMT zFzoZfh_(3<>kA_`r{7$kA9;X+kLUHbNO^-QDOaPE>H+0{w4Rv|?@VJwTF=JSGqcWS zMlu^;dS@@w8clzzXD=(yU@OAT;Fs*o?tttrC+u;#Ce$+sc{d)xXBM+Xr`4(yN|{u~ z;|b_Pj6wPUo6X^Hxc`FZsQ;Cr4+_O%g$mFPvAGh7S_!Bj2=;nCUa!XiI~{h&Znc>W zMoq zLQI+ngB%F3seEi250lC(Pv8|l;TOjV3Szi<4_H|dtgHx5P8cimHYf8oCnJQJ6vRmm z?7OkKdgJ7_tti?a6hC0H;`}83J~U&af8RQP;UTo}@FdPo|ACGEonN9W-$&nm)o&vj zeQz{mE-tvBr(U+(&+Ux&J%tVa6Ix`82@dZ-s*ybNsAum;Bq&V~Ti zkd`y7;WE|SVSvj7xa{%3#&P3}&(ZKX8XgDud(~VHz~lbC6Bqt{me13Q1W56jT%rdQ zMjc?*>#Sy@%`zU|Xt%=uK?NTSmMcBR<-ww|~StIL^)(qrPFJp=^Xb zGQu4l6+T4*5;@~C8h3P5GU5}uA(|Vaje7W_KG`T@pN)HG6FVaQTMa|lnb+OtbJIOe z3PQ(RWG6&&SO_jhCk!{aAgsey;)E*Q2<&V1I*1-ei`&uaau8jPcDJ+LGH_INy0kGso*fU|alow-`v z+qKtP?JGL1iwu)CHHgpd2TZ;;<(=?FlX@!C`#@ zS?=2{A$Idk8^X@^T8uy24EwBxJr;1g30!N|Z?NdMS-_oU-8PeMqfz&x0bysKfWTr< z{XVFASF3m%kiDvwqE#<>8A>UBd7zR^Qc7maC2z?@GbO?q62a>t?rahFO)+b4TDcVe42stJuZeWJQ@i}_XQ_AFFkY~3KA~gM0#U!>+JUk)227i zn$a}(&E|P;b$+~nAN0EhSEBEs+DzIPFJ2gWC~kw+sWHHS-mcVId0Y#VWg4V=AQ*X_ z3fWx_B!2nd_sjWb{+a(x$854ec85`KG-*LlrLjF5v)im<4zG_w?Pw#m5Nb>F@*mv1 zd1Twx?>}6+edWi0?A}ox|Cra?D`hgJ!$V3oT|U&KVGn9qgQ}rEfHkP)vkW4>NhY+& z#byc5EMi;4T(gK{lW-j>v0ciw2^e!(Hw#y zhnVS-^IS@SQ_gn-Qa2!TDJ8Io>yit6pwgujx};pEi0PDYJ!-iZ1V&8S5rf97Rd_Tq zpGM(RibvHFmtfG#8*qu39tGbc8T9cfV?%XMNlBx%*FCx0z4sS*15x(lex~2hj>KJK zF+{3zQ0g4idWcv8VPgzwM-A~iwNa~;mtT`!nrD3Q1Lx?Bq2upLvv13*GGw?y zb$uB?s^OJn(i89XWF>bdKEMP8q#WFMXT!>X&)?s_@}2EV=WSm6&X0@dfBVt9o4#1N zXWiGoZeI8M?(KnR&PLu0zI!b&>h`VlnCR@pC#easNlzZ7#XnAud6XR&(^#B0)Y7Qn zvArIo8Ey2%3%gcm<+Qs*WS6kh!ELrP@bECk(47r-#2LDhOw=3`B?BbJs~Ycv?eReC zV=XZrq!#GAGLUe;&NPse1a>6qh)cBX^mOf5MLq~?R; zC1nO$z5xMbdAiOFfS3f5v-Dk=rk)}rtw`IE26pEfdWwwwCDviQuDd|nooApG8+(iN zw0w}9qah|}J2MbljaHx`rK%bqN-@_(Wmg3ySB8=gwqF0N^4J^2`=%Uw4^@AAlVu>^ z)LUsDtgCd)a=&pE@*KE=&FB`P{EsSK1<1d56;NGk)yrI*De zm&L`GB_)W7CMvxo$J`JVUzTBS%dxk_%nObUii8*qvqQ%FvV3 zK~f^v9&hMMG4bpkgyG6*V=kY;GP_L z&N0H?>DZl-U{?zf!y z-NN)EqRbPDg0qUE)AEATK>1}ACQyUDrmwjL;BSGA_iWS*dtV-a4^m?<>TuU}RhKlC ze*mQcs@&hzc}L}0hqV=#4Rv>njra7evHF(B#>QxU!##7;eI4$)wldIE6K=qVfcZD% zF#*QhC`WCcqp8^5RA|N}nXn0_+B^#pXKAlN=n@eJ))$zYi;eXKV0D@SpRC0s0p$tm zvSe*-fxf9oSCg+H6l-e=6lJNZvLt0$JW!Rc!sW=z;+2)@T0$Y%g0&8GLcBqU)dzOe zfgQE_jv7Nd*3eOHrq-KjO(trih1OsqRU29{MiSmkt}~Gvjg)3RsR1O`g2Wna3l?ao zRO1UZxI86Na~3Il@W=4={X>C!xOa}T?i?3HofpPj5({t>_9C*0004Tla5KTM#<#PvUnRutzc@=|2U4@-aixbCNQ z#64TfK7OzMix0||&d!?uO4+hGc^}P=eRq1s@&&j}Uz2ukDqFX@X505oyEj&E__}%P zH?12#r|nwLII^4e%Z8zSTWFiVZu#;<{PH)ucYde2d9i2nclbqbbZ%cy-o3qL?HB#O zY;XH{2j}Ju_RX6EM~)G{_&EI)RKm=ujAMt$zyD6&yn*`DCiRW0^5DzL$ZMQyhZ{G1 zm+!}~U`{*q{%-YWgTQ(Mb_EE;t`8D5sUbJ{#-up9!K_>-a z0lJI_^wWnj-g_3?I^q@dUQFHS=RyfW$R4FA(J z{Qj8b7xmtZq{TC17fgQg!PNKH3>fBNxmHerJ00qE{1E&h0$CyK2*__$4!%wym!HaasDJ>6lO7 zY58t(``V?{EuT=ftm<03xOv$O%-g7ncU~cHT1VdaMfH1=s^?ECd=1s`-XzK=ue5!H zCVn|n^W-vE{>W4s16ITsu#ffSk(z>Ax{^Dlsz?JS%1|DL#5QJLP$wPNWna={o>k*w zxL)3r43laxx_xZeDkK5~Uk3B^a8vi4(@#)j29+w+=7ae(1-DU=L zY6(xwr15F3tS$nxt7eFV8S20ev{ZKCv)i$$?YLBOO=f>{eg`(WChq|zJ-jqFF!|cv zz?~m$U-`<0C6hNSp0?^O^wKvbeKy-aVLLkZd-Q=hlNb7-PHbJ$n0>JH@xjvQgT)bh zD`F1z)Z80titDd=*ozIP*FB_G-c1fV$nPlo(@bO(Cb82Xbb@@Rj^PAoP8AuJ);g8#Fwg_3x-9~%gpO$X89n zsm9@4!*G#>hq3T6Het1uhqH*993T(U@gPtD=_O91%x#r>VU0`AF|*4+cD{~P0I~`} zW`R+FwFn7{j=L)I9gv=6WEUDa#U^&4k(F&?WoWyu4P|^q&slF*5S@A+ghX6+BMFVF z9*1_&EFn#RGra&IXeK^E(iSFayk-zK+W@*<%QmZrO$w?}LA7fc27axak|d)gDEia2 z%uEBX5M-8VhKm43o`#XF=zk)mK2#4E>jbSJpQvQj1KdU?;gPU8n%NjbuZbGMM-5cp zXEw$SqXQTEU3tgv+5+^o_xyqu`3ElYzw;3) z>bq&Iic28B)(Q;SfMGc`L);oJCk9h9wlzh5*%r56)D)o`$dPwE?#n;jlYOAS=y+e@ zsezI+gB9oLm_OJxft>n=Xu zRd}W||8z&*$&S1e?YYNWvJSQ89PB7KL@xThIeqKHfW<$4G=1Yo^LDSAy?@OIN+wPx zBg(n$CKc1HW`a^mPfb)!-0ovPyz}wAY2PlJ_w%|>SHC-F>D-x1=e_afv?;Hm(Q~Jw z?jC&?AOCI9gN>M&ZCSzJ#{KbaOa2{3M~Q?*R!dnLg%|`>Mvckn@62w}L;o*!_BTG8P|vIr3)}4u2zELkkK6el>ehXBI9xu}2h~&-M%_bA5(I`a{32Ru~ z*Da>B2%0N|_Fn|hUS*~blO@Jxi7}a?s#FmsMTAY2RHut^X(DWz z7(r<%d~CX~I!k~_;g!Y<%M*Ed(VX1-?3_qWP9!@koSk`_ofXPX3t=Y*_JnM!`)LYo z4~l!zk9*vY^Q-^hCUoyNejO_(b+1JY{DkWJ5!LgZKlw9s?T6^JxBSmf_W!~Uz1|<4 zw8*dFTNLgyG=8-o=?6d3_o&hjQBkwdfm2WqXHUsq>|d~KQsxr>oF)Dh3sB^Z)9o4C zoMq=d`0L)vbDq2dBUJ&T)n}jKPCg@?dWt{(yy479=`MTNeB0f(J$YY0ui5ce{ocPC ze|z3=I;Ut2r`OvFp#0A4U@vnggf%5a{oqx}|$;PYGwMQoRtU@)_q}L8^jF>Y&nw>h3%BwGVeRvp&3`rS_vU;Bo||U)W0K$iy5|ct zcb%VXm!I|s%5)ZGzlMUZq3ywwT-iT7!(A9F-{H$yK9VtiBy-6~;W}60&!eQ!r^K5+ z%+Y6MKmUc<1)qBzK81Rb^6~SemCxf|9ZCQ2c~`_=jO1sGjAy;EPg^gKwO;K!k zwwLHgW!g@xwyOr9GyvVL0If~kLsa*ZfWc1fKsPW*1?W_O(Whbb1H*$F*7!090oEYE z9s*bl00C#nYIrOSkNt8d*cqP#@Oc_O58&|t9#`}7_$4y?PiF;ujYy!Ciox;7R)a=m z*6S>0v)yWY*?ne19>qqzL8I0f3?>x-DAg*BMyu6=h<)}CLHlR^tBu=bce@~wcvz|A z`y3#W@aD9+92yraa=~1;gXMvT+%Vk*^*HTaPN>}lwYuRt7mRZu##xygD)PW39=O~M zS9=@{9;nG>!MbggUT2NZ)$H>$dp&JlPlwM-8TIu(_4SW>=_9_u@uiP9oiU#xiHp1u zAOGo7@yLi^WQ2o+H;xELM-?Mpq0htjc?DjtaKtAZ_41zj1mnm|G!d&f>gA7kIinty z&pqIE^|>9LE(De}IiWV28RLMO9rjw64dbwtxFC$nUgw7EkQ<5QH#U#wH@3T-B)5a; zadmiI6a>I|2EE7*cs>0S*^EB#kk2#d^U%h*Sew_~fh0Y;y1YnZ8hKnd>-HjLXT2U5 zd4ip}oy2kVYy#5NAeCp1Dz~%J?ZA1QwQdK&1yxP-ojE6{8C>Foik zYD(%w{}lG3+<#*PC=dT67yNx(ycHI(GXamMwqiR_;|SSf~H~XV>8injHtVM}OA^pOs%Zril-hq($o62~Iuu*Tgp> z17NitmdhM6IV_WpdOR+Z9@eRBa=zPU^1?Qc19mx_F!T>c`)B?cl+6Y^oo*ul8Uc{k zJ7Bcfo<03jFvO;jy2$MvEe(zM($bjVkaf#H{^I?`mk%9|yLyFMgHy1E#C^R0m#Y`? zHEf1*fGY1J1H*lK{;*vkw8;2YrPvNgEE1kcz_5s!HYvw0X2XIZh(Ble7sacsm8>ptsp+1S_S|#b|Z%dL7bXkDBjN3A{RmSFav5XuW{ctC5Z9 z6fOzNBVlodH$zmK-1jMB=T{k3i;#WB$4>T7f~r$L#=?Qt7z z4?nku&#|0GseeI9x1wZQ{n+c!(ratLl5kmWq`D$mQJO3*NtWQVluec0@pp)KFBcx! zoW1w!uEo9KU+z^qJoe z{km<-$vr=x|8;*t#BE$rc3EL=YHDIkWaN{uu)HTRjitHlj#gME(GNA+hA_6FDrC#HXgZSBEpgg*BqUHz z&NBCw82d}K9cemp4$^McUuGJp(st*Y1}aShl^`wOK+6Nk*}Bg3ad1|oqvQg_M0HE7 zf^bKM3u0y*r{3RCbN2nR!>`@?0(EW8G(pjMkdgtCGY#EYmcBxBf2px2-$2eb_LU$} zjomp$YQCPF36isn)I42RhK`h^X;0Qu@-(DmEin%12qPxwNQug(SP3p%Sr?(Gzo%-B zR@Ox-YQmL-yMnUIYC?#b5GKRj2AX12wfE(?TZ-!2vdSBZ>RX5-Rvjv@4plcq$nl}v ztdsowlj71#;<79J{4>yEF8Z41Gtcwk^&?&d_zFBGOrRHrSbB zB&X}i8J506%Rq%?uoBsUQe$tSrMCoZOR)79S%$Dy2F}!9X&Y{`aoR2PDocMU#K0k1 z8Mg(YW`cG*r^zX3wK8iVPBY9W+PO`3R_*xKk5jW|h}-PowL181ZW+xX?sQ5>E-A$= zrMM;CPH~sxzp?k;K}{xn-)|C%z4xxWu5B$_Tzg%+u4Qd&?_ER@QS2yE1eM-&g&jG9;O6^5OISvg$1C zIvcma1~!*9IYn(lidmCWL>ekMYqNuSjBO5K3s{TBCEEDSpl&86+k|a)QJakmvNk)P zXku0yXl14jl(r#3UG=8!#uCI%2y(A?%2rs`?qS*chUXj{o_)YON;XKN{Mey2trVaA{3rQZ_e-WMV72@!V%xwpjmzS6w=;9{R@Y9rNzI4Sm- zJpZnu;DH=|9E zIP=XN&ZofMu;)Fm{n_tdb_HB!yz%V}yx!%1x!v~^>GHw4KQ?qfxFkzY?0j^)`TQS@ zC%4GwPPQD{NxO8ieBauxhdxzDkHUXl)O!1D#pRPEU!Sl=v*UkRM7(}Ab=#)WlYeG! zT-|!>GA}+{hDvXHc%$pVt@djdFuyIqZCIMNV8Z)J(3IK3lD-=kK6`B5_I2c2my339 z3Yj~;VArOq;|EIiZ?8Z6d*i_^ZO8XD?b}+r<(JmIo2!=3tN3v)X3G@ zRs6EJY4_&xwJR|{e_y+AJ972%hHIyK9zAM0cDnV@fudF4hm3@DUOhp3@rrcu0{!}B z^68V3*H2hJXRG$EO+I-u>)Z*6PLnV<3p_t4j9%9>4Sl8;XDOP-H}+!+PEKL++>vbW#FVQ=S*_nS2Q@no;i>BEAj zdB2`z7kDQx85KI)Gh~)W^a5}H(U3c%As0qM zFOBp1uwdkqX`WA~dPL40^LYBmi(_DSCwjk`Gv?LYaW7_$3|lz4?)bLkRntRedScei zkNGG2*3-Ib*TD01J(;IDyHe<0<7uJoe<8!pQWl4S>K3c`W7 zE5gvDoQP9m^czuAF}ssQB{g@pHE~I`EHdHWeNAGq7;Sc=&1M`*#j*Y?u(5xj-|cdN zU!sHm%5F62wQ{jQ$mn8qH1sx=QyU7wzOy=Xdo7AwiD(_?zHP>ig~_{_KMvG-8ap17zDCz=@fMA zNp##rMEL3KH%C#?XIl#2wqoD46}}^)Uyv}bgycMvqQ@do>Rj%NyvIZqe;?Y61SQpZAM9pMMiNby37)yNz`Z+R%u9~hMrWTu*M+3 z>se?WGuJ3AR`(=JTEb=RY4VP26%D1OV>P`6>fQnkz3{)-8AiiE>A=`Vl%9&lz zkf0N{8KmtxUZaLnrR7xUIOQ5viJDoc?nP^QQED1O-Ib>5h*yz6Xz2x3S(lMptL@Fx zGxLnS$!b!Npw>^(ovq>3E9m7idbym5Q_@T19VnBKXp**>cm!QZtR52x%LwGH0O^`FnMcr6YCt60UXEdgC z6u#^#e%nFA} z52qGAqZT}GO~2C^f2KL@VoUlJa_$XE-i_|UN1WOZ{JIY;d{9r}19Hx_F7!Pr>Mkk! zN?Y!g4%AID@ve{N2o-7R+5f zbMneLlV^<^HOd1z#?y1Gr`M(h!{hyyp(8dSgLfiBj+Vyzw4&ZLV}iPB(nQQQ39nZs z<}0K^g+%mCJp(JxhVYqIDbs<}Or}@KK<`WqW;XsSu^Z$wr;q_69+yR>vdFF6#wu0?iiu6*79?}fNjyw46P-v$C9yFn zyn-}dK?)C(#6>4?F^S)(85 zau6-)1ufwTxKR&U0uG?JjxJvdA#C$(+6rl04{i7bTDKg6TjYiK9@gtWMi#S#9WbqS zD{5`VAC4=*Qk1z+N4|TyR(3u|;oF zU4|H6&m1iIV-R<0u>ABF+_}N3+kA$`5}n&_3(kzm4k%`zE&RlTC{yIcj{o4$JeZJpHs&VBo6>jziSH5c|$AL>+J z{;`3=3;mcso#|^_8Nax*H#oA_+jF-K6dl$+n4~@j(cgxe?m;bqBWJikZ~ z_J=&{z8Vv*s)*CzGgY++B>|&o!~%q32@xl0u9CJ?OWJCsq&k4q08pAF?M;%-R>@Fc zqqLh0P$?ijqYkk%YR3>Y>l#{+odNV7fZikd8=ujJsM+7_Ow!v6Fz5h-{*9Xb_xAQm z7`+lE9T-Y(REYRWiAW^_v`VF3qc!Su#{WugH0bqmnGBEsYL$+|<%onrp+Klqs-;rd zfA+2V&-^q0yJNM0ItGW^!{_(fttN|AXEg(MBgbm$v6`q>QmDK`zXP_Wv1?{sTkBk69G?0ST4_RhJhqcKDp4Qqe)mAfp$WyDfTWW?9 z8XLYrG^efEZfmw#YaKSc-HHeCnYG$st#(+-ZDyujLBxEBhzk{R zU?MQTajJl`n9p6vVbA5T7I2yKSoCo$+9+1fNG5dzt!sK0WkGk_!fwi<9?F&;^1dGO zJ{sjXz5Ob^{bn!uKD#4?*NYJG$X~yHm9l&JREl0LwA-}*>6i2Wzs6y;+AJ2E#cbB= ztW36DD0a!@R=(6Gk~zc*6OZ!^iuHZ{YWUJ``RcY=O_J(b0G`cz8$!Hvqv7(^7XL@& zcafaDQh68sUns55VpdV;%JyCWQE2NRnXB;zwaRKT+bvcw0?}mRl;JsL_^)5T3bG0X zKEaN#EO&gdGYX^giLks%wMFFGf-)?AG4_BsyML_fO@=!T;fRMj;&Uy2AN0E)=r>%~ zY`Eg`{p9eCa^C*v2#j-uXSyDzIPQG1-uqy>|H=6_vo8zhE^9PDjI~~mbiYa;@J}@D zdEz`4{1iMd5FWnU1yDoWpi{XEs_0CU%Oyt+%O@Pw*b@1DBvG4=~ zZnu`kR(I2teQ=k8o5a>vKTZLlip<1Tg^tB$ z9TBZ*$kR6Do5PpKGHv*w`IbZkI#Mbjm=R%r4J46fzzqen){4DAH%xd`D zoZJsTI*_=w@8hz*cat5@hua@QoqiD8lPQ*jvO zK5nzVU1WZ_P;+g#<|0&e6vp4`!Pw}**$koYg@~SQlqNg`a^8uN(W+XEvc6b`O_!Hu zadSRWBJL&YwfDMyxE*pP!@#L#N%{#hm&XFHy?f+rckzbdc+qM4M;oX-G z?>)M6+x|`K4sPGFf6L~58-Bg}*Rc=JpJpbBym9;o^#E(?*AzXkAN;)?g8!dC!3 zTv{C}tBaI3CMyVOKy`$y=98i!R#F+JB&KUfD4;G@-k2ySW~f?ol`U{-UA(*@N#2wR z)F+9`!$r6Vd0nEiF-6&&r6D8a#8g>BlBy*~L&{UMWXqc~RILa#2_+|Hs=xFK^v|`D;GvU4*q%Sw$Ux0ebM?Dr6z2PAIgqSCsq0B~6 z!4nSh5hpJ|So}&@_=1DAFx42_LPxzhlhB;L*5scyp&diiVB}_^BzcX!C>K9{zDn=ji@w8 zTKpQQcqhZX6XV{h>SMsP$;x-Kn)g86Cq;d%yyk-(AEK;@QWDY>V3%3EvN29t5w5I_ zlGjBm3CZfFbY(-Fh7d2Wj?y+~Xj?P26r{crtE1#=+OjllnL093+mxcGSnZ3 z3j=Rr;>}FFg;Q^4)tcGW7EZl|-C$u8ESyFQn_%NMI{B>*L9311U|~0ynYA_!(Z+4E zf5T)Vl2ZUOGMk{;AtKxO%??qUO-KS))Mn$iIK(6ypJ-;_O@XJOwQ4CfJn zQ|!b`+>~n~gb#r7<7eHFq8d3P1? zTY{7`!sN3Gl&`EHP>y{f&hwR`{Q!iIBHxdfbY7TrOq6m_l75H(>AF1WjkO+UX{y%a za`m_@O>u^?vE0&0(AO8p3R6^gBv6Ksmm&a6hP)tIQJN|%PLUU;NDI<{;w)u#v7X$b zBv#0(i&ZUE;<9WJDn*P=0m^cvl^7+VT+`L6qmuPhikw7Hw${t)i{w=ZIW9+uN2;oF z6_q)f`T|WIMqP{2)#Pb#8OriBO?AGera)7R)ie}?QH|BbGF*WK3zwkMMTjH`Jf0i( zlKsJ7lK4uT^h%Z%EKLtlB0tEoLs^jzSiyI>kpaTQU~ysy?Zst!(0%GN|IUD$wC6r8 z*Z*V%`F1_LNDsJ154h5E`>&=Wo12gB>bQBiY}2ZWtv^%!uCkx_*6rIwy>Xd*=WN5- z!|>HB6P8XdKD?iB?Plh-jlr`=7w_Jjw{;Enk1f4V0^ZFS_i5oQLF8LSaX#f`K*`}9 z75lc=9o^OCbD?6#FYz-W84HFbEuNbG(=x>N4F!Mhj{WI}knbkvZ2T2}Y)}1P2Z$&3 zwVmACb>S#(?T^jder?&hx?;|R(uK2{_HQR_U0wM7l+qQ8>UV5z-oLwW`I3@f7PX!@ zj@`PZc>fl0SQz2tiRRc_qo4Vcdtn!-_q`!%v?D;a?ZHu zc@yEA*P;G6SbO#yX3zGVpXWas2MzmvM(OU~Gk*Rl=eM8Wt5-(NA0Ib+Wc`s%J@^0W zxpp99@kGC2klVvyw?@Klj`6rT%Jar3ugjyL&!!B!JJ##fjB%OErU#Dmyg34P)f?(F z1`;-Rc;e#m@8=Ew_}z$@g(IF!frifYieBJ#e-!lENYCq|q1VR29!~M_n+SV7&GYSS z?*~&nu8s3JGsffUB+tOvqa(hb{CeJ){7s8Kd_VT>RF9asBR8j{!|%&+t7asQhg7X!)_QP%*-r~18e(rSi^>i z+^5IHp;y>``+>Nd@|@>D(mj62adFHAeNDQ$EMA)aP@erv5`9S!dK5^!2^5708**6` zVs{&%tBt^|$FRr*CZ+Y?cTHk88*EmK-EMX`%yyU7ZvVdpHoBb7Z|uxuH0U%+nUE`> zchJc-G-7FYJ+`wB+g^k2s719^{HDc^>QMczid;V~RIyG!#0`!{hR=uv;rU7mo1sfWk&XpjQtrEz7!8oOHb?_F{SJ z^|s=W)`GVL)YDq{y*BJ?ExSs|s8!L+74%{)vs~7VQuLtY)O=+ZQr%mm5ph^*sq{a;U5| z6qMJ5%_>f{f?cO%*Jyb4263}V++voHEwXl#s8uIu(sJuH%qktHOv@_NF!Hr5td?D- zrI+ftb!L8}fmde~R2%qpCNQe8*Qj8clpKqOZ`TPNCb3=1()J=1)Ffq3va%~qLCw^Q znye~;MZwUr@v2@FSlLEHsOfoHZka(;XB5{P1hr-%-Yh3ui4IkP{@GnWD~IVNXd{MMP)O^X`(@?S(HX z#lb9mWa70oTgO6v9pvCt2znGFGY|9X}riogUgv5A$<40a&1ivnXTN})(e#6GU?k#&l%DdB= zd#x3DtrdBdlz+7~_hNm@pP1l{AFj;y-Q|604fOEJkvo@8Kd^H8@~NYyj_}_6!|<@P zlRjSgF3EpwO2Eq0N2{`5t}ck!{m0K!=8PM;eBR_$3+F7IJ>|EBGnP#oJI>Q%ILu@E zxKZPW5Bqht_wDT?(gIeLMjh@bdP}d1Ct;tqBK&Hye3%`TVs4L2#F0xx3W*5RPXLKp zCi&)_f$R*VW^%py8$0_~Y~wfG>|YL=#;E-t>`ecSof&Obv)%d)nw!3T6>l2CPjWye zN`t(N=ta!8}Cnkez4@w`10)# z(jOj_Lr~&&7;Xg&GY5v6<^i7pD_9DtKQ~F3wbxj6%8<92`EXkGu3=s0X3?%r?zuUG zeEYki-DAUNdffN+xIO}U!3*X)3i@~)r2fb_>&FF}r(XKUP~*#C#-I_#m)KaJjM&|uv3VeM?Lhicv!6GA3j{a>Gx?6Q1dKBKjg*}oNm=hr z-9OruzIUMXlsjvKJ7G;<>>5}2LQCNAzLZs83f2vz&*)E>>5iIZf8%8d8fy;wP9O54 z_2bW<;Tyh`9v-at^Gm@mUvlRRB4&JnfA=N(htCNUKSz1=M|!$GjS-yl!p!w3nd8yC z2tru_p{<2-w?HMkprS(%d+=~)jJN$0#2E^4hCm#lUe2(w&QFV6Sv#DWf4FiExsiYN zBM%$yjB&l5`6X@DVC*czT`$dxA3nD{?Jv92k3HR&f3z=sr#p3PfA&sy>PC0UT6fMC z7ksBHYrQRVog1@V|9ZCS0z`iuX1W2jJodD_948N$z1uxy;O>n+AjSsb_US9 z|7)oL{a@-C$jkmGCi|c43_SjJKp$dfj9w{|4scjf^* zYU(h9;EZfGG?)w(79-ATsaeyuZS7857g#+uq@IDsnZ3(tC)uryc1wfZg14DUK^0C9H)#{ix(u@}*JMDO zbXgW{w#krZFrbEbAKC&&I3jJPVw)LfHJ4gVWncuQxzc7HB4US0C8O@w;0UOW|HZ#&@&bOKJEyfJ9{)1WZSTDV#SKTzKZyS|=8B~86)mQb}I|jM0 zgtbO0n6H#?QOY)|faMz53Jvg!TDDaq-=PL}s)3zaV2?(+St(wj691$UuaS$E0m2y) z{%8r`Tg-<^_+BEOw+K|vMhm!e_?!h?_IxgT0f+fLn?8!&3t{zmFndPzc1@vm&Y`t` z-_yRRhqA7Rva5%(w}<>kFZmRs{c11e7QMrt-5tfHp%vmD3A0PWpc*t{qgMR?;6?Y( z{2v$)d7E@Lv%zW5x-3Sg#pqxOTmosINah68niP;}e*XGZ&1cJ-TNN!$isE7*HiiE( zwEgTA%HD&-wc82nwl%KV*0l8ie&g=S4ZG|29B%fx)tiKp3*nAsl#cLjWK9)Du{{f=ed9mii!`Ys1MF9$g;yl_4Ua|b0muZ3IBy>NfZ zb-#zZBM`1MtUIN^`6Qt)wY)zI?|hWxI2Se$g6vBz>5s$ohvv9$zc(N8*PRMbo_%0= z9VUMk!1uqw@Vicbd7l{*!iQ&Y3vx|>{9jg`wwtc&WevETHYVLd?=f|^yX;oC%i**b zoMxTFpmx|SR-4&s(OXSAtLYyK{LlPgX&(qwA}y zD{(j!GAH`&n}a|7^2bj+dG6^-9jo=)ZH!Yq)56b@}4dcxf$r8XnAy_kgcY7 zXqer4Zm*uxW8icf*c~QzhlSf^>}fKP%JnUUdICyEK3eG~UGj~)PS_*AF zwN`3_g-W#0nyuY+W&+AW$hT6;E$tO{W}8DuvkQ7{Lb^-Fw@W!rG1I~Aa`3yHe5ymt zaw{cng$P`wxKA$XmvY@wZl9djFJ<=e+WWi823vCmD}z46kAIGw(;qU<^?ZcG4`ROu zvH1>nyk6|ez2|Do8tATd(;EA_YwgXLK2l*{ZK4zXz>)T+HF$~Hf294{0)y`~?L`me zF_`R6nDn@p^6nCOz`rmzN@Yd z))HfsjnQ)aI{^0vz`YZdypdE!3QOKd%3n%wuf=7r#3e5Pe5knMt+*;gPDoNTBuOgY z1GS$Njd6;`cvVZbf|w4}Moa2qfW~xX3tZibP&Q}F2`P$}OrSAYQWFEVn-S9#&6&zJ zI0)1l668&3YBE|yMyg2&6$zoDU{s`hB_T}--j9$srUEr_DiTuJ1efBY_=T^ys3!u< z6KcZwrnlP*ZqCg)Ir8BzQ2$NiYM%YxnQ&QH_)=CIC&hmR@DYmI5AwQCN@9wlF+omD zRJCTR$q03G7Fc;U#Lnb(3F?+~Y0W2DZKSy3ofsD?#)S(@LqsKSgaywfC9efVuLMP} zg+*_e@O!M>yX@S%{DMFM=9vKXm<_+r1$DEh-24C$CQwumD8L2^3ZDuJ19|92T*Q4a zvoYfuGwV7V?!(Hu#RTijeAwB(tn6DuOzk!;?HVu7pO@#y%D&Fc^W~!hI0#>E{sS)3 zm!Ib+#6AHkLxqLUc}O2o@hd6rEg$tjfPE~j3=@^Tl~ufx<0Ir%VT$^XipF?(eKdd% z1FFM;`dC?gys|DvQ5&Ufh*vdb$m?R1jdAkIFlohmH8ELU`$^N3rX-~4$#8X3va&Hj zOG4-<1)BDJT?f|KU92VL>PR`d4z!6{q$B4VC`fHzZCs+2LjV&RMQwI5*(oH0jb=iUL)>l?wK>F~ zjAj?N+k_;$pw%I0vvL}Z)N*|r!q5<_z&t8DJ1uhuBzL!G+BR6yW?0&GkBpsOSqFxv zAMi%~HL2+QtkNs<>V20t2d<^O-O=%G4?XHQJLx<(?J6(*8aL&N2!2O`yf4o20nkt6 zg@L;2a8>y$Am3Mk_Lmp<$uSS4h&xKmLmB3w9OWxXKO;yuEKWTsPCqY&-vaXP0SF%e z=>s6|$a3$Bvaic>Z*#&Aab6$eyt}K&jL=sWs*7_q#hJR2OifXmx*V>n!)Pkta&#QPrTeZPh?I7@R0Zr%H=*&yn|U-veTlFj4JboOE6|cE ztg5+MMQK*FHpuFWrB(SrMXtOeTTz*Z%-VWwyE`MN^uruFO&5 zQJNa8rmj#`S17|50A(m)eugkNnV%8EO$-;r1q<7r9t|Ml#aW;D3Bf%tu6I7XNw{>3`qGCUvCGuzruZfQKWx%2Xo zs_j1!4s6I>GP!WwLVCbWQRo}m^9Rz5gswo})Snh)teTs)a$ee+RXLltzL_;OW%+`# zU0YFWR}fDB*>vS{=F)k=6JVH4tLo1kE#9*w=jZP*n}2G(agpqMweIN7l0B=dPwX$) zyaBy^BYN+S!Xro0e&0}f`~Z6A`qF(HNmov{Updo$`8eh5;hK$0Ykyl@v|vW{l6mC4 z+XN5pGtQqVTQLu_bZ*U_9mIY6%YRvkT>4$tm1}vw{RChB9rKY-`>mVg3m0i;Prvtu zrOcmBzj>wU*omfnJ0)+PNWz}ATs#u9aBBSGSs5!9rmtEOvtl87=cbgO7v^tR5x;EC z>zQM+H?K=vu{3Gvg4iEsKb<%%c=E9F9c$a~UFf`iAa3sPz|j!@abCWoJs*r6<~z>& z!T4d%CXaYB$=iQ|N5uR|@D<-Z9s_wj!Q;tT*v*l!@R=SVv%Nkp7?ZJTTH=z4k0wE* zei)UsXr%8*h~H?Bz{#E$$H6X*gWekt^PS-FZqBgC@5bJn=yh+h*I%Q&u1^^LY0329 zxnts&PW?E4)Z3|^k<*7o&-6^0%RO5c09*>ZB*am#28o4g!fjiWDDV&>#F4 zzw2;`x~fb${JAvwHV}1D5`9UY{YaYsN>CETZ7S`hvpVaFSru8#mTD@Y^51t^VlwKv zj82J=A(wIoTrT@i+1a$|S5diK>nK3O&DCFCb|7M4g~nCur1g@f!9wPOPb!Q=olkF(Ft4B z{3bPzsO2^41x+S#i%HaE5Y*~<)jDB|LDHocw(A81HLFm^DmL=#jlvd#sMRECH%mLr zQnE=(vdE}Lpx2;am{c6I=5OiDX%OrAcx7jjnwq5Sj#G4{=ma$u4d14hnB_ehW{HZ9 zP%`qhoN}YE&LnO&ikl3gdL17R;xj493{Z@c7NfYuC~7i_h!%MpE&m!7byv?X(edk4 z>}nOeQpu`NvMW?996&432pbJRr%B$c0iRBzR@h_^x5_$m`StGvgg4UmSZQaRl>9+T zi50geNIH_F9VudR6rb>dT^lGS#Y#G|1Rc3lTySS`UJLIv-!jXQCqsOHJwu%!Kn>n*SzC4gmZ}>c#R);O_7}XH|?k!xDWdWU}}2*%MdJpSkM$IVBGIp!C>RPJ?BrGIC132A7_rZu-+r# z&g_=#GmTkSDiTjs#GP!0-@zxGYp+fgu{r<&Qz7OnBtjJ+Rs&*{T&z(H#WpHI<7`Me z8;WhzfZmxwt1{|T{|amzy8V{fs5OISXF8KnYc?6oCc{u{qt$FS4{>vFOeWA|QOXr! zp@`4pGZ-u~rQKq%&>75*jxH+oKh}B%X!L+mrBJJ7a)n%}6iOs|gW+3RPna;S!_%)2bI7^CvdSTTx<%jFqK!7#w|?c6b_wYlR$`8l)^7e z;ugfSF>yn%ECx(&M8`1lKQWLW>F~(j^k91CJ4RMWPs(d*!b@86i{6xHti&f>K}Q-c zO(7nKwx9H9KMCtR1?xHO(Q^_;*a0JM_hesyiSByPE<>2Uqog4#jp*a9(u2nLbENmj zu&xbbTpuNmSY%9DFMhEcyT&VcBJ}Ba&)cIsf~I?lA5YWi!%4?u--(bzP z!8*UM#K13g_XcriK9`;x#9tjOI5q&^`8j9DK-$KE^q<}DMgn`F(p@mg9*FcP#Bc}3 z*#nWk-TAfk(HH#9&$u(6(fiy9YaBsyt$v=i;7MN#HVkIW9!Q+vj-An$xYS*6$lVk; zKn`&)(Zxp2M(44O&`&@||2GTb4XKe4w+}EFTU;w_iFJpUO z_D(lqzZ<#F1>bDX_|1vjYzUvHy$dn;!nC&_rhs9##NR$w`}E_l_SfBU6Yo25mz=ea z9rdB6s<+yTkJ{>VRXsvMD3CRkNLwnTZ8cI-os8T746!qyqgmS7D(z~McKyxHK>Li^ z@%Ij~GuhwZ4D`D4NuR%_H53_8O% zrrB(_nJnO~*=f_;OhT)PW;JzKjby8VVllLtjYN|XZ!+M_#!{QH*lNUDO&AN9I+$)X zCRvRMR%4>glwviffosaLno)LJsl#3gN@q5l!&c$2*Snopp{z8V8@x&jIx>$R*;mThJ3UFt2y6p zLD@|CHWSKb%(EFX&H9ffU64ur$e_Mw1YNW9M)eJo_JKitR|A}taDJ2u<|$>{6|zlA zV2K)7rjoDG$oFaFe`w?f)Uq9FV7o@TQ7K)m2DWOX2bI!4Wa3RS(T@`TEGd7ggf~UP zpDN;x5pp1WHiXCYV+_Spp5R3jP9un>Rd+G_cY4F9?D88WnDLE zV-I-;jeM9!Iz=O2qPO2>b-v_w$ML8bhsDHguTn|c#mowW;U9VD-#bRL-e}ZX%zCTU zNhHGqBjA@9U9n4w^nZ3TYdWmAOH8SqM{KtYL7`KGf2cH zh1}(E^!NAKtQIq%vVZMURS~qWK3O8tT^PJAyTlfausw})#UWi;1@@pQ`-_kE*RiJS zfws#}T(@62uRQI)@S^|er_aH$gU@0I0-`?O3+uZR)E^K$_&n`&@3PQ_P}^ znY|)LPoLXm7K(Lrx{5;4%Oqx#&SEk+tY(|d`k(%r|1tN;phmSEr24lChaWavQIiAZjB@ z+FR8us-8nP3AuU!%fO?V_`OC>mx!TD6(CR*OS_fFf&(yNMhE!KkU_bJk_1mnaUQpvMEzRNR<&% z)g%z2samoWE!m1zxS}OT)toJ@O^`JvE1I)3?Pw(#scg+wkn{9Zys9l<*^;RtBQ+!h z2-*ngT2j8OHeOm8!7qBrM?Ya?-fjusU+KTH;L4QuJH0Oc=$U`#=ep28I$}=oQ4hrB z!IH}N^6F30%J+)87ywLYOj9&xDBH3XEt#^KXrSh!l9(c@`k*GJOKal9m7(B6aBs!s z?<7@`;)-yvO|0;>1Q#mBg$oLwaZ!(X=*R55do1KVaq&wYI*^_FP>6ZT#{}{Vp9=~D z`T38S**@GnKM{EB2c|NnU1p?Q>WVqd%)HLYy~oVD!$&>l<_EBIeOcKznVHvF@H-sD zJzkz46MmP6^y8zSaPtEMXnz6PUx@J+m%NtXLd2!-c&Nv`JYPBfgQzr!kMiMTpGYbq zrR8Cw;#V?!I8gacS{Wv{OYDhViY5q2$Ik>rklUkcmcdh}#`vvRwc+pxJm$7DlzHyVTH1p^I3v2JMXz>4~?bX)yuzl3X!?X{_ zS@9Qz*>|M~UkSojl7C-_^aTnY%S(dP74I~-SJFHm0C^9{^;H%;0`h%jdA>?)fGpov z2EQTAyeQAP1i&v#voFh#KGMAVvV1>D)>Rf$76aXL_4q$Jh=_(FMEuDrHT(NHeJW=b$={G4b} zew@5CU4TenBT|`&bY@mOAC=0>PvN7}B{-C%5-q976P3edmDw^}hOz>#uF6wa=WFZH z$||_3B1>J7sj0|Rm8NP+Q#9qNYFxUi3a-SXwRKok4Mtv-50t`%s8kUmnVA^QihnD~ zjsy_V%92bq9;2x))YlhjD)Qu*WCbb)KtxD$KS>es+^jfGQW!fbi243$Ptb$btB2^% zZ_yv$B%j^eu=`isZ}S@V{!Bc+N$~n^%Y{F3z8i^MIw^PYIP{_k2ZSOSVca% z?C6n@>7zpDj!j$sL;jX^$*WgotXp2N^*6$wM+#OiuH3h&X#bwd1G`h^j}M&;E#A1S zbo27O-xgFJ`MvwGU(1z?*qxg@AN!H-`6aJd8NX~H_VDkuXD@#GWmUn!?U}SXNZS(mH#vk_sc@+k^S7;SJ`*3^jtXGab#cPmX+08R#C5CsN1ov?5D+f zD;9L!yi&exOZN9ut9Jj^ecz|!@+HEaP5Da}yz+pR{JM6%nR!1(H6*_->(ogeq*DcHVZ3$xg+JfKLyqGqu{QR-pecO|M{t>xh^{Z(kL+6f8 zUOunp%;E0aCsP)W4;TfxKhZOF)sna+3!cvy{&v<_|H&hKCVIY{;*DIlENAuNXJa5C zlRe)|_VgbE3!38basuqtG+6#`bCQ-#4VpC!@!Pz##pCV`hddhx3!DbKF~Q4cBFt|h z?CMC^)9J&)=8w5C-sAEZ&r4&x&W`kaIN3X7&Y0J;hQFEN`C<|*VwzXN#x(U2L!GEz!krOCKzLlluD75bF)PD_jp5?Pa4|6qXbqE--YX~(s*d-{ z_7GKju#y}kZ+R{wK9V)wlM#I7L?1cfmbBp-&~RB?eL+%xSyF#f(%=s?MJl_{%AP_E zz0}CV8+au;W`?Zwsi^)2&>E_tV+=x~hE=I%;ItgPj$5tg))@G;dVZabUuWRg8FrNz^gRys&oRP zUP#gjS~R>yMQ5(M8)4w$O~Mwlw8JW++T~OW&~6ly%mB>*&r9d+ ziwvZ41`*L9ZZV3Ri~!jpsw{l6==l~HDdU!!R-ooq4=rBFsZ?>R6s%Gex6&XX>47et zn4;!2YWR(MQInQeAtHte32zmkh?g#+yazhtB^@c^_9O`pid!N4?(dg9U7aJXi;Pu-+qJ12lLCG-#{G<;5`H zUp?ag@Jc-j!TL;QII)YXE zk<*aKZA$00X7byz1e9E$w}eNC<28H|b!1ArkfPQ!0U?Ut7|kQb3Ywz%ga}q`grFr= z+79OuV_A(6g61ejRbbxh&53uHMqHZy@zRXY<6}er8Ww!Q4KNHa+#x3i!)4@Rz?{-#vBtH17>RO#SVLIm;K!|6#_oMbpR6 z9Xnza6gmp#F>~~=UzaTSdFkTG!$+R@byQ){+~V*RMd4d2Vh&=%ceTLpmV_T{LCxiyYFnsJ2UD2C7u24oegC+YRr0#(V#OLH727T zEH^ai?KZ2`Y8~o21kw2rKr?DoYOwN*FJQBIU0qZro6BT#d+DsMt{xhV{%`t>`d^Gh zspj%UfE;Xbk|~rdmO!o1*{oKl-C_Nf)~GjV)f$ylDrPd6?PO*fkyBsAD$QpVq_R;7 zY*ZW%R6&8^qRx1NR&4?&1~p)LD7S`R>54?x-u zK?V1q+BZZHzm?+m$rZ^=Xp+?r8VNp2mBV%}?gI zqIU7mPLcU6`do6_jXpAnJ@FZRd;qa~AbVq9`ue`?J#OUTzWhJkIlntHR@;%Q`-^w! z!)9t;KuqCKbEvm9a+Wh^n;U)5j@arzZt5#MK0xsMOnTw2y=kwwY$@|oW8bREKPsw{ z!3Chf8Rd|)V3~L*=}{WTieRkw@Tf; zTX))0g}OnZw1wgncPB{j;O>$DNr=09@<}NjnObB5n z5Sa&Fyx#9tDVgy1QV{PA&*aw9^@z8`5)`gelXB^!ZdBE|?lV;~)8 z|9-_I5KYQr$hmB#kgpU8)KZC7A=j(b|5khkLNElWRVs;CB9$ssYK>M0Xta8{LaEW} z{_|h0|I9!0|94DAz-R;v$iH(yFbtZFfXN^?flLF?X#fdEpv?fZ!9WuXR2qO{1As@U z8JKPWQ(!0&0wW+G$N&VJpl}lyWrAW12sn#2LUASo)?&h2%w-mHg~eQEwIG>|-IkVK zE3wx?83AWB#6Ih$AndH0-fd-dce8q|j9v@9*Glj1ruABBJ>5)eH_dFJSS_6<$wwMTJLyZM0GJ)AJm;eKb1_V6C!TKmj8wP1YVQmbojfB)u zurA#Iml(kkgFYM9ryFz$ur3zTCmH~(0Z20fnMNRMgbC)3z_Jlu24#&P!b~GV)^d!< z<{A(LhBqK^tSV#T$We82AclT_E*yQ2k^ir_mnNJOMP%^eP99;-W@* zK`ppGw_8BrAPv(L`sQSqcQS?0{7Uzq0n%@L8DaURZ86>pf6F{=YG29e$dMR z-JMT>qnGaL2jKo!g@b$kAA7Ra?=0JKuyW6_nw^KMx9+Lj@MrVh1C2ZP)o$BcxnW!B z`pp%`j+WfG(S=R>-XJFJWEI|dWd^lYOOFABO|U_))^-mMNRsh7XMgCax9+hg6zieOX!x1@k5~LjW=}nz3S{^{rN}m8AsEByFGhv_WkvI;NHicd++-kT>Bq*^xXI` z;2zlj-fQq{#86=3pm$uqPhx*SeE+A=0l&C`kko+>kps>VeQ*2+ydno8)A~L~8t=LH zy!12P`Di}#)^yR;@+HO+mu*eVw|t5-I(;*_N2#8?Qe3_*x_q5`?F{ef4aU=(l&81I z?;Xg#uKeO$S!)BRm0E{~`u^pk0Wzh8&6M*w7C!>=!`D9Fssz~a(k<6R#* z99#SQsnx&dh6XD|d=Z5rBDISto#J*PzpYu;)v4srw0s80V}N2FC=r?!Vpu>2*_{SX zr-{=Jbd>Asu&ROpO-Z<}38!x@ggYx>YMqhZ0(UhUx@wK|W;2)6BNteNG$Xs+B%qiD z6f=)(X18~<+DskgP<4`pT4U}gF?ZEi`J^5h%fcm@Y0Va9tCi7WVG?^ptU;Z;Un3b* zi+aT@L^Ko9`o;7C9$|oxJlGUISpH=&YX5-$tUjMn{jO;1b98s~xxotGzT{hd=@0vh z{rZ|S`beeyJ8a#dOh0s5Dne5fv(%?E}}FSQEK~1 z;D_ySnzN}c+tOZZA=W}gabQ6xP#Oz2<{4^|V5~D7dKK{8Be`m$d^lF~e1^(lhTsfF zZa6!qwM;>D?Dmu43_9?p1hI`-VQ`0K}_Zk-J{xAW8S&F_!=`M_?|#ZBu@ ztY3Zf&-KT*Z92Jq)1|#zZyes?c;&d;gKMrgFMPgv?8Whot{1lY+3)eYvE$v*RZn&; z_CLS2!T-9n=!?AAU7YuhpZkHA=gQ4`%gcNrE^w0+ei0SAONu{B0G~i$zbpL2#a@Cu zS6Nknw8CFe6{KuVkk>{?DnsNo;gZ@2c|(G{HdXuYZdzQKttEi39w4^E<;{|v( zanUDXz8f?3WoOu}2CqXoj!QDGPP?~!)T>=HD?c71gx;XW-DPJuN(#S7%lzckL83Ar zWqq8oDN$AxBuDN^q_RF*QtGFui%`@>OG^A?<$==5P+4WDxcIBA%u7`0si^)o!p=U5 z3q8aoUV?&;+{`zEj5pkj7o0RFQJ$*^@4-%gEzEM}X1wKPybGhQ;1pYpSv z1$oY#wCBut2WGqjBla#i>^d*)84LS@o%Vu}_=Jsp!HmDpNVvyJddN+G#?5@gPk+V1 zI#y%Gof0mVc^YdIK#h%h~e@R(@sK`@T z_*qusEy{D3mia0wLnI}hqT-M0`mhmb=qD`?P*jH~YQv-zfx5;xMO}=#HdNIRsj3Ol z)rD)ClQoU;vNB(FW0a1N4s>K|+cI?>*}C>DbyEV|Re*S8ojG7B1316x++M4eOP*PVbX3?(*7}t z`$mOtvkBRbi90+d>G=4R(^GS=%`LjUu;S73+L!BVp096n+uiANg6wyO8GMx;Y0nD3 z#fiQn!8!_)A4<}nNHbq3@NVi7FA>&Bn(idad@hQ=D@nK`NxCCRxGj#mDU80#5Bp0T zcSD$PQ@I}l@_GP3R4xe1@aoatUO0th!ti;h;Y%u ztSDY)G(RtinH0oL3m0U^3A18_*$JZjL`iXqqC8Drnj|kxQj{dA%dqP5bai=}x+FE_w!TPJm8UAl$qSNIxpA_LAVr$5GS!zC`H>UjBT7pY#|N?eTtuOt$xpB6>|Bwz zWnuOov(tW?obubGoON?^HZCS!J3_c~D(BCiGnf95wscD7@@YwnMmOI$CQ6E62lT=iOy3n?`Mq7+Wtr6n&s)cHe+|Kt~__7^3cBICDZcuZ!SD{CimD0ub;+7F8Q(j z_VLy$2OF=QXuW?c@4&8)aOqoPB6d;h|l1 z=MJ@AJ=t{eP?!Bh{KmET<@4&cuM^z9#ee^r`Sc$3{-w4vdn>mruROA))8SIXq3!tf z3-i~`CtNvGb@FK3;@Qn74zgWbYEGYSIJB*F+h#`;Drxad;)#Q;M~*O`Js>&VPT96P zWX1fP13SalF7cc{F>=)+za?`*RxHRlV3)Fet} z%%7NdU<<|RO8D|0UyMh6TRksh=LVObr+!*6_WjS}&y7U|Zd~E}>#V>fGlQ1SdNUE_ zGQ}of*64tresG?Ea-D?vIvX9oa$@w#AN_uroNu>0ZpGBcV^A+9VO~$Oxjh;4X7=cJ zGcfKmY~AKy-p;apFm06m#8LMr+uWF7dutNfW$q7&+m;3XGTC`L`pYzQ=xm$7DX5IK zb31PyNM1H6YTlT@pKN0mkB^u)DtHb$X8su5qH);^$K&RYt5`M-I}?*L2c0)>RN4$o z%5+TD9GlYLFqFIdl~M0`pKpu&93;W_B>p#rUYA9ocVv8S zh;!s7JJX6|iM7Sjt`1gR9=o-I+1|t^H2xntIWfQxpGlJNnR<=FVnK4^dwYAov$LL_ z9+S~D;%*@EPjV55Pi<$mR#6)YNj16Oy)!~tT5CyaTN##EoU6)n z$PdvU?|I$bb$iFOZ3{5JOtD!%&vx5<^nqn#)4k3YN7&~ET~GRWaO?arGe+A?wndM} zpnt$%MxoGiCXPuAx>}jyP#Af$JnlhT=DW^ZS3<@cLgv%Xj7PNW`yBjzUeO~C-hqm{ z)|Gy~J>eK3_E>Aw$=0Ydgy_Foqt7>m9H{l%)E53{{>ORoPQUUCFL2A8#0`EjV!WcO zK*cCgGfK70avif!(H0`9eJN{rtEQv?{2Gv3tLN1Mf(AXmNyl#j_)U6Vqn2L}2pU0Q zGa#tZbBp!dLV#bYyCD z-l(SQ82Q@HSRE}@M@vw*dyDJc#El{1wsv)ZNev^h-A}7RXI%2exbahv*j$IB5>olwiK->z*sd@z!RC5d(p;0R^ z0wS}Pqo$@RI>MBcU}eWQ6)7APlmMbCfM2R%WNPU+9lrt;Hz42)DTZs*3u^#DE%H4I zYY^#7){aPL!fHTV2Z$O$NvDomO)hv>8~=({>Lnq@C|MT-fLI)Dk2lgb3Qc@tZuU z#Sgi)pBbf}h`1NDB3Dw@)2RE)o^3PhR~u z2?-~o6^lFb1WobW#!yaOAg>{SSMNtJ_otNlb>@G{_^{t;#}BvHV{UJqxbL@Vc1!21 zm^tRk=COCS*|?pb5O8Pe*Bev5J@`4|*|ONTzkj;AaLt?_HZGd6Z{313b{l`4HGS^* z(aWceJ+OS-oN=fh(3r(DChXq0>hyvAvnEX0v~XP3r#ZP_e#3pWHOjcroY+QcX9?G9BQQUOu*srJIS=RmR2U4$7FFyWEz9P`akp@^}iX8 zK+NLsg<`2tBq^(D5DLXeTBF5kHk!WYOaeN@l@oLM95RK~*1)VUWtC*Jvg4WQp^UU3 zHZFvl75SZ-eFtZp5q8GTj9_PkvNA%L=^=D1!po?s{?t@|8aALS#g~@s!$|gFBze*z zU8v#CU6CIsVQ)zxue(Cu(1V}WJhsE17}a)nRMUBM!!cCtVRZdLRNa0|lj4grN+;Nek73L%KUhQd4AwdgHo6Q}I1J^T7{YEHO4-t%u(>Z{U0>+R zzM%QNev|tA$C#dD^p{YUrzqu z-o@x0(E0}`@cmR%%%PsVdwu2a`x^rKngaV;1AFn;jqfG_&whYEt~2}ZF?wz6O*%T5 zf1y9?=upbKp_C|D+T=OCCvksI#$UbJSFM?+%&}{%NvnAdGpNTg3MX6n zTQvCD7XC899K6gN`G+-pb$9G~YwB)m+TrfpGu?&ftcB-#N^cwRuVl%uB^mCLfDdRZLw5!TWh;5O+D7;UTb@=mDJZw?(3%Ze2;DHCUUdu3y1U#DHTqB4>a3PdtfHDja&IIL~V7v)Y&q|C?feFetLb*l= zfo=vQ`?1&vm6;7yM#MNPG{Z$^L#f$NiLf(cjmcO#5)qk$5Hut)vcLcrnhnKB0~(ZW zhT=_NoDqyN0>K8o7p!%LG%p~{Gf?vo&^&~+PN3RJuYRmk-PI}XY83Vw*=3FNh+1|~ zt=OlL?a{~%Y2_!i@?&cGezk0`O1fPo*`$_iQi?Y!C7WctC2W!{kAV{LeiZR$iZ~O6 z+#f~Uxgzd-E^7*xh2}79*fcbohM{+%saGvAhoR^6aOH! zts}SY>}osO)q1L{^$Ml!HjVI@+5VYB#wx|E*1GJntZ(d&Y)W-JtXKS3Kf(XI&EQCF znFWURZ4_2{ji7}nqBH1kJcoye`-X=BsYsqvD)}0xe(tBd>H3$tyu>WfO5TUvE zReIow?)oS2kvIJ28)^5g)CFsD*Z+xIvmtlmmb~9rRj%7qyLm^G-TtN>`|5Y?tKWCH z;pn;M)932XohUtau<4~Erv%^AYaJdQ29+uU2$_(RS0r`3Z=jzaoGLl~KzH_u=Injt z!JFD6_PV2YfQwGxT^GTryKR3Q=~#QPYt269niKLv4w~K9;g#q5mtW{vbEW&xqu!%V zeOKQMxP|oH|JeV)edy`efoDF0F9Qc&1@<|7?0f3f``o|h%16tYH^!4sP1oP_yz}UB z_wRKNHr{f!+Pih%_+)nQHv7bN$Kp(1;^3PerrREUJ}FkuSo50z=$@rh002^l(of@jwU?_4E>9v5kENz3kzlS4Qf7H)!syl z52JnaqQ-|y8>#_5%b-@6jsM`Yf9Ai#Al=()jZUo*6Dcye3;}0MPJL-vQD!DC9amgX z6!`k}UmMn5+VN+yuQ#u~RmI~9h;7{FT2V)vf=Scyn2?wUNd%CH2a31`g~%imnuJV< zPJ|c)BbNYo;`LS0x{?S@O)}hG40V)(9py$wvzgavq&Au;)do_TkdGH%iyN%-9!Nbk7`?OK`=|ad=-v;go-gw)!TWlO-3Oae zdn+RbTC)0Eb9&pd2Rifns=xJSJnPSN9KhZ(yDu_7wdwKv!}w;d=^+ZbVFO)81D8btY}Cs3lRGuY>+kdC3~k5_kkTx;`u%t{Js@_CEBeSAPd(MZ-}b-1EFMp_fCXo!>6MMA-WgyqoMG5h4k`i}* z)_ZcygC^fIC9gN7+s_U=KH=I@+qhfH>;2AC;vaD`U-7e@r6oSHsz7;dl%hUL*^r>D zkCWGgDeEFM4ROkmJE?4llGldGDgqIXRuwEQ50sZ7x|y;%L|W?2&vg?PdWws^dD-u| zxYx|&C%m+0{LGiU%$KsFPkh{4e%3o-o+~H)r6Bt~KgXGy`I49ZoQHcOF81W-I&;#V zv6CP2(wsOcPv~*?xM|Ng>909BXLi~vcItCxtOFw+X*c7fA+DJy`#nGVJumCMq}W@S z=giG`DJlFcDfucc`Ygt~v(w)Q^FPTd0|W)`;u0@ub&#~eUtHoXDe;z;`HJvgzbk-i13+m{A5X$|0ontPo*mUBxi1)IckPx{3{5B@m?$q?RH$j8ki1Rl&?E1G5Td z)fl+-CSHRP0cQqwAeorTwkWH}0&&4Lyax85RXw(uLx+>sJA z5y8Z7G;-_B{3Z*($;hfe2pzQ;Y)R6VexiCG%Q!j?dvH|ZUfcM+qr!LCgzrE{?;DkP zY+}a6nfW*77vEW2{$zQR^Y%8kJp}gy6#sLKu&eBdoAkiToJf0a^c_*+15wIjaq1&c z(miE?vjXofN`4|qcamqnQDnXl#@&!6-<2fUOX6>fV{Zr|{^Ew86UAN=C)|=G-I1q1 zR2RBvian)iPNIXQL?NwO)E7r^pc^mZ&OE)>L5CjM5Z@tMemNIU&lN z5EVXFRhptIOIMVp$?z$XoJ4VUyfi;SQH)g-VO1q*s**HyX}Y>9SKnN&uEV_Nxag_AD*fJU?N{%+Q%O5i>AJOQ&V7 zUl1~HOy0JoxGjrwx6Dgh`(ye3HF?{X#jN_V_0i=Hw-*HG7b&~9yUiN&WzN_Sv&Mh; zc}nV^e`N02lJMuUrt23I*ZhWEv$*K&@rtV#au4i__-$79q0Q=~FrME>(({Kob{pas zObeeqA!yDxzgf0k)5j!kUY>o#E^ytlXR{{w{_$JM(LI$X_qJR++kD|z*J$%(-mzg%7S1zh@a!5L`$8+%vmzkr#E|}~#)ArN6iS_5~B3I0G znKdSS&4QP+C*B>8c|LR8tqG`z<9ms2A6({5bf0DWdDiH6lTiT+Cnv30mi+rdpXsCC zjz#&+wu$|1tk3*0fxk?~?_3tLc)ZgX)XRw&r%9OeW6@7$j{frV}lm62v>?};yY)r&hOvVgU>*1x! zXlK#4XVQpw>a?$l=+^?D8? znYH8B&BiR4XtR3usBQC5Z!a$|jdjQkzL_6y!>w>H_aBhQtb|EVL_m6-LuEyJlf@n(C{mFj>!X)l-Mxo)ZmJX9NTra9qG zd&cXof-kI!5Oz%@t2&HU`gxEFHU8&8gRN z>b1N&Ew5ThN>a84s7SFITDFc=3h=6R{8~`j3Cd}pf(dK*2CdMj6PQ2|Agqyhep8Wx zRiq#l>6?xe#3_HuE`BF&4$?BSK|w7z67~p*TL57_C>mL$*Q^#2)f?m;khBdD)dPY$ zP|^--cm}OdFX;rtEs(TD%db{4isaOMX;+qvnyqBysHkbI;-}1FM?hE#AQfo@Ex$p- ztGOCpqgufyeIJi0iyMFHvilxHVkV7RGP-#;NmTR(VJ|Gqn5$1*=Nb znImXP;y10nBQDYDG|2**8W-0JZRAqRWZfn`d8HHRZsPiK}OhKD=z~nKfe$ z{5Hz{$`qel(|zq{1wU96^K5zWlVx^G#;=<?+biiJ^Xz2oWsV6 zc8hJsqcBTmPqEvu;@rUlD}G+^>(sF!_oo(oUYO?k8`gbww%?wz(9`K3HsV7sb~WO} ztS%X!DHC%Q65$9t6KlSEXCv%P_cuFJjO++F`?sbu)d)L7n$AWDni|1p;P>Q4Jq!Ux zBWyM!ePRDrc?LmxolY*334}rxhu1}82m~@NPrwt1SZqF>&ioI5gZkeOjm2j3gnWTW zD3b65A_j}6*F%<(`JdoSqf$wQ0zQ?-CK6cnm8^t4h21KGzWwcZ*>e?EhJ6bobwtZwpcSvs>i1~P zCzRe}0^~gx_L&d6j|bkOwN7a94K(8thIR!_yMpdIgKj^FCLclNt-)07!l)l(#7`z$ zDnIm7V*4uI3}hY}Nc*!ldUkKn=x%>Zuit3-?Qy)bWBbz13>RG=$~)bkam47mmVa_= z?Nn6ZINR2h7^B-b^S2fKrS}GF9S2LV43+#fl)ZHzVs^jpYEtIZC-cu#_oV67SAc&@5ianqs)fL*)U-Xt-=}B9!e`{;>UTX@ngFV)2ACKt?-!Pakf8d+#z*p43 zCsh9@RL@(K$q{A#I=eUXTyOrJ?)=-<^po9jYlRP{Crm*VFSKpnjuBqPs2$Pzw9i2%b7GOlPYEXn`@hALr%I^`O`bQnm7!DJW=g#mv97;FS1O<Y}Dh-V2%OEL!u*%RWOhbY12$lHj>k*kAt<5pynH( z_65~}pgI^-e*;v0fZ88a2SVylqdvm`$~S;n$WLR0vKgTQBT|A^ zW`fHNP_Y5Rn+(NfLzx*#bgW0%nW@SMmm$Or$$QKk1e1+Gv(t`)YVmr7XsKNAvzRlU&q4_}qXZmV0UISmE==KZX7Sk5 zIZOANmE5+H)cOaxbql%Gj?!|F z(sGjAdXd_4liudU>hR`~GeNCZBa3Bs;AqVm8U;rzp#N7t&HwvMw*lxe8jM_lNhpDu zNzMBlNXt(T4-XFx4}(IHI=@PA-(7Rt#rVX>{K((>F0A`Yyzy0-_VNew$0*H-7t&2v z^|wEmzsACE!f9JC6|dit^!x7_8&=gE+Jj%Yta#;$ip^UZ_Uv!ldzf(GXsz9W_A9rV zE?uoUb)x+6!NR>eiw^BAzI{trRyjC4Y=B^s5&6~CY&7-^^on9|ye-F-JI^caE~ro4 zGQD;Ou02(se?r-RBm1|F-s7kFjGh!^Gbw4>JoYW8w*B^mAJ?-du2KAa(6s7e|EU+f z=bZ;Hxb@%m?7#ha;EC7ZJ&%F=zWt6ty;r}OjyyA6daJ$WsyzQzefP8GuA5}3@c|7ZRm8`x|Dv^tqkBom5A3~FC@ zH?zI7rmQ$WCFRrO=N`_Va3P`3jvsiicWX&vyhbYIw>68J8hFjMLSmC%z=7pbP{ap> zJgZ7>R!Gcpkx9yhIh{IME5sn0c^xpNLRTBDE)CQ*Wmvfcm|P80YK+V_3%|q6Y%me? zO$}JMHq}b4vkItI3EL_YSf$)<5z8uKbW2%Q5xtvFu`*lw$YrML1aozQmEGPeW?AVi zJ*@U_HmRFS9+0y86@q>Vt5-no=MwvvErXnvAy&;GDSZ(Cq(AG*V8Y>k?+N`Lr~!9O zuiFHR_XcbJ`=N%|{<5%MVtzlpp`TpU-&NR8NFS&P7|eI-4L{o-eZJTGkM3uqjSeWw z`?CDmI971oZ*ZbE^jGSZa%#1wbc z6nGqdJ>TH5!W3{+b<e{g+W7hWrcW0)Jvp%a(uSE1+va>Yv@qe`)<)m++$0Bb zM&(pq@p%bUK_1yh?i7`N-9F- z^|6wgNJV|LtR`Gq9f~lux+rC1oU%Dd)tsVeOprGvstK90`dDQPR!7R$lXKOrDXP{~ zZAXr#BU?jE)3s;F8xy3JL89U>g8UDRl*jF%SF7Ci=05r*_41_W8_-X;P0W9@xhd!Z zHU2&u_eN0YiQKEIKxJKwx;|D>6Q!t+RyQZAniG`uk?56E=*P(C@S$1mw3ub zy+!yh{CsywiI=?co3QAMAm@Xq$U~U_iIwUo%zDj9bK<2x6K1`a6u5EIpL0^31X=G9 z^(@<&pZh_W@5;}5#Yun8&v%!W`|-2huoE4)X-~OnPW0r*yo_h8)F*`k0S<%}RR2Nq-?I_#`Ru78HEuWxtmceHG-o3PdO!cSfipr{N{)rKpZV&rw<%KAt}O{loUTU`8AQ5~Xbj#iEscJkUV zbwi}8K1S1;s%cJAH^gdMk~Pgq%KB(keYCnE2JFZL+B5WR=|D%WzB3=_%+nGw)GcWc zIUiBUD0p2*E<`ER6EpRlS^CZ_xT^>t=Yy02h*}I#@E{2fQAbi4>7^jG1f~{4Bm|`y zSmjVxiIHArpcR9i1twMnjKnZjnR)eQeuIfSQe?(&GV>ZNBRg_^lUdke5;j|eZ6-mB zMc85yG=IMmx%@XZt4F>>L@@K4U`Dx#Q)A^dn%T851#hAj8QL>-caM;a52^ zclqJhc@ej{QTF2G2eM2jS>`iY)(cgUn-up-koZuP@<^HUR+#iilxQzaxhF}wD~`99 z#N8BxpA$q}CW=dM^fL1>Zp&Zl&^|JA60I$z6!4_%#h$> zBuT--q(Ct?RGJm5sVh`f7syM}6xF%%a-5_v3310N(&S}Wd1pC(ezR6efxB$;$E!O;v`XJV{xesHsd=S79~P>Dt;1ZFPpK0;?&B z)fGkQi(@qfVXC|kc~*!rJ6MU2RF)(tOH$;;SZQ9OBr8smpCl_rNSU%COIeOnS7a!2 zB4nxll7z3a)G(k7Cr|WaI^XZOak&2Yriufr2$6TB3R=DL(@ztE7f}v)e|0T6vNLA!l$2j4NBuN5a_+d`*`qvu938oG!N&zNZcai6@7h>)`4s-R zUDK7*?YAyhAKlY(`B=y8^BvdE3O;`nesCsUIw$t{On>yCWY_kjr9WqH`J?&zwWiw_ zSYJOhUO0+dI5Bt@27i1P-SJ7hSR5G=1qDx3gtb`#&d?v`)R0{WmB`(&;C5s#%VO#c@pN@52%x) z(NAZN{xENn!#LF2sTh~pHV>!STp4e3V}i|vF_;UZF*he*{Fl%6STynVWc0V0qhe=a z;%8zKW}p&gqM~M_f@fl)=GunLwF&yk#%BiFdontBGA4KmI{hb`#OY|<{0Wuo=asIS zo4;@pe*T!~AJ9>wQ2D=&=Doix3U}4ug0+QVDy)Yz+({ArToLn$$|;T8lDbEBH@Y5dkIa!wL4Goh=#oZ3|VAAWM8*C=^RicHK^$wd|u{Jrd~ ze`I=ld#x6W2{w!r9sydFLc*r8I~wTCWweH3Qgu#yMFycPqpcK6EKhH*NGF!36U)+w zrOA!C5p`KXRcYS&5%0s_UVLzH(Y__ND`(iwpMY6B0kdz(D6H?9vUtb5&^x)I_GJ1M@cKxv8xdBMJv)U%XHjEKu7?D?VyMRNIC#X2PkRR3y}mx9ipK% z={Z$;cBz(A3iFE;L_dD{Jyolxiju78!fDx+I(8MntI=|+w5&26t6WFJar5pl;@l2M_cm8cm-imqHezZ#acLlTl+(2R7b z@oEs6i(jo~m8w})YF3qsU8UyMA(4_DF#sJ4a`FIfKETP*GSUGF5s)z;CC8xQ!&;#k z6d9xhB{@z_3R027l%x=V970JwQSxC{jo(^sjSnbohNJ{g(gKK^N4m@!K~XaxtOZ4t zu&^8yH5z3^NZhOw)NA>Tpo(cRXkfKaD{N7*s+6oU1+zp(!^^385>kewJwZZ@c1BVw9U7v61 z=2d=>HMvWgKgp??a$1p?k|(9&1?}0q=43%j46{0*qrkNj??NhcA>_U#z?K6bi9e%;yOyU36kQ#bg4REEa>o zrc(d2{|rT;Gcxf774>!1jg1Y>txBcFY_^P4G#b9AHR?24xkMsh(%J0^n_{P8n zP?LP?(l!o>VCDxXpLuK`eb-RJAAKQ~r{MP3;w#N-+d2iG2j4?e&nZ8WuPgvWBKhs-zwJ+;Xf2v)7(uTf>c>@W* z4`uEg%-TMbzHumi(O}e%{UH_j5lzwm^a!r5WtbYF)eZI5$LN-{_u6O4->AnA;97R{I z!h}u1xS-K*F=+2`81g1t+6D}HIl6TbnsZ{*Q1;&L@_YT|cYE{Bb;qr?_)Ru>qTmlG z{rid5gu_;!jRu#Qn%gMzd(5B@y8i>J?+v>51*X>#W4MhmJjD#euI|md-dlXHr`W-g zej5DpbIW#==O~-N(U_8jXwhjK*-e!083y_|+33B{628G2ZD)-;U`;yMjosgk-EB$V zW67|yX79J;ofdi>XMZ`*i+aM({3L;nv;WLL^Z#*- z2E9nBVT-AjZiU$ZjM!%qBS=LG&Om}eM*!swu&y2gYCwG{1eU^J9t>ncKnjQerWgnc zHUR!6FxU)68o@{dQg#+=gwjlg42uD8M!;F6#ZqfEH(D)qR>V82@3FM>SO|!BW~KIZ z(|Qs0jMR;Qvu2CA)oSjvTDz=Py2VPiTG}n<7PG0|YHGBan@q+!qoLFY<-poFgFe9k zq(ZtB1DFSC({!>(NRtffk|1p;s0q-kJ@qONNc|1cgaaynK;a1}yg-F7sQ3nJQ(;{$ z1Z09B4$|WwO*EkL0aRX)${SF8f;HigE*aLx8FVp5eUbr8H9)xrLn%^i2H^}qqCp=E z>k~kI45W((bqNrVh?s6*Dy&a|!E^}3!3ZoXGs2|?s2GvaVEjny*$6u`HJFXHMnky? zE=P{Y^@SsGj(KK7mJ!C8piC2#W`>f?P@)NpHGyF!Fa#lJdQYRy&7gY)X&eFdJy7!) zK-9B)I^|id;*3UtP&2*ql1^~}32a3A&JJr72i3BDD#=cjWW7qXOeI>R5YAVM7Rm%O zB>b@=t}Ty^=CRORCW^;K2{<+!mJOSQVlxoqj73M$s3>|DicUsTDJUBG2MTE>sr@%H zac@WK`p(w5Q*7>B?RixIfK6U9ETNL}yNCB$rV=Jlrc{RPej1 zK%Gn_=l@qf&Hp^W?G?85uB=c_SN_{&~W=Bbo-O( zd0>xwto2Pebjuw&`^MnlX?XZmw)>9u>{IB08+hMMd*(6e_Z{WyH^wjhwP5GE+9UgF zxBgkRVRh}cjqS&ewjDm!cHn5;u05p(4%VJLm%qafztaxCdq3W8Xa3%8`Nt0N3bKZV zhYdy~vfBh3`UVGONk!sqr@@0az@zs1E04@?Jk*z-Q4ZU)J_a;CeVw{x-=}diqh~Ko zp8p&6=jD|Br>lNlRXA#T&6pX9r4IiD-~xRHGc?feCUXE74 zN2r-X21-Oa4jWdfV4WT|{?m!}&-}kJfDwWL(4YrZVreukb$EDKNTb)4mgJ-)yE#68 z_w-eKK&ZEaz2kxH8D4H;DoNT&pqCbN8)`)4c0ekGWg>%AXj03}Dv4PkG>MoHn*`Ab z5RCvbi3UE|#BDcF>%dODfmUs1x0>jUMsk&rT5qJ*nn>kvT?Skk50*!RmC?rb0yC?{ zDx_K@9E+4~5z#GTnpI4XQ${W^%f*PD24AoNu4*OlFG$8W%1Z& z3BBA`7S>O1wsuxp3FW3nyt%2sN^k0+Hd~wWdh3(>3tY{Cdo4kS&4K$3Z)ciZeldG) z1a6^J7g4H*)67xV4W4%D2NMCuMOvqYl8fV6XMT|0U%|OJmvLc%(B&-O-%*(0AuZ1p zR_4o_%A}3eb>ZL2{61F%dE(q&`d>cv`r!7<+t(i5uyo@ubJxzFwP*Q4yOs0LZ(siT z#$o4+d!HX)|K`Nn52x3?J-X`7j`{a?F0|h`+hNO(ulCN5zOkARaEO&?&rN$lPjcjD zycXl#MWx;{#Dww_mv~9a{G=6u(uyEueT=d`MphduE)SAa1j=f|5z(wBN>LLbsYXy5 zqMOx6tC|y44RO-yXjOBDtRYF(oS^B*(vk2QVy3JgHH^eU!X1 zgqP>W!oDO&+-mhXUHW=+?!%u$j*t0kG0OAAoMN|q#Lz3$#7Eq$_rhW?X_=p*E==8$ zqHK(j*F>wD64Whmin?fJb%?AoSY8tf$ye`%?oDA!e5;w>rn=V!bXA)RYJlA^D&>Huj?u&DTpw9HFV>MgJQrmByX zR)(mX;?>QG%KB(UZ3Gh1SRJNnO;I(+$*M!-4ahgH8M%R;n4xS;P`4zio8z@jafpJ~ zoTMY*0AeOmPev-#lkp%04|NskN%JeDRYcO-_&4OmDsLjl4G_a~ooCf5xVuFc< zWIw{pN)xlnKr1uS$_%tJePg^j>sh_yuL*llDf?^_cBA8WW8(MPM%mdW92|!|H6{1* zPkGmWF24Iq-Luv8FW0s@@96YA*5PxK_U$jS&k3skS$4QRFXpZ|^`Ro`sVx1mH0y<` z(3PKXmlu6QoaUs=b5`ZKNRk~C*n85XJL0&T{E!R$u>Zl{TL-ndsQubWkh;6Ot-8B+ z)mFRetE=s*yO$OyZ7D5kew)or%Q@+#Kk%CGKdm`6qV-6st}rn3IztKLPNDRa3uz&#KPq0 zd`W4Rq&QPrnkg;M5~0%h&_pgYiJ23}%8B9TC5TJ26 z%$*zG&7B;-XD#&1(U_f^6Sl04TsGZrhFk2)xu}DC^Y-m6yl}Sl`Lp~zyDHD0YOW34|8=45*2T(0o0`uZYQ1*0?aKMimybGMK4!go&idek+PFGt+L(-m zQww&iZ@zhh^x+N3$E)tjDb%{zank_M^>d21{ZhPUR?Li%xyz;&t(gm+J*i~r%t%*2 z(e_ocu#Yr<-@@aE@^<_JUN<{v;k3A47G`Z)`DWrs&nfO{+g8E%ZwZ_`DRbM3xYY}w z$F@OF97*4`6})$Y|HA3<8x{mEoBVCjDF1n5KF%5Ya>}R|Q`|hJxj&ic?lp6)$JDWR zC%PoBpB=q?{QIe{A1Ap6EEwPN=2^#!*U57xeQ*bS8RO|(4)z&?`Mv=Hxlr6GVt9@*C&(RZjX1lJqC1R6!7+F(Cu-+=wIdr%pdc1 z0x)jw$eabP`E!7fnLy|q(Dz9|zj46NQ(Qu)fnsKZzE1=Bj{zo3cgdVT20m*<>Lg&| zWB~cxq1v6R3Kxv2UpFIn5)eGrC36Cx{qh!d&NnGIP?6!M%=@Z?e32!3$THqa(>>al|aChk{i(f^6L}5M#*K8#e9~C z&#_s}HoLv2=RX1)?RLA>PWL!5>B<(jTe~K=z+cmtF1_1WC8pQM*Bmccv!t>vYcW#(EvM z!FeyQLC34panVK*MneG$Dj!QK9`Y;hDhN?pR)MM$rKT0=n3Z~7gI>_!Y)0eM>S)>Q zqRSlkKAWi0swAk%8QP9`Eh$CQ_MMb^iky8`Ny{||nl!8$H3OqzpjDk^N_vq&P;ZhG z^rBYh_u<#+_)ZH<%f%|0RZ13G(OIcrpf#*2KE|I4`IDZ1mXLA0DPdoI++iiF!ldRH z6-pCDx2qZYiSAbqF^A6ouvYVMyxjK8Y0!pLb*(aPv3 zFNnvy%*RtoJ}+vB-ARPq;b4L|=nw`vq_grHz5ENM#E(+?nOy8kMEQ_V?}&)E?a(*v zkmqECM{VqR{}Z#moLCTjZ3zkPA*X;v_zV#VCZU#!@CaT@I;TFKUJ*np_9K>kZZCY_ zj`GE$KGP~ANvIELFL!)8IrG_8xBHu1?rd?5y+0%M&3y3N+`jJmo=tm}&po(wRNUin zDKDp|zMh}zF+az5b&AI#uF5=K60=7)VSBM2FsZb+#s%JW-Oso8xo&7^S zQ|gED*|2o>H#-}a&a@`I#{Ba}!$11YoS(NFZB8lmXKL%;?96C1I_r}pQXWs($zZqR zNn}a~m&;``*+dexrLE&%{vP$8OUl?8!EA|3w_JZ1v0cod!!s{T(ZJ^{nQ1%!oe*#p$1RCA|^qzoWa0ZlK z0SbNx5f1{0M}g$ufTW{9`~g7IHbBd6pyV+?``Wdu;CyeRcVETRKE(Nf+(QGfBmG%> z1`;;(Ma=5?1ho4AZLeHgRs)I_0!T;PBp2O8XI#h|UF+w%;kN_&(pLYdzB*X@YOpPE zsQKd%=GIW@@u9*ULxtP=lBadQ1N3}!HT(rq-XA?wzGn!vcL27(A98RIa;QIT(*R`q zK+&E-{HE*Oj()fWQjehbpw1NCPu9jZ7sRP%7K(dS2#|4_q+ zLCnj+(%VD%#|Ki@3}$W`DmXq+aAE*h1$AuUvY+0ejy891j7G8z9qJknt~&?LD9?aZwNI(qQGC z-oh)ou(hg}Zsl75UjV>wKtR!A7ttA@=$fnMm8;2rmL+s`SK_X&u`E!6v98eGiTqKbXYz6AK96VL6tF`)XaI#qDxtwKarW7!}@;{w4dtP@VSh` zlJhxAAzv*KIU5h1_)M$U>YU=4(O@z;U%X1CN-B|RbXu)et5$2YTAf0v;)_N9Wv|(P z&%ft?bL@7j#bQusR6GftC!w2-2Af%FHnPn|g2jNd8rn?S7K6IZq{o;IRVG83$xv!C zqD+Qdqan?xPcj*jOvXgBAg#6qb<=ygI=Z{sdmMxw2dSrv+-;|J*@+H2&S7h?S}JYU zN}CmHwO}mfa;p(#)n}P?$tG>0QIlZOXBagZI(eK?lWx!?>y%&hN#ORIQi)WlkJ zIVN?qUiQVP2rE(n`$!TnGIPc zZHm)DGeFGdGK;CoY$`Mvvz-rF7iVJm-*6tgbX>}*WSGaKPnbEz|@ z(Nt`4nsEig_^jNip;>E(gC(o~w$dzBb_?2Wtr})$C}&!uvjMHZZbsP6FuN(oX3Ve~ z(`<$Wi$2P#3$bYZ&APWH?Q4VPsZsOXr1mnXp6Zm>b*d{mCn<$#A5<^%%AKG$Y;Co*sd%lfYAwH z4lkV!V9Rwj&Cetrc6Nm@#BY5gjY$3av@bA_;1LX{{PIFj2g2+V>cPP?H0R6)1}wj z_@bZGOh;qLQwy};z~=X{w(I_uiyw?vKbh|Zb$?7Sdqye_KjAJrtKENJb>z9`$TRt& zTjn=kdm}R}Z-UG>UU7FGt69AkzJ3L4)AIcFi>tP8Y}~iK`S4EirIVyT&$k>q(Q*EK z$qAyW3WGvnw_1b(mVn2wa5-HHS(j977jkW8 zlhtZ<{%P;{ci-Q?=l{@=as_&=R-;fEH9EOOIyf*WqO%*Z)rjn@ufBdCUcLx;{_x|K z^Pesr%lqiT!dCK{8|dhADUGD&vP^P`T`jjr1tu}iu9S2sMHU|2#K0Rmab_;bF6?xO z7!DEL#%Z^)@x$9;V{|y!csrxfPOt7FSDKpP7F?N?fU%O%R#Jr(Uu3}-_wWc^;?8b4 zze~dC64Sdyv>p+?S3vEiVjT5gdsTwHwV;nr>f%wl`LsTjXh1FP7qk1hq<&8O03AC( zM-S1<2PnuvV*XIci-E-TL(xkIzD?^7{-rPB_&||YKjQh1y4V3Kc8H7bXEgTHume=g z0I6uOA-*5^x+P@H9M1ukdjQK#H01L$r7 zOz+oPgAN+K<|yyF$*zIqH%CezEYbvBHfQ*&zdu#PdZ?4%$x=VcvcJhIAUZ;`y1h|= zEtWM@vCH73yrjnD=;DxolvnrPp4k5S$ohx-H(cGd_UxAB2Ug8JvUc8${cB&G*y3?| z%iA-Xd`_?WaNfB-zpd~%y5!#8sn@qoda!Hqw+r)7J_pDt_e4l94(tsR<|VESRn)~v z(cz+Ur|Km`M@p+Aly%99`c!A@SzWTaHAhjKAgzv-HKwW>Q)P8YipET5WMWgM8kei6 zOHws~mCbpwrd%x%rN%>bq(Ws|p1e6--2pd{%XE0yF!lngTQWtZ-&jy@X6~!@h>JD8 z`%7MJfZm+?euvwo74F~%YwLs05)E9)5#`bJvj&xiX65byZ;-h70&s3bsK7AUC-lVPI8 z%@Wj*_9n<<8hiCxuiwRkB=FQ-(8_ zvOZna;_Qi2Hm0i@Gu18G+E%Axrp0BONC-Uvro-oJaoO6|Of4=;-=42*%+%xa4dhY- z4Q(Kom?)(tr&dGV(36vXk|{S#i+8fu@)BA#6a8FHC9folYa@@973E!&|>2?JEb#c$61S& z-SE%zE-}$AYIC|~{6^=OKaDd%tBu#>;5Aw~bxu7^(Bu%d*f*pVnp7#NyRtjm)>1a@n})?%hk<3 zI|u>4c1B*Hgq@{DoTo=!=A_&efS(Amp30D(!rVvv%v&Px6G8d|PV66|jQdikhobPk z9QH<4;HgHu6*-&Eu85NV5+&UbC*KsOIlIrqY1bs_*QLo1B?(V7IU(w-a1AQSR9&FQ zAhoy}ZAXKuwnAPCQ&twp&_&XU0ud@lQkbc%uTbOa6fGDSOcx;&1kiY1UK|q~$%Q0xp{Z<0GQR*Ut%514k;-bgvKpqYhN|n3ng*1vp-|UY z98YAjMw0a27> zD+|Gj%m`V?Yxb)P)a$$Pr#IH_oL{$L9Of7I!ug=0xd7B$*YYJ}Yt~JNFB#o_X&-F! zlJMzn@5cZ>jRqx7a|xLYL~fmzxqN!UoRKkeM!cQq@^GwM+SYYp%Vs^B1oEEd_GX%U z{N`nEXHU2_3Xr;UL(a*AX$Ng4syAzRnM5A1Jy?p1K|Y}&ew;O(1} zcWtUTf2#P`gJlPILe?%JyndoW!I)p(l^)uXyl^6H&FrN4V}mDy0w#firnv`BcMq5f zD*o+P%#FW_e?QWA?M&;v`jwPf6h|zr|=K%*IYQ>c>ZAR(QOs$78Lw4J#WFd#M$myOC}X>Sb$i&q<-7# z_%Q(F(&^0C_i!(tK=y6V+p!V3Zwq+q+UTV-W0p<#p6L2&0w`kTob2uEKF=AOyMG7l zz;4LC)sTZbleTR1n>+s16t{0nCx2Nq{?q(%0Sm^znm+33#1U_%x_C`@zdOk-XxZGi zbEkOC9+$g!b=B;WUQ`obCSTmb%KTmmKl!)Ck2&UedR=Jst8 z@TEJ*cQWYKIMCG*F3%>rhRq-AF&^MK5g0IkRsxvuc3pu8!7(rxq9@o$B3p0cF3s+=#1?9U4D2RYbR zmi1ni{#+P&O%!{J|NSosJV4WeUIV;4kxx5^g4x9z@v9Ca2Q%+3AwHakA~yXu(nD_ zdsQB>8rFeT#_zgD4s|MurI}9P0q(%IiL4r`R+^g*$w`DtiA9v1sz2!4IvZ;wIe=I zN&>$uf=Uag*2qvO`-c{O@|y-Ct+5uwEm{``tZqKX%S;=d%A$Fk=4T1vWxny;il zwe(^=r^>*uG4N{40<5AnKu~(k$}Q1RbG5`oEiK>7uaY!Gv?pG`C!XNfd^YefI$oWY zg;g;sRh{KZTCs{zZjdw^L@jzjgI-Xt7t}k`6ovKj&I&25OiC@4(aP0q3=i|I{@dm% z|2f4UW);4j0rQ%}!bWsk1ZIQ4s-mbm^Q44m6(wFpic*oH)RY88M+g^lUsCf}Sm&)} zmm6h7gQ&$QZZ(K-CULV9b%~ozGMtGGP?asqp(&lYSs!{)chv3ut_bb zQ?aoM23pCgQn4!(^g=lWCh5o$;!*{;1O*|y>dV@gtFHCQdlfXOQGzo{+cg}Fie0JU zp$)mhCO;#A%y=N+dNT$A7;#Do+_!|o1Ee+*Mg}-JL zJeRg-tJrl?Qkl3hp&{;2#3k2|bHKcp&`}1dpN%#OwyhyBETgil&~$A zTbIN@hmlG@)6k);rX+rQuDAm!#KR;+gp>qh)TUP_zWn^#+-E!7-u*fu_`>Xu$H(7X z2iQIxaB#(plUrAw+_`b)mFK08JY^de@2t z*LJPiy?FZC8RNfRnV9foV$9nUJdx^Hoxz zS}sz_#ZL81Db=fF2G!q{XTz;$e|u-fet@cQ6Qb#LCZo=1&>IbZt7kT=rwGAR@qiA?PvP+Hpv|MK^!|7_av1T?xf9RkZm7B=BJ zRBD~wZg+lKVl*2KMuT3jQEQ|^5wEk8)q!I**RrZhIAu93L=qDo%Y?^q3sSkxg0loR zB7p^sW9G*)^JAEKQH;Froe*bKBNHCOf=00*5zO3hMs^q@E0~@c$jlDqLPA72{`|zJ z;_nxQ{u_8+a~iLVk6a5VJO!dZ2XS7xbNt4L;^v9tmPnFTD4{zIuywVUfF&CN6&rz_ zM?u{4K*65?(RG02Hc)mKAio1p-3O}g166lGlFI<$?*P`Xz_vXA@^KL91dwnTgxd#d z*anh5cD4Bd%mGvTi_i3x|20r}zAtD0K=!`D{3HG8JNskT_lC~w_6K(Pf;4wP`eze= zWUT*@wYooLZf}^I>8T6%kc;W#>>rh<2eD5F+rJI9e(kUI7%ICwgxWuZSU&(=*`Gei z_6nf83KX3MSd(`Ds697SxMv8ye=ukFVDi%5n7RFhzx5TK96}x&LLB{pJUN6oK9sX} zC~e(9{LH>!_pY~~p2Sr@>TV4+zaDCQJ%D*WSn=dX*{wnNsllx61BpuqB1U!xy7wh5 z9L!xc2wpRow7frZdQael?vRQ0Z&U5TD{UcbZGp37Hvy^#Al*|}{S6n}UoNThL2273 zD|}Y#eCI13xrxpKMJHSYCjqK!0K+SQ;W^Oo*hT*Uq`d{OhE46S|JarLmpNpO_3K>I z8yC|HKwrej!LKg*b0E=rkaP>ca23$?0nnelu^+L|6uwgNYP9$XNbS3Xa%B|#)^zBm zQOMZ<$yt!#nv2?Fgu#EYIbyRtc8??R*Y1q--C4hPXB~HBAMeULY0o=s&)L?6*dz{E z)^c+d{>@gB|7k|-GXX4IQUjB=qGj#1GJJ!K&@3b3ocN49jL)3XS%-|~^v>iol5_uo z&;FU#C}+}#_vblH!RnN;=rT6rpX}^^3DJIXH0SMHwnD&DIsv*!Ba`V=D!o=~7!Gb6 zR?o}^y+JOOOT-czpdb6(Dq^mSL!C9fn;54>|a|<&~h7_Yd*t^?M(YhVP ze{Pqfqs!jrur=8%Sc|#XYA&>xip|b)u@bWZX3=Mw_3;LEkU;r?14`1VN^xx<=+kR0KMEtFM47SzA(uGO{!S4I^HPzq7%I_$N~(CP>uAF zO7xdb`cAJ1GioyodWgZ0Wz;5`H1QTgw#9@pJ8>bzsEaphqD|T;qbAa*`R)va)I^zd z(MDaYS(|LugUyC~CogmUoP{=1q19MyF(8Ih98oqi#%`&zIv-2;mudZAZ6(y8uh zm6!CYKeWng8pTbm;+{_VK&QB@mK{(^b}6Lm}t4ZsynYwM3-foA(ptlQoKYskMDpiu0Z0Wrq{keAz&*+}OH2cd? z$E!%~@z?78Pk0CJP`97Qt@@R``V@83dCKNXojb4ac3t8hzGi5H1|2-~5yM$Dg>9r{P=IB&?kgxpHjm@=1AXmw?wS zD?WN4Yu~n%P0OI$SK|W$dL0gj)!y6RBTa=X5BzC3bWOhcH{Q|{=$U)l@4jb6XOX`o z(msUM9J`EJx3_Kck(RkzaTDg(0!G&W#@7JGmbp$YpR^P)W3kt$5x=>){4v7i3;^(b z?84^lmkUqah&z8f==8PZCvPCWU&~|DiXs#1)1kE)c~$Z01;J5}_W||Ukfsz^^}7)C z+56;!mo?|^+OBx?-0&Ur{yy+Fa=VVT@iBn&;92K``+^T|xv!oPFPx|RaglK8IPc9}Vem)F zXD{MsZy_XIOKh=fbjGgkpP`N%28qw@?A7af4Z0q^wzs>x+idPK80}iE&1$haY?gn^ zX#bx7W5!~$J5v&xdGa=foWQ11$PSBD%;PuL)>Rauq5}frLxQ3_pT0P>E$FY`%3}gZ zh56j3CP90foXfCkR3^FDEEkz&0-Ka?k?^b%o<-1U;Sfz6f`v=8i&=K3HP&etQf62cK(mP$b|KxtBiQIQwl<`t5o&5L>Ee?eLb_c*=@wEP6pXbc&q2m?i#mH`JcpR! zEISiXdqtF94z8=Cz+RKoRh`~VsqUAud&R5)DR)36>6Z)p_>=)Q?gzPSpaVRF%NWGx z_0v%UHGxCl*A0GOJrKKd0DOM1;%k3hVn4BPpaaq01{-2E4v1+({Psag`2Zd1KZbuzODFjyP;jy4zh4*w=#S!Ikv1mUT5EyBnZA9hLp; zjvgYqpIXyL#`abX#Kdw zDP3yNuA9P-q=wXCM8;jEor5UDbn65lWSDK|M$y63)=o%_?xO!y^M$wFx zH&BP*u;zIOWc z-Scnmp8e<68NaWY@^IhWcc+&;J}~q7kvT69&wPDwdgvc3sy>~hWjx>@Jw+vfqOxEq zIz&f)7+Y3kN2XZu)vilQM+R+ps4<;ok= zWwlBA4ri&E29F#*!nDLfRXbdbhwI4221==-8LVrED4R3nb+PPVEC+fXnt<}$-57e2m~fAo=PfJ^8b)}Lit1SR5!seH1zEGk+2Cy#VGdM80F@J!eB+@S$E@XJDg` zsK8fT=*!K2#m#>yD)r|T_{pmxgr$MP!jB@9pQyxNfcPLR_T!`8^I`7<1-_!9Pr`x^ z-2B)4yqChfSDeg;e3&N}@lICuMO65a2lo*bycamD*}^21p<*Y(ix5|aiAn>-SnO2IYZr?rEJbo zH-nw=jJP}<9;R!9C~KWEnzk)RPb$z75IVe5G}E+Z>)Nsn_LKR^h~I)N-eZMlCTA;YI??`CDrNo5%%rPOXVvWo2Rw^a>-b z%sfoltc)rv3u|H3n3*+pPMw`qV_{d@_)T_a5@U-qu#wv^++x=9lbt!U83j0p7;h7{ zI%PCLv$Ney)aDT3hVN?a65{?g)SS1s+JvokAL^2rcg^D! z8T$a~`$1WUT){`&(+;_&9dZMo7?FKyH1xuhvRezw?=7f!xTyZk2Hg9-q`(uT;M0`Q zGt{ti+?2b*?B}AK=i>aAGNiWz>LG)^6sF%}$6ev4-jPB*kG8?NL^#0wjQa$=4&vyT6B&Mlcldr z*A*sc3S*S0@ACXGNp6?~8m%l&(NyJVu~1EIp{}7=SA$SjLSzN0vaE1 zEr(~-@0r_lcm@9WPQ;=qWy{8tEE$zP8IU&F1v1$^ee&q6X(Nl4k8k>IXWGhH-=?~} z909xya``eIGc+~>ri33k3xICKxx;oP3+Gv+6BLP=O zfS!#X`FYNS*E7b0_ijzyw* zqgB73EZ(yvXYC@2=M!O41kLMF(V>kIvqnVEA00BwHFz56+f)-;hcBE^xO8&LywS*w^Yd2CDA~Tce)szPx#MB; z$1wynAEGu|xU0H%Bd@SQs@Z1vnvi)Y;$4|*^T7`}SW=jF3vHm`iUV0!5K z#o*nma(6F}UOhc%@q|w^N5w9m(Q@e=eErfucR<8M*AJsX0TY42Q-OI)M}$lUz8nFJ zoag>zqRXEnKpsMcK*luaM_uN%b~Q1@2m9+vg#5zO=B6EY0XGFJG1HO`j)2~Gq!^g z*8*bJ0rD?Tz$YD%HUy}N5i)$Rnv$cU!qjw>no*)}O=}z$eZT)x6bGktz~IOUc*J;W|d4kyByh zVKvlrReOj68z?S%VW2@w;x?0vsN>Yg@M(0!b6Wl#6(P;QtJ1JADps}1sh(9R>7^=G zxlveW6gKJwb$UUaVHlsuXeAPIv6NaSCZpuE5-94pnjEL0#>iX!#C0BmT2DdETT#PTgRo97!5f^SS*uBm`&oHr z7B_0?S(2KEtlW+KqRS>}gGt(|7gTF`Xbm5$;Z4XCYc{JkgM~?A zR7J7TVT_V5%;Er6`8Q5gP-nqg3j7Tj?ny>?Q48LYVNaPQUg9>07>^P)X3`6v7Wgeo zdomg6I}7=KZo#LeB=}ukT_^(^%&ZP$p+i}f!JXwn!}i$+a-k2U(1(QZBq85WP_LGa)8r!Ag1{>iTs;vSBRxHUHJ z!Ss|D3*#TpO?|Vaq2McnSR-Ij#5|^4$XAGkKiQf3Cp%NgbgE%|rvAI^%-MJLKe03O zf3P#{Fgw%zv+~SlHQOBy>u_-E&vnK&>hubQLMRlm*jyrs*49qqas_M-kHO^N38a7R zd(?k6OtyeXqSe(kqpO>mTic~lh1F_x*d6~&nAB;sN~u)HWO7JEc55TMu9AaBvWqiW zs5DkV3JaCWMy0Wk$t*-73!cD)#xn9^nb6qI;es?%Nh4WPIJlwJS{e*Qf$axCjXPYZ=Rw^OV+_6^``599`RfM?jtn7B4CL${$k^4NwQnGKOMmp5 z{?Pf|Uq;w`0Q!e6y*c{^i+}6O+|-@CxI1Ko%^P665A4s}FjR4Mu-1F1J!+`IZ>a3n z5c2p?{`#Sud4u3-gXv?t{Q#Of4{5j9MJFx zsJja^-3A!0gDk%D)bAIFpN?W*0B}wKgl9nF3ogR5E~={_^(|M$6&LYw*Va`4x%aFe z&DXo(7j02n?BR>e0aI-Lqb)DpjW>YW3jpm!kp0QXu8(7S0>*R)Pc*-F6I})uFPK@;GE&i>gjdth+U@@!5L9$KRNVFU2JZl6sV^4J*gj$_P!v_^ee%!pX>O zKh-lijUb~DehO&+u+PZ<;hp`>&YY`Yb^d4U?0>m(HcQTCE4Un$U|2nqN^}ajUZXPT zbpMguXfo-wTA4&9l{j116$*(^$Pr7#LZR@#=4Jcu`S<+qjNPcQne{f4(Pq->6)da8 zU@}R~Muycuuo^oo#&)xz(WI*~>&h+qa*LtFY(Sa~FtZ+FHsqM}874!j$(Ud=MmhV= zOi30K#A?d7nxIaL%2H;xR@iN2c6+(QQQzIw(bGlgakO_kT6!IAy{-F^5A!lw=Ft_SNH}z6a z4fm0z^R|M1QNg{XlYdf*t|+*BRNPZqsgF(-XVj(}HAx0lj8PqH(PfymDMm%8NfmC? zMCjFldes-bD$uA7HL5}l>JXzQ!laEgX;aO^(wRvQ9oE+J%*Gsx0ctennvHojQ-RG~ zZZlU8m!OqdOenjh!fwUbES1hgM>EoHf!oapnj>bcz=JVv18&upA zdYccUBTB@q{qf_6N=(!#*a{(~+hP9ie#-yfG|m=6lip^QnXO6zwN=XORI!?~|B_$4 zCd?~7a2a>{KKbAk<}at^J8x+A+|{hV${n|>Y0To{EpyVhjY(hcTDfgr{gw@F`wq~~ zUF6)n&%XJDe&)}ph12ei2RxVr@|pt3S~az3^P24St023#rtVmc`fXpTirrYRs7Ba@h z#yccjyO?2THCtMc*1Bvvqp3&E?Uu5-<=iegw_C#KqF37+v+OujkBr?TVRs2=y+TT_ zfYQTl?Eu`(?s@DStr19AviiW5b7veFmE%2J64|lOaP5 zp@Zos2jlh)V!jPFrwlcx4>1}Bsn`K}?O{z<40JpJ*&YD8LwENe{RbMd1{%P9mGRwmx&5@-J~pn8+0xfh(L=24Ayf|F z;625k`cNPGihaAYZgoW*w0li<_>AlNvcmCssrBV(%R`X);V9#SiMp!*^W(AVhZ8mT zC!0R+wPbqRN|GE+CARuv69#Ij%C$5Un{k!Kh7vHEngu`U-hX zk)pnoTMl6tWs)-^O1*FA-aUo#_^a&wJnrPm36BoW{d9hX|M?ZKk1u${3e!so& z*-GT2Io>-*-dN+Fa(jOH$6woHZ_zRz^NRf?)scd-AZ1OQ6dmD|;2Ki3Z4gxpSd9Z~ zS~4V65wfaqReh4GIYUw%B`W_WMMnzD0-beZC0_-_0Rp(UsKA?>@4?P_&dh!yM0yKR ze&UiZlA_PfqBp2FGy91EqE{FxrA8vkKq)a$N)41^Bcsy7t}(N*rp^jeXO)FjW1?3XDP?97%GiN0wC6k9 z&1e-Sa;dcwZKjr6>175Y%BiZ+%AM?tjkU6|HcpL&i5+&(YHYj)=W^<8BAi`}vvccg z+=ec`6QbGqEp}0dgWu96a7H!SICV~f#&34sC2q3`T5Q}#2e-iq;Dk750~){C&aOAp z%WRBF3ms*sixY=m!rfhzchn{005Ew!DD$vu`jHWd`#|8MBePD9gr1*R^w*rq`^zdG ztVBOv)9k$i_kLf;=R@S6Q`E3Cw6L?Bgj>SwXX2da()^dw{8uulhYbE&n)gfsd7(so zR2F@fK|N(KPj%r(CBj<_d7(yr5M?~###|OA{3S}dBTl#@48J0dc%;q_S7d}}pa~jO zmbNTgS)OO;Xz11`EMkGalOn~GNJ{g?r4V^Vz6=eQW0A7Te0eoWS`L$x&# z^>8&hM_HMp!RF{{@^rQNT5PVmJXL{+l;wrW3lnr$sG+6Y)P^y(R_Yr|bXbI@BvXxu zQKSX&zk0GBUm%=ZQ?u3`y&M3a1IU{A{*?z(|4f`AW4y1X6l7BXe5&v?+M@j%aUE?0nn*!63&cWm&P z0Qfd{?A>whXIw$Qxw@Qmbv+IOzMVG(`s>b&gM0Fi986gMOYG8Fkj*Pm2lsZoc-H*j zKI+)P;se{ukM6FxZ~}e#eCdhfh@G1%&i=}e2;#>Cbv(Zb-@iU$@r0bsOY$}>j-NLs zYSu`|h80l@Cw!d=EIhIud2Da(<>SqNox)u?*?8`7!>>DPkL^@tWJ;1!o6j7@U%%LX z_ip;iX}G^GqEDYJKCq|#@uSvPuiKv8uQ+)uVbOx(gFDH$&sXjIrEL4sg3a?2=a0)> zJ*8ypf|Pk<%Qi2^?cEHWKc?Z-Zp7iu`TMsguV0qBe#!Ucb7Gdw^Pb}NZZhcYjFE90 zm&9#Y60u@-?50(Dd$zoo>W;qtd-$4#5sM~zO>_G^dvw^6sn4g5OxU|EaQ*5>x38GxMWAow&8avA_N6A(Qf_-+Ky%N_J?1Sn!0D10n1 zd^9j@EGT&*06G-}nFx#>4GJCs%9sEwoC?gI0wDapx$Wed_WiTcX9CK$&KJJDq=Lul zDzfCcUloY&N<^p(8lWtV*A$2IV{Qs!Zb%{T1eso)vA4O%FnSe&+Si<8AofW9A;;Q z1guj!>%iobY7oR~II$YuR+)t>OKUAkYeFSrAzyR8{E_Z+B+K`B=7%GRueT?@*_z_L zGtql@b?%!6xL;kqPjlhdTDV_L*0Y4?n_{1@N%G#7;=MD|_i)zdQ@H`>bG}|`gnpo* zL+NE7tHY1f$Diiaf2Y?ZP|eAT_shpN93AxZD zu9Mfs2JW91e`s{Z?lHl00a1&9Q42xe=C~y82V`Fdz+a55{<45ud`s7vt7RZ`>@qzM zt>14`DsrBZ09N4Qgf(BpHNK*%7vi#q^rYQv@J3Sd zDzmW0DsEG?gB9%wS~6HmgXkD=BfHqd$hYy)oUA*%yjw;-+N@&egdJKzvrgEg=VADm zugqc}9T}qMRB70?8dj~6iB-_c;*Nt_tXG#P1Q&8_k6oiU{)^advI#fxFku-S;tDlMMy!cp8 zF6OPUIZ`ibGRis(;#MazleL@WZ3cdYoERr={Hno!*N_qn^lZD9Y}e8BT#TNL(s2s4 ztRgL=Kuyb6P%`C&Bn3HLMo5+7?N)E4!isjtK=EG^ckb*iJ&pWAgocd zE0oLnwRfE4WQB zxJO0aCP1$+(4Ux%iR_kiJ^{vWL-1Olyk-c$HBZo%$8P~M%D*zpzp#pZiIC?+=qobJ ziwb>4f!yI&hiN*oLR=QB{9{Yf$zs3tdEU#?pU=s9wE*g~tTcEpt@stE`V$uu#KwfM z(7`Np5DOF7S?SwZ{;sq1HLd6o3HBHI`!VpVP45p+^IYc=v&SWEw`<0B0Q~kca`p>R zYq+pAS=62(z@_n9(%3c8jGFIK5=2PI<##}MZ8)YFxEL$^uLM0?v%4%le(QHzkTtMVeo8_F2yr9RAw!6MPI%5A~ z_sJt%7fc$pZ^hJKrjI+ldSdjw@e%h%M&22p_+)nMgBhu>)?>3gJ8|WFCQ-@aJT{*y^~5~iew^sXD5wL?;!qHu``ZR_W8{BlgCzt)j0EEDzT#MTz6sC!zI&fT1^eY2-Ul%42}?7)E~L*tidxI}1|15<+x_kPkv=#~{p85bjwh=QMpwfFJpf}Uv_EZXf6B`K#ASUkEBa&C z^hGW2|Gl(7bY74DbkM`z5VFWxar_dweEzSt#}KnMLxK>NV1H+#om*;Q-BgTdN& zgH=xlvrpJU6yqijMBDdAK>B{cdi(%O)P}(}kAeCdgXQN2i;i0hjtnMl=nb0JSLQZ| z`aD>9ZxC@|Fz@7G?(xCwgM+CDtZ};rB9@uG?D~Jt8f>_0?Fbpfg$=g)Tbn;y8{S)s zuA2j9Tiybe*HF_Fi18j&dl3q{LVNt6z5dXiPf*hbi0(B^?+FFn0Pz_+%6dE2R+!)r zRB;mqK8Gl8LcsgOcrK8xYk=_mBDv2hjn5im;1+Z22}|VO?i0gn=0mFI0PrzDG8BfG z4XA@A_vLLghR*?m##zD_83SesPXUJ4qkDhMv&L?+ra4n-oRXr1W{y{$v5j`5F@S3IaU#a=FK_9-?m~_q*d&nHO-<-71 zoVMSTvO}M=-kh_A@n(9#ZlL_MW2MU!}NcGk1FBoJs#=Y*3{)d@szOjzs8i?Z zG+8=zDyUA>sG`-X2(9`zIF#9_*T(9!sd_M72j&`dWky4-$xv@H)S8V*ld;KcMqAA7 zJtj<#skPUH9b#vsJ_}`tol$!&T|H(}kD1(Sp<2w;9y7&aCYp_HCPTByfHc^;#tL=X zBE7a$r_I-@lC+8lts+=0|E7|Dk%`?TqI(j-J*n`8T=-rg^im4mO872f-fjVXqlmss zNIk%(9ul(83A>hy$g?HPEuyZC0^C}0=S5-XMIrs7lzUIW*~2Bz)8r5+Ib%b6W3Mzv@(J5lSXPNO%C>4&d4VTswem18{9ne5)f4?bHC0KyAO# zGOMF`39flHu4xUnVJo)bAinuL0e!2p)s2k#M8zcvSzT%w8&vY;!fu`FZ};|pX@IHMf z3DUxy1v6KC9x>f>+SLx*!i;r|iEgJpM{@!kxeI7H8@q z^vDGzyC=tPwM*OzR3Dqzc4iZ1|4#DBbL?A>S+}0@uRl&(w&3z`;K6u1&uP$K3x~ru zEJ#_mD01bTuvN2uZ(N8ty{-8Ac~LvY`sbg#6oh2Ei)`mr+RAgR{r3&WJ#%`*v`eEV-*TFDf82~0PP6Zgnd&xu@%yD4yjO33w`%L#RolWZ z-bjD`F8`Hx!kMdu$6b4a()*wPvbskNzKtAo3$c0x^?&>|5Rx(wp5B|7(_2#67nW+e z>21E{H4u{4pNi1OW%ssV42U{oWVYTnT<;TR`0!i(E>QOPwe+DI!Fexv*Jkq8Rm6=; zndf$MuI;0qSlfAEIcED(%>M0^$JeND9x>m$6J9@K!PEZy=jg?fK7*m(Yz7&0br(g7 zMwyKUqd{-d=?ogJMWz1lzRLcd|4T!T0~itf5?Y> zcb^~L>v`s2{`b#JY%8Bk7LiFpGG57~$S4FgjSRA>Ixfw~qZ|1Q1COesx9h1WBeUJa z!kXwPV|SyGfibf1W&zzSVwf21MoOK5Tw~!#1~IgonQ`fE$y`-#0TpuJClo=1S?KFs6_=xzc=_Xz_PK~_prZ&OxpeR^+0 zW*@GykBsai)%D}6deM3PE$O|rQGEqoeQ7r=5&QcR4x7I$);%9?d_U3P;be4&8JI5J=3xH2%>Am-;{ZAY70`xVhrj9x@5oN&C>KaS*O$Z~l-iU9|wUmNQ zCEA93b$za?4z59!E3u7oWU;C~Us(rNwN}e9HIk}yK~XF=>`l@0OR2ZdWIw-={OGdZ zshxM$ExfvX#)(Cf_RO8IdfKS@_b}aJ8s1{PT4nZ zd6203C#U3_xGr4Uk}N?b3z5IYjgkDS5Po@pq#;t?nj&qE6V(0`*G2Fu0(oTt?BcJS z5`RHuFel%Ok>%E%_LQ3Wik9WZ&iCXNf8v+;u?s(P3cVQ_?u^XW+|sY?qK|C&J5K%w zPTo6OmKzK1#mxV}%znlEM|h(T3;vFs=f%wNU}U?ob3JJ3k6F2|xQMUfs_*Q4Z((^5 zGtY-r_=#WgjZ^5$Fa5@^@E24DNa}w{>VArcB9&@} zwbnqb({)$rsdai9Qb%vF8E4EE+i#{LjjR?EXQ=y(*=*#s4_Rg?1G~knkYM|HasWk>lxv{HMM}jL0K4LD+EZ7F5?1d)ng+}iJ zB6mWg_dug|14)M*(oT%XI6b=9b!Pe9g>_HYG`ejBISb|s-&$+h%6P?BV>&TSxcF;sa#l7z^lv_ z)xgEbB3V5ezIff(kVYiLB81ozeYlTj09c{gM1zV^BE1fUEoiet}HpZH+k!tUyG(DET4n9c{6dts;aYBiVq%1U%%?-oM}-DrxqUEPH=zRdh1H& zh836xHyI&8yx4H`BbTiGTdG_yw%omuzimzGvdKw{CPmGi@O9GgkhvoZ4{XZXwZ7rf z5#(9ty2Bgm4sNR2y^eVAk}M^S^4^Q|=q~2^rP6)7YmXnOzjO|D)g^ZE!hGjFb+>Od z+;zp=aIH9gBxU^{jTiQzub(77x?Xi+SH^}pIh*EG?Od8RZ&>4wRrnKov*(S@TRS^_ z^P-I1>r!`b%5~nExqb8R6^ovav-21Y^_c9Cxp!;a=Jk=w7v&$?S9;=z$2j|t`IAHD zkNZA*#QO<$UeiV-?p*(NhEwS3MUk6Vd(Ro`F%j^ZGVJ@J$?vDzdrhyZTD_8?41+j^(5Gf zaj<(Mp$|qwyr$Sc8w>a^oAhe-*qh^Ek0;tc9uK=e*6xx$@MGn)x|7>tmrjhEJ342& zJ$w=bJ{c&Q3Q3v-`8pEt8V>PvfQFBOhL48)aDe<80gW36%@_|&8v}_P0r9tkggHQS z#zB)u0WF6&a$mYM?U@xn6&gDQz~0!SNdFRY#65b}XG(Q$TV2hcltOx4I=LntSB+@MP53YTpduFwb)c=uOskgbb)dmu zuvjepL(|*aYs+f01#@V1YK=l78c@_pB>W3O!+_x{x8kj}~oDl&=Ml*&YB@d-sDdWoJ}Ep1LI^Sbhi5@O7~06LyK$pb=+*j7L*MO(7~qsfJOd=2U}R8#2>yYgP1OX=l2e zff&k5Y*DcqRg5|{y-H0lS9Bp{gbaCG1QYR?k#)W^b~`iwO0Nvlqv%$Viv^7#{D!YW zbg-oDrwr}Kt9+p(q|!6*D;k18ew$WE)bdGc4pzZxQt?{V%zA!vBnSCjK`D^a>J&7j zlv*pHluJlOLVUK2QY7unlC&i$iTQ15Z(B27@JLy#_8b8&pHdmY!=|+6xOp9M%JH01 z_G1mX@{6DYPH%{nF&pGOtb*IB;$u{tMo~uuuhE^4`owGU=b<9RxMUeFS<;!S5wwD$ zc2L-^X4i?ynS!?h_NXV$%#Bp)OVoEI+UqVM`Gtrq0bPA(BoKY2w&wbmL`T(Ex1e@&Ik$91iaZT8k zCFp=tOMOY%_o@Q6RQPR3d%ZaR>8upD`I&E)z`fU2{yc(7zlP6yO3Zg7=D%pqyi*f# z3gPdZ@4Ghq?(82|ro7xU=EywQuBpJbQGm}XXv%&_!VVx|1ElKFa>Se6UBzznMqg%g z7#kDEYWYoXj3CzpF}abfqDRwcTTnu?edEQdi6aOff)OU&m; z1zef%ugbH3#x@RBp4pNc|H;n&M|>vNDsAix90F%r%@8=#sC61O2x^Q5z0qI*hhiK5 zQqOFaXEGU&$73*9lrCyJ7T1n#BM|Wf0=@%>`!9Th`p+M&Tbl+${Y4QjR#i3~kwQZx(Tfvl#Ywc%6na@2tt5q3 zoJcE5pccl_3SwyRC~8h5H9MS|6V{a#)|C<3nG#G&_(qEUM2vXd72!epb_M%j2E}z4 zk5atmmWfzRJ#jbrdv}O^cW(|Pc0yJ#_nl=Fq zDGs z{R1((`hP4lzp)>Po;8TPG1wkpZ4Vwq`wcewSdm_X_3j3rd0H1he*>y>g@9K9@B~c0 z6Q(!{6`!+HJ%s6>1KNjx&K;258%A0Ikmdu7bpU_=FwNazIxm>&7DRak5ZrgrCSUGp z^zN&D+*5Sjka*abc%(mhkJf)4`_U}P%LSCP^21l5tAqzma+g5POW!r|dT)?i$LU z^q1b1ewfa=Z71`XAorf5`M$@L>S9Q~WQ;jzN<3stK4?tdr%&3fPg*;Wv%c;6h^!4j z@gcjiQzI%}rZ&CUOo@EKD*DYu!bRvx5w=m-(fm(#h7l6mM5Mo3&)P-g4lx-gCjXV( zNDz^2-kG?YEcz!h6H_UF9f)X@|3NMr!e{?lF@q+e(*!iCkWLdZ=t2ffNT-Tf3@L{t z<8owtzFZ_!$)qZ!T&+_6OFaYCTCq^X+p1Ml@?)hb)G%0{iKUaP9ss>-zLVx2kJ8)ys^nFlMo6 zqZr))y&Ir+0dxvLr9g%P8zEht5DFe3;{n?v4nk}PI@$ny8-T|^ahQ>~R;Lcs?Dob* z*v94Ujmz4RYub>z+Z&E{G+n~CJRqSxD40Md5n<7R8aYQLW$86ijY9I@ec}HfJr=D- zr&a28N`pqD!V^@*2t{rdaqmkNm-pwNe`+N{NlvNcWq|H=VBgO~)4k8SbB~Sp-dk>X zY4<;*&pU*ius+OT#%*Bq+ePccj$i(L^=|Zy$4PhHza6~bxnb9}NwZ%%EoeS+m*L_i zy7Ps7_z`K!jwYuW6(`3RU7uKZb$t2t$*m7oVlQnZojAg{a)))}3CHy@>CpMFOQt@W z1o52E%{l3To6^hgC3n7% z@3>{GUqyKSM4XbXEUQxI-*9Xy#cYN%WoA^w+V(VpaIi5pkrHr zkyU_07!-CD3fl=lcG)>RS+MNuid}&#_ay8%|ND;}aWht=Oyl5@+<<~!B%KP5L4|+xqz6`cL^|wCtA9xlx@b*Vv zQ1n0!qCXYh7Z%s+7tt4)*_)89{TizO6=z8*(1oPS@A)b&zg1lNVDgMKg`}DzvNg{? z3637;A6qXxvsQR|z2NY2j`L#S$xU?Uw>Tyncyt{9yamrI^#Z2ydPQ999*fChHkoxgqgD$l6*`ka39A0PueiVG|E^(oGGtQgDI?lwvSy=cU4$i`AH51Eh(iu9pm)>Eax0||AJ#4&%+1}IL+=nl>H02m- z5=||cJ=9jKjNQ-e>LX(;WK2JkFxZl9h2I&3pBt?5w#M%n44i7sxod3*vo?ecwj^5{ zlLlIIt>kJe6FW#lTZxE4Y?iep=Fh^{{ZYI7yhikUKrN4fo(E9N4Z!RQm|Ow#hd(S4 z=X;ZH57b2UwU_i@3I|Aa1H|fnTxEYdVgMQ6U;3@TDzrE6eP80W{?J|KkMnvyO*4B< z(ccBkFCpgl6O7M?8y`Z{t}xA2nEC=laR$&nU7>umNb|v2m+Wh*%P=6b4Xx!CCehrD zHR6y)Or^1-+JLJybkrL$WxD1fZFMSG8Lusm(^e(xn~T7zICb$)Eh1b~k*G$(6;-K< z!k_ZoAVFqeo$sTxJEt@5pU-}HA@R<6ztg)t_pW%cZQhktQ=At%ZJarJ*@O|xCy&@R zXXLI0WA`l{b9%-2TU%y4JFw9G$bwH7|L{G(-23FBPbcR8y1u&c`&C&@ps+TOSN4Tn z;>#}k!mIGNm7vvz@~gj#>m&Hpp+aP&yft0cnlZHLqUL0qS%%4xx83A6Xi0sfxc;}OHk4l(B&rLOHbu!$i3&_Ar__&I z@>N(H!K(}qln1d9UwLK0%)&49Opnfl2h{YZ^ei`e)+gU!r}z^a@tFyKPfK;< zdZVCnJ*cc?wq{$+imHM|wZEi|G5ktDeubYD86m6< z6V?9~)r3pyA|%Ktab1|C@wd1!THcx_Z%L6MW5qR*ik1`^Dp}H)pc)EeRAAvMe7*_` zmt!*2Z5awox)PhK!sRPF3RJj!MSG44SEMDCt10CwlC7sqg)dUsy3DH7M1+=r(2&Y( z;EY@jQYy6M3b4CIL#fnuRU7CHU{?*;RjZ@csXMY&*c_XThA+@}Re{}AI&!%NU#KAz zsqsaB#XN%K3M0MVW}H!L!LDjOwN_87(^KmVbfliqsH4`}(ihoiTe}&z)nE&6M4LDm z6B}h3%40NfF$Ol;$Qg=fwEeWj#BMe)8;y(xBdf*2#Te;GLwA*tQlcm3>N>J?Re`8G zOVVvMXV9d5&^TvEoU?txzF|p+hNm2L$T~A7|MHa5o3ktK&Z~X0yxC(T+H(u`^L|R` zMS7GgE!vfna-Wy>gq3)olX#Dv{79JPCdhK*r9R=>j$iUp9tqN43Ul6w^WTf%@5S(U zvO+Imw!0|psUYH(ApE5?`KvNFMplrZsLs@rnss=jtU6DPuGJFTRrppZs#a86&aKSl zm1PS`Gr1*M+|sO}gvKHkIgmxuUv!Sxc!DT_#7DD^O+fW`we(MA1|vtAoqybL90oipBzIZKkp=({`IzrpZf^ z6s1Y(nshA^4mK5mO~uOkY{S=I=D@#R$mbk+54M9WFV* zTpaDr4TpwpSXg-a_>V<%-j28Pm@q7C>8#A1YcjX52%qPauxfVk`3v9Ht@4;M+N)Ve z8}jz7YrcHA>dO%2P+Z z9Dyf}z{@r;LXrkAb9)g(QxJ zM308VjD%#2vC9|(RBoKn{p2j_(A=2Gu)vW3>hNN^&rNZXpCl_-lpQF{3lZf93-Uu` zWxx4po{Z4zyaabnoI5M>Nq6i^a#2)k1)?o0s=F?OSd)n^%xKC>{xAHjBA3|MnM}kh zOZurFDmLor>G_MD_4M=@3Px*>2@m)B8~ zjV_68Es1GG#G(pfnsUR_{O^9fxjOv$hGg$O37*dJ?{-AL-uV6DA1OWu(78UXd7se* zpIY)iH5d3I!msU^4lEu6bzbOj=iqqn8}p*yY)bjCKgsJr`j^AmL8sC`A53|_8yWY6 zToFvJ`rcLhtE)bOR2@pKjiNRu@koVodbyfb!bHY3N59H^c)(}Fl>3u_t4=`O&%4C% z2i{YFsD&{9NkH%nAb6%-$P!q{c4)vsAo2ceLiS53G1I`U)^lsr%o1g1stg-0!i4Y| z-t!u~70g04r%`Kb1Z&suFlr7;%SCCp&1w!(&8ks!W=k-U+?p>ElpolYXOVP(T$G|C zi;wi@RKJ%r`f)2)~c1-(JqT`i@Qi-~XvAxBP%D0;Uo?b_E$wVE*~AvZT9Ch`tln6jp8<=nrc*13{o=4L))Y?Mzxw*rJ|QAX~jd{S-O-M zFTqEM+d?JSa6a0PUGsvFafSlFLM?knK|Jm*drmETML|3vBc6!b!&ICK3AIq%1=k6x zacLK8e(V$x5(MNT4nBv~63uLh;e_2!VaT2-kAi3mLXVE=k_C-SG34G=$eAY#L z?rmD_S9<*qT3sl$A%>1lVd3)F9R-Zm3~Ey%qd9@r7(=cM!REMQ60Tw*52Is_P>S66 z?P=ZRzNF-@T9&3>yo4YGs zaM8b5s7O}RFIq!rcdb9YIf6&b;o>v7_zWf{uB$!-U+RrRyd#$S;LE;{YJ&;2VU(sA z7A})Z&S@$LJiUG8!qKqWtgrm;x~^74M{NeKIvH1&%q7*A$9%lIZG_vAF>j8I4{({` zve|L|_+cxjkJvJM?C$xazg!y|@yIUv@vxtFMz|fe_rJ9W5&fj2E{jG)v#BILizec- zBtz`%FL0(1{|9{bPxb8IduO06xlsYCl>cI9pjP=$cBVEMbT;#BsQ2)%$}^2dqfjUW zw#qY3Hv(^rk9i4V+$9_=IKLxa(fS?ZoEvqyFZtFb8g$g(YS*! z$pb+53eY};C|scW7tp?7z!CuM^#d$l0MjR+_vaLA(n4$Gi2h(mUjSg+K%oC8v_E=6 zf8-+L`{CLrj{Q{+ttAhwStqSIM+eh(Tca2Be|PBr2K0Z1TD&0^H(MA;Pt1xxYwirz zJR7X{7%YDC$;xBNzb z`SsqMGrC`E`ZA96!%z3b9qNmBHux_Dy(jjDkLphx+n?yv7dsq$3*{XLOkZa9ryT0f zIM$bOqCe+yfBsc#k&6{^bpUZ;p!A$J_>az`F#35w{cV;$>zpb7x~1%vx#YSwVjIf^ zCb$DgK1?^HyBM=>>!J@C;+*yI`%EcE%z0V*HmXJ{b-BeHpC|G;OW&JGc|L)3{AlL=xnK|~?_XR(d{ z-aGq`>X~hsbRnJo7dsnTs+dWauow~!OUC2Kg?xoXtd!gEnGGus4XDwo6iNY)FW~b< zB9Tlgl}M!ur9v$I`@hG3&wu~uKwHnINMT!0Z_w!!pqdG)@t~#^R5gQ2q*ht0Rn>s% z3atvEQy1vexjI!AsIpPBA@wXptBwOT@p?_xUr~*Eu*jeovK0O`aYsG3o0Jw#-IbY@-n@ zGwF&9V2&Qlv~|XTa03W8g1LHax>1{K(xw_UX(nx^Nt>qE#OO7lI+Z`D^3^EbXl?B5 ziAw%JCBLhb-&V+66w*^t@m`5&uT*qEEOeHN_KF1S`TY5O{sKOKHlH_Bz+cYiZ{hLR zaJh52)WzMnxeUr;7JWL4=ES5y=oElP2B;LEn`~QZH4dRxPEbp5=xhD~h^J6nfRqvy{*^}V2~s*(M|U->w& z_xX3@lP`uFZ`FHmDwiErtv(}Nc9ymLbis_xKWD8A-n{?Y7U%E#PX`~q=)QW(hc!C_ z_nj^O_@lx%H2kQ`<>3>*|FNa{)P3fCU;4RM>EmX98)g4?sU7_0zI$<= z`@3J9qTRT`d-zIl_m#>&0L+UG-ahryVj%ONWAfgK$41+48wNQz0(xo`?9O=mn9cK3 zb}q>}aR|NhvSjaV(B-Y{{uj=b=aJJE`a0NGtytJ~`<65=RuuSM==oKjU1Y3ovQioS zE!ct5hJOE8^Qqgq#e0O1CEdUjG{mtQ0DeP&TL5ste%N7qhmXtFh3`5TwZ^&L`8MsM zN7ttFT?_URr|xMOvm$%=%rJ*3A4X4h8$Z=+$;!}ON8>NwOMT?#w{v&m%FP3T$=08R z)^BNpUt2CWL7_vNYEhr9Q`-n$$A~v>AWR*VeGGgLgV4w6vgu|V@<3yXHT}k5 z)`h{0v({f52fnW!$hba$%Nl6Q9cWCjqO%7G6;?LJ%E1nH*9^9%TdTfW;SUB9jt%%P z?0G$`?-9`Z0BX4pG2aGEk4Kq4{LveDaG>V56<5()5kAnAK0v7K?`jyJAO~7f`)a}m z%L95MPWMI}?~gp$8*!p9XpQj|#P|p>-UD=30o_fQ=`l=q4WhjU)m{ZOE`ah1pt|X( z_1W52;HORW=xI#p?WnQfk>-vX6SlU8NwhGC=B_pqq25G78VPmA)>1Pn&)kw@sfsid z2bzlg4S63;MgF?vN4kU?#za?5=uu7N6)^9sEc%Wt;<7aUi8ALKE9F~j*t;V43&n01 za-X>ryIo1Ub>P?et?%|Md$Dba>)N@_^CqmB?6`Ky=$-S%9aubO*SwJjmX5x%e)7vb zGXgKI4shA<=E#B%#}~YEo*M4Dt}Xg5ul%F1>N5-B%`N{dtPK^`hx4nxi|fKg)uHm1 z1W8k(s4+o?P7^mLi<*+;?QnTVff83FZ_AapWh-$7YC?&;Jy(UzlQgHP+OrgG>EgyH zVNED2_dPEBT1&vO!e`5}?#@WO%v9#;rxm~X??h``n#aQU)C5UX^xXL#fd6|xQLIU+E78=FK&fDzdVpv@r_mT ztvlPZEA0h6>lHiKgPHxBUGSb$@`+RI&B%MlDfVS%zhP#-vJcKVJ z=PfhGgO&Z7mGg#``;L|Ofm`yKhw$YV*_1SPjt4XIB`435llP91?anU`;+Fbx5MOyE z0m7>9;+imCX#lSxfK&2`SN26%86vLxC9-*E!J?Y)Vr00W=BKbWj9>Lr(hws@C5s!P z#ErjYs3aveSBXv$)kMfqY09=t89L1t%-EhSX|@qGRY#r-ldBxE%oNxh6`@dtD^%eM zY&&F}X^03F!4}MDdmdk)p;Ut1HELq9jeL!`Kb&T@Tc8AvG75{uOY8%@)8mfJ)#TCJX1tLv`TkjwSm z^#(dp*If;ERU2#&t;WW}Y-x>XBM)QZwVBu$6ANu(qs%r;W_vUaaWtEK#z2}_jRt0u zfze>3*PB@_W^SvI-l(UP>xqS0Op>M{Oq%Cbb$f2~Rv>yiG-fv>b`LamHzeu6@YExY z87Ccb&W$U+HnYTacG=B24KG%s-flv@+tTsn5Hf0*yWHd-=1v?r+0!G`3Q{vDzc2-{^sLm6VXY)$ZxTP6_8aTfqhhJ47tSc7R z7D$l@b$f$`fKp{x6v#Y916!ix1V``U;L#}eFUOp*fx?SXWXz*}okOTBJ4EoKt~#Pe+J{ z9q@D9@Yo5CZvfx}4B`fbe3>{haH^yCjNu{kot{k`=`zCp`bg-V363d8_qTZYHa~g% zYw_&Q(?@@uJ=TBjgy31Df}Mb<<*|;#Q{opmB`uj0Id8&4JK*z-kquW*C2UxlxBZX0W83NuZEHTcyXoTb zuGcTw!GWX~FKYMgsCM2`uyJMblG#}smNwnHhV%Z2fBCrV)bY||$I>_bQLuAW?xw}R z=8T1}TavnJVc4wk-)D}EU$v;o^=$3=J?Mk$Yd6e79a@PxzCCySyw{@v_wgg@ubxiX zwJ~+qmelPV)3< z7qWUu*z(z-D`$V4Ir`(w(NRk$C#{_RZN~5~lkL1FLO)El3z81oLtZK zxzl!bdF*tUj{}gq$btFdC@c7xG&4|~?JtCfi1I^(`N6XCC_&ao`cGF*^iy84CpY;6 zC+S^RPDpcJYI9Bk77^cuh{skIHs&V&7k*Yz%EW4gM98ADIbaP&0 zRpQsUcW2#?&$+jI^rx!}BVVkEeziX0`Pz{Ci&K5~VT=7*3;i&~evR3l*wSyg0q1s3 z2Ua*iS51QLn&ohD&G3(BXC%B>oBD1?n%ADJPy334PSwZUZO`)Ru8v@%Q#h^3Y*Zq@ zBU3^t5_jgZkiT0JJuLtQOeZi9+luVU7!8TCqA8(O`ZQL1NE>o~O_t42!5mbNDf8iP62KD>%& ztfCv@rT|)otFSphCv4a7+SI%bjerD-DH;Jm#YU-^&1zPYtgA%URV1fY*gC~%H4;jN zgj_5pW@;H__{?YF$0xgQ7=CV{eOta4vpqTY+pVuIn@`UH%7V{&pILazc{aBrnT;u6 zx8?B3r7{ji#cfyda2f$oBP3}ASP3yj)bU%;7R+z);k5>dNj9TRNXX!}$MMkN{KjBz z<5zCOXI@h<$Zr89IFOH4bDEWm8XG%fR{xb_sbtkD=+*Krgq)l!Bc+OPi4tOll$0eU zq=`DB1g#;A>i3;RPbfuCXeH076>eRHcTus&rJczNc8QWxE^7aUgI|*nQ$?Lce0(;y zJ(-P;VPX>b*re3wOMUhOh_BN+vkwzQR zcYSy_@;9|9mercd!lcvC>C~na1}cqF|GP8yH9Gb@HqoUE?oKQJfJ?gA61tC&eTS6$ zvMI`?HtbAG+*MTk^`=;t@*l@agAP@N9<7Tw)ew2MDds|B^!eu4a}7~P!fsA`z72T4 z3*xy0>T|&9^WjNf4m$omU{4I(ONqSS`SWh;$77XmH`E0#tqt4XUFO3>MX;JfY4w5B z>MykV08VQJ73ohb_2_^d1tc!l%0wHy>#|( z5bdwNGo`KXOk2NRh{Iv8O#4v55C%cHs;ldo~n46I#0%(y|iLwjSEF7Sg&A zM%)V_9DsFRnlAdX!uWe@U(BYylwIbe9X%NbjN!{tZ7Y7liw9m$=P6E0I!xYyYWk+GM-9Yy;pmjb(d~IxB@aq1!!~H2|21}j|*1sLZ z$62XqgX9>c{}%DJQQ9|C3~}2BYMu<>!}?HP`zoLJmp|yqKi6C8(pP=E7jey$eAt|D z01R4X`o5$uVaZ^|%7NrX{n;A^v({RZXZJ-7@BIof1WfOV+1{ISpcir9TKBFm=S+Xj z{(;=X{ds5pta1^&nAW-mVBN6O1T8frpD^dSSjz78S3mBBpP(Fq&`trm=v_wmZB6VU zUE~f!+#X}%K4YS@Dr})K$Ps=m@Op`gH84Q`C4*PSJ0E zeXamiCB!0y*hVp~RgA}oiESccn|P@8Ox)Qawy`t(KiC=h-@w^l(%HXxXH>F)+VwAL z_7^YvH*hv|JcP_>L-@?*orxH>0||>M$SyDz#7~{{QdJ{d@kN|HT>V+0^OvphC_t*pz1hsP5FM+d)+msH)Q{Ye7|w zURkMCmh07}I%U32nWI>)n#P$mh&CPO$RCkAmLvuiV(c8Jlv zgx(2ZG(j0idogjnm~fSY-^8WOXVWKfne%v@!+fqQkF}S>n9pa=)-)I193}B^6Ut`o&7_~)4u*e7&n{-7+u+XS2G=T+1Fx#X}H)%6$tI0HLvW&LZ zIaH_i(<^;I`8!bYMyq(Gl0Q?*?>1d z2J6aO+4(oR$6xwBgsV@vS?>Dik3R&RU6s3BWgD-N7oN(Ux$)-2X&0x>PrCEWcgMjG za~Atdng46imXhOlVm6$J*mAPk-LLefXU@sH#dlxCt>2ZqVbA*sbH2`;@qX>1=@4M+ z7{F`qBtp~`M$U6yp_>Tq!S#E=fAd!E>nBf&Qe%oyVJ|~>jd;Ce__2{N=i$&j4v@XW zfdh`vBMy-J;~?>C<|M6Km^Wpv`p|vwwzuHiy~LRd?*qUy2;c_;%H~h+JawvN!w%x! z!<=i6WUsvRA-~Ki**$5wyhNm( z+~hU;YjV=uU}nugQjs-0%jy|E@W_AQ&Zqu|UoGx|JzgQExBjYU-kKX8$}2DB z*Zv>&-ZH4Ic7NMmD}h2?sk^(oyL<22U8n8>bwf%^DJ`YN-Q6W2gpeQ!l8}TX#NFK! zENPz!-G6(ZdEZa_nf=Z)`#0BIbA>N3nUysmM~?G+qQ3pgboZV4MW`(}&U81>bp5T> zC#2Iq%JMF%JFdV{TyK6CDOkR&V5~clhux>X-A-A1PF->NmuG%K4_|~odh+wu17u#QL2FV9 zL`p`xiqfi~wwX9|BadO^GfV=OMa(wws3s2C&L^8`4Q6t!iCAMMqihtkm0oY>;B8!@ zje)VV8aoB#PCob#m}#e7UW?x|@Nv5lTB7)2+2J=Bn=|_;)ip z#nx8c#c1u~w)F^Toiuc3OMZ7_ni>AnjxFjUqdF;#PBE*8M|H}$PC5G*q12Ik*BQUf z5$5&l)A-)-70&99t}w>dTxVN}liTbR(VS9>gWKS2jCEE#|5bF$8Nb>2VMOn9x1PH| z&n-yTHNbuyu;2IWdN-#x>yD%9YfquSv!%q@R^3&f?ZB5hae0pBydG3+PmXVI&V5J3 zUi+(&T>&$@UyZW+3^QGacHRf+eO9paN0TvRh{((J^0G*hK$aV_x9`uwzO-u zyrK)!)UaNHOBO z2oWx=jaK2(6xcLbLy7{It-xlf3B~HRQZ>F%fy;13IJOmQ$mJ@0k-RZYg-ey9ql8tT zgq4Bh*qcouC+Y*Y7v7$g>plA2<^cyLKtAmCDtW%HCE^k(@c}L4F*ENKzwCpc{G$*S zBB>6Opd#hwY_{h3|j z$1Q%#%zY{-e8nqx#VdIyf(3C4-?&Iw;cH&r3wG8MUcqaA@q2FGb3th!zw`sY=pCov z6+izCukeka_&vYiwXiZ+P#(xDc*)QA<>o#TxbWF?VOan>_o<-tji};-pyVC5=)I&W zR1EtpMtl`jeHFn&#fVS|+?8@Ess1jh3Xvhd%h0jPhD0eQMvDBQXh@XTC&(L;)XnKK zbd0JwQ$r|}qhr+AGz~sm)8dl&bZz;nrZiPkx}I39BNpk1CAzj^O;+3$Mk@#hJNHuF5l)jMix5Hkw%| z3ma`=qFkaG8)N5Vt=vXC4`<^v*f{leHrh%@n%hhDE$M3HcWuRMTJXNaZEgvh!RSq3 z%oZ?i8zgcg5WB@K<3Ru1;{)?f3@BhpFV?lb-$wa#fcp7xN7zaFkF%_( zbF7Fn?3nX{Y^}BUWhjDldd4t zSQ2i`{j5uPq5N`F=zEBEa(Uz0G03@|_4E4IFBqIY5=U-VFi2jQ~q`uKu}p<)tBR7Y4gs8{F@t z2bi{Z3;e{9$hqU;e;pFXC!w$X&3N^c{W-Ypkx%8ZqiF9-4cD$WT)temdt=^?HSm2~ zO1CV*Up_^?f4lvbck|`HI)dKDES?wW)jxUGn4pm!{v#nz2SI&@yO*8VRetubxFypH z*Uhcjy9%*m8FKeZ=G&Jnzd&K|r#A0PsWZkmoj8Qpy}A0p&h(WFYrM~5?%XauydQh} z7W%^ZkjbMzjP@*CF*AG7uqgwd4R!Y$Juq|Stc(qdqE^l?I(($;*zwp6E0Q;_&OPXgqs-s7x^margn6S2 z*DXp~Fg;?zz^F-s-;VNlHGW|BmSv&yr#$!acr~`4--LnRrwxyq;}tS#sP7Qae-v1{ zcg@#@Q?3pKZVrV+teu;@eNDoqWg)Z12aO;6dBUKd69g{*BEpfl~lmyP+F+C8Y&h}sVgPBz*!LqT}Z+dlF|7M#W8h- zkqw1W_4z+hS)qs&|7hRC4|k6}y1;$Q6zG{1gWjK=^yAL#5bude@3*(XK4XhNw3LT5 z=KB*XJ|(``{MTII&X$28=f=g{nvr;aPWrQ@g@GGjUk}#CUnN(36yY<4_-rvDPk>F~ z*F_2%q8MdC4e?jgUmXZKIQ#vEv9DH+`nG*i=Fv%kE8NeIcRM<|-=R@J`G=zxN=e4i z)qW#^uM?pkM?*r!fgi>|zbu57KbgRN-DK=7s`6@tvRS>c@9aRcqj;t+BMThAHSiP`GD{9q?iF$FnPD0gio78NKhJ(?t zYSeU?nu$=+D;1PN1+_#)Et0n9S@~rd_ck9N0bHB~WV|>~`QvfIn{#hYt~ojbtVz6{ z^?pzC%Y%~kLUvOg4__dnR%!)!ov=+OChJ5*ji^;8Y*o>U_~_?cgg3qFfr6GR@2C*B zWeZ!Age|ec#-GBvP*LM&G48Vj_eH}f(sB?gYL<$crl6)NXqn26Tot2O%_`ThU|LqS zhJ)0w5lTjdvZGW%Es(coONeQrrbr<+M2ZXLRKK7VU8R@b;2<6~Mz7C%IjAvy1FPa1 zt>hlF#$Q1%mN5`QQh@-U#cNIHwWe_JSxQ=N`lGoIRs$K2hoZygw#2U_W^5y5>?Edd zX^LKrjoMC!`Er}0*$vU`x@cBiG`l{ASrJ+iy5wGDBr{NP5?N6(G(vtaiYv!5O?2E*_8>Hg<#F8iEvgee__icsGaanhA zgZ3O*<~4b+o0mH>GWyY~*T=^BpPm$Q zX~z5GUK=L4&l?V|odn%7#cjuQ=+q# zcM&vKcw;KFB86F!$SR6s^wpeEGrzQ_d?d!aZ~6AT?%lPj>+7<24UeA>q|F96FDGfj zXYlU>{97RZIw-sW3a-1()Dw{EWdLd|Shp5Zy&6LN8e)2IW40{@V=E zYfQ}$YZ!om? z6SOxN=>81!gpcm|G0kvixb55guCVbvp<{Y}%<1_uw);J_^95-4fmm-tjORi9!~VZ& zul=fjr%yO#DR}&=-p`4A@~h&iBlnmierXEL51BPc)lvmw)BS-h9F8YVDOa(Bks-h|1{v?b2;<=tr;yR!FNlXvOAt+T{!wq+l%q#m*7 zpK+9)>n+~fn>kPYa;V?}RQ6<+Hgu)_+cMpcHKv5^x|r394`VEmvuT&ceD(k$hPbDA zxfM=_)UE|f)NQ%aSRxb%RYr?ir`PKBDwj<9Z}Z~c^RFDePH8c! z%_gncq_JDgW|K~@Wf-*tqqfnYK^im&qo&5Bt~4qNOqx=YuGpx}GHX)JnnbfE-lUB- zYQqeg??%@OHEKhQ`be`O(_$>WM!j&55=myK?>(X6(1yDP1cU^6#aOf_bgah7Y;CF(U{I(3Lf9;A|f zP|ClkWx+D>J&EwNM6_2T+$s@lmarEI+J^|qV}$g@JjMhb6Ut=(eEKM6`#=T}V7CDb z48X<#96W@9hcJl%n>2_=Tfyzv#p&3>q)cbFfvg&^qZGoeAH->1z#>fK(?_s6KsFQP zb7ycl3)#$}943Uza^tf5@i;>Syy+t0Tp@q4n7>sey`xiw=`{&DRia*emm0<>T zlu?~w(z$#+v#!9bD>ms1&H94Ava?EyvC3+ywHT3RBiv%DvbZuEORS~}7esTdN}H+N z=Hh4tRzt4UkYjT}w7kBRYB5Bc^dTm#zd`fbpn0xWKhml0=~TBg%JXW)36eNlXAp$fN-bitEgzfpm(Cno)>AM>|L+0wf|pYI7&y2eh@g6L4T_BiK?0HlYC=3c%KQ zVr$0YP;;AVmp7r;wxD<6F(*k4H_6y%)TU52sn}t6Ckzg;@qur&N>yi*p=K>iRbuB=Vnap2v6f#;x*>jV2|pV+^A|EzriDAH%MUZw9OJG#EZucR zx$`1t*&gY>3%y@b?LYFn!m@0){CLymGN1r=0E9Z)6A1;103ZVZvjCuJ_(0D58N>;r z8-@*P95xa=VGMrmoYvX1P}4`$teV$)@f7mpQTV0H9a&ilq4@Xj-xPQ?6N{tg=21%v zDDZN69a7eYr>FcgzqR}C`S<+yX_Ffz8l6lk(`z&=nbe?Evf7EoKcXL>ycqK8Lv~a` z=I3B^QK>?%QFAzI7F|Op>1nM78o@*->*-{hQfkx6Y%;!?+iv9&ZLBsE9cSlLyM#0| zqsirMBBqtmVxc#7bMfXjq_H;5f=RZZ5>1ui zW>}Q5I@#1vU?rpM9DI+M-OVF+QfoS!ayn5lHrO{yO;Qh|v73bM6;gjG`Mm;$Q^9vM zX7#3D{1vyy`DvE(P5)m}n|~ob{Aww1G-f%QavTh_Q%ZM=X}@R)M|IGzj8nf7w>!dS zI9@}09|4XBZoM~vu4_Q|{ej)@<~t&fIMQx7P!SGHdT&i)FR9EyDDJ^!I%=XFh|pi9 z0ggm(XUYX<#F6fIvn+RkP9Kj>Ux@W0V7~;lUINX3L(FF(ma`DUUl7A_KzAB2Js91Y z>Dyfu*HsnW-2(4ytmtm4v^SR6YO{JN=pF{Hn~drqSN9Uix?4+nNH8b9qO1I4XTi(f z?8jYkC%Pl{+CFXU$+~8XK5YHG#`;Jzsx~a3{MmKXr)N=DkKElf^Wdyu z+oum%J!#OQF#{Hk9k6cdpd*Wi-`X+b*3RkA4onX@zcA?RLZ3a;pYNHR=ev!b`&?cZ zE~)u0sre~JMTlGw?WY72r*6qoxbRuJrZrdAkfv-cP?5^jOXMxN z^2QV?I!=oE!LJOY=lC}NIN$vB1mgAj!mCr$&kQ*;6TC3bGx5r7*t=~_KQ54x9#FG< zcx8UvVn3lPeKA;26{c)Tm(?dps$CkF3>EHbH>-`1)<(%|A_SEIV)$o4S)iyafLr1x zMTT-p-*XFJ3(NdDg|D~;FF5(GnlnLZ06XV7zu*7b3q)Yh&c-IB9K^v^HE?^IeAcBB}Z!N5`lz335z~6dkL^=P7Y% z@`fa3eY_MEscX$uG$bi7u{uJYs@Y}dDX|%vmP}PshMricB^0V#^R>ic4Z+oMrl-OT zluA9NOhYWvyF{}hU0acmp?}W=_44QL80Y>dBRc4!Dtt zG|&(xCdMXcweT7Z9WXtm%t)y)P%6x>Fh-279d7DC=*cB|LcX!BK+~3IVq%OPHAWiT zOh@QR6=oXJNUbt4s!g;iGp(wx2MuOyuds9=tQ?n0X5-_`tOh;3#@K;$`DlHx%vF>| zgPSN7I#RiT0=IM^tt^Zyq>+g-cU0ME6_)lgOM96KpJ}LzP{V^Y1<%UPO^I0#ByESr zZUrMZ0?}K*=*?ilPWSXf1GA0{E;=>3{Nm)=JM%FQm*8HkYY*B-`E-a9e551%EGO2R z8-GoZd_$Oe)8&_?-*fFLw_S&fd!md-q6{Bt_6teIV^PKvMag?v?rUl48%=(=z9!#< zgBj~fjSZznY`Ga*VQj20G$YL9CM$=kCAX-sNIAMffriUaFfp=RTvH~kEt9&C8C-=! zXj@U5)>3RMGK)re3uBINZ|%EoGK6H3+RnyGPcZ7Whs zsMWP1^(}C1Q>Ct{Qr}cz!j>8^xdvE*4whi5%{G)p8S_8tQeSA|A8UW!PzRrqKi|Q+ zwO(?6KWYEm`qh()CcBqUaLe@q^SvP910az@!2HRO@L`~j8}QH#c;F7+b_efxfIdUr zgU1Yd*dOp4>>e|=fA~;HP=7FRAQ&{l{qbPv#eR^J{lK%H?nm7r#|C;tZd_Y*=5)!m z>n#Bve=eO7Hf8Xa@tzL`K^_cr4;TVQj)SDGT5xCNh`$Fw4tcmA1cBfcb1~O1=j_;= zvSLB|`}eKB&l;~?X1#sca_c(5_X*njGU~#)@X{>ikvnGUkjeSUI2W z^N4ck9O>LX%;hsr`gyz<0QDQy|3*LHZa>I%4wOXb;ziD$?bvJHb>3GIe;xig zYkbVqv7w^}eHhj+chQub6?4*;&Cgo7C~MUc#KB#ySN=1m^ITpHqhwZdp{Y zagpB$sLvoEbjHZ|l`~_vtgX0wDQDk-s8tK|4s3{DF)Mr1;-YO!zfK*Ty?qt(^s&Tw zV+)r|37R&b`g_W-XB1fL9r`VIjDhk>DEpfzh})~^~{IsvGj z>7FwYj2H^Uj&m%UboWHY!ci~Xfe!<~{JH%Zx3;iepOL1%ljnU=mi<(eMMw+3O0xZUKdy2={ly8r zAj%F9<_B{!-?d}}AX2{JO46|D;VoG|QJImb%*cP%I~IdZqf<$BDyd#A>tkp3o}M0u z!_m{*W4GDOCet5wrd22;Tqc{0qczn~8{rg885vVTL>CcjT?7q}$ZRNyZY+*&D2&47 zeXq?5txoojc)ZVh(~xVM2j1H1acB;7{W!>(IaNUjJ7 zI5X|xW-$5T$$Z$QIo6eOweMKcj%=ZY7SP-L2J1fB@?co8bI9-Z!9oAa_Z;eKiGMG>ix z)11e{=ZV_Obb=O*kf0F}H9WkAi`58PH7pn{`&9Y6QCTl%O54+99p$2yR6$d;uqjH2 z{VB$Mm$ZJD5+bB6KZLlSQbMep@I&7AT}cd6k-}Bva8-MRvOPjcj#iS>9gL_!vKW$rWDp19J8OWa#9k#1-vXJKEE>kaDlcX_azT zt%y=CAmoVf*+N1#myj;&s1h~Dd^tVTcLR`gdtmj436=h1(P0Z(W4E@%Z*5CGM9w-* z&b~m0z2VjW9ui8bONI`j$RwfK*!LL;naNJh9A2) zl`q8D7*PsqnNh*I!E_;KCzmoNKZE^7CT?kz{d#H0q4@i&zF(g8VCTrW zL%^v6-4>1n){F(WOoVQm3T~PNZWs?7m<3)~>Hhrql(<(1&^e!|xGD~%S;(SFcubj) zs}S@1*qP8JoykO6h2(#FXMds^|0}uCmD#9KnOy8lrPu#g<(Z+6otcb!o5gA~Tl*YT z7oYk=&-yCQ#B4T~N~7bjEf{PKvaSM-EXU!R{#iGu|9!|*I+Mev&{-rZgGlL6X>>Nb z-Brh?GZ^#+omQ)m$wgcar=84fY2-9ib5TVsSZbecmgHh*ea0CRmd>n9W5Y98E*b5Q zZWhPPk749S(Q|&%GQUw$f=RIft>0hO`Q0tOz9W76h;P$?;Gsa}CW!3AFwO%vo;Sev zhHx(d>tq?rciwW*KUBR3 z6l?`KTR{4HDF2Lyy=zN1uEKxQNSM-dY=-G~>MZeNk^k%I7UAV*acC6|YV7L#l1`h2^+VKnF?JPU!DA?JX zv&EUS&XKptQMkJ&WlK-Q+Me)bJrQeq$}c#{@x2WnO(BcS-$vS_r+21o>r6f1DDv(p zztLTAyu0u~XTeT;;jYfSz4pkJrjJvs-==nFZgZA<_ZFP#N#EO>xTYt1VegOeogbja zhk)_b0B7L=N7lODs4m0d;0oF%)R zS@WG)^PJf;dm_E0*9TA!Lqrdz*|UxtqIYV)uQz;|XpNXezA-3ePQSymWLXASIQ!8EH>DB6V zI-Q}H?VSep%Jvo_hRF7M24YwfhRcG^f?HcFR`>H=q- zjBY!%(@N^J5pA|Ms}*mvwAw7K7E`^+SY^`Z8TF|~U8GJGpiw+m$sQ|ZFVxCVl`L2; zzA6^(lnA$o`Rhddr9#FKE*{`DK^Uz7mp+!u9KoUiEGj@F0hCrZ8Udi8pyW!B1P9t{ z0a`OiX#(hN9-Q{2Eb=CLyBEC~XfKCQ${<|aAU1gfg9M?s1N3%~!vHz#!EE*jHXX`h z0Bjb-^%Dlb=XmgWV}<;MV*Wmr?4?%uU8juDt0HuYpISwzUJ+(g#~Rd022Hw2muu1& zoAkwf(pjNPIy1ofbhA2}8DllM)HAEG(r$!VO;uJ?war}ZDnTSW-788v#o|Svp&kK|8CTNG-%%F)erURTUzBMt>U6VaapIls8L=}%TKB0#}u;N zO4&9SK9lWKNcYGknd6k7g%_lQ!-+5768@` zpN`mkGDwEmv1890UMk-Q7k2knsR;Z!V;p78u!0`d#;r_s({@}s>z#&iYRDbZ^P|$BEkUD)t!~FS%ecraeAAa>1cn<*X zfZ!bfxC4OCKrk5s&F$xo96Gjs+&uJvaahOzmgi9Eknx(4)3sw38z*j7kKe#|n@EPZ z*8l)^?EHouf8PN;DN+x<7ft!Jn!50p<@ znK5@$-mWv>Hy-m_wli?~R^O>J4nm>FK;Zeb*@P=E)IZXGH`0C~2;E8LJ>RlaKB43* zFR|BOm7RG|d*^-W)u#m)A4RS@khErR*2W_xi}xVrY^JU|#NKhfW5ZF}j1}C)n=JSJ zJKrW)9(=Pt3h%lfpkB9LG<7t6xLdP_8v+2!+<`(Uv;Y9`UY>%5lPFWh6Gn}o&K%2F zJcYS>nqbco@}{NO6?5TBrlR(4B;3E<_Vu%WT8XJWW5L)C+nn5a7(b^4W z)4%${{P+A{I8v!psxxSfM%TZV8uf4IZyt}`h=8Blv+wqq%cbc#9W5=)It-UWwOXu7 z4ogLA)6-gYWUP*i)zjN8VqTY8YL{}XJgSwAw=%Hi_IfM7y;I7vafo(Kn~hJj^N4nS zd#9LgW8>^BY$vbH%5LtGvaJH9P0Y1(sWu|aO0KfA@MaR)M1Y&{2y=6}y$xZbpu4!l z9x1y^KriF5ASWrauO?k6HA=vAC8ijzlvY|%DUx9zR(@Gyw`u0+=TNhh>Jx!!(xx<==qj94I{s5$*;R7d#E0H)}uc zl)YTUelnT)ZnZ4^ttda7TkwNZp3H(5le3et@!v7AU+cmG3tnCgII+%q_2kn_#_XFt zeC5O;D<=)zGIRK@*&`0j9e#Q3xQE*(1stCnc4_sezZbvRKOy|$QdH;#Uh#W%U8D%{ zO;G(!SQRd-OOW?TXDVE(syS2Ln(va%NR=8=g{G}c)tswzr8wp*TXSWNsq%&-IVzk} z_=22tz4iN() z!7Fy&b8f+NR<19%_zl0z-&I~#{6<(2z|MQgEqKi-cq=G=&&>4U6~B{Ig@|FFgr)BV z#qWgWt_((QiJ!PSgkR#%D|sh@1+lXq@e7~v3VekwL+!l?9xN#TC@A-Lm8?~LlOVoJ zP(IT&e<>F2}^Fn=&*lxvHiNEum0DC{Q$|YVo-`Qn8j)qNl)(G`O~{NKY!#kxKs* znHfkfaZJ}G1SKK0_+Uk5OO0)X22!P|18E?Zo2gY6 zT9u_8Zf%EKiRD%j%t9_VHYIDTLv-+ulz{zl8^MGvkc91!sBMs+o1hV!pt0K^Y5P1f z4iCvY?p1hd6wG@{?Y#vx_ZGCi-b4)8)fTv$_+dXI@*FGrA~*J`F#Wzb>!CR7ku>+2 zB-dAzabKKqU!3J5%YUONd@s&?DoT5(Ec8>BhpFHx#`+R-ZLztb#8j7OMCX`sWv-sV z#!@r3!i0kxTaY>eMo+-#nviNtrLwL{j)6(ha9KS}(O9W&tdOtS2m`6kK*H#WC_@{{&{Ab+ zsxY-w8F7_nRF0uEMw=UCEc#-|57nl;(MCVieDRj~?vmVHt?=2(zqv{9>=gh0iMsWZ zie?Nd7}vkR%Oi6rG;#p=5(@hDgG3C6yzl_7f{<$v;2H#S4hr7w4|zJg--ogN14lqJ z7L8Az<&`qdJ#;AKsVDGi2;|-%$lW23`-9yt4(xZt4M^FwIqUe5jFV^DLw}Z@yA(JW zh#cQ9YGQqr4fj0N-|eUe^nknD;eJ5UhShnywx%qdQ-ApaBPg)R z=OI7*JO06Kg3n$2(45yFqRNBL=)2KEP)P^tLDT(Qwa_OXs;6`B{G*O_)EaVA+(ijkC+v&Msa#kMim* z>s?^gip6bb4;8FhmN42YWx>ScRr7LpZ>_&|gYed`?AXDwUE51{@50}_(R$4rwSRBw zyqW&)K$O?ugy~)xE0>mS-;}asZq~8|b?1%?!vk?QP9-cFA3t|Y>CUwk`#0yToE|oH zu+Q**pQn!qS}>j9_pb2h@xW|CEVXH3MnelLbV0=(R!W(^OWH8N!8kgu~w z=j_}Zv2M}##j~o;pG2PfD}LUDv^m552fF4|zJe z-|I>4{xb&O^zuA95OSbDc&b12s3&-7AjD@F_jmNu&tu=+F8T3To)auD4wseulofv$=YAB#+~ouxXMa2?%6KQp z3ueVVB&WWtO%1{1#y2DeHN^YF;=a`9|8vwctx{&xYfXBsS+6zeR2H+zZnyXL_BtGn z?(S}z#p)_MGa5}sgGMG5aXQ$fMtV~XrM|o!Q%u4Xlj};!m@;B*VKXchR~CmYjcF{7 z!sLaaGC#v&Ui`Sb<@!d?mxqSFKGffPjr&S3$j0$*d!_)P_g1!J!rH1M3Gg3ySO_ln z!8h-**{|j`CSPhyxY9yW!GOXTAcM9t|!T!H`_Eox5WRtGhP zAFOz`{?T&JxW89sUD=*=X!eaM{WkRjb`NzsH37UZ4a6qgQM8vS@ranMvps8Yxk|zGylR6GZI)sUe59(QM9n~G z*mW9ila|-28Ik9ids`e%`swpqJ)qn zC#9$;sY+^^qCG=SN|O^)WNisjLZkv8qQZYv6N1%kpIwXiMM(Qy!ErR z`IEHuo22!Jv@OP!;z&#s;zGE{2c*;kxR~|Kvhy6+ZC1rK2HZ#9QK(>}Mbt_Gu~10N z6Sd_FiTNT*nW`hZ`uj%z-N4%&5WhV@p6_T>=+frc{kVv|gp?D^viqE>$86YrTFFgD zr4JMNmW>JKHb!!=@$ANUc0(MqHkyX~Nvr-zuZgCkVmfM~7?{`&crd-#SAhA>s{O&k zL@BG>sJ$wLSQ>~)xnCFSy=~Trk^S7pczSG` zJqi!|#&0WTHsp}1<0;h%G)yYHxscnMO~`*rDtJaNeND)HRPtfp!|h%>r+}xHdR*J& zabvy5!>#?F?iu*};NTB`PkMLU>-EtQ0p};jzt~Ze;osg+!6st`Op1iZlnOZtF<&JW z_60V&yfckl{ExCTrPT00(;D^vNzimI>FmFIXMfn4$*4CO^;Wa_k9y`pRR1VV(rYvt zkx0Vf@H#pecsvo?R1ZUxl~xvD|BtaV3Y|q~^0)$NJB^c;RVolkO=hdjW-}ZA6tU^G zYPCcl;?ZfWHar_!$HP=|5V@|X#783GGPBO>R0|2XZniX)S1q- zxz4O5&aB1GtYwbeEsp#>*3fyKezTpq=bT7iSGFYfwe{;F^LvQ>>&ULS_4ecgz4=$V zi!b-&9q!3L)RVub7k;v<;Aq0jaXm}9%XtBn1VdI^0)u0*!wGY zkt1(WZ}QZh=xIHXQ%ynR)PeJDnTIWDyIE(wh^qnlHNYP3Y5g%w5;PricyRJ4w`?y6 zW(A~fFIc?Yz3IVn+UN7Eq&M7>Xi;sk1dEWi)JWUvTurp~NJCjiee|8zIO-dz7 zX(VX}MMnQ0fsJxzN8iK$VrTydY3w`vLp|$Tu7b0^^`8&_sAq~lt!F}kMk>}S62 zjhZ&22CG-24C*QuJ5$4r%3`A`+pNtuYf=rW2)+87LG#(D`DD<1G-$pUHIW8wtU(uT z)JK>NX=Y=g$yjDKmb%!Psmf}uv05-zb00plHriZ!Q{Ud)X(M*oD1ThDKJ|>+>B?zr zwwW6(=6Z{%-eSU-jYy-R%&1G(Yh(19FIwd*wfvq!dPycZCzX0jCHEwv<9z-C0dIzo zH>S+fICYpII5C7Q;YqS!q+N^zefH^BmbyZelu!fOxieuCf=w`H|p~Z`a+WnoE2LQ z6;_vYhO${2t>${G%dK-EGph+{Gb3$gRNwl;&R{lI`elL5Txc^DTV3ZOt0Bj#Pc!Qh zEcytu?yFh**{Ja|s9);Uk9DfsI^{i`@_|lyQ>(b4R-Bbfcgdw&6w>W7>1L^TtyH{H zDq0~Gt`+kai1<^5{E0%|C;@kvfHQ!{hHx1GmjQCAodgi^ zAfXP@SnAf+Fr0)N*ir{HW56a1&{PXHBB6~)&ql<^#_HLP)yuHeYnqWe2(?GsFz4Iq z?oqIT^p^DQp5HQFyGlaSDOkUM|Nd9M4*oS`5cBm4u~{RxY85uQ(5jIcn_H|MOkP#Z zpFlq&g`x{=(1g)xXOB#BcN+-Raj^T@fo^B|1Ah+$FAa7DHa_)0y<3y3}pb2W(Zgc01Z=@ z2p@#SPG4Vj>?ZN;_m*ofIG3Nx?!ME$4>5*Dn8TthfnVe&yj52oHE;T>ZtF4F$-5cb z|7!3LO}}s(_2PZR_WfG{U@HK*K6MHyB8K@XT=zDj>tkL|WNF=zo3V>GCm%iE7?D)@ zH7@g^U!HFeKC`s;XG(ok3L&?$?q_o8t>=ZCPjY;|m}%M$gM9yCQ)q}rq5A#%w~|b@DV0{O+9(m3^?IvL zXOt=a)z|62=l`A&aoGyFjMUV^Wia_n*00|VF^^Be<1-_pK0SJt@iV%;87HDpC^bk4 zjb>G=HS`WGrO807bA3?EBzNl7U3#Te#I$nBRxa7r(P(Tgw@}dCGM0@`?&Ol}TvDfq zYUi|daa!$coV^3x$tQM+nKo97jo)tL(K^MPZW+%;Mj9|Ft`E-%6_)1WP6oD%Uf)To zu(jmdNfq7n+HO*%wJy<86J@QAvSTv3UDT<*s{?1pSM|{9Tm@&GHYWqqn{(e8vbyK{ zRwwd{lZ|$^74#B{oy2ML_~AlXc4xalje1w>M~6=kqb$zWsZBz#bnr z>m|T?3Fz_dXTRfVJ_og*hFDL5rjwxg9B94>Sg(6p?vJ+nZ|saXYfpdHg-qzBVtToh zUIDe2L+ovZ_cms_s98mjBj;{!#?`Jg@9wOdj;vcf(IR8W@ z&DPgmoqiKLLsr{<9_UHE*%^1q^mMZM)zt2|W44ezmN#?Fk4G5p4>jEMP#p)Q2Oz?& zfOH>Jdc<9H)KhkCq}X>3-Dd&&+ZleQzofoIh^Z7eBFQ=NZHeEif_y6j?w7o~m3Zf* z|6g0quA2VWim5whkDfEqbII8LD<=%tIcL~ki-(%uJ9>UDLPl`BK7jzK*Y)#(HX>ot`|7!;1^jyzxCnqD`@5e`8A;sTd<~(QQzF-&o zb4vV$uwV)Dt1FKY874-4m(_&JT*g_X3>_&!{}3U*@k&4Nir;aH-U(r!#8sd8#cz3q zuLWiA1tosGf;S!M4>$#H1Qnk+MXy=8PX%Ru{E83kyqCPf*P^ljcFt2?(Hk)$OalMP zEq=$%e<>^t6vIPh@GoN6XMWLpVevZ&>=VEE9k1XOC;u70=(VskKu{VWMtl`k1_@z7 zB6zUKmDc!0hK`UTe@JU1l}#y%`b0VMr>rJIj){`igsGa+`hZ%Zydgo=oTh5Yk~bzP z8l1YN98F7}wyoIE4s-34GQ%HZi-yp(!?olxH9k*I z$k(+M8);RBj%t^2M#wjHR2gY-9i`IDsL|8lCOXpCfik*mvKlk3+U1>*%S|+dtImvx zG_z|>jA}i#LQgF-lFO{j8Y`#XK&v*oxERdBs5Q}GrVfOK(`cmE^rbSwU7{HUt|yim zX;o$>(#A%c>D4Z9My)VX%gxkE6RpxhM;NJ<1{Y1Mu(4bvXeKJmKrS`5mm0_=24bn1 z4AZw)TId)Xv(d(Ev@)9QjAknxXQelpTJrR$@5;)L@?4+n!y_Zs08tzJMXm;ZECr&L z0g0=D?CoIbkzwU0Mim_!QgCuG^2XGb=c`*@t;fILO8K~-8ghvG?IskyPjh%Gm?RvBASS}aV{08=->RShtG3sQ$i8HgAo6>Fs6 zOzn*(QoW0X5i$BUi~*0<5o!(12>t(J@2!K{>ifOjwGy;cske898q}$Ksk^(oQZF?s zP@siEad&sukc5z+ArK-EMM4sy#2pCIGijgu*?aao=ly5zbDnw6dA{?THEWm*$z;}o zm0aukd@#kDno>nYni7_*ge5D=qLrmFn$iSSX}mn$UzX&fs?1W?7HSaLYIvrurbJzy ztb(OzD$^9XLCQ2YRoZ7|(nm$~b9v}J$;XpjS5|c0cM`ha$6wshaA0HO_C=M;#w1RI zM2t5}v4zG?fVi7M9)X}U6#Oy{@@10MT?>e_CG?sZc)=X-U1S%!d`Ymw?DQ=TncG%; znFL8$U=wLK?#%?~^9g3R$AWjpnO_}idEN#ZylF$mi6hbb_moD8L7Wg?C z;x`5AKLhGB1xRt6ReW$;#OCFn>?R(z0#Ddj_^!4OTIGxmEST`z#?p11#iKE1KNc;heEcNu_U-6xt25Uw&RH`bwr6eA#bfnnk2RhDBrsSeeYhw^EcVMccIRoFFSFpaL2~%O)Hz7@6_D9fH-;xePB0g z`|8wrvr4wFE#0@hZ0EL$ZEJGZ+K1Uqtvb86<=&~7WmA*Z&QIL1qU`AYij#W_wypj+ zeS+(ZF>Z6FBb*=Po;l{TWJc=N)mghXCu~_2yLNHb_N5^!W)~lGLZ03o;$Z7N$Lh;$ z>yLBBf47_M`Il{g-S}vS8KH}(ge@4GvS575;t8R%E&XO&`pvcZ^4Iu;wf4RXCr2%t zo3>>`rqd?><%=?$HU!yCDm&&BF@M%ib0BFv7-R`?F$3?Jfp4rK_pHGiR#4}0&<``9 zZgw`#vn-E|fnFR3eQ0a;c#`?uaZr~@P_OCc!L!YOPJ@KavZ~v?pnmJ*@_AtVbRc)3 zb%DKg?qZ7)d&{Evko>=EXx)^Ql>!SCO~p#0oBXE%GKsIruNL!N6ebgj%xpIbYLgiJKtr+ z`;F!o=bO20o*aF4rT@Og_vV>zu!L-|fn1+!c6mAwa%DBIF`eIzR?zB`_AUsV33yF4 zbDshUo)7&p4fwGJXiq#UsQJjNaqF%5#%&Cckdwr1`F+$%Nmsps*QOJ9Y6Nt(kfsrL zYGrI~A4AE)2=LLo+Rq}Khm;bjq^B!8OVu2Vst2uLqm^8=y0=lwty6d83tGaYj8X}s zLPRY!5it&4%4#;TGZt3HYErTrgspL1RUZWSNJU4fj8!A=!OGc93U;HMja9L0x)8n{ zupiykq0Dk`QpTI+=!fvnCzBp-OMZRu`<0#7cWpkudF8<+C!}*5f;%ca zSooYCTqdg}i$f?BF{({Z*MpO=oBMjOlI|u2yIF`&sQj`t@ElO;wX2VwA)@Dr$r)mD zBA*a1q2~2bbH(ks0{Q1Fga{Fzkpg5wollmq*7WlM&JFs5p9k2B)>S9qvcSdrc|(+E(V)UgklA`(V?bCcA8k ze&A5xwmHUmLD=27DK0DHU)U$PtW18pI{nke+;6)Jew>6SejwKsF$r~SCYi_T5OBJM zT$Y%}{s%r2aAjhiRLql!P3qZy?mPPv)%d&btWWt{I#Zg!nM7$)&;G+ZQz_;D!Ong+ zCCPuQXEK>7^R2tPhsNl@6G%uT3V}o-QC0Pg*v96T|B264|8-j1sNFrie4&KH6;bHj za;3^(Fle<}rNTr3S!Y}o9j)|Sye$>UTk|_EWIR=UYx)zOEyVo<*Bry zcxqlOJvWk>7sqD^U3gP`v>( zE}-@;sCEGqk3r!D2xB+M*$awKf}%@6-#tJRVy6gSD*V1s;`*2F-K73^7Mj~2ZwCZ6 z5mG)5S~CYyHpA?@1?0UIr2R4=4P8If5Wl_NQ;M$;FLrq3VAn5_<)(4W6|wDqz4+hUpfbXENB{*wFJfQ`cIfb251u^`Vm=%JRlSA?&Vu4gpyEE% z7-~11wrn_Y(QuO8Nb1tz^i{*ASG##QYmYJa)IjPXt=BqZ{NdsJ%OjPKM^R4=!7EH} zpog_Se!H>Y{7~U#W8Q^9wZPWx=E_$1ID^4CcE%Hi<&#xT2~s8z=3O~Y|Jj4|5`k(&nMo%9jwbiOlH zFG1O3z?kkh3O_QEzj-8k-ALLhW87jx&}@VMLKDS{*shB|WQgC%eLRk~7vx=r_Pv0p zy~n9TEcovr4f`NfE1^wJ5coc@`o?_1=c65=uX}QSvMbYi>&tp^RXjX~Pptoq&;EF4 z&8Et;HoS?QQT`-15(QN9pUN`Q zh}A9bVfAr(Bs{J}$dmSoWHO0dD*FS@OzN3L!sGPzvbh4Ww1>m(VfXg(_@X|^{}bo$ zzvticzaNFtbhpOuo3@lHwL+;9$ffNnDNZTHD5OZ0455+2)RHo#q);u%(@3&ZeQ~A& zFG;vc5~P%TS4zK|_Qfgcz7(Y_Txrsv; zTsE{J6~q^Sq*{7GESv<}eG3S}E<909OQeW>o3IB_f_eCN4rV#te#Xpsj zaD_BMCC^YQ@-&KKt)fD!L}*o2I(3asQ>**!o#|8vof@Unp!FJzK~rnc)aWz_y}ClD zsnlvJ44P6CIMd|oRE1h)mQInZl_%(w30g&rMjow_hb!fQO1Ym>>Z6c)Dx_XY$v2tk zsfnEluk{HJiTJxkyj?=xR$=c3A#XFkcdLlMm(ShQ%UQwWuH^R2X0vR$J=57;V|y3? zn+bF?0TvVJqMN|kpDmN}XF(Vgvo;byCILhoSXTzrRze8%=FK$#?jH+mLYrYxV;hiD z>XD1Px_MXPx?QiP&N~DEn*d-J1o*jW)3@a- zJk4#ZW^AZ**mVaw=D3CBt$B<5&fcmHNzHoa9dO`G)(z*BJ5TeTeJuGJRG*wjF08C} z@os$hxjQP0{`@0;%~qy^Q`h>F{6lwTw>}%bCm3S#`~8!ohYriuOjPZiE#5z0esUpi z%R>5MJHoiJoqx?@&9@b-n#0>+&p)(Sa&Ecg#wzN@sm%2Yx;Hp*cCKJ3t& zh&VbnMaLo;SZz8wRz-jt*u;Jo*}!NvZQ1Pu;-3BdioPO_dw({X3oD3LhOJ)PPRVS0@bM zO9u$3!L~Xh*VJ)lq+v%nlo1YLxY%Rl>(ZgJuOqaoVGe${6*kh4K1{9{?QR(r(MS07 zQCj5)!fPby^vI9dBW~6suL0u|aPZX_qx)iG@`K@)0#h4WL)r+jVhCR}f=wT-3LMJ1 zGZemc=*NnopGyZ_rwqKZ9e4x`yabFdA^i`*{_7C^6;OW_?7srhUjg)&AeytF>H?s? z4(K0R>fg-Odu=y_-!dYihU(IdHQ7VWWy6f7;SRzu12;sh8fhsRu8kW^e=rnzY#{i+ zK=OTK;|9avf5)m{@j`=XB=(!+uJB~p@vti$O)ggRLga8vM z!bI>%Ds7TKOQoGUE$qR?9Q$D{(I*uJ^dvm^%=M9dsl&5SDtHU z_IpmnHxA6ZGyfB(@hypHu3?L;U1a zc=wiivx?lgf>_=~vKNsOELWl6+KYJ_vc&KnuL$U;yX{s};i5FDI zifUp_Kn)!(L`U>BCim4R_cbI-acOhdX<`9 zrD%sK+hIytrH+A8k}I^G7)>WeL90~LDpiz96$K`5EmRPSb##;|_>pds(KIxqhK^8C zVOly|(N?B1b)^+6Nd=159CdrShK5iQ3zdW%1wKbZE>$#VNgCo+gdzhKW9Vq=XA%3m ziMkHF3AJ~%$g6@RB_A}HfYxs(gVzBu+sq=@0j0+$VIQw&xF7BPc|jEONS^&!oZ`ap zJ%zY5rRLr|{O27lA9su&m9Idfjg{xHI5gH;&MXFX3kSct&noy%5)u>1qB@rzrVw6OT z99yBl6lrS9^w>&WZMhbiV?d^BE0c94F`8sAb<79l&xi6K_od!Xlo1~#Zg-^acMX-P z>a?G#v>*MoMe6)OdHg$7@&{G&C$ZO!zR%}aw>GsOacH~jM7whgv0--ont6yN<1=P} zLF1u6#sHz?!5|yJ-3s#50`kZb^q6AiGHJ{`OUO+Nv*RG(GUu<%Bggz#JARorDSq9O z5QjPMZGl9G$q^2-UylEC{bq4@yyX=eXvo%$Xy>OzSFYt=y-e~6@n5&}$6Rxt8D;@9 z&HSf9yeC6L?X1%`Eyy{z<-7fyGh?9J0N~n`@v&RhhOSwhwP|^(>P_%P3_WIe@`*#}8ovPin1-9I- z)NWFx-@%>``KERp4wl1`&Q&qyYw{> zex_*i>ilgh>rNlaaIh;_Ilp4t^3Z8!IgWo-9oZDSYHq;N8QHtnSDrXtbbL?Rj@1SG zwnnU9@_prBZVvOyPdfQ8offp>uaH%93J>qh-n}tm*|hM*lT&s%*4#ZGwQ*6@(pdqE zr#+u+`FZwOpM{fs=8X+rG}&XOWyoJv(eo@*7L18qI5xpya^U=l@Bgw*T<`eO7D(PQ zKYZ2F#EnanHZ4urvOLORR@XPb?5*2FAVAVMvoLGOS8MPw6nJe7KDL6~wt(EU0$)!7 z-p@6EImhaVHRS9V=oK5YD`TK{#zS9Cg1SzH`b-0Tr+`uOtTFqR*6o>FxxzBb4gzzu z$ys2Qw-8#o)UtB9MZr93oI359k*@-#^NWJrM>1hdW@vv+389jE3OXKSu( z51()8Y6*B*L82y_B~1ldc8;T5UeV)yO_<>+%=HuI`tvfpxZ#iKt_OO8?(`&m6vE>; z`FDwR?p6ZNutXe2tmmePo5uPYVIQa_}z)IPwh!new5m{c1!}LGN`~~Th=GX z`n2Z+SYTUa5EJ=lEZGv<+h}D)`T!?L+F?wDmt(e6WUo9(Ou>7^}yH-mcSuf zz~_X0>f=KfW|*%s1O9?Q4o^3Ca~$Kg-IkQ?)k~_BcQthu`uQ(651j{iPJ_BnHv2Le za9?4C@;W7~_2$<2bLyh__zX!0O3rRJ)r4_LQVvleWEhk@t)xdQWoczyT4|43$k2(X zijFc~t&5<>StRXDtjt5J!o||TtbQ!Vm@}}oTB94kTc6A?M1@2oW3rU zoJ)}P{AOo8^|I~;8LM8=jS)5nu&SO2nghj@Txl0d$*EUxo0RN2PHiMH>tzQ#kb#V5 zAS3DUFj{#4v(&!}7Rakl@N+(OZqwT1tL?VVA3M_mcy(^Qic`U<{n1wVnoY>+Y0Btn z&f*esdF|ygR=t$fBxU0yChx3K%EBqTF>s$<5!WCQH^42rE0?h9g&ozs6d0$il-pj+Z7UJb zk%G1yLe|6j=!3-6Gp)&ou@U=-DOZ`5pSxflW$p*c+z*s{9H|Mu!l?A?Kt{39VT7#b zgtR-9><4X`_ee?CS`%*)GM-XO-00|_&bo+>+9+miw5biPHiC}yX)kr{sQS@W6UD|R zG$h_Ea$8yzxUM1oI3fEUG4ByR_c1a5MO)#kGT%Mu$P*0YCvxd~e8D?H;U`kD2ch5# zvA~s>Z<4ad*+afj>U z&(y_V!lvGC&UD7-z9QtmAr*flmbkT5e5WCQ)~7k+(wvVuOr8V)e_30ca-7(X31*Rs z8TCo+RgtDuoz&fw+u4xRlJk~O@RnTqwXM{RRQiR24D76lr@;e}VGoNuPewm=41c&Z z;_=R5ufyY>wxZJLcr=TK=XKKs?9RVq8`%;8S0XfdXHqdw zD&i?j>`eGicJ^PE38np(&i>JNrjV)r&TQ1GP3+86fT;Kn?@T6>2?PQbi%n;Cwzd+B zOUhs{I2?|wt!qHn)c^PYK>e2?5h;wW9$F{&*XU?RkANrY)9OspnOdn*$`lHjT-GPy zbGY49T4!rZ7Z%f1T}mxZ!Ka3iv!dvQ35>#cT5%$+D1n?4Mam3s%M7RIMly0E=sDrE zoG^N3Fg-1RnifD#_9ex8w??=(_`WQ-y(?&q&8wNflL_Eu01RCYbiV|c_d&)@u>BmQ z{R{}(1m>)UppOELSIqI3Et(F3y|*BWHxTt(Q2iF7b^)|+K*L81{d=hT6`*|qQQZYw z*Fs=_LE6_sI6FYzK1lCTp!)#8I}K=G+YY|5?SEmee+X(XLOZsacWwiOrvSlO2ze7U zZ8p&TZQCd_eYB&(i1QqVT^P+;GvH&TeG80)LX1AZQ0(H-inF7IJ4UlsjASkuNwph| zpFI*YVKf|2zXc>8CK<||gwLU(ca!?dZud9(8mr&xV>bz}S#Y<5tSwNI1Eg{aKs_^e zH22_O?*8Gd1H&2nhtm!kQx6X1T^!82WlTGx^Ifb@*letOF#x+hRQ<$=aUDc|GFE>y zqTU&iZ;XhSgRlofC0B=FHwSVK=)PI2UxA{_kiIKW$qhjDa{Oqv({QTeNRs_f%JQM) zmBVSPhtnO0@(v9bUK}jGIe>hn4c{~H-Ek!A%t-m&U+}yA!K-A~0qr-Np_FYSg{MY} zPYzdH9xA_L%s(-hzI`ZT!$9F4eaKRs=ZyZK6~@@zBN=CgaxRVJUmGsCK3sfjDC>yQ zWg2@oFc>^(IBEG{n8Q%`ilM0WLor*2Vs;EfY#s>TXo%i!h}x=gpDMo($Zr9IiEDo$ zj*jMT8_nJ@oUwi|&T$}osUdW!+Q&}ozh33HRO2(pnC&S3GO=SHz&UCzxB-ZrL76L{ z`DVs<0SKqfF^8bF*XNMl@1^5luzE{TFWOi2nbj{3HQ78?C;7m zDnURY@Y@Nd*hU(ePa_NIZ9)?`qllO^;os{&v$KC1Xa88;og!A(KfSa6Wp(|=XWe2h zyN}P6iUjgLv0N%Ksb@0zpYFmwp{SS5?d1vBTt1u2=kWymf8SgF@A+4ZQYq7@RT_<2 zrRdXW6>aj3P8n!1SHUu2jF0kb^?Ul0uZqvu>mC3frJ_WUjeC2 zhSbG@m{_o}1Z=4WTG2oY8f>WqYm-4tEKr{WVl%*&atNUYB-Vp%%>b1EPzWG}05Hf9 zMw?kDV={}mw3{)nlMd}-LRd^|R@ZzU=d_69+}m-nxAU}^`=XEYTGIPc#&?nOU8MpK zg*Z$hiC4+f)rvx`qExFyXjCSoXwcN_)YV!wN~b~^)PLAnwN8!x2avpoJfV+yvUdrj2$?ciJWliIBjp1}z z^>jc@i)sG1h6XU(0mkq6N(u=uWj2xk5*}!&Gj*Kd>wuP80EaOxQ{@>N+EhKRsd{EZ z)slL|x`v9aSfq)a;i`_|(N~C=CzLu53NGc>uU`xzjM`Gr!>E%A|9^zf24qsLM68ud z^eVZmzFviIm9-L-tRC2`J*raswascEY>R_s0+W49!CxqY#nLkx6G zC;%V;OO}|&$9-*SuIg?aCdU1;E%0bE_-?oqhHmY=-?c0JsK1ZUDdy0CF7wuYuqR(6r+TfdoULF%Yv1h*d5K ztp&~7AQlt|$OO$g0VoLoYC*6P3XKJTFq_HvXC6sTr}GY9C%^UU_~Ot18LLVy?RoW` z_1KmD+MRyqN!y+Kq#HN8KfPhTeNH%ks&3QT>LvDBW2Z)rorya8B=+!?M>GD~4*+`r z;HWtyV5;pibIbh@a6JUF&&>MKv?U?OZ=pCiId`Y@y0dMvM>4t?} z4zq|eCbmx)$6Mnd+P9LubgFQ}lHRrRd)7}Dom3@XilMyppS4LY4#u2A+#6=Lzf`r!Td{2x5Oe*ID^ z!c6w>N7IChy*E@BcitVG}b6OC`u|p)>^Hh7 zmfNY}cJ&L`145RL-KOho)pZd1x%2@ZV}M1{Gn)0?M5CZ{pqD3$M1LNl zyA0~D0NM+n_LhbI=~UetdtLBpW3Iaq7B*C!VnnA5Vp5FQd?O}pxF&rVmp6<_8fr)% zu1^^$a5eteW^`XZ7;(~w3>uEPJos(hfZy)nkduSq=lUbh4i|kM^gp0|IYIM$tl{l6 z{i`v0muZG?D+aTihf6&B{q`6WZVtv=8}!|!{3FCKx5POf7_PR6oBdf@rnftlB)Tg&9 zhy(LwSAOH8LV8VYVt-_=U_LsOg9zkS`mxG>@DKq!_)kv74^zftg%2C%(^K)CRq&aX z_N2S`6RXILp7yFM*R{LQom26nyU?w(;0w3HyQ|;}5Al)1p=O{pOpKb2H2GqbN(H4tMMG$r=-(O|TFpTHPH03aX>cXI zQqzG_nY1#PnqtahR8wK5%tksw+ksZo5E>d>MXOZN5sG%0qODxjR<5DIrGz4l=>gT+ zj%rizBLiUyax^(;74p_xB_UUi&ruSKRpfGIYqp{#Q-Mua;BzFXAbCxsfrjq?K?>>HD?8Nj~YItc$^Y)l@+W$Nm(^o>Q@mP%a< zY@i{B7kZQOZav}SW|GG~()YtuzvIlH3*Aw-dXk;{suLBcEHye^TKtV2e}|v>f}8k& z8-Irve@~eFT%O}5EA&^C#Hg#%wCEfSJV9L=tS=4JA)I^RH++bs+s}~ zGEg{bf-enph82jJrD8L+SlY{Oq{q!+GViW9s*JG~XX;zTH-RyRQCu zU7z9IpZZ-H=c>*1Q>A`UB)BN!T%%p`~U!?UA#;Vi$%M*{#?Dt zYyOmX({0~PwFz8o8@zbhi^=A9$D7?5XL)H1_<8Z%lFOGfPM(e5e z^Q=BjhI&jlcbjVVX^MsSeB0EWj()2bAF%{C1K<%GOWzfXUFX_HEuWL&xa8+_%jSF6 z3-@fz+iuT}jxD|UD1Fz~;-mXf_Z}b~-b3EHUV6}}WRpYjnnm#48?e_eFr6Q@o;uQU zbPwjh_OOLBl9$cjRQ+|JGMN3P`bT4(d(9Z%(01BJ}dv^uJX%AqSh~T zn=|3-oN-@fTD#7$@n1Cg^K`4|m4E%1H^Fl<7(3T0aULXf*`!h@NAH>AJmyZ#+Pd0v z=9v6F8$Zn)|8hJSyl7g~in&EQc5%a!iuUab1c0=0&~R%Y)CTg|0(@fyKC^^=v^Be9 zWA$8S)-4vtUI|9y>mwX zBCyE8ENecHWd|u+X#;n(EM5eZtsdWSVpaKin~D`?>3;!9Gl9Zo7O*X2>dr22dUO!? z;ymioX8&1`PgYQ$3Fd+0py88%y7l9T$LBDf?-3-v=Vf>ba{YKIpIQF58SW=Iu`k&P z@A&0my#+tJ3Vdqf-7x9l^#xJz;7_oOpxjswWOBfN|GMRG@kGR5$uYC{FNrU;M9A)xYFt8$v*DL7an4wl@CNXHgO zVX^`%lRYwhuDv}z^}!D4<6Y+Ww_4oaVV?SV8#?-A;n#IJUzRrKeeT8=GH^Mh!jHwC z+v*cXqCg8;W zn4y=@)hq-L>n&>W7m}j-h*1(!qL`d2rRJ-;s|78wjO;7)tmDkQ6Mf`(B^xUu=ZMH@ zVtT2Z-6-$D%2-%At5McnC;i=PChtV>ngV+pe~8;t1UTQ`T5n-%QWwg%HT3~8{Y873 zFBKL{uLxzp!e|wtw9;@|c~oQikDI$UT->?k*vi?CGsf6i1Cj4f_q8S9VlHA6@AeY1 zSh!SHa|VZy&1)-?nGztIr0nKD_^glBtQL_P;%-LWunxOrmH%OJXXyi0-B%GYQQ3(U z(<(*OGGSYuxV=bBE0r-|QbvV@Q7&PYNSVcQW~rj9Ov!?&dn!bvL{V!*A0m8v=+R@=f5Ks zekK%rAr*ch$Btw4rfCKbJ}OSq4Txm2Bex3MgW-i+v`H1&2;_&rQMw@dgp zJCpudBA)C|Y-68L@po+Ff5m4q6E!nsHY)m*a*0|l)5v9Ng~>b9s8o8L-eh?FoQ-ry&z41(j9!c3NFCnZjTpFgS%$ zY0&F*THPOmMlO~02}InE&Q21ktGTJW7TE#IY0r%#XU9?s66nQAwEQ?yW+X8^tSu{| zEi;^!6UoerV&q29vO}p^!IbnsYDz#`N&q3jn-J}Z4RA%eUXS0u@X1Wz7e@AxOCbA)SHL?1dDp2iqP)x?CXCdyw|)K<^Ex@D4=!3RHfuR==~%Ttg!_F^12!1w{x*0m)zi{~Hy8ic5`rl0+cso{i z1EM(%kv+23exIWEvX;L9q@QLOo4iMXMQ8`6CG{Mp8D6#w{6%oIVm_uKx^(U)tzGmh?Ub)bR&~iIKx?sm8`{L&$4N zPh09HfU(7#b8U?5i{nVvC1Zk7sg8mm7IRJ|EMyfh-78XJC3BTAI;h`lI~>8avFx69mPBvZv8ewi5j9O43yo{`)?kKIWnAba3pJ& z&U1$B4lv+tH4^JMl6`cf=*)20xe?@z;o1j-1xNbh)(qw!(D>S^KaMd3F6obTGG?9~ z&N@Gmb$Tf4)KLD#QN)wM)U)h^mKx95#`xv^VM~Xj))^x=8Dq8$C+s$aZP5BJ*F~<^ zNA1$M&+7j)PWu2Dh_WB8+&-GObtG%kaN1U5{5E~~GDFyM-Ou?7&qWlec zjBVeCv6Njv*KR2L1cYU?Cj50@W0SB5vxng>h9z8^zpb-0bec>$|ZerneC~R3_-Qwk#mgmOa(T3@&%aOjNGQ0-;~nkg?BlREb+e|Lz!?*yQUNLjpixZuitVic zsTRQI0d+Z$Ry35@WC{{&tN>c8fff{iEr!&kK(R?6IvPZ$fLIuatpsa|!1_W+bplu& z306mem}C%J0>NWIVm;7?1F3kB++xz!s6>!KnZjaj>|$)}q|IkiAj~$flWx`1v6#m? z*~_}s+jE8Ab4A#5U&MJT?se|tJ?Y~;l?Xn`#Q}=GXq7BOt;p9X$~4L48tukF_VrNNeMUq;c zr2ZY@s8NI|WdRE5SB3PALh?+}_e3s!EEQds2+v7H$0UM%V!o4zw?oX^Dem1W>|Mp@ zEaP+52sj&hSxdOA864JhHp`a7n#}GT&*_-J?X+bv&AR9SiwJU%hD8I7XtM^CIkw8S4l%nCz7&TpZdaXji; zTdiw*V`Mk2kx43R$EMR;@_O1)Dy95ieM0=dF$%d@BNuDsEM{vBi`>*vP^fNh{`KpZ z=GU*mU!%GXy5OCUXv=No(yOXfS2bH68qUAhAAiw*`JMWxvt-*9`syQ;GY?vwU0a^I zw!Qe=iD>_xfvx$Wdrr2X!UxhrC(+a=6fUB34a=Fo|Z8H>y3*k@Z$%dwbNGh-!T z=^lpDW#NY)O);iBG%d&JT=&nY(j}{^#*c{up`H-PGthL;(hVDnMP}xcK*(eWWTqK( z0R;3rVaG1@B$fH5K3G-s!mF9->M05N73@epVR08{}$ z3jpAOG34>Hnyn{P0zfeU!~j6Z#Oc+So);av6}f6x^Bb@B*Iu;;t}Gk*nmGaBItcW*l~w-5yP4;m^DjNha5@t*cWL-vi^J^fqnEFbT(&93!70~qKl#Ro zw)>we*Y8iUv(KGxPuspn@%n9lc(frrMHiJjm|JB`Djo7oQlGxXv$7RgSapvv@3gUG zSetVe&eopaE8Vw-I$>Pbgz>_q^J#O&H%_#|Sz0qDO`^}7NVEVtCXMT{w`-gK7ir$? zx@oqJYnQiNJHm($&?w}l2uCc5&0y5R;g$LMICPChsnRG^I?ljh2zGS~aDEW|@(I48NYL3K>0q$%SP`8hrITcYS}C?n z%W5+SdJGcYfRt|#a*Tp*eK$$ZA`fzY<1ju`$87Frkp}pkhHkQ1t%Cw&I(%@Qtq6MO*q= zUlZS7pQCFk9PGvov{m=F*BRN=Awk!Wm^&os8s^f5NtHwCZ;i>fhHyzExZL6T#L=d# zVSK?zJ7TmGJIZPqA(xGoxefYCyG(t*zogFm(peA_bQv$fxAoxy#r-gQC0*Gj{W zjfQu#^j{VXMxWC9ZW&CuW%#za-*?kc-m{_P#{;2f^q!mgW3Os|o;3I$9!R*Q3%{Tb zyQ~d5sR=lua9gKvTch;cq4d}#_1Gf~y&+A0BTRTJ!{qc4>v*W#z7~wIrACND^XlOp zr73iDRYO`ro!`5}d#4V~o9Hmfa^-ZJrIW1}PPAG$(Q4&1n*)o-on1Ti@QTT&9H)Og z?%;K4>GunEVRzQFL_7B)y!n{$9%MMLE>6^#BE+WmwdD7;6!f(gi3x=wY#OgRf{h67 z$oZ*|}==&NnkF}D|&f7#y@dYu^ifSUHIGw)+p{-^Ge z?_6Xk4;9X-@E4%M_*J38>QF8+NMN$h!a0Z_L3KE*><1SSz=8SolzMV2eAp$PtnzO> zL||9`M_TH0X4YFyxfiSOGppF0Ulqtl_;bsAx^h4E{O&1Z6}j^e{ybzL7vU$wg!3_B zf|>|!RZwrGKOYs`iwx!?g8Ar3J}R7B{!LIF&Z`RTMMVfqMP|YL>IhzSq^LHUj|}dG z{}f`P#Mop}U91ojF2*KFTQeot6agkyR1+vJ4k_j=M6?S6LdSMW^-G7Z@4}wACpFRBV4uvc4u+jf_*mV^pX#O=F1`57!dl zn$`+!Q?VXfsKXX&aiw}ZOix7gH{ zc1(WPNpWMV{>2Hk`xR~ALv7S^MZ^$K*DRwXr8Gsx z)V=-ezt-;ivZ!P`DW?BW#nFKp} zsQCEd?r-1gE+596+STUcoq6b_*Mixx%jPCKE-u)+CEsa%)~bbN>y{L*UVz-at;6MQ z-JZP_4)e+9PB-4Tn7?yf(&`1_c9Y#FTRgW0-%m0NTRJQK;C957GwF^COSZ45zp%gM z)}>C5uZ(BU>JA-jyLF9v{{ijZ6Wqm%C7V~fkAo&V%t4+%R(<+V?2=gtE0@;YyqS>*AOort~+%oXaW#03CP>9)OVq+``od9 z3+8w&oRP47W#QRhl|SbiI4 z_SO>e#@6iNSjdC%kTn;&1JPJIyR#YhJt*n!ON!ZJk(i zdP(E;O%0C@G`zf6bA4yXT$6X^I}Y;23K}vVf?8%nJ?p@Hu#w|^MUd*wOLOl{a^-|Q z>hL_>6ZNDc{4qECJGaQ6TkMNV_CzK8s7mmKCw?nV{Fa;OiA?hQ?_av86;h>4Bp36< zydG0>quww$IQYjqGZ+jSjYjo*6jB+lhuPiU!f38(Z-CPpVdUCEJTki#k&Q=WHo;Pw zV9CvuDR@L`eNj|Zx?f3*Yr@A9&-dHh-){C`JM`LGAmH(`hNRntK6^{PZ7K0wlj*vh zfev9dgv0$06u7NMg`I58dfJlms3!7ieZq~Flxz6(JM^-*l)@Jsh;MX+4+Y^(L;PSO ze|A&{_cn$myj)Toa6!dy<_2WPSe~rO`(+gb6SeIxYCX?U*yMi z@8<#^rUCBu)>R%C`dTx&wW&P~$s$6jkWwY<#tNA=eH@~kOO~-oDnW-<%F!u!1{Hrm zE$mnF^|BtFjAf88^+LRm7{{%3Vo-oRR;30X~iLLZaQs0xpw)sxwcMrHn%oTMyGrr z=R8P%^5!i;b7|v`9Js7kh6V)KYA+}&M5JR~?I5H|vWgt$8dLca;!d%y2FXXgB~_xbiG?>+ad zS+mG643jmJm20lwuU^*CAm`O-#bk29tC&keP~SK4kS`R>5+xU<>8e-pYc%{i1s5Zs z7m8{5Qfh&mUMOdmsN2fb9SC(NTGNTq@?a`Xp`4X1r)S8h@!c&EqLxG{C0X1O(@pv% zZvEAce8ecY(p4YO-I^eyHMPWth5EsS1tI)4 z<-eGi>+PQ7Jv#25%h%J8fMek2!{En#fX@NI|BOp*(iv*`OJd=R=6r8r{ySp+ds4w$ za?x92_QRH(hs5mrr0jdd%sWk~w;B?!*2EsGiadx4*-`m@BRqHuJlLZ$cmw>~R#fN# zT=WS-!uk62Tg2SQlwxl>%!i5eC+0mv{X9X;_GF{KbW{g-H-(z63=eP}rKf1_ToOU-5MHk0BB%sdul&2ew>;kS~GMQ$XiAP<9hkKZj`FjMM;eK#sq^9AiKlZE*amEHeIZ$%6FL|}a$EEj+i!Ec-K-Lyp z-p>A#Q~lK+`s;iLiq6`ycK63@umnu+`Q)tiag)7r*L+*tkN4@PruS15Y;}HC#2w|c z(cG;-*I|hGCPe#lv#sc2PuTLlgiW?IkN&9HmXOir*d=}N+dV~B%uyS3ABI|zH}~W2 z_95={V;)#B&-iV?uPn&ty~yXisHZ)!dp7h#jsH6NwULG|%X=dC7(!N= zBG&!R-_xJAu0M4{f98(<%zd`X8#ernzRG!+u0a6#~kI+n|9oq zb=H<~)Rw-#Kl5N;(M4Y1V?3-$dwLRg7(-VYBi5M` zwwu2%=?flbyboA{M)#L2?$24*pR=&!MK^ z;l0swCEjBj{|3lQ9jR*p`SX#zc?Zmyhs{YlO$j^n@gA!16@ri*yvPToj$c^?CM{<+!4?CmT*_o6@ma_hdo&8x3Lu}7!{0B9Y@Ywck zWB&&oleGWSNjvACY1-gLo{Zn25Om3f0)<$llFQU~cBWJ+?dhu;wOTHfb@KULU0ni! zpu4+UED}j1GKp07Uwaq-YyLI=o6+l3I<4HGSLtn0#I84 zDiNSIfJ8VH83*DrA;c=M0RzC(0c0vzT>!00hoB=M@L;ea2vQUPB2plzY)E+uSdjo! z`~=}45ZE^m76#&T!D<-Tj0GvRAf*9lse`mO01Ps;jrn&wdl#3nj7f2!*4uL(nJoa1 zF{+EZYY?2B6SN)e?l>#ydMNICAnCd-7d}yleN@u#YFUI5k08#RTy<;25o^sn`zV}=+&`W zb-Y%Upj9R5R0(=@qE_)!Eq||8cxhywYU%yK?z4v~>2-zpxJzrV2O~wP{^O#)jq?H&v-*Sd80bp#&))i?BI;-;0$eJL%2+kMX|5l>>~pd;vhR~ z1W0vYb2V5`00|hN8Uxm0fjTT$g9d8QKpon-8aciiKC7y9A-Z@8zS5%}wYwQ}q#1jW zgnLY_31&9u{r>%%Lyi-+)k^pjwL<*geM9`89lcnjkxTTQZN}zCJ*=cXH@gFaFj8o? z-!=`m#e~XJe-4tLd9GS{SvBdfasDO!;w!pE7qlxcXt!TA9=xmAeUpFTiQsi0*Ef{q z`-A&Fg!S}u`x8IOyHJ@=WastQ-B-QZ&w7?k+l1bBy#Cfx*#47+%hu)1URpeNC4S@H z>K#W2oA#H^UEh5E0m(0{y9n2jQc!#KUcsmlh|xoT0>DQAd<=kBLGS_;*gwi~$GDN} z+(s-JK4hAc!wP30<;LRLuuExomgYTJgz?>3A8}nsEYt9tL(X|za0jlAbGR@TdVVbA z@$}*0s~2n4 z9ao;y4xYs?+t#q>WWkbkHEXuC?>(fs@7WU?XU#6}E5Y_8754qi9{5$z^D$aJf2|k* zBp|>8AZ-AItoj=ySbKF?=sL@16XS%BkXT%z|47yR z*Ze0(DwQhaash+eL19oac(GC=Zs%vkBt-ZJB)@u@=JT3USKUn`ch=VmNR8@trly0T zVYO(RXj71z_&Y-lPq(W_0|Rx_vBM5{Iu;YKpXLaQ>jz|7UD zhVl=(VsCwAa1R-6Wj9#q1Pig!++5k$LG9~g_Vek#yLkiMoPKtr4U^u7j_<3@w6SY! z6pW2Uu+b29!t$o9&?_5|qj9@ZbabpRgHU!QFwSM*a50}UAi z@BmxULtDl<+po>GPviTagVsl&^)}dZ1?;&1TFwFHQ=sJ-#CRMq9fKH-LkyvSvK$kGNosKG_?x z-x`0-mjBW6dA0fVl%BVftgrs+c{8Wy>vpT(Hp|Dgeg13BFUI!17;Sp!WVj1hUXAPf zwz@C;fHnMp`Q-%5i&54uYs^6#E&dw}&)m#kSM{adw}hWDhaNJ0-`|t+pf~$jPsXF( z9Pgf#2d3mZro@}(cTwOUkI*>XaACl$Y{se_467q&!YqRV*hG zWX;v$dW;ZXDQd!VDhu#opITzRCfqoFb@j|O6NfHvcbV@#be_BOf-%l>+=eV1&JY*yfo~_%H+o$qZLhNh{8{SnB(4P0Uv+z?F z;(J%cSANOo_LBF!g17BOK5a$5-28VPWxfJLP!}wyqxe%t;RgXcsI$bMUm769gm$4q zyD?!xYVky`P~qK!8k!WJD8|Q&@NtrwIC(>c z5Et8t2)2W;nq)~$q6ixyCdAn>S$&$gCP`M4Bqqd3>(k}LTvMgoNUPK`(ME2ShFxXosMELA*a??C__4y!R%6%A zsBkR;u3*k~OKt>@tMOt_9wY40ziBeYDko`u%ZU^=S3@=VV{8dxYD9j>EQ+WX4} zqaC%BGIdLlo`KY{uqtx79otc11_nyin6Io$m7pV)^%)vczN#r(P0Ui&CMYox#^zir z4Q-(zdKlOqPJM5Ci?zMg!mKfoQRbFPOAE~0RAQ;kFjd9tQ88vhij{#kQt+l0xUsq1 z)Ld#NRT!FJ24bbLvBW^gG$3P*g@Lkfm)k!aQWSpH)}-r*<@y$sz6q`&6lhSX>e3(5 zlvlzZcle*L3xjVf;$JCJeAQV2n%p1K7=K>yb773HEae;j$6LXVSJKE=#)2?CEJ;%m zqbiD0=0zy-!ezO?WEmmdv7b7_-tvFE>j-|s3wqA=z2D}2gZ1p1;QMQ7*t@R4=RBXs zU7wx`yf5<}9u>U2F801IczRmr|4`v|Npb&z;>i`wmBSqiC(zsgx*Nb-I#zRJUB}UtOk50HBI*)w)=ffm_0Lh+04N4 zLxaW+i<_D|_<>^6R&R8`sNsY(Q;US~hQD@zmkXTbGcI@5o#{ zA!UY3!K#Uf1DgV;x%p3WeLvncY|WC?-P^-fEll0NGwZ~WyhF#cx3B*^+3kiC_-33- z@VxQc6qO-R%fc3o5l^9ud zV*fV)NFD}_8w!Sx1{3~r4IBY^H4^%1;;_5Jz$YUiPbNYiPjcSp0zEzydU6=#;p9=l zizh!D=k(m&A!OQ+Uo(dIy94>_CpX{O*LY)l(F*6%#gP2@K*`Dx^;h+k z)vV7CaOc+|4^A%j7>3wCgLH3i{mq@#H?~&Y+*$khG~x2rh?y>4Lx2yi;3pTzuMuF; zWJu$-iEURG^PX%KhCdXh`p8P7gi%kJFL(03Utot^>&*NlC=BYz^=0G+pkjRBv0v*7 zV-R`au)J_=Mp$)z{D1P(i(aQuDx4=!6Y!XA zt@W%%9JQvBUIQan6*i-D$oK*hDzmX7u^Expj7V#&OePeDBh&ng!k>jd-g;;AkZbFq zSJy!9csQ1a9WC(Rm-T9W`m1FbUUNSmcKUk$ufzwllOMR{c)J(*%teK4z=UmXNIF^{ zf2=0ya(8pOn3~5YeCHtFQ(+&-z4^P1&7|MPeF?p5s~hX4R8fK*94P9mro&QhrxMZdXGV9~aL?gveM( zITtVI*2&vRiY~H2&NIl{^)jwW$ularCOKCxVVY!2lZ>Wqs}SM?IoX-kc;w5(0V^*doJL?%U(UTGNkQ#ik#rH7g{`!g= zi|FwuLLY29xo-WzCDT_=a@{v~#HVws__fiTs!)326H?kOE_lu3v_hYH-Hq-QBv2syn>!7kNyRjGIgIj2<0E|Iaz6kM39 z1FPvG=(;f4E{ukc)wIJ^+)_C+Pe#v_(Q}l{LJ1{N+!`+-r%5Pj5_-0TSs-PVNti{l zc9gswtFSL#*-@?NASn2?YJRPZixabuA{JcC#VNX)WGon^{9|j;D+bJuR{4dE`o=_k zYp;#QN1O{k4W!+LW<45~^=M4W%@N5rhZnq>Uh!okImeTj>(!d?MK187m3-jh!@G!C zJVG3!!oMZ^VQbp8meebaaVHz1kB}12wxr*tm%L>mzHm`r+R$HF<-VvdTT0*0EqXt* z)Ng*_hv~U5C#F3b9d=5V5ObdqGw+hJ z?vb+YHm2UJPrP0mcd~&{ze0zN&8z053j^Q;X3mVg! zlF#6Ot!zm&r5!`IQPRE zc*yqBuN!{cUGQ+1yU&Gr$kY$5xI9KPrh`rt@R-65uBh`Lm1lBMmr^oVb|$lbTk_A9 zXa9WE4pyH1k>o(U4=VVERIkb`&7*grJrK{JQ}4G>F{_G@b`JPa)(R zAoVts`2e6^gV0X`T^Av;yMX!`p!asrdpjAQLkv#`*_jt;@B)lppv4=Mor929K{}3u zvTKmixu6#SFfO_Er|vQP{cU{UY`j0*@@#_9bEGwPku7UVZw#dO2h{Ko(7hdML+u_w z>>GgZ8z|j9P_%6zXH$RT;-0S~dp?gCNLD7Mx8w>VBPxU7oG0;~1L?1pw^?tPQrVDEiAbz>nR(i2NWrr06FOrQU*162Lw=+!C?T6thVm zGF9_snEI2G$_FZc?>p(AJ$``3-ObYFgDVs~Aoq!}wF;>9g>qLv0xYomzLB&IZp zsYDT#D58jJ8u@3fB0xKs+^A7})hdIv>JXhe+MrI*Ym)SuOr0iQrzzCyN)2{x3S%-< z8})dD9;Mg84SJ+rk22^nMm<5V$LsCat9806tq!fzp>#ToRs++jGgOKQh4h7W&%v6ot@Fh0F4SzT0ttw4tFTE(CQorIuRrk zg0&S8Ob!Gd3xS10N`t}j?~sbGVEzY4)*DFScd#S^%>51)1VKvt!4iK+@n^8)3ltFt z5=y{E6wrc)v=G3iDxjqnU{YM$7>k+Y)ok(%ItkK*0a~ySdb1rWb+8wAw(aWTZsc

nDI(3Rx9j8^MEhi-{nGATlJ2cy;d+r^jYzmw*tuNLF|Dg( za#zQ!PTtsd4$#SU>1=cF;0|eLgFGhK#sawv;14@vQvoI!pbh?qTbu3PSyK(rKmcnn zKott8K>@WG(7tG(77f%O$5kWdRKXTt%a>Kb)>gwk8c_R**mKS38!fnZjJg;ByY=^P zvs6G4@meKA{e`++cPNPa-6nCibI8|wdGChL@%<298+xpw6DJ@pqdu%v< zUA^O~cH150^i$d;=XCQ=8%FI{joPhUe_giyx^(+>$)y+FfiWFHk;0fXp3e`_=ZN-) zA9-gz1t%YJS07_c-^N(5OSJE1{j@z*9>;5Mc_9v*%~`rRf2jw4&vERILuqrDl`r3c z-*BjQ_hIy&6D==3aKC)do;*Jb0>nb00RZq0gxm+f`vCA53S4s^vU-H8$LJAmmoiQ)P|m==K3i(goezpWkVe1fZ#k3Iu~$S2mo(pO&6o# zH6h`_i~oM%0(}4h?}7GT`v?FZK!Cd-co_gr1HefLi*~>kNVl} z_pascwd$Qakjs};Etpp~eHz}~E!Po@1Hf3MRKqv(I9RNN9K>4OEbU%j z>2aLA?P&eJQ^@s)$S3azuRoL>JZpOG(+@*iVc0$-zV~Z--_M)@OiO=qk#5Ug%?Kxn zGawlbsAjlI=1fqoox>kLwA~RxgFxDcyJ+T5?4Ib-<_ztgGKN2Wc#}JbfB+~EiXQG# zIeI8=+Qf#9f7k5ZjNG-Q<&C$3*82PRZ$SmD9*N?jk*cP886K-)add40WligU_xt)^ z^Z$-fYcx8YR>0=*=`0$PW>l(B8Tmha{A1s|jJ$oeE+<9a+R7;_;WgAM+F5!5U&A8n z81))rg`QevY^NLAs3sw|S0*qEIHpeOAUJC=v57sxwmy}#S0=EC+D&{)kAT%DU|J|> zV^yLam)J`~TPR2)sZ`%wW~5YE`4mGd(m<>*Gi&t@(^ zBpaz@fK)g@tF)oM4kVu#2%OOW2C#Vz?fbF0FXKU9Nsz6za)8&=Pl4MAakhe|wzRVY zVXJK)$5_1`dmjM3Hz1bl(4I?R&w0>t8e%*SH6DSO4uHl(fbke$x(Jx=x|+QvTl}|K zqptR5z3#6{wBZu_%7Xgy-}M)Nwj#p&8%u1p1vYHFHR(}b!nNM$^F8m@^?Y2}6R_5n zcGntxPX7S3c)43%Of-9sG5W6UNw{JS-rM(ixy5Tj&lAx63~GGfV0q}!`)*uc;DVkn zt9wIto8QhhdJgY-zrgZkqa}Dx&#yy0Q73z2ZuBPH>P>ynll`=>)W5GXu&4BMZ~51r zvd=wvFD;o*O}TGP1@Fx1p2qkaruZwSgd4hq`Mkt!CmlR zPQeFex+f|8D$aLzx!3Bvo74QZ4c$5xe6Y$j`Q}1w;E9&Fd#!PIxOuNwSueQxJ{{!& zofQE>^e+J_tPA$Nt1?7{ixlBvMEH0qK30ef?Lz$!qJIhyKX_$d_@$rQi$4iq--L+J zuF7wngMp15#XjxDKJA4*+=BO=<)1rCefcFHdBuM11-|XYz8yurot5A1Yz`SBM22=E zL%Ok{U5H=->PL4~w4^GASK=$dM2N95VtkwkA1B286yqXf^=XpY#BO}7ye>^rliXbu zFRF@@H)TodQzg~$c9pC)Syq=SCM2kc*^-(>X>F>CSfFmnliQ86G*xrHv?f*2l%;Md zkv62s8#9!|LS=KVvMEE=Qmi26DVuXNmkP)kE-s1=Hq5)G|VNvTxPDix$+Ee)<^ zAnfI3G`mNpZY@?(%XJ*Aj#Z^&nnOALSBk0-&k9KDbp`pVKY@DI3TFXGI z?XR)3Gb6W3&qnK*2rUg}uPvk6@toeC^a$6{V0t>-$VTf~NG+vYM@Q(`I4uLEv4bSTjSY{zrm>UZXRq;ktTu)=3fr2&D@n$C8LPc08Ff*yl z&{%G4h8b$|^_XNmI>~@c*27{g_&j41Lf4AXkx}{O%EIrG7;nyp zi{uBp$#)Mj9-U>}JJ5V|MakR|x#I!Y-=k`_%tJ08UoZhuHhltT)P1rmgzkV8i!_2zf3+i^vtzI*^W#{tNJ!{&|9-^P#$UeEAabi2? z%1-L;1-xC0ncJ3i9rfrwwW2ZINA8YrIpGXBJF>$t-D}B@?{)qBNq+j6boB)3;?agP2g^1ruDf<#5Es+>_*v!pbyd4|2D%UN zh62Ge#@Af9mbGb5{`O6=OJ`SKyVCmTR@TzFSxe>;PamnE*+n- zbRz!3Zo=hbKI4XZjdXZB*16!~>AVw%e=eM!eQ00a$>T8|%hI=R$XYY^oxAfTN5Ffm zv)|O=pJ$GYTsH0N{7J7SkNP@y+_Q16p6<@i#=82<8Wpx;didh0-{(wB+q5)g)57c( zlgigkDqT0ebk(@{IU~MJa10#p5HP_pY1N#(ZL7acca5Fyk~DLq???c4cvIUqzxtDh zgP}l-3nbhHK(C&X{r4z;SKx)4^QUPeJVyau?vVRqAs^?AJT(G($OUqI81&Q#hbI$U zo{t;y)E(+S$th@(=1o(NWtrI@%P=5y%%utQ9@D{ z2kpzGY#9>99{MbZBQwDW6f*#lZ7Pl`^qhy-??>QYuc??wL2GGeV?k$K2B+)`Io-3PI(pCrt5>u)YeaOt zqTQ_RGRQf4FBMA%lwy{)8oF=_a;l&@u)85t$t+ND3l*F^1v5*=NKK9p@LhapeKo&KZ+XPiJN_8l^; zm_<}RGNAOs3SmvSK}1sX@bZ>4VeKbr(+@c%LCMZj^GZ~0B`R*Qik>BHiIGrKRP88r z2TsW;l`->`oKhthq2yM|Sw&J>mXw*V;2;%kI5`h5Y@M6S@ia)1xYUYeV9p z`uKy*DaY6)5117%IrtC(DYLUVqoXd7i3z8`0$WRc$z^`DvJb?}Tg0rJ#LQa_DOc(e zE>_1J$4BjghioYIUr`aX79V@AIrAwc|2ezTpI+)m%y~l0yiSNdi1@yxB6v$<_H7<6 zm_zu<#(ig^gBZvldZj-Z=G#)}g$~=tBLsGmlG!LR{ryLhS*3--v|QBvd-H3DH4o>T072J2+xHJL{BncmBa=3b8;nnAxb7i|v-#zaz8%g`NFJ zV535(R_WEM|6pfEgB`E`sXY7Ro!P%}S17s#A`X{FV{nKRdTk>Ki6tPg1bkiNf8Api zz+iA2iInQPW-Or&j;-c*bq^MunRHsabf#9Si)Q9TF|xy{SwAURp_KGca@r44;x}S!KtqHt;oEE2 z%bW3sRy>~WwB8ZCJQ7;86hb)y;a`Q2_X4B?V9|1i$jOkb4IukDK)nlco;tL7L78_T z%+p}kWr*xHsC)$Ko&);lp#B-Cdjc3e0Xvs@0h-=I3|^q_E`;L&<(&Z4&z#xE9Sddv z=8qG4Vs}~tR`$IA+wy9<`Q=pWuVn+7v#hazH4^9zffye{lsAFCoK*wx4Yr~+w)}Mi zIV<~<=2(9YHGcw3{^M+=rv@+&ZMY}>#Gf|Y3tQ#Q0qj#7`mqglzpw1%0P1!h?0R3$ zp}xGs*1{9I%zYNv9b4U_KJ=~u%$k8JkKgF6%Akn~za_unmj_@MZLo{Bf`hhH4_nMy zYtVe_*QMrfOHH5tQr&Yr@b@+E zri#u1iU*GBHB~CZUv%|1=Aq!xlA5_d*KxwaUv2y)KVjEtrt@oMU-YSl_;hW#Wa$H z-XdYNNLXYElOkbJ#e?3Nm_--=Np9pYMO>Dc%N27uV%{I`jAcLm6Egb)%OvgX(vE-Z z;1%BBIZw)Omv!>xf=;`XZb&r~WqfR@RH{H~7n&JMm^L1VGoME}BP|C;~1 z=J)U4W|Q7%(i@Cgy-}~%$~8*5Mp36xR1LB-v|focDF1k81$srMUY@9x{?bZ+>12@_ zd9c0gOctP1eAmlE^@^W5)laSJhgS97ppMk56Ajuly(UAaPSM1tc&!G2+v2ft%}d;91%F34pAEG9su0#q_cA%SEfNNxtm4IrrotcQV!SP&Ko zmPbKgu@G1^BtH<$dJh(V0rGvo>=%%%*O06aknE3;jQ3#fM~8H8NSYUz{Tj@B11b6f z;q9qiWCv?k{UG|+^BQ0f6z3(&?K&SQ_`F z23z6&u(N*yXM-mMld;BPs9t-3#0WKZj&<4xS$b;al1)#OqV;ftE0J&+8W&+RIDLWWe7xfa+)+L)u7h&{Qj-uw@JT7i?&_TEIgr|dCIcyg=YC( z&DtB5Jx??RTyo;E z_To#`o(H-EPZfJ^3zwdx%|Ftz_h!YqLpe)#V0WG?SiL)T+M=k*bBi}@Z#;Y^dHkf5 zapSW`yQexjB>-R?2nhs1Ul8IALT&-zeGqaR1ouFo(*VdcM~5}8!!FI3er?{Q%X6G^ zZp|-yxg+b|iqe-G;l8`;B5pFvf*Vu)H;o-R2>|9ppi3PbRsev{%;{N&FT@`?k-cqG z+@#Ur&JJM!kO+Vo0GI*-(IEI00zQXAuL8hx04QDWA&-sb2YszMdZc2-@@zM^cqk+q z0FnV91pv|pHv;<@eN67EIQxBecJ8E?JUlX$angDm7jD}7kILxL@ z-_W&cE78Rb4FGTu%maaB5QqT55GeE`0OZX1oAvNr_@WJ0og6)fjfz>k1$F#U{gJz^ zo6fZFys9|yM0@3x^~Oijv8USgmz0Z6s`lPvEIGjp_L9<07+gl9{r>&?zx&<&ulaxa7)k+bgyXfYoA|p21L`XDLCt4Z` z%|y7FNifl{z3t5=PNRv8F;j3BW{r_fFtHnZ*bRnOl#z@!lQE`-TvJ_EFCA~8;4D;p zFQ?hcZnAPn1H!icPG%p6)X#0{V>Q{>!~t2?fJ`tT=Gi(a1N16eE6mnhIM9^WU-iot zf57JJZu16u-VE)J-8XT zxdG|D0$R?4#tVS?G+;Ug7)}D_Q-JBRv-#dA^Q$>Mk!O1{UiYICt=N=-Mpz#@rXL;F zU;L>*^-h20Tug8D_1-VL`XbNweB5Grv(WZ+Q}3&JJ)YwXcOA{ohV_14 z*z<0d<;n1#4-2iob{QVH8g2l_>wx76)Z#VT_+*Unshi1bq{(|qZ`je^+!sBe$1K77 zd*Uux(;oKbzqgbI_f-7qEA#J12KOOC`w(CHD*bI0U-}B(+G-Pe8*}>7@AoHOv}So) zV=r1m4;lS77#@rX$qZ6u2gnOU6tMX2{GXz- z_^#5V+K_j7caG&hI2n0i@6mZ#I7uHSiIkh1A-rBgktINL}<5YYW)26U72uhw$qlsfPjPUrLVTt1Yd25e?U)t#L9fe$$QgL8ptpI)>#?Sjg9U` zM|4(v7hrx0(P7<$7;$y1pyI0#9xNfmNO6&!WnToSu+CDy_F_MNMNn7KmyUA(juKyP z*2|9Kk8K67+Kb-tNX`1TC?V#T5cRVg71{v{ z65(S-galb#st6q^M1+X3k>aX&ac!~)7uSu8lGUe6Yf=Q5Uy|BnadncoIzd{OBB@D{ z+gr?1Mc7DLO}w-=MN*w0uS-$Xr-=y(@`g-ROQEVULyWUyHC1DltT9W`oTF&UQMDE; ziG?ask+d#dO)Av17Ac#uHLWEYN|~yqMA=fJAeX8sWomM%hFYnhl&h!}S_aa7rL|a1 zfvG8#db=8i(zEee23F4{Xqgxt3v1+7>6l0j6J=;4Xy|Ya4X$TlwG4YmqmF~sFi<+X zK87@Lt94AQo`q6VO0_h&o&nRe6zb_PgS`z6Z(w8f^h!HWv-h3B4V)@H3$JCM)U*mc z6RBsR^-Q~ire~pzOstNMwEx+pB3)~#sy4n2CbwX@wh` z@=c9-`kDemZIQ7$S67u`Y%Dbp;RYgHN5bgIcmt(MPs8h4(fSsoh6vZz6lhV2s`4;N z>N`=?%g(pwn+`6iUON{tV`#Y>P&p2$Up%UA<;3d66Ps2|tQ-p<#{j6m0L&zyY&1~e z4wSnCs2MKARa45RI8{t_LQHqY%^iYYIIMcHJ8I5|>eW*kHq5G9;D(v%h@0k0J-opb z^O=3jgT7{t@SsP>{*8h|+ZgK>$}gXgoY*Sbx<=@+gg<+D`(!8Xc(7wKwCnHDoolD* zo?cfyIx9aoPq}BBX7>!~Y8UY$K(=+9?(Qzt+e>2qXTpF0Vc?gVoh$PvI;D?wN*U`I z;pXsQ2oN-Nbjs@KG4tF4M*=Tgz{^gM(?jg+Y(Ero7z&(sf!-YILeCC!c|B{U_x$lccde~{`Jvk9 zBO@vXcKKS-uDu_}yLu0YK63{ACJakmI@QM=^d0B)X~xJq6GrWJgzj*3*bD$Zi{|^y zoBe!@!;h)MnjhV2xO=1N_NCT$uhEw-rmmS^ars2!XTPW|%Oh7#&)>5udGVyujSEm) zmz8f>(e?E^`^{VY_Klb|i}IJwOe{J@xuc(t1idGWZg_G#b;p|cRdaI=>`L3W_t)wb>08!?Eu0oMd%WMo;Wu3& z-eX(>XN>flGUAE5llKIdx08pypE~TWyYnM=XP?>bAxoxwoZ`=bNV(8`fK_y{GrYDJ2ytV zg3&{Ph@k*t*`(Cz!+cx;|G!2C&KZ4Y82E9LqxWPd|M_kgMmijH1rH5{9&v%*b$5C? z&iTn`N3YS4w__k-(_D)^W>H>V=6t?ab$DLIT%dR^Sn4qfb9p)HrU&xY?uLNp^tgcP z_t$aHPUAd}*Lz>8e{!MW`Y!zWwaD{pD=%zCo?aF?dx)nKc+U~^8v#ie1I?T4P&U({ z%g?ShF;tJP_>3W>OjP2-SiS&bNK zO*zfpcUIhrE282{TQK=ehzt@cqZyG_Uy+E*2|*+NZH2a$`YO3NI^2&| z`n(yqsFm)l%L~DrrMUP;ph=ji!(gRo8~AgDU9IzgS1TdHK|E85BwoDwBF zSIsNa@G4Y{3=OwX&PbM$LzRqpH9J|wh!fR65mle(iFvoK;dR>s9knUzu|LfuuX72<@X z3~I*hEYD%}@n;O}1igr=q!tSCpE^+Y`4yKsFrL!Z1Zh)LH`ceU;95)M=9c8+N>+(p zOj8S*6dZ(-U8ZcSkh4o=^c*R>RKdglTjnIMO5TQ*adC2PmHpUO^#`TNd3JWD<~J$W za2EU(z1+K<5Xx_iWuZPb=iMdc-J_Oz(_rtIa9?Jn9~bqFi}-*E-W+|=DdwDG^jXK4 zbB=MB9Fwj(C0}>W_Z(UHVsy#tv6X&PkO2#@-Z{oa|F$qU8Hm|IZs5+ar@eEz8%epT}=tB(kJzCdut;%HYM(*72P1E z9w%p-$D$}0OM^4+XLEm0+4$;i>?oE-3aJjx>TQ zw)E3|G28nhmRml!m}3_9li&0;zPDDt=_UB|;J#R}pUfzqUi|;X-g^c$*{^%s*A+V0 zdvCYB_uhN&9Ys+=6crUvv5R7%SU{xr-a82)ga8Qv0)bQ#LJA3__X?!=OmMBW*ZX0= zAD+Et_VeLB=bUSp48t|Uj|MATjX6gxwSE@lLo>|N3ggO8 z8jB8^^7fi@_L(wv=);%k!`JHLcJwFg(MN9|h~93D+ABu)YVD@3l3U} z4_b;(m?|!s3$L4tJS?yW7PyzC*3(qwF1<6d?;0TSAE|h~Q1x-OE@6Lv*2(^?i-v5s zfxPPjIhO_tuKupR*W*4HGYe>23h6s%+y7;PF=4GK{g5GffB(;Qx^Ih>Z>H(KtQd@4 zIPekd|7fGS2dG|-HD}H@L{8TJn5FxVjS4x8Zj z&DjU_p^J@$SB>>SM(j6zhMUmKL2?rm-39w@fj#aJ_H~eQ9nx@ZZ1bb7osoBWCBOPm zxqK{~-&!ZYTkSJ`M{^&cnNP$CNUcIrn~;RJ;xlTyfJzWrr8CkWd?ut*1w+g4>f|#z z`3!4pqkz$6-ER6nz}Y`6GseG>GNy>l`WHL<^Pqsm6mpniE?e5$D-{UkVzEpt9Rg=o zcBYicg}rLGp8syNR;gL5)hab=sYa{r?;lVr zdKHp3g`{37MJUBkm9_5-rk0kerNtUazFLy4mLw^~KNO;`3M&Q*m5V+q#9vgBZz{)?tJJD0wW?CBEK?~< z6^e3|3Z~Y=HR?*OwoI+6kju&x@)DUOSu6+?34Dcu$HKnH!oFuB{u4geqnC4r$KBh* z*~DQl0DnM$zw7QE-`xe$Nsx|aklYRs2_U`|AmBj~-b!;?F(AGUtV#rnLcqK)U_r1= z=36lB1(5OxlIaV{@&hw{!E|3R!w-`32u$*YB>F>=eZh1;NQNJn^8}Lr2870d$b1l8 z3TZ5}nrrw5kc@LAG>pchMv+_Q5YS^24a#6TK9IKGTtEA~_1yrr5Rmxy0d8I}H(<-1kC44BYu}-hS7_=Cj zrp}sUIRwu1|8UUitXY><>8w(%EKw=4t-+Y`1f@J)B~Mh!qm}X)r7S@qi&4tH$;ClK zm1i&Iq9-z;w@lzJ6I_xB++>2A;=WVD-o1j}9enQAUhX;`XQQC!a4%;km$kBowV2&K zf!$@t?y~Fd1iB~yo&1lb{Tn+Y51D<$R*;AT@y!6nB@rS~csWZvHvdF0Y;qR~cKcNO0KgRhZUDd~0Nf5jR@&LEc5qnd?6iKE%l*}hf)B3< zK0LYN*{+I!14Vv23;cG#gHEF(JjfMyWHLO|3I2+LZynDRP+6Bk``)irJMlsEv$004x&eXXr+B>+@_ zU@-_5f?&=NL`wvL6bP6Ifbk#%wqr%(1D}8q(-Z$%nmubFV%oxbmpM)2*YK}BR0REy z-ti@lnuG=b6bP0AU_JoGfB?m!%LU0i(S6s)2wwFyUsKRd~Uh>rt8Mj zJ~w}fTYx?^WiYwK6q9R8%pdp^CvtlxIDMaa&<#6wb>qk-$XP3@R&GWezFfHZM8m3G zy}M3`w;dRG@Z6M;JD62&OfELY=9!Z#jLD^g8BlX_k^1rl-grmBm|^@$5ZN>vmIFuw zK{5zw1#H@FLFP!1Jrcy*L7Ij^Fr#g{W;@enjB0jqY;m!}*g%@cjzCTuSv_wCV)@*L zEo+-jAHzPlLrY2N!{e1&Z5N`RTU*P+pvBz`RUdEQZ+!Om{P!at`t&8A%MhF~;05#@sUI1`NdB9eB58@WZCTPum8bEE;^Vr2n2%|81N8JAnRyo$=+2{wH&^ z*BuOZ>~%K*od=-5=Q!|U_Tan4gYQ=xzMkpNd^(WxVleaRV0nlUS7>T3HI{xEC=W6< zW*f0NW?boDW3dsHJx~xhkmWO&aIyc(8spcE#>m4O-*H<1sfITzwZ0Sd{*w*QXK8$# z^iO9RKdm(cOx9cklve<4;4anon^MoI%7=exl5T0U0}aK&hO8H|U!Jl|e__^(p18Y$ z!Y_TLk!?Q%N`22~dY+2Bdi4JGr5h%Wm|$l&-N}CEtWk&NkJ>P0*y6EHOD8z4pW%37 z_4r%cX5831-v992XU7(VxGhWZ+m8BqgIoJk(2~K!Wb_~+*|2Z)qCiU8 ze(ps^^df)up}4z1877_;+^68*b&NK4cUZ7TQzsiBlQODgVqV3*r>LVVAyT zm49HCyk?aK@?fEiqIZm4dWw!_0=cz zH6-)V$$hA3L4ABLDqf6D7g)m;(}h-87T=4C7B<9)o3g~sIg-`_0VYk1&62fb_twRV zFsYK}Od&c!+>ju$MmVO4n$l&sTzPA*0G%wtrb=-IqQ+E7bGEc4N79@oX~~k|izK)_ zF*aS=nkQ?`lQm~ao3fSoVi}=aPO7wGvbMq@QdS`)R46GhISDE!lv;xvNl+!RQt_wY zj98(fR4J)QRVPwOMJg$96&0?eR;%bJCB0tNRj;Df3{{xbtGiGdTCK7ZuIz-Vtc(n4 zjc_DaYONuS*m6}<%Rz<2(l3`XxMnh_?l&wZVgsR9e1))?q#M(4;q?!U(Q{V~$ zRM}CkB$O-Lilo>K88$=NnyYHdSKzXgZ8`F~cnv0Xu(fP}0PQEj`iaN^a(zFkuD=at zz?B)=D)snsJ+4TP%Qv)@^<%TO&|od>v$i%`k1aH`LG^g3wz*8#RHSVzRHO6Ms2p`& zuBNeAPe5s?SS`IpOKVnBn>3V0HK9&TKq?6+RR>amEm78{$toiSiBEYSZnqv;*S38g zdEct`Z7VBBfi;tWj!m;D2iCW2UPwE?8?$y=%hu`ib8A{QO{|#)Hq5YxjRW9QooZ%` zLCkh;STrto1XwT%QaBnc9A#553P8?wY+F95Y03E7=}vXi9UE3nu@yIe z24(eP%BE%PV_OxsFEaP7lUz8#+%liDcr055wx6ws$^NQ!@AOdoz3Lt5IOZ znIq)afu-Bmx88B*Bqp|h{QPy^tg;K2(+(YcHFF&D#&zh$(|2Z@vG+NA2~)13$D6wtYGbY zvhM@@BmY)+ubTaP8ZVq_ym`IF=RP|=x+^rK@!~o3bTsGm|RL6vMOVf95YV>rATRr>B1ly0JfS;4?Ve1yeO>j&Z1Bn|6 zMvZ`kj|757fUn2c_)TzhcL9Rux;&rb^kU91*U|O|9U&J+*&TDXxje?<@l=<4qiy^~ z+dLf&iJmh&Yt7`g#}_DXZsG6jN9>qTw$25*e=79Kdc?hBum@+_e+J@z1vLcT$Gq{X zdvdk$<*oKNcj`P2RGwOvx96|?<7>)~ulza%eCPmr+JP^e!I;r@1v6~3rU13;hZ8T% zr{CYn{dkG}_9XSuX3CQtUBMT-!aaCdZ&|6&d!ax3;8CoSu-2TfRf*r3bw!wnH;50u zn1Up1X~zHEtCyZGnz)arkV)hc>;K8s3YkWu>F@714b8y7z@K6xYhSxUA?EjSXhb?5 z-Pw#Jpv%ctc2?4XDkj#Iv?B{ztFv0+SvXi4x;U;j<7-*Wv(z_dAMTsvw#LqFz5UHC zcDe7jAY!h;qCD#|p0*UdBUDF{Y7;PpAKD6^e|2Bvwi58!Zs)NMe13FzORje>KC2TR zN-XxH*MIG*`q-Fsu?zXJz2I3}o_~9hKcza9OQ_&c>-y+e4ylIUjUg0;UY%^a0|LB1 zx?IP{_27&9nhQEBf=IdddYht!9eF*?=}c4tA%YU0Zz$= zOK6!wVuZXiUD2HZN zeA>BvdlpTexM9|a{fiu*yDq08zEGgSIMh zOvA5p**>d7&yC7{2sHfMspy7kdkHdXWpBebPPJce&Gnud4>=`M!$!*KP<~sAxGhQ0 z7AK*VYlSqmm?7u3NEy`jzfH!SsS_t6}F@yd{b-U zX+o|?YpPpQ%&Erc6OF(2H%ITrMjvcVIE((VANgfveb{Pj#J1+7Q}}GJ#)KQqDIV>G zPl=_0qB)L@9esuL`BZ!}4BjN%o!9nsucu z=N>NoMq~V?nxBVizOOHPH!tJi)Y8{GXhq(%Qh#FZBVz7z2I6~nb#QIe6@1RU?%H4) zBA5dEK!pZUVDGJ8z&_HeLnzR<=-6{rU$!>IoM?Q|L{V-5qEigUshJ_?&J5mnGz}{^gzh7dsR2<^SL0#{cR& zll@_5)|xYwTspKer4_PU*_lqK)2cNpx$+M@Q^*xEnT*dDGMQ`&m4R)+msi4Jh+0H# zJ-h~0i$ecL-fA`BJIFK!9EC=pFo-$~yQf#9)#~+n>t83CTrQJ~1tK1c-9;kNTbsKu z$j+*QuClbQ;v_~%3Z*cyt30i{BE9PmJ1a<_=f%u__T<&w4bdhKiZOiv?YGU z#Rp>|-y=c-3VmF^?pba1IC_bOht(K$`ag%zL(ypozUVAz`y1hXEjUwM|dZ zEN0LOZpeCW$eNzO#q7spyKmWWZUNGVHtIkJ*#kh~394>^Y7bC*8_?Yc_4h%|ZBTyQ zma-W_I|2&s*^2H$C_6yObsN=f8|g(rb`j7%A8AZoJ{VzV_y!Dw0frBN{tc-100gdf zs-RV-;=`tbL&l6P#+Vs{-<|cJ0qxgu#yW3H-M!z)+m@PpmfEKle{;338TG=1 zd}c;?n+nbv%dZR+omPLE)n9STO#Nj>T{a^RTi^#RHODQeGnU#@X54;a(Wnv#wW#P016U7~(sulcdqRO4#K+%sXGm>ORVG=~_l zAzH*seO-_N`NjgjrU{>Fh+SbpJTO%~G*|ijuJp7NT`(7(GncxWa*mkOw(3Hssy|IP z#Bc9UJ!D8cV2Ii>n7-XqwBJ&G?05AgOZ6=a;;yCA%~E>WQgO;scFbIM!BpXGuJkdL zxmi$m2UCys-T(!jp!Dfz#k(caFY62ir*tK!4B3|l^4$juZw%(U4HkR-E;uJ}8_C`Y z2v6HcF4?HAL-fx__s6d{rR~uFn5zk%D1AOo@^+!&=dAufK>rTZ`a#6kY?Ke}3}LqV z@Aj$?M@7(ZdEjux`!O;f2bq`MV9-os)HYMnZd2-R&F6X2#}IYcTw|q|2_0%_i`1o@ z>pNx7JqvO#gY1g{^CCz+2SFWz)L$AwdcBF8=EH}^2r(r>972Rg2|CaMLZg5%l-x+d z35M92(5jwU*_nuHtvusfThGYCu1*1+YP~W#`F~t9Yi47Ypqn8a0%w1a*^qk1{5R>0 z^@pAPyM1Q;HV#YN!7)XL6Oa)m@B?qTsl#)=DG+ZT#uwG?9)v`#9JWeA^&{&yHmRgaoQCa)W zG%Bb@4cDj<*2*(AQlqXJVrLa9MX^Fzs!*4x#5vrKU@FoFUv;^M@l2~JR46OOk`w{| z9iM-{x9@fz@3yedU%-9LVV&W!_w{f#u{kSQ>=i8baz>X+7X=_RgLn+sfwQtRd@Im_ z2in^JJQi%L12E-~iWo3E5RwxJNeuuK{lJ9#VA6e?Bp)!@2S|AUNxBdD=>dMf3I4ik z6L$}i`~XaU2ub$=(;k8OL6C|B5S9diCW5F!psf}ppg|lGzzzixVoE`5G1!i>-ks14 zl5ilc1Eh7>&?x|mF}|mJ8;^CI-{U3bz7+Qb$^;>DVYo_?ppe8Vq-iQerAASuQk1D= zr5bsKRteLoYIW*Hy|&q)YcuFt_1Z?g2BX(vbXEDQZ8#AhdGJW<;bLgOqxx1C&;4NF+1(7;EZSmXG07A@y@KNm_vPM zc&rsuwqYU7^#HaGK%)RO0&J)T>#IOaH3W+oi-k|aR4uHpTwVuV*$CT&g>7%H+TRR6 z(NcXGU*p|@3Sx9r^sAI|0Zr0NWfI^jVbA~e;rNe@lFw6!cxr`2r;rY6wOR(-^jok0 zZI)xuvXE%e86V}oJK8-DWt%+ZXYOmRJ<%MzquTE&+i_mG?4ZPDw`Sc%;f|Z^Em!)^ z`-tBD==<=KcHtIb!x8$f^WA%IYCgt@AAjN>^&Wioeemf|OMJPxgKlmjm}2t>o=0kL zed4>mB^~r>*nIi&eOY!rA)$h+` z+}yq19BSeyyYPxV=PPC{EwOhf0{{#FHiK4z)&OxL zopse!!+X-wvQ}+Kuye@)oRD@Cu@h#u%~^;WH;p!K8rfka8i3RS02}~v0Wbjs(m<<> z_5%cB$B#^yw=#L|)~a3SN|x`apTC8){)G5*gsQMimXImF{iuD|xOxC+03nqiq!a|x zKu9nEyagft5b!Ak@*aSstk_uZ_p0)ie_L=2;p0!*gV(*@FT{_73G1nlYtpFuQs%I!3;0IcwB#6kyW=fE@sc1pp)fRDwVi05*XjX$06Y8N%N( z3N_pY;Q};HacZ4pOPdWLI72!o3@0s^R5xv0!@^nBi)N!%FR9tKvhmEZ_9woy?6f}u zS|6^tvl&aNM`6oK#XOF%uZPt|`QLuZ|2_Y24WYF~DBzQE?X-4c=GSn!TG>saq=)@@ za{BDWRV#jYyR}th^%2{|M7#jkBB4+;f*zf?SKZUC>85DgYgG-oIxu%M$XnU_uPCK{hlG8g%q z%0HS>@un`UiP>&$D>7BSvqbGNz8qnG1Q>k)<6Xe$2^qX;(|--nxdFPHw)%S$43B3R zUo0H_u*np9bTHo2T>RBk@Ocm#Wk%iG`!L<XD%J7v_oHtE(-ZR(b$kGw++a}-N zKl9Q4nSKXn1)iRl6R@wd@J$~ohE)~DgoV(HK6E5_H-EiQ{c2l<@8T@?$){)9ZW#{= z*yd8`v#KuiLVMzUYlTYgGgj#*dVV0QGK7r???pv&;bE+@Pu$8-E9yc<_ErDj!M<`4 zk-f+$PI(Zs;CWB=cW(6$PDL=SAb?r=zNg{~yYeHu?f>}x6INnd{jbTeFCpKQix9GA)~ofVce>(B1{S&oy5;5 zWNT+xW16TjRfJ6uVv@wz3{g|2xH((glqJNZNn7%Sm=u0vk`<+4GenK4g8BpjIz`%= zFKWt?wB(AK(xkX7aZ{QEmm_V-k>c{Kp^oT8X<_(NrozkWeQTIf(%y>DrD`YauU=Exrh~3jMZ7A?5t5* zRkB(&y-r1|Rnbsd23kc!DXBFYI!eoEP}5OE5Uo~4t5MUDYAZXdQCcN3guJ6f(^;dU zBGgp4f>Ncj0yu<*j?ysdHS{_qpN6axhiam1{GsKrRd>tg9MnKSlv&kF?7`Q;}N>1vVL6IARcOH zEzvg@8d{46TJm)8@7jtWEi6o5pRQ|#_mk>$_-ZX4u5Yi=wUlcb3v`Wznx=9s5v8NG zsA)JY1Fz|9)^s+hsZGlES|tIc>1#S;)Wd6fF7LwcUP3>z zt6|n~>>Nk<4Ey$d>pQL-<39K93%th-y5ARYqhrTk*uQL=W{-kTa4sGWlujDfvU5rM zra2W895S82++kpj3z+R}lj8z3%^ic8H@0QjWW;29^pZ)GZR@GW4|E>gPgt{nx@ASz zzP0S58#ss8^_<_YdU%txWE6ABc;1?+_~Ah7SOHS$#3$9RBs;+b!!I=>ok|6z*Li%Cw`N83Ca=XiTKkaG4kE;5dkn$4}LCxplRoH;peobC5f zke}mizm9hZ8*dvj(e~%uF}FrLopA!sIoV!wv2z>k7`t)oOJ{zcKC;cnyZY>@ z;*BfG{*Rb(Nrjg##;)I3aOry4b}NKYR0H*xt?fyZ73> zJTRBfmhatCcm5po^x4|0*VR1oKB~KS1^wt+<9*ls?F)ma zI)zMj@*f7ind%a|V#e2nQ@^jA6TNY9($>|Xi>LouyQtvko^Ok$eVFL-Y`nvVX(Jv@ zcJ!X$Gk4pXNlp<@SKfjqY3F$Nz$#TV8czH^S#+wf`l|r^gK+9@Pil$G-Q*Ja!vc-oux-tMa;7G8wT;T1A|A|ejX0SOo8N22ch$AiRb2#-IlZ; zpVW409O3$G>hoR9Z*GhTPi|&lPu6>O=KG$kz@E(4qApbMjrX(2@sk0KxL^V~Y()DrN>0?5rR4h0{!S4CZG z$a+So`bI)V6RRRH`ESrU0d4t@Z)_gBZ8GHC5(lqM5Om^s3B8<+OQTi<(vhKk9jVw9 zSHzEg4PO1*cBIL8)k!LVTi- zQX-*N%4pT{F1VtzLf%!alXfb5Tjb1IDIIFfFzl|7P}8NfRB30DgcKp{2om96h&uv> z9bd%c2r(r}OpO&&qouS&IXy#0PnXitWVB)#yIIOM-Eed^^|O>yK>Ox^&{Oa~q}{ zUgVG$cAi-m(oqsfs(9aC^t`+77oS!m>TVQvV}*p z;uBrvN(|h3F|Axcf=Q{B@-BpyPgM31B+NQV zca@9*RWd7O^n6KIshC+OVxmRNhCeImZuloVLy4?FtwF}d$T^KF9!^Xvqf|X7l|LdB z-EPag(4KRNSa7Yq(6giP9=Yrh751dF>KUcNuRY(JSp1LzebHGRL`Qw^tc&PEM>Ei| zwE8GU-A_hMD5>BPI&xp3|Fl#ONZx%&$x~bCTSw%l(WtOF_2Dbq(+`vLFOYLCQ}S*Q zvn~XqO&@L*%-sb#4#}`?50dkb4DMz zlG{4?z66nw=6_N*_SiXcc;U`j}S^)lvsx23kn&t9Iak}$ zT$|%B5VCI3VSZiJFKN)%G()ld%6T1rhv;9@>qZDvwvka%7lF~5&vKNFMMVNXHt>s-`JT#Ayp`> z(%B#HOs!H{lM*%B|6*q{>s25SvRE7{jnUlNUQtn10j-9@Yf4I?$l3-3vhIKWZVQcT zYiz}rR3Qprl`ZWgsZ4G#=rtP6AL&dkmGOCfEIN(e-qzKO=|Vwi66elsPWoPm9yf{j3RC{_vYwC~oj7WTX1U~f#KKUCiJ_PeC5EkT{cxkWS z@`-y#fJ<$_nSjkYd&uXhHZ>c-u3I+z7cM*xNXh~*U>KOR1Z0LT;>927i#^^Oc~B6( zzb|xaZ_rBi!!gVopyZK_>^7jd22r?!iW?C1Er`||qPhi2t^oYYHl(d!*D*kJ&rbTl zhPn&F-fJs74M@&`^2@-$*9nGS&i!9)^bzCxLq_xmkJ7$(QTRIcCm*!bULQ$=N7-wVlT1%bxZ=~06#61hb*HZ0osq(W_2Ut)+CfEZ@g@?KP%0SlP z{?tvXPm@ixUMA#mOT|WW^*&4O`QNB(zfo=$q^qgg)zau|Y77`iK4Qu|WG*~nDL-MZ zJYtHSZ~VH@l(g5FeB79HbRcS<{=-z|BS8JsNgFoJ5WidzvqheMd=Pon0KaUkzHKNv zFMl~zaswFnwb)pB*9`TwKp&Y)ZdwX28*|T@3N9Km51NuU_y3rt46xUKoN9=iqx(6- z5WmWTbhV&7%m_~l(#s6@vcNsf6_-o}M=TYm%y2hT(;pmzt5UiutYU9Oup@7iFQr?K*u{?ly!N$W3G>j~=p0sV7G|5H%& z6wtmM+n=(-SaND0|L8#4K3(Ko%{z$p6`*=D>= z2%`2IGx%+-G5xS9d57-f!sc^RdhSioe4b(~xokuSnsL#;u_3)z#xeE-%oC8VV*vdm zNIMM@FG0Gz0q)CT!k_CT1>Vw{SXon<7zY=%*9kisgoGwO5yvOB3P^1NVw-@}#;4%< zln$Ylomssz;gEMG?CSgnJ7WxWoc)uX3I5q-HU!RC0w(JZK@+iAVh&rxX8pT*_79H6 zVTpR!VqTB9k0<2|_5L6ZG*pOg5Lx?O}6ROcsyBWwBWQ^Hcoy{5}6a zqtU3O5}{JTQOMaUm6q2-mkQgJ(jj(cHO?xBwp=MLR7vtxk{p#JMJY{EN}`k!t8}K2 z1Y1`erj~`Pq!CIhJBw7yqcyTPjVxX*PgKd%v{uAZp;p0EN~l&hHdcYH0@8!Go^jz%W zoMo|gvzQB5tcl&MF^ulX-QBZkT}~7VKqf#4jgZ!Q0N)I0YXaKwAie`=#z4?jAi4@t znF^-80@Ggr=`SF04{d&VfxkShye!HK{B;YAa0eniz=)fWuh)R@H^84aA+a7d$qyjO z55bftkisyqGy*L73D)M?G*^ST2C%u-7E=vDm)X{3Lz>FK_Ij`b3s71CavMNy2WTBO zcC~};IUo#JvT+%r{cc1Qc;*(7@-tLDME49jEjWSQ8%2LbIRPsc%JVm2O zSIg4XvLv-UP9cj_NWAJ8P^38j&Cd0oFl*`YKxtd>jTowE;G#9=Zfoxdc_d3{$zW5xS!h zwig3E)&jrQjtrn;68T+izklmxe0ndvQNd^aZy%2T!0>r&g-D>1O0`P4Mx!$5wFaHm z^82@vN|q#KN$v)!&jlzCJ=Xb#8lHsfJp#4YpD0e=*X+8XIp85)c~~%ftzyz4{S|-q zjw^~={>nQ~*_S-o4+A9rAIrxssva|^W%_#F!E54cPqcU54*GsGe@rqbmzmosrlxjF zRh=oXqW@dE`gKgt%^=FfSGC8z8ZO+eIdeaM>oLTxgLU(leudb)0fCnw;161B$lL%c zHQNJ1_JEMxAh;I->;-Htj2*svnDYt%G8Y1w0YDZwI9!@L;p5@y)i3v_Twj`fXFc@Y z>6%ct>L;hJOdh@s0A7w8*Z#;m@4~s%joX@^2a6lp`DOKb3RBlg=zQ>`$iW$E1F5sI zsRALa=g&0^T5Cu|>iiXH&Qp=|HjwsR=zSQV43E~wB&wgi)%v~^uH20u0!+0aPznM$ z0FVg)=>Yfxw0R5wfq)(H_A5E6g&mhk_Yan)7Y!1KT1>ODv{L-^4bEv48UWBXwj~fq z1^^@gU@!o@0l;Sf`qw=1_X{bhW!LBRY*8n_hS3W{0P*FfyI{IZE_4oPGI` zEa1EF(R+c%W8u@cg7*=XYxbs2n4auB;swP1j-CC>k;A{ZjL>g7pbCGv*-%GN9%PgyF?AilY+(0IF?lF?J3pd)sPfJNPJvnlX;3vGz3+ z?4T2DU{f8+CxR6dA>|Y8;M2jD`3}t!9gt2y^%#fBG4`k#6KZBmgv}gZzhXwix`o)? zo6%?Yb$>OrETy1N&+q-;e)|7C|4)oSBo*)l3Wb7A z?`DvwT7yQ!>8ni53ii5xY3Yi9tLKTeRlF87wY-Si(ky3oYxrDEA6MJU(TjNcUZw_* zP$5$d6ts@sG{7P07;Of2M?Z(8XA}B4Bpn@RV6^BvF*-`!Ko_pRyJLV!7+`kj=`DuN zrhXdM&{@~t-C|_64pI^NhD2>mxDFMqtNW=%MjDz+2D=GH4!NI27+@2PJ!Dfa(DOTN#O*RYJCQ7ZTCDTHzwsgSE9aR=wk-4MD+#GKz zcwqUw-uQN=F=(+l<%$U!W`srzc9fXeZRVCDbLn$S^gh!QN7H@4U+5Gja@x?0Ri#et*yN&O68N5g8Z`kXv+UQ*Y?Ino*8mPYps;%J6almhk z;hvMu+gbl`vi|X`fma*#-(3yR7z?A>h=&crV+QIHO$3CAiZK$9gZQe!meN6DovFRn zit1qBjMb4QWQ++FYeq$xT5~Nmk>(UHW5nLU4~q@Hj)sS}{qL3;3w?~=4rzRb>%BpP zC!l^XeBkpc?E{YFXyVHYBgEIdBZ@zT5zcQ?&CFn8SCVfHhfY(U^Xn6njL_Pyj~x4 zxYB=9-n}{D$3|}+Yk&GL;M$|jN;c_`OoS3Z#mGg9z;ZMO$4jr zGq);~SM|NO_E#U`2fO?u7Z%oA^Q#XT#e;?N5aGPKC~oyPcEu-V$vZAAm;()Emwn)r z2K7Kgdn>P1Fay|C6i zAvQyZPUK^fMc7O+Hci}^%7%RvG{gzeDOQx$k}1NbOK`d3mRvz&x)7T#ZpxOlJT+MFk8&JkdeW%zt)YreQS zUDlc}Z!ed$l}K6(6@&@}rAkJI$~&M+VzsiPRE95BlHf9YiIP;IB*WzGB^ql0V~wn> z#9BQ@sa9A8u__e>q3Nnq(oyOmaZJr}|eK9Lyv#yR& zuco0?oi)M@yyhBN~vPg9-LPpTbcwhmD0bb6QP5v8HE3?Z{-HPs5vR8+K*f>Dvt8VXiTY>>B3=<6D+aub(%Lw0A3Z#e&vVOYxgm zc5GhG+`p-P`GnqM8%SGci|=0HT|U+^$AL7>fj)f%3IK@n$7>#5kls8jI=x)DXKL?S z7w%FU=5mMLL$gI*d&HqHx>)4aww+!*F~+S&H(FsEDNoNiAX;WKk$?4g6@*E~Yz&1egL4}0WO_v}^L zp%dR$EiE~A?C0`D0TXPWkF|d`+V1&S`={d_?vHi!o8WZG0m$&Y+5GKSM|!rf9$R$f z@;e70eyq)p@phrpoIa1U4WDWkyJXytMN{sNu^%$d>@GQhPyd>cvU_jRfql7qHYP5c z({%G%(VB(TdpFbG2R8dWjoGjccHN`l;XRCxXTzhrt>Is~QZh<*Z!TCcrT*ZS>h0_D zmn|q*wHUg4E6M9|#+LQTYiCuQI9TWIp0H+l+@cv#3#JwA-`ec+5PshE>y%+>3n$^+ z&vba*ZolK%=5f8@@|oIm=SuhOP2aex{Oqy9BYR2D{W^T_7j0fvwR?T``lZ=x7e_9f z-s}ZIX%Mu;WXz@ z^T&LcJ@UmQNbq#q#J^nX&uu2YzJ`Bw1AX^omB$XG_db-*ape6Ib^flHS6;P#Zb;wD z4KHri`d+Ai;)?P;kMKNDdSP9;`;IEl<0Z$|#?H6lMI z;mK*(;xtV0|D|`v?WReEe7Qm@m55kmqDHOIYOUVcA9iNY>#cT)LaDThB@zLb#iHQp zZ4DG`6%kWG!c-FLONn)*Y&MJqBJM8bV1BYY3b}20 zoz-7B%_%+DpU}^%D?>Mt%O166dSKIU;>+Li$cSD#R=~vZXy_hVor2vId1cF9Tj1D8 z5Eb))-?O)LI0dUw(Sud=)JYh{8exlyQz;`w%1ECj zgqLE%3laXA81E}=_ZN1&l@Q(w+WiFh`vUx3LEAH7dyt^*m4xs`L@lv$B?el=Y!We1 zY;*#zDWw;e*4vc8YmDKde$dlyb;e)ph`fM#wyx4+e!2U?(hD=n&QC2nKP~gj)a=`H zULBr)b^r0@Gw1GEH2&1u$-5U0Z_4*2R|Iwxz3M1=jW2lCjfoaA>IKXuArmX=ZjiAs zVn#Km?psN~f?pRQ@i%O$f}CM*r=!2`?rr!Yz(oo$?>p1?em`s)_2^%BfV5Mw~)Ou}_vKl4q zW+@k|#X@ksd(KOdy$ak0S#OddkYDDv#_aE@3E($|^`brqut}sWpT?LIn8=-V-?tMo zZZ@UfXox$5OTE^S}nO+Z^9j`I%b$q3Gk$ zNUyoD@FP@2V0%SiThSYQ;hWZi7xqy~t#g1z-4KxT1mq%NXGJ$IpH0K|u_yv|H=oNAa#^B( zvNNfWC;d}-ChAiRA+taD?BBgJl}xOVi4=0FQZ7^eGp+HT>`bB6X>>ZBT47~pvZ0(e zh3p^ftdri|) z?jXDl$lL*$8$@;;ka+;|8-V00AoH?Q`8bkxgUmBvp9e&C&lbDhwthCGXD>u{!d7s= zM)%T2|7-L>nX9GRb0B@WIc?Ek+|+^WEx&87Sn}6d;zpQ%*!Bm3`bV~!r#9wzM`Hvy z7&XgW|JZ_hY(e<^hWlBno?D;+mP$WUrLU#@o~7ib1$whTX_Fyjls?>LFmu#k?lg1R zW)u9d6<5_89TjmCDbK6H#t)IEr&60P-QhM54eWpKry5^CM@#pfv#3KXo z$BYSw1|zo^zRXkmJ1TAg{F6ZAQlM!Y!0~Y5dQI%PG_rdi*mDq+KXMpM+G?)wvB3OI zP){@LhPl$!Ty)ryyWNzw))>Fi7&%ww>)3k^BEAYy-2;qClPxuS%{3n8dOvf+3ro!d zbLnME#aVONDKqSfrN-NYeqyTe9jv_Z8}2T7GJ$ytqW&;m`F4cV--Z8psyh0xy7Z!^ zE&C|gxzAKAM`tf42rpAI_$12B^DjJNJT}hk(wbHY^W_@Rgn7 z>m*g|LUq<&Mag}6U7QqGDZ$r>@%6%vMgg%!NNg1m@z%;S%8++PAqc4?A(bekk%V1T z!9UsAKh-mukl7_<{uekC{KGzD{xhoa&$9kp|2@CaxstxBU&%4I@ECx+44sL^QT z(jJ+pRUyI1B}nBTb|$S*Ny>)US%KP$&oY&gRFx!FDfz0fva=AS4aD4mM0!BNZva1UL83gt?`}ZE4KVT+7<~`S{{lc`Y^xIN ztJA?o7zA4bqN_kmIfzIGk;!0770`}`5L*ChJ4o$-basIBb_k^n?4p9~t`%I?xnA~F zA@6~h|60udA`^xV;j=iUG*uBpnw&=AjdR?{~niZKz^5M>` zHP>9fUxq@GsgR^Ar5OrIx?G&55GTsT5pvOInb6#KCKtYx@&hFN2NM20G53mu=OgBx z6%8I24xHc*9N`Y^;r4GG>fhMUUdicO!e-54_l)oBc40BBSqzZHu;^tt^)W^>J1v=1 zb9f_z0(N!$!Dl3MJSMpnB;w5MjL;0WHUO;+0KNfe!2r!QKw}lq^e3~i9t}2BSk<8& zG4QE%@VRwmGcaYdF=b2Y%hxs`wlyO5H6l*5R^IHW4eo9$8&)W~+L}oXl|#%n8UO$8 z)-wTrP%0c!$;4`&U|1qmOC*vJt?Bn~F}Y*#Vd&6KKk$Urot*C0%NSK*Tll4ucLW)zV+V!-t+7$dhdml>6@z# z`Vdauj07NGLEt6;_yWKs06YT%hd^)}0IUa~YXQg>5ZnoXXRIw6ANgGK^qdC(^B|C^ z5Qql|%z|1R@vwvkZbrP?m;Z1l=I7i7anxl~hznzeP2TomLG1g%BX`Ps!RZ01^ZMFCbtb2zds8PeJe@0E9SCh?%=M zX64GPbvw&8?u?r{7qxP4=Z#m)>mP_)PIaEVAqo4{|2&j=`+4WX4^5}8|of$m4TGB8Z{EJE=iS_?y|3o1<|HNu-uP}X)x zXS<3q&P8J!3dgw=j~|um?v(51RN&zRo9G@dHCQ@A+ zK8%S|*G8ynerP+;8YV%Nz@H8O`<{l08`KI(hstXe2#(7F$xEaL%sTL zqL$fi7+{(N{l?m4Q`rk+U8Ip%VrtFTx1<@Hqm2oN4X4a7<# zhi2%)n@F|Vx=ejthORzKk1IB`!}V<_BN1heqiiqJV_}AxC_U`HzBb-a`oWkVs4sbM zCWCnax-Yx*ai{f>+jWneRK9@brKkSKX6-YNk$X_ZEh}w+i|);QZGf}-8lbuFthsKZ zzHK`kvPphpl=L(pJp_u5gM!0=;OazO_H)_WqeGWQivt$P6McmV*Ly!~q}}uA@UO~9^dxq;HG_^Zp+>5XE@qUaI~7@Xf@TzYKE)zTsPa9uC|jLEM|Fh0;DPJ&uTQ_T)OPJ?=-pLzslE#^ zpN|s~Zgpk_bmczn%75Nf@VuuasJrMr2la(j{;?PSk%JB!sQAu?e`1w>U?V~Xs(ubt zMzE3JIF&yKs(x}RzO&Ka`m4e@=xIAHNt_YtiX)QAQ zWi83VmUIz5ThN@wYfk00qzPKGgxFjGHe1qBB*f(iak(-wQq)l{=|G6vOT-;!J|(51 zBpu~43R+Ak5fe(})GD!=shPo+lvu9ps*{q?QevsRvr0@s%PD9X1*KqMl*|Tm)*=lp z@2pn#G)c_@T9uTFR+)KOt(1n6cA8Th%^{66w5$`Q?5Y%#5r5H`oCH@=P~r}_f`*on z;bxJIf|S!LWPf|p=vC5=aybR5X4Xo{2sst`7o|ywrDANh7@sd~FBIeQ#MoRJp-f6B zP!b9?9mo+PQr}vpYenkXYIGFLFuh5~Y}a++bmUqsv06uK)=?TpXid7#Mr}J<-H@TF zO&YHJrL2fjHRTQyDl~Mgno_SO*D5KsDpHM_)}-oeQj%&_v}P5fRZeS^Q|qOqIyt#X z)=?+xs8>>&rNmlk8%o+zC~3-*RHaCBKT*yuC$1acv2h|}&jRX}IrwE$h+CF*`&m0lII-HY5T^IWZR zoh;IAfg)FEnJc7Z6j1N!OjtIv(aW=a{R-T|ne`J#Q&xBlo;=jK&WpKXO78|w#_EYZ z>lYDcO~AQAF_u6z1gN*O7&^L+cV<)HrpbLv99f<~uP3x`(J0>jMS?3kI8S|KRq&xw zWYeW{sCBbS=eTB0v`iikO`7JMG=Ea&_SJd&cfOc1_MD5A_b8jIZgw|D+Z?fjT%S1p z>C}lgCpm;JTaFLwiTh|wC-B`PSPsI{XnAa52vlnHD50>oS zlDTE$%h7gUC%UGrU*4OQ#z;xY->|Z3)qK>lndl9Rg^^)B!9kRpcM3Ld`R?uzGktXC z8n2AiUI|{F$&02Vj~}LmgfhZ^&mWxd$mUo6K`H?zjeF$?D_JYJCM7# zrLS3tJbE~C-t2;{YxCBv%wOYGwQn12-QuvR&ae$jJ72%AIe9#BqJ7GE=Wr*B_ZHww z0I1uwsVm?n;r3a=t@DjO#}Zb|2%9x2@4&9&6Z^6EZj>L|4qG)hYVNp@=}zIZ$3Awm z4Vvs2F>ieQ+9k<5*G8{h6uoLbY|oasjVn{uFZ(>h@mf;@YJ7@5n9W>h2_M@#u={%>LiD2VuXO{nF%B2}C2dp~$X3^gq>i%}6 zC+f}s>|DA#pM&l3z$Lqll(i?b8yog+I-^*>273A1>Yf5R*P+JbaJ%`gA%_ZgywB_}; z=5ShbhB^ua*o`+7G<;WOnVFKDb|3;i(?@V;LbqMvRwt!UV+FzM3~fb)Wh$ANv|UaWEfPXn!X1 zSa;=3KCOh?i5R4o@#tt_cb%xOQPkTY>1&YnRZF{axcG1NG3UsI_j~HzP?68*$Ur*! z8L8|c8UBb+a0#1!us!D_Derto!FekD1`TP4U5}pKFRg+LCaxG5%mv;_-Ia9ZKm7 zI_g6w@^vTtS$ECnp1O$Mrl_9Uuaxo^4Kd#Fx4a_#riEV~TlMP%weoda=}SVRMWTl)t?u(MDHM^U2045ZB4sD%D+b~37{dK z)6s9bP%nwazQo)M+UhP#zozj7fKiQc?EaCG7eSI8yS2uw~!_+mQ5S974#Rd7L6&1CW zm9_tyH(Zr<^|ejdLS%IjsuqoD;_-#%FQ8PK#W%6o+;lc*md+T&b_TAI*;vt4Q9#a% zr{%>n5E%@31{0pfC`;)oO6V?>@apw1bQr_D`gm=3rs@;Cg!jgFcmbSU z7G2BCl9#Dsma)dy*!aTK9BilwG$Jk=%Z{5$j+lxLnez8)Ggc1A&D8`?;@xxRzp&Ef z9yetj(Vfe=m1n&0FIBR=$Z(+5-aJww4!eeMw*?2zK?EYWR1a2=EcjO9O`Oxf*_Z42ZA zK#dJRod-(KgCpNoY2VLLT?ceuJhh2iWuKSIKTZ-ow9;lBHnx1z<0F5!eHJ{O*}e>D z+i20T6(p600zw17qmkdy!Xvfv zC~aIyJKrpwnfuQ8f7w|V?VsKmpV7(drgMAfyq+#|T4T>YG8=iUzsK%>Wn_P)vwx~* zf9zCrLuJ>w7bi@02K>zVK`J2N*JO2rc1&`=+%x4*xi!{+p}IV>itukSyxjsKbd zQ=?KTlxnF$&hPH(=%$lYYPmwnk?^rHLA_L1B^OmHLOb{v)hRcM% zRLZL*{2b9hs!UWMm6oU!h22fh8@{bb@^*T-1PEARg?hZ8?!&^c1D5{FfNM*Edz*pC zJJz2r+r7O2CcSYfiW!5g@*oo}JG;P621x6HP`V%;WJpH`*g*t{Z4d$$g2zDWkYGb4 zq!|Ngs)p1fAr(bnX%;m73nbzm_~RBB<_m^h1;hOyv3H>{w;%tmnY+(01pp!zQurBCl?t}jfbER{ zwarYFIy-=_4hXdwq_u(!nq@CzF`IR2p!br1^H@0eK`K)`}+O+b4iq`e7(uLoLcftDJexf*P$GMAk-pusvMh(TJ^!JQk* zC)bxvtuLEVU%t4mbaj2%hQ{(;4dusL5Els5f#kYq4!w;Dr6(&Bx*vt^7D`MxeD#kd0No=Zeai zdn;WRRXNWldM>66=Hxa2 zx(NbV1cEa`Uo$5J!9 zhw1cTV#i1mb{LLQ{ft)l-|wF|qZI&ZAs`X}N&ztEk9w8_h2%N9e*+-ZtJaB86*3Z4 z+1IBY7}WF+sF@6Lb)_T&)^qtL)^m1+jZHBKNd&+!0Q>*|F97fv0KNmkmmuUe06c_1 z-#a?Jv~vh@aStCe{XsAx>A${9X&u8F zjrRBN5v4**Aqh!DUUQ>HtyIV)L!AEz?En8AxkAq43VNB$q5l5gzkl=l2MA5g6@|rb zuU-tgbcWJc%_a~y1e~~!CFc$)xdUoGSH&C9@P~$lL&H3_nn_Z$R?4xZ!?Y$fv2wVh za+uz%qBoE95Jp%e4FfmAXc?i^jnEs1yP8L+RU?!tJ%^&}r|CHqJ%_4iwrD$RwIsxF zL!!DSOoRER!TiwF{#4gStD9lEF07VCG7K_w9HyS#spE8N`=|zPuYudE?WOAb8HPcY z`5~{@(BGwFw&}YG1|G}ErWsM+jHn<(eXOxL!-RTg$h&R$zRmDst3Jce*qUvsPcfpt z8;MBcAoF)$yQwY52)k|kGT-pfLhlFYd_jXBpt}la?s^P=-mcGlVkrNjFZrY^`=YCg zHdMwNYT`}E@5ZbL#w1^3{6$0j6+_HOdt-Iqe z;%7U20UW*r(Rc$Rm;b;rA3$@-YUI{v%}sYrzZNhbJ{s&`Kf(cusZz?e1 z3XRxeLvx;?rO?orV`zXG>QZ%;QTmoF11{f$FE+K68!(B6(jY^9lCk`wF8QkN=TT$I z6>Y>GL;eFp%0pvTpg#S&F7BeKYljjgV$=G&D1@e ztPgb8_(ODWW)0tUR9ywMUzU#quTkA}k)8l#$3fW{3%<9l;Pz6V+s<{hnd@e|e1h%%1uh2{IPIEczh{nB;GW4D{%fn>?La(TQ|v!C;*iUZ zvCzZQz_24@ivrfSL|-AN2hdA5d@N;!$kN(Dnhp78Tva1@wLAqVyGs%A05U)|KK;I^`U=okYU`~*uL^l z{Z&8vkYNKgG2F%!epC8jZM<0@Ybz4974Vx<2dbh3*eoF~kK2$s)R@F;ND|}Caf{rB z1a3o|pe3DKpJdKjY|9hj^2Du$f|g8y*)PlCH>L<$GDP@XAugZSoF!<=61HTT%ggZj zqSiul3?n{U(3CoaiQzY;irWe#?S-ON^Gl+(LK&%CfQ3oh3Z-O}n2a<_WM+>HC8eUJ zWQ2r_kWwqe9pw^YnUsQ(byi3ya1p_*hDpgtNk^I4HKSFUnOaA=f>xz8Qyb~oMl`H90GBX{kkx?q8 zWR#p%A*WTE0~<-@a#ESJqf|~oC^{>oB>121vl=sNBbQ2AVN&v+kM1ayv=)h5vL(1& zDLzNmmao8O4P$dg+RL@ArP}6v9ic)?sn&JYY00%(YQ2t$)pa##Y0U;^yN=qRBiD{# zOGk)kHNH%ZEmk$>t6NL|kg^7K7hcV58)4Hl-R;Vb8a1_1No`h=8q5ieomd5>QQlFj zB-hJ38Wfaf^Gh_GlGY-@A*A(rqN)rDJa+JlZ^ay2;<|~1jg#pImyx&6tD9ljzJ395 z>$;-x4xMNBQ7;^&oZ4ICHM4sD)apf3tLBYwST++meN3Jk6gkN`&&?*y#p0Jekn8}d zojbK{a@k~S|OZd=i|Zb7r>sHV{%Yr`V;sROAoR(35OOP_8@pJu^YJZ50i9PS>kq0<`&@0}Tl{~@TZ z><9_TUOBgHg-78W$3zb>dV+1vx`hRM*5@7A_HF6>vkq2=Y^{$tS^Buz-gI|3Xa{+{ za>=84o__8wafgq!$0XJUhn8PD_j;@q>iiDMx6sndKIGs}-{wz$HrncqyG7^(o9FHp z@5fp^aE6|6 zNm#!4mYdT_Tj&Wp%ky@?_ccok&z#IWxUce(Ptl%jINyu4o0e8A9^ZcB6f5jY#+qg2 zTUWjr?fBXbh?wpgzhX|M-=+M0+cOr;EMGpmcGKd9ZL5ji$J$TsFJC$@b>@VGSrbwg z&M4flEPK_wj8zNJ-Y0t_e|CNOT)1=Nr?C#H3&xjkU5@p=Oz^$ceC{Ik>C@U%XR=m$ z6>eFZzjIpNnUvZrxC{Z&$_9oxi*$1W$5|m^V3g z&BDB08{SNH3G#G}Ts}MJ;Qsu>2f|k`NZ7nKb;s7U?du~JOnorQ>WnqG9|}C1Iqur{ z(K{`GQ?}5v7QmN9o<#?Cyr1I!e!R_hPnVckW9t1*_C~yBehqBDzAt~}sN796D~@gc zKHoifhC|d+&!}}?N!!+>ZdejIe?s<#74^pthm}-da7le z&nChf-==``<-R*huIwneye<3aiu41kbIxwh_ui6oW^=ChwtSzRdFOYOUfF~2-38mX zIA!CE!hK6~H+zOpwGJBx2^|A@Vhwp~1qN9|lEzqs!o^wCN1K>m zeVGwASqT9HML+tB!ut!p^N?}On0uYy&QsFgHRQxpC4^R|M>VB?u1WuaPWbTOxQyv% zF=S$)LMd0NRl=eEKi-*2tJVI4ovAenxk4tD$z?LJh(FZZ%_O(d@EB49g49?>ZY=A- z6qD=A$PHzrxXZw#x|q)9 zOd|4oTUju^EC^fpmQWtjlJ#iYBVUfSCr>?|K@OYU!u=&OInu6@L*zTSg4$}HK*LhfT# z9PO?4?QeWB)DqNJeZL3o+gIhwLU?zVonRCmWTGFM+rii^0!EF1TslO|6LwaJ8Fhlr zDq&}pkX|LE*9hqtAsxf2Pwhm0Wz@y>G^TQ}*=$^PPkqv0eJV2I{?&auHZEO0+R|#G zll@E=AS!TEPt99mVPJc1U~5hQKJQsCK7-3_;B~j~n9W>s-&upGyOLG;svuzUuk&_M zr>x*F#?^ivhj{0R`LT>oi02Vfhj6h&xJY4ptcZ}nC&bAp=`vb|pe>YL< z5|6f~p6STF(VBSpBr>$yw7sm`#VOrr2F(@J~3-Pbk}^OR|Yqx-=;R^^mmg7dKv#byW@cyH zei85gvGVLMKKoy?vwtp?N?}GZYECi#=uC=>_>I0Fnu50TP|X=pAfD$mZy%gru? z!_i1&<^Rsz7EhwW5y=fWLTP1vbZTZhnJ!nD#W%T3F8iariTHy4-o9=MiP47ZZpQRr z;Iy&~Lgp`eNop4&i(a1IS&~dEOrYh*Q*&Y|IloBRk%WwJa?USGUVLY9Qde;jtsst8 z5JN}{!^Z?Se!3TbblKaI@-Jy}j%gA$sDCX}C$7;}_~`0=wMB;% zA@hd3El6u1o%?{HhpyuHbLqY_=+~CA?=9utoy$4l+P=$QF!CPIyaZK& z!0?wb2E<`w`ch;3B;yZT{Tono3sApzGr}fm-vc9|&W0L4V?&^+`o0N$-&Awux~tRerH@|lbL0Yn)D(I!qaz&7f0w;GC1n2?tY$ScP3izcME zvG$g+CD7RX%>w;SJ2 z=~@S=n+mC!4n?_J;O0Qt2OyIBcB=3dTG$0cMW6|F#fUs*L>x8cuQz5)H6=Tn5V zg)!Qu|D0u&D=7AX@GpS!yPzr8(}+4{tiAgi^W0SFZ-k#W6&^6c&o3c0khAomm zw&WfFhP(m!PcH-FmM-h4A!DmP-AfxYN)|d^_G5)4bZPrun`SSdeGbsM48qJi$Cg|(^*ZjtRkhMOR;LqQJXlPK(JMKHF#qU;J*pDyAybE226ZwQ5p+kN};VdfJTFo zDHa3**oueXTA;XQun`Sb=7QBlkQz9E&W9jikkTA5?I+~hL*VNT;F}*1b_M)(7Yw@u zhIm6my`hoUz)xp@cgMkxr@$}gppjRBh>Jj|H~7T|{CW|Lx@{SA9};uV+?bXh3Y12G zGu*ywJhnf-|B0~w zwP@(0g!e}|yLQ<>6Ayi_$LCAM>)h4HrfD)!vv zufHTYc$>HC?7)g@mZ| zp{nLyL@h4(N8FMX(Qad+?c9nT7c|U1LOp$-wDU;4qkGT9WxRFg>H~@Tfwd;HzczeQ(Jpgb33S9#Nb3t$_2%QQ6cZ{-KZ3U!wdr>lLSY!<&t0V0}mfGPo9zoLgPU& z7y#Y?kT(GM5dhvmz#9PMk(EWk3a^4St6|Gmm8@Bpv0!fKD90yIAZE(=irxFLHy^OS zB@+FfW7ZzPUb@GMh^{<+^R1Qr&q<@g$2dK(g4}{Y?gK#2!cD(@->Ht>S025t@_Rb` z=>1604_z)w9q^gCelL05y0YoxQYSmdOms+|=9oQeRO%$V^a(bZV{Ma1Tc)^M7ff)> zo8*u?-Kl7J~r|Nilz-GyO6GIkG_PVH}RmUCE2?x1Rr zt?V;rHfp6pop5NFMO6^$HC=>ZYRfRKQA?>)H5aJc%XB?NEt@*hLmXz{wG6C^Sfy!& z4|kw6_!4buMSyp><@Wt~FoVoH|_dYXlQDTpy{b`Justt7{`wxI$egPRH!f zv1$6jZas&gAL!B#b?bY{`u;AXuwOsaYhW`>L%l{G+t5eV_fqtXHe)y5*iSJM;Kq_S z#>%gzhByQ4t}$Y}DQvSb@`w==ttY~bt!2ilI8!ssKyNa2)f$@<3@Jy9uiOm}0K-jC ze-+SQx76Jmqx-l;Umj*`EjN+s4A^2rRg$qL*$mwfVaD7?#>m6Epq2VhYYlI`w9n@l z-g+4V#%Qluj9db=zJT`1AEE3Fpg9F-j)CgKp!yW3z65A40>jtrRCgwfJeWEBe5vl! zu95iLy4oaTN2R_Y&sdjkY=RkE3JkR=`pS3%Cc#)4W2lKW)F&EiV@!1krplj&Jbz>H z8zb_IzC6f?$2%XKd%jy$s0y_~7O3+f))r~^i80z5Sj zrYdfalApJd9J5qhx7Nj-(T1N9UUZb42L?}pJ;$9y*Jp8#TXmm?cAc>$9fGtT2Jjch zX+6%`YKpzZOb6@vE;b9@te1?lo8fFZ-Pv;e zREGl#T-Hr@T<&4L$J6@#p7DkLb77aqT%BvP+y%V5+9vth{EDCh9mx-gsezq&Z@P<=kJ%1Cf21t}vV#3Z;mGLedw{t?im6te{;H>Wt3Ny#WF87?N3{CPvA zj8<*#K_ir!ffv2fTvA4>GIyNyG>XX;=8iLFgOb&3E-W(>v}Pr%N!i_KhHF%`l2I)s z!_9^oy-H3&DQQ(QGV)IqTD_cJE$^(Algec6`DO==hEhbJdNx!;QJa4SB=Og(Dr6I!djMh|;&g^=$}U zJA9-KF^or!G!-c;5=WZy)a_-%)LIR>PED;>(Hc};&6;k!*=A)CHGQOEwz&^cNva-Z z;+1r~g4(2@VHH%Yiq;})uaXmLbZ(VwK`k3@fS7>=fEeQ#@&~Ir+4uni{ti5uW^!91m_RWO{ zcRd>eeKi_*G}_|2tJQN4yQgEVZaZ6?vjl$a*!XnetdrKj>p3$K{txKCQob&p`_dkW z9%J#{9s1lE3~+|N_OK3LH1qMKG2RYVC+sc!oWaMF-SUs0%s+Xm;>zWMgZoPNZEd}H zs(9|0`Yp5jLIQ|^kMdV6i<;sV=m-Yc1MnS73ioYJU$roE*=*Q~1?4Nf8n>?@?%UM1 zW`6zBDGh68AXYADJafEg`?fT%nJG)AH(c}S`}V!=>N)t9l?jvG9@_y)Qyo!zHj$q` zZoO~?v2`=<_Knj0yAu{nE8n-PWZP!g+9l{CdrS9hNnbRhWZUZM6Ni3yd6M1-iOLZe zZ||IWo*ACwN|$>TFPu?2#Vy$h5^WD{*s}(E@j&k8B|m0+e4Xz8W1dIO_BD|!7rmP5 zUa@~`;;QLkp3aZQI%e%YyN z_<5@9V>g@q0PuQ_$E&#$4nTm54$$ik(A!SX=y@I=CRm3}vHdd9`n@{<+p&lh_Pi(j zUDvxi^{1DkkFHK#H$P&5`N7VTe;zj6V!dvoPQZ^BLA zFnj1TTkx$t_`=RyTXWq8xaDT~dCu6tneMkH+Ff?DI%EfVHpeq?=9JTp&>QZS_s3g2 z7-#iqnqAN&Xv8GTdhhkE@2)p}xK;DiyY$*2`0W!#zK8Oz9x1$jwD8)o(i^9W{f-q~ zIaqLUAL{zSvI|@C4=j#bIyQF67}&ZgDRW#uxd9*CAkXbAo?Ajb*#O^cA%){Diamgq zZSG9}jg)(vdOn?JC%<4u-tSF*IS7v(fF}%=MYGdiGrwNw3_eOvepVa*3LYPVi+x<5 z^tLkbV?{#Hf8$D~pT(3*#A=mtWLP8S4k{Efl}e@4>He}awMuO+JCjJ|5~)zg8|Y

BLhONtoY_PqbPVYCiZ06 z_r1w)cTsAisdY(2)X%o^kAy!9TNcD_iHUx=|I9Lbdf8KUb5bYrJ+;pkJlFy`G8KHW&xVk3gb2IZl6AeGg5dVFiu#CLMhm|OE1*^dZ=M{mV*Ka53-aFk z^2ul}F^}64L(99zD1A5Bn%&!!!og*7@OgbL8EkAiyCsd+n#pfX=tV!ErSE6t?CQ$f z+m&;$xA;tN(V3c$>p$;yyFLYYyTOB)c$e3n$nD7CkxE5fXbGcQ!mJi{qPRp@e@oOr z{ih!Ez0T6BteU5+`cFgTVo5(q$|iA{O+%ekJaRc3pT(?=rWU^FM2Gd0%K6M19=W8y zF@}Rp9wOxNNyUPWQf@~Pk5tTUhjH67dH4)EI+R}djb8DCiulr96V+S$s}~c+Z%z!o zyzAnQo%6;`bhEY^ZELf0j(z#(m0idON?%iRFNFQk26(IeFE&TQ5njb3~V|U?Fz1wr{ z;4=Ku0~Y_fJ~86zxXPH*w95CS(szWy*Z7<#t+_AS3*O*i0qq4(+hBLl&S_PPI=j$6VfPngJ)V|yZ(7P@&j`Qq8z$RMaF>`@3-X@w_3||TEza?G7m@O=(90ju%lx~L0gZ{?#i2)uHR*kH zB8SyA*k@MHxSU@809!c7F~>G?`~LyX{;)Ige;xmooyp9xjY8=ka3=j1e5Q~~l?s_! zqgE+Ze~ZTc_MHiZqJe>-?rs)|La(WB%F4*e%_=O&Eh#TXA(0jTJ2za|b`p`=g(Z+{ zn(*b7_3VM6KcD{3rZW+5kjrK;nZz~*uA#f3vb(Z?lowCTi>D(p>B!8^vUE~@0x36+ zoD)NV#Zq7~WZ18c>}Xn1QfEmry)3n>G`X`Nj*%ZrN)0AP1XKs^Pu%5_xE4rV3&br4 zf6fO#O#|Od05{n}k2ylh7DF1=frPEl*lCbgPL^NB0hCuOM6i>*xWmGvL&DhYqPQKh z%oD@KS2a1uhm+Q85|*js7i&sR=&_GSDle##H)|8t_FZ%$E(TZ^?G@?N-4@Wr-zXvo=EL0C6GCx2aGU<28PD8?MW3-#$Ger9kR9%DW zVkQ{Ft+n?7L&1Ji+XrLyJyYdPW8rC2+8$%{Iz!lEZSX8@@C@Cz1-j^!+MFZ0)a|_o zEhT=I@>h`IpN`r%Pi@L_ea=2Z(HR5$s=n^2sqwC{%G-oEXeilg%HL?rTx`l-W6Ic} z`!P-P!DjgDrjgW(BdI6#iHEgGhYaZ_Oz}I7UzZ!7kJDWTd554K%OK_M0A?1zI}6I5 zIx2r{)3{BFcHrDwY+uw|ooY&_b{#}0ZclA|m>VEO9 z36jg8@(wWk#6ll7-59$;AG_4>(?j+UP=8%)YovzV@>t!1K9;DTBO2@%@rJ}gfmkS%i2v+oi9{-qatDWcdwToX1AVMMRyT{) z-OK9vzdN|>KlA_DQL7chI+04nmhs!vBg1N?SSlb(g-vpCgG_{xi>nkOlo_9i%jBXW zg(zPs%vK1KXvi)O^g5OA4iue2F+uBFa&S(kKO&qK-QSZvg{WK>cPylaJY8-+R^vFRA=6 z|KvjGl5rLrr$ctnhF(|!zB^`dZ6oB+e8`EV;I$3lz0Kg0{T6S1pmA@(3K&4bL&zNf zkpO9Hv&1z3sBEA(5v(kP)|7%(B|s?*NR5C*z5+vUfgzW`5Fg0r3y@GBix3~kCvPz9 z3i#~`_~8Wj@-Pr|2J+zq`1S}8bOQKt7W{qz^8FGJbsZY_0Gj*+$a(|heFO_X0tG>k z@@TL+AJSY6q2MOb2=i$jb359tiLF3;3zXarc2OZL#_|EyS#IxDUf)ALCqU5uL^$|H z%nOqWq7=e(g}6{5EmO+tRSLXH-l!BIRAPi$UaywdDP^@PMUC1F&KlI}7L5j{Q8y2( zn#_8dvQe$5(I^mVd5J;_Q^*n(k|>2F+8mWBiBU>pmEu^1_@_b?rVxe6MPKE@Pcq>L zDgT9p`&i7qYi4JI#{~ns1pT{soLyY@E-ri9P~XP>J}*x1q`sapET%21%c76z*2i>V zb=k7IoO11=$*kJSbcu^^!tBs779Mxf2y1ZPfbtVaR$D4-5$K4K6+ zO*v3)W@nJ<(oxk#6EMYdYGF$&Ggn~Bw$+wyYbZO0N8V^dKOxrsWHDNMXf-{QN+RZ$ zgwOeR?~?x)!=w-fdl|w(mb|`NfJQR&imNwYHvRss`~6!|i5~O~));6L%@^BMI@@JxFv%R&H~8 zc2!V#$cpXHM|*@jkBPK$$*`P8+;vlqswbYijIgjL&s)PkeXIYJzdR&K;QwXd;2qAM zi#^K@;U}-Hp1iDf>BjoiTgqoGYgxM^!*#-Q5V!%gI0doT1A**^SR4d^3pQ4%^F1%w zTdxLyJrK(~06=|uv-I};LjZ8h61oEbSAoD>0GtMZlR;pEjnzD;#qD{veOyb zTEwO8cP2u7N7?uSK>E_9HD@m3UVN6d(}wDBf~Gb(sY}z<$GH3$0|0dvmMtfab^Qp* z*swlt%EJB+KU74Lg48+O+ou~E)U(;zPP&#r($r##Z-+{SNA@7N&}en z1OlO^K|(?ZX{3?fd+)t`UwW^kkU}7Y5L$pF^xk_hy<@->8w17#j4=iqQ;d7V2HbLF zvew%B=w9jQY@K_zbnklg>aRhvWh6Axm`Bg=2MgBI4cFJtGPh1Jx9fP~T667w*GI3$ z2e15$E%R3|hp$`u$pH3N8+ru6ZUI2Kr5$V8ajxTO>CPLX-PgviJeA&lEqmfRvg2gq z46{;8qf}eNqy;k)78s`48ztKsBw1;f*%?(d?4>3- z%gl3^S!OITO;|5t}O zHYyMZ8U3`LPGVeEfdsEDZWn9Rx;VsIN8-8#lWX1s405q)BtXR(lJFR zP7M&Goz+rgimX0KTAv_8CQqQVWi2T(WVE#UhYS%uSsONi2$MC&Pc$WtHzZ8pDwK?F z`RIUrxL-a*nV@yaX+$NxOUdY!_v7UQ1ofCkJyQ-*6vKTgHbYMDQS{>#q*i%Xld`K` z)sUpD{iSM-Q&;#Z!cVGV&M32AsG6e{Z5oG5O{iC4%T+xMs;)8>@~0|tv)mO_Jpz;u z0r^8cg{z(X`$1)ftExU(i9;xHbt-I`8kwl72vHY&R-`;o{@Abjwp8h1rTA#BbhVPd z&{DnCo_eA^c?FQ3112uOWanVglaS;XBsl>{&H=Kk8r@9xaK_a8C34SoO8=vZ$h(Tz z$BNv~N<@Mj1y{9~E1PoEh-76=jJz^bRqC%S{iexXEdHh__mNiwsY?Tt@Gr{r*XqnS zs>DaiA19Rwe=Fhd6&=}=arY*@_b7r+PvyQ*rMoDTA1DJ3Oa|?q^4c>QcxEd7owD+m zq9Ra{`&pj(PLcImSsow{y{4`XoeVuT@!mw0bVr{5R_?z|;pI5-!AkzwY5dh3#iv!1 z-kW6}n|b%?|p#%WO?63 zkaPtk+%U!7w@1I&f&TTeIW@i_B;@*z-S#F%3k-Fa7(&ZTwU?XfE}N;n+FWPf;+b1) z3?0mL78vWUu+TfUZ03=bChO+uZJVQg&)M+PZsTp{T03XMJdRjryY6iM`4=w!6(QvV z1^%@+-?J~*jhgRHEA|;E{x(qTJy7B^R2|q~{Eb%P!>IT^Sn-`v`JGtXZ5HnmGI*bTs)<=%ihK(ZQ*yxP0<`fOp z!ot~YxhzyBt0jYt%H*IkMw=4HniDvvWF|6!gUR4^=CNDTxUFd{R3ft}f!&(PZOi4h zX7lky%$9UcTNb-Do!O{)3#%oGg-&Im(>Sf^EOaWjBbSda<+kT>(5bw(Y+hTzXjAG) zV+yxDmy5|{qmnt8EIzi7|3@gp6;1=PYEch@PblXRO8K}VKE6m3+eoMo5-T*}jf7GW zzJ!M>77#1N9nd=DNX(gn|^3Y9u`f z0j^j`D3bIdL_G*`SCx=ZEb6Kh_aFp>GC_BxgpA;|rgKnfLTn)qmCkO6<00dOt*J6% znY_DBPN<*4)+pL5RXuoKU5}l})x4PN55=jd@e3!pWvASx32?qET7L z``TrF?c=?eaccW`KUUh`DWza1sGSo7*a;F^(orq#Mhgio;%>C4yH(hQ5_Z<{+sZ|_ zhH-L-u(N^RR3vOJLa(#f80nqzAk zZ3HG+8kXBz)!58Tn*qY@jEHB}^*=f{OuuDSULdYgHRCwbSyGu99uJdYz^b^ih+HL1uxEUT(2;$ZXCF=W!U>^Ux+U~E3^5@ z~-0tlGYaD!+Exa~U|DX=+fG%`ENBg3&&flhbr;QBU zH!S_QX(c)=0u>gG2nfOl{q(S#|7*qkPS=;1SC2Dyt_-j6v6Ca{MyfXD;8+}Ar@FaSJO*w?*uDf;`byN1ALBhcRh2(r}qHe2_*or&9gldlWR zADZagoB_LStbN;9C;8yv%u^R5w{Fkbw>Nh6(%c=(YYyxzT{*Ag;=cYsFU0k0QH$pK znCpBph5Sr`2!~nOJJuKMSeLWKspHN~#DU#C*DlcSUdA2Y#QN|UcVcITjbY94LycFj zCpy^`?%72A_^$TG)x!OotM;z z%rMuAH-R$kOcIt^{90%lzQpXO-K;?SSt`vzw*0Tau*afe)^Ix?n%z4GP#a3a<<|eLObk{)psfoVp9E0-) z;EP#0@6BM(jiGn5biU5h{yG=-b)G@Y3bUO38|X2?{Ruz%!#y#NkChyDbepUF%3AxW zmG0~LW+?}^e_gd8`QZAP?e>}boomh>EmB{Kt-ojpdtj;e$!_N7MKe9-X?xGt`ZgP^Jii(D z&85}*d4ua;=~wn9pWl&kVNc4X-Pt#eX5T!Ocy52<@m)!$cElXslyPcH#hv{HXVxcd zoD=6{8s{`CY=MEB5#TWs_QeqVpbLG`0lam z^dygwvRGzC@=*3Sdc>ptpEs%g=ej~3)JMH5jq}6Af3A=9td99o8RPX|c$gWXQN;qD zY+N!mA>)mWO2i_mRQjLT*|=CJ()6A21#C8xF+kR^GfW*3S%PmY#y1t?8w&CNU}uHc zs~RE+#=WgAR(hVtApE0eLBniI?Mbz%6tc! zV`?Lwom*nqlKhO(5=k!ohR=K1nfb7{%8T9-h)+8getpK9t>Bk~klPL*?w(C&@&!W4 z*Rj4PHXX~Nbu##3o zY*zPm_dxYKMsonOBaThXPQ~xF6T4J97Z>j ziWwb1kM*~*`cdrub`}LSLaZ3X71BEL=&h-Pn0U=w+R}$w5Nsp>nqIsl*jf}H)3kn-Tg@eLRE?3!n2Fvn2OdWO!OP3GD6XIJ~~ zqE@}_$a8Jae$xSWAHu``!Or?L?2J!Gj}de6iPxz$KSTp)T1_xH=VjBc)1*?*vF;*f zPbHhuz@av9`x|-vP29d3c6Sk*ki)^JvpW+xxF{Yzii7bUs=7siAL-6M!l?bg>CPJ^ zm5z3mjCGfec9#wli$(~A!^8qscNwwlbMS-ZZCTIgEx-EfzxOvs^wb9QRJv1Mr-h!asBtyvG-P#232}O5D3EyhsIavftQ;Uj-8Gf+b!Hd*FA5TLS5=F@vqq z!`L()wT?f~M9BZx6nPGvd<&I!2c2=hJ^Ljl`*nTX-?fn!s(&3V_TCix)b`_H=*6VZ!m7Zp0?{%ubT2}kdL;T!~OS_9pf7+G%5}$Up zDReg~a&JfCF>LBNZ2Bd9?(P1XFMaj?^wvZkwTVftXLi*vNmbl|CStKirt7ji_mwGc zmd3j*&iUYQakY+>j-I)mj)k7~hB^8lj#<1pXcTnI=F4Rp&&vzGUbhXnY2$s~w9wlL zop_oEf7Da@hFtz0{%wEO*Whkj{AjY58pCzcL&D0nzvx zcJ^og71$^i3B=RvOgb(V350(F8~Fmwf82+MNBjCT?5q)mDJ!jPC*g9^^RpB4DywS$ z%U`%E5KTxlwi<~pt8FSrG-Gf?o=~WXlhsIPnq)Z+i#;?rIM74t!(#eSNNPiQPiY1& zJDOOKNUq4}El(#ECgF2q@!4_2ocON1SWmG}AJ~Aq zIPcx$pd(oKEe#JBwLDscf492gf@$1p*ylNb$6WB06&P;|)hz>?R)N_Iz&I-?))GM7 zuoWh+9SvH-jortI+9^!fKc04UBKPcM?#YRyT@!JeWl399h?@%Jor&xtlBi9x#DlWX zjfm9%;kmQC##It^RQz?Z_=};`6_DHmIQOAR_;qFB>4`v{Ne^(`MN4`cCVm9Uqa2lm zdsUHk%D@?NAEOBu9nn)jo@k{E)SLQYrY<<5Lf%!DpZi^USy^yamAGFOu~QMgM;W$% zD&~YT<dtUwgPXeHof`2*Reo1pbWWYRS)H&z6`?B+04Dul zvbUi46*w8GJr$#`2!$yF0CkeJDrcWM@1!c{lrm|rI&PCXcDX8Hi88@anJ|CKM_2GS zAp4}Rh*+ykJ)+7yqRu*^OxvSM-mHjOA`Q~vy#gfeCgVR=O(pLZxLJ<XEYMxuWFGMAn7zgyW)+O_Dh0$+8nu zg_q^&Clp!7l<;-Bp4E~HDzZ)4pPLc z6Y&rtUX6%XF65SoxJ6=KiI`U^=H-jI=@L$ym>VtO#frEgB5sh76C~n>i8O(YiPPbM zX<}ifSeUJ8;}T?u1sM`S*0>;Btl1n9KXV$QWeNFN0$!SspC(|1BBS^II;r(-pZ47) zVDLe0QrPnDs4Xr2>+6Ho-`-}pbpddA8F*$D_;5Suc}nZ~e%O@_(9La-%W>G_ec=5a z;DcS@jg8QgJ<#`Cup}>7ZGjHHZFU#d0)^17%mWHjprRD0BooX}22vt`Xn!#9HRN*} z{B{-kavAiz2>D!v+%JIdP6F;{ppU1Z_b0%2$07IApywIL;}qz267)O=`CWkmu0y}> zLGiD^ln-FiJ0RT+%=CbAz5`VmP;(W4Lm3d;EC_8jxHj`PG|rqt9Pz0ZKw zt3A*Q)37r#tiMNVpa-J%fW2KBcBb*pIyKac(59(8`=g#=TR?0x*wF}K>OpiJ&{U;K zYy3md8p?tCGN7&)tSg3Ui%by(^Xm&2*X24@q&PK{>_HUmX(~S148MdfzTa8v+lzt! z{{5RyYUpjx9-|TdyKj{LjTxm;1Y=Y#u~UGkWEB=y6*kCzD}*@gXlM%mUEsv)Aj$LK ziPs_Hx4(+cxrk3b;cdOb-+4*2{S4E74}1No@zW0_hi>zB-(+mM%DC&%;T~A-;nxzK zQsfsLd*jgyndv4fwmwx8vw4)o^im^XoCTe ze0?dcHiFqzg-rN#e}VoTBmL*Pu*$vLN{(IbaR1J3Xyf90IoK{fs*@X@-e|U<4gm7C zbV{68)nDG7wtRNg+D*KaJYF+Of+xy)$ucTss+TOqVm&!uxW(qtw#Jcj4U%n)(`;r&&(g}7W0YfUlsnfXZ=q$5oq2|> zN%kW1q?~ug4bv@j%NLn8tha?Pn^$&lXXjT>MnjcQ!u|dGcTZ+UPik6cVgeyM z```HN|5wA|@q4gXTr;Yz4#^ks$A#khydr-Wmx$LcpN{M=3i`%qN6|W3N4oGF5|K;7 zjo~pu3Q;;dARVF07-SixW4xO^n*1RgQfQ6XzBl%aAaFnJSgc@xM~86s|?IcpLHm$ep5;%g^~$f+K*a)_d2 z4=H$~O7^f~WI)awP!3V#{dg6lSJ_WcP}&v!MCAxoG14a=rl?sA)fhv`98eASDTl~P zGFpL5Qdb73;4aGKzf>_-RE6%!>QGffqN*iZMXXf~;8gu>s@^75V}vqntMV0~c&;md zyGZW4N0sTO@yi-BRUKu@_EJ?xg&LisF8ZX3xuA|Zrw-n(a<@@D(N;bH<@cb;zro4B zK=~~|ehZwq1jSGl}-;_n4mBl`a%s29c+lrLOsxp6dv9}`a zl|1qJRs8iS_my%lXC?fzqAFOG^GQ|Yt%|s)@LZ_~Kd(%8Rh9>< z$^sP`uT|AQmD%p9)W?d1$BMK!%3L=^%*Dyii&gM<$~-qk!0xH9YbFA=$b$|~1ss$| z-&Ewd$+O)j!mdi)cS~HBNnS4I|E0^n1PHDI{L?V@agcXSS9s5Yb9u)2r!C@lTPZtq zD0@NLMPT5*5%tZA_Iryku7^mu38?7ch+C&$?_2M2=H$IyJ5MjM*=jjsgN5NHD}!A& zMw{mwuC&r$Zeg&dc zocU=0?%kK?*_Y=*$@l0h@S>Ia4wm^cDg%Zq1L-Bcv{GM2#rNT=prNXuq1rHJQ{qTN z%t&Jbqc(K7E_|#dncJQ-RQ+?P>Ibtanc0#&)|@zmh+sA+4mZXRBf^GjLRc+{Y*g}S zV*DHkVZlYPZQy&X%^#kYN8rNT@`$s zCN)vmRl)Bn=MkoZ9C2krVwr$g&g(4HC~4i*;+|UZbo8Q_(jX$&YiJh*DWWz>sEy*@ ze?qk021y@M+*dCq*9p5Tg*}=aNHM8KNG#{$3NvVQyoojBgxF-~cd z^kX&bthY@{X&)z{q}`3u&T28LM1pVD7-wCr0s=}*ZWm%|1TCdvT!Wa@F2*)5#(vBnm)Wm)-B>zuhph^s3MVsq~83OUfP_!W| zMjxnLVKeaIE+gd2Xowfv?=}0~U;PJH^=?|wwbH8HR=;t!R+$l)s|ywCLxlzqTnj+k zS`6JdHv07J=-mUX*H?HxPdHw8Mjs!gUE9d?dC~XvZTs6N$S3#m_HE1EzA|r%z0X|j z7)Rr@Ee@F{k9#d!`hE2h@8ydw8|$7h&^e&5b>GV5@=TpuW=3a?4G!r;VdqaFJbeq_ ze1JcF5q)6y8#9CCEl!o!Pd45* zIWG@%UVGO>_tP?4#PjDqYgRos*8XB;7`nhD#NIf@Y5tF8^F3{6y)ZYpVFY_%tn+N9 zZt%L*Ij7D>Y}pdIW@UntL$srHoTF8tlS9+qwe&zYT2y4#zFof-S!Qf>dNBk1wa_Gf zrDf`xMVZcyh^rT={{HCer*YTLlCGWVzJFelk%&9BC(RNyu~2$wN6C)(k{NqF%cc?{se5zc10o48Fp)aJ7BqrWKW|>?@bdEpae}FEb8Z zWb({N>y4@QyIDH!*81rOca~qf7QcPlGh;pPxu%h8mlU5mnzVOk;?5mW8=W%tuT43$ zG5^ew{1uveJxXBKFX!Af+03$nMFwUpf`+mV8$4_&>w{vvg%+Y;5N8fGHte10* zUd}UmVXYUqVqVFijp-W}M=hOQuwz}t)@9#KAb)eMf-TE^=b1j%2VPrfT{PA@F+=-| zvDQ5cy>kYD*VZ*Lr%qfo24BoI^l`NM;biS$qvyLo|AQ5fdDw~I{Sx)%DdNq|f(NH# zPi^|LX|day1)ta21#NTsxWeYPxxvRp79RE%Zi`I|PH)URvL;}ONszr!#1iAs1xD^h zu(vwEM?KI@7xLBxeRZJ7nPANlt(uiOXeuT)7I!t3b~P1Z zt5Y$hNv$PuEqOl+f*yXqx%k(E`O(iDlHP4-FLEa%qw!V29cAA-N_}wU-#g3w$;i;w zl$WRM^nxGk8f^a6i}*pze~Zt4LMn5kBEI4>F6O*6_dO2zo`8Z*X@~!1_~jrFcEg6! z6w79Ga%fmCt%EyE80#oVy18zsIbwv6M{9|vp;8&GaYN|HAynj0a|oj;kb&^-FZZI? z_>Ev9>FDS|RNN3Ib*Mdc5R*8FNgQiWA{XArr(G1&s>Jjb{s5BShZyU~V|Au;I--Z_ z-ri>G0dn3P5VtDi+{ zXKBD0X1aQ;jn$7CCD)Ji)D3r6GO&e=_RLYdhQW<=CXcqo4>txg8hjab-)NN|spW1x zrC+;Cy}K)YyDNRk)&5-tFZ!~s6?yEreqi^;WsbHp^%t2MF0;@*zfkwF4eb3&Elk9j zzG}D5oR@^6FC)al(cT8;pUg&b9iN6~cjpn(Z!%iqMzFc$LJwMv7qdN;MX4So*N*kp zai}fa0W_E1%A;chnr-9L(E?fvpW47974yh>W32)B_=Dv1Z4~&{-n`xYRgXqH64>NY zCb^tRDjOk{jC2)^65vDld=|Nk-IG3yjqh&>9cT`x)cbc=e4-${I}2X7q&yjHO`>6v z$PK^9bwNEfzCAVHC^aAbFPlAD4~5=c*a^QuD13&6KW@)`(3btAHS?y|>1%E$K$!8SRMsOX!W>L#^Q>otb=k6Ng$qjLRRz z=k?YEHAJ34#a@{9&hE8kKGtm3Gjzs7M9ih~pGQl+AFTLs2=2M!!3LeP4$#G=;ET=L zDfjftJj_Zy&#ClVjZVJQRrm@OeKq5)W6~>|@Ox&7E{^#87hP2zou!{TOFS_-@7r?T zb>w}-=DKy{yu)TaYmPlp_hWsP*Ss=!1H?Cr8Xt#-pIdP$S8(YMh?x(uDOXyf54R;A z?#w(-%(>Z9>Pl+}8EB3l>c}7MDjO!03=;}Rhy`PW?3y1ZGhH1DJlABqt<3dsM8zCS zd%tV3p_YZ7?krs`Ykj><^9?*N%?rL~=XrU)$HjSGSLXZQu>E!0JlB0u?a!?(iI=;| zzv7GCLmsb8^*TvF=Ja>9G5Sfvw7!3`GdkygW@r3=QnP=tvp@S!cBY|b{D0bK|Cyc1 zWHOobAM8xC0s)W59~og%skAN<1=WT{)FRsm*sAi{GI&KF`>=dXD-)AOrS=hV)OJ*Vb6sC;VRvCtSAHD1G^Mv9v!^(f zm>=Jj7vG(q&|R3=U6er5@Um1&d3tYII;AwNwH z`+)alh3u!JB50=k6*Tz>7=L4>D!(a@c9`@8WiFuj4k&ifp7Pb7ikPEu@= zI%B;$akVOXxgykF{@qgc3K%;NjGfn&e=t-1+^kAEr;0nO{%OO<_4o$RcRcToH^nDho@o}knf6g&iE z-*pvn7Rq>YWtgryTwfh$u1;L8PTr!5TdRt2RE5t~M3^Wej8qYNlkPCi1wisvNB(Pt zGIpCHexovRlOk!8B4NEea{lBGNccsc@2VsE0E)fMCZg8~y&Z&a>}39%<#8wF5r-!N z*2#-*sZgJlC@)P~W5at@^^@OaH-Lm!QaPxUcwdl;25 z%#La%zGaNi#_H~1kvdr<9Gi@1lZmX}|6pfqYA^c_JDcu1`vcB6^Z^ciKts@IR5rbz zP5TEp;|$U{gS6?Tv+0^^_Mey02ma-qu?Okw;X(H3bn6+1&HooWn{GXuR?p}R#_+%Z zt-pVuzn?xZ@bB2hf6xEnna%+opO_qP(n_#h>H~S8$`T%A+JWr ztrT)Ag#1!5zeLO{67vhE@mZ>f6C>uuOZd@Z-p}cc6!Q`!yd<$EurX6C%n=E*MVdIl zEXg!P8yDtEgmAI2NF;=d1$kmYj#$Iak_EgZ0YAP6c`5m^&W|HnK0Cqcw-$`7-Q96( z;%^wFzncB>(2Ttfz^T>Ho$b)QE#Q-#u$!BqOY6Xk>w%lwU>7%nf9(JsAB1l1fNpGt z?l=PvHh@pJ192Z<$O4m&MniNXRF(~-g~3w7psXlZS|k+i1O5B}e!T^JIuCw41AI6G zemVnta|C#K7<_#Ue0KtLJqEr$2zi`>eK`xfKMs6619@J6ye@(sXMw<*Ks`oWqty3{lM~AsHqfetOA;?ypgZmkpMm`NW_j3^U_4T{Bc2*RI}CNf(o&qLL#h@ikoEPZPIa!RMb4quM%-e zCENPt5r)y6xh}PqHBScYM{9qYO2zx zXANZ_vJ9v%0qTlCM4hJ$xeqzNNl+S7Y%}WcKO0j0+uAuK332aqjpK zshQeQO7Cu@b~pcb-z)#?8LaPMk^8s>a9(8zr=+;&)GN_APr{;e3QI@c`te@+2(G(} z?)gvnq)1-{3ywY)op~lW@lbg99&6o6&a$IJR@;Z|_KvMS#$9u^f62-2J%86fevi#8 zY>Z8gyYuYcg4K@=%)Xn=NpWy0UbnS*&uPr5b8Qzdme@P~1c0(ldnxbzO1A9DbX;4% z|763V(^VUeRjuDw>a;Q2(za0Fun^SB1Yk)3kP8550N@7zZvemxW)(1NiHDxqEdaO) zfj0oy-w=2k055{z1rWRpf`?!*X8_m@0(&9YE&$vPf~x^wAq=#IAZq|PYc=EO93wLT zc6v6@8FhUGmpj^?{O#E4O#pC13yQIsm9)~a+xHhOuVS>Jjn~>W928e;?N9;$wGfmA zK?x?hS&Lvb&N_vQt?3^<1&DfXZ5_X^LDJSX-r6c{M2=@?@SndR&$Vj;03-m^f?zYG z%~-v$f91M-7%T(;!$I&D2>64bHwb4D4q#7jMIUi)IlUWo`EcdY zo$>1(qgL2PEVT)@vxu`Z&ayKpU1XU%dq$RpZjr4?z0-o)b&HBt%_&|zyVPlJuDyAV zy;<%O%Um1t?AfNdb7rMj8Ko{XuiU$_;nroMuLr%h{P*wQ=-6LHexEDjL)+`>rV}0i zP0;?oKYW3R$Kl}`n_8=CYm2L8lT)qLi0}{YKU`jay?Vj-;_=?vN+ur5?&)TeNrC~2 znBFfO=oJt2$VLVf+)){oFivO?bt0r)O%sF$8KzX)Sv`)emJ#a4n{uR;p%YaNOl#0?%m zHOn4Sjt)%r zt;OmAys{6c>a12_OO^F;%5ra2$_<6LgX-ff*ubkn|L6;yi5f3N(2E zlAZ-*rvb@XVEhJb;<2&J)lunpKpu8kk@ZOl_ff)qRP_m}<`iZ54@Fs^sxm}b6Q!t+ zSC#%yRfVci*~*$oB`QsUOjlI>Qa8k?YQmKHo{D^TW#Lz4>T^Z-IYse__&wy76pO4r3o|6QuG&&td<%B=Uwf-j1o!&4s}6d`AnsSlOeu8O3` zs!Ug9(j$57ZDssDRgSx|^5lsqvJKb|GNr!BY!@GgU_lfcM6fOQla*$<5D0q9#H z`W|TT95Cv(c*Ji%`t}0C*K35Bz>-G?vM;YIbbp@W{VnYNgBLruoL*{mZ}a+t_O>f6 zbe5axI$7#DnCUJw)>}MNZ<&?u3QL0}W_pg6+J~1Kyxe1v_ijt$k4xx?dxYdylpOco z?2nY3PyL17)M6i6>G#3%fWgY(p~@gyi4VQZmtGMtT>EplHe>`DJ&cTFHKmRr<3}5! z$B+qQjS0-=BqlP7UKz-2j2o^EV>Ks_HpQ|uzF69DL#!ruu`!<0nmXDT&+o|NcEZ`1 zv}u%<%Ee@}F*#gpF1I6}hb?BKv)HIq*7Wk)vd5YextL5|dmbNO%E1-$31wr=Da@us z7CM91k;7@r9YbfaP$_(DKCiP-&|SsFS8&>MnN4xL_G~UDn~yEzw&!r$a(JD^JX|ri zvsgf^;NeR6T~$1M8K(ozCzK0&5Q6S19-&k~C>0XQ_=Hjcv6PF=6=*UNEBPAZtVlrA zWI0avlpzG&H3Cw#m{cv&u(onpA5zlWASBfYyQ?%!WIZ*a?iy)-vnHgGijq)}VshSwIWg#pHL|zR0z5%M4FDXa&AXHA74D)Tg@kw2}xCg?g~*)l?K>#S4(>9 zGhOvJRg-Zfh(KDS5I_Q$O$!5Jxx>H zNI9ud(T$X2i>F%Br<&6zn=@ps`BQkrR2Nc)DV`!VO;Ourl(q>fZh}UX4B(}G?Gj3x zgwihUZ5yYwO)|R1Deao>GklGxtxAk<7IwEzt7jN73ByO#iBOdie3Q7RgO94>l*Dne zfALcNSb@(*+%FA3+>>Xcmt_hoo^O(3qK$Bz+u*#o&dDZ!zS%E5pl*$0x#N=b`KBqe zv=fZABXpn`eOR=SZiIVuy2+N8-Pa1-}=EeWYL8LEB?bTxHoZSFhY$D^nlH(uE3VYUj^@DrP_( zs~nim?lC_<9rJo5jQYm@{&w`$#r~T+87}8(KJTh7A5Yuj6uZ`f9%`pzs>ox!-5k=+TZu?t$FX! znUY@o+{MFk<`4VX-xkhJ*z8zyd~b@g!z)v*4|DV%m}sBU)7lLIU!9h`ww?80rq)wa z$ZwU+OB;)uCc59&I$}P0#U0ukw8%1Op;_=;)9Q=IOD>#@T(#uwoSD}Rp&N!;_l&i^ zF0suzd?a$~hUD$e@v9wTmRiL*m?ti=4l)MdYZuZzU0R;p3tGDP+dQ)nhlSU4LANQWP`kWhvey1dt%REkS`yeL67$1q(;;qU0Zo@1Ld1f%WIeRkFJr67A7oS zn7U$#hq3NM0C)-kUdDR4o7c8q`Kx~Cj*6A`sdg4WOu%0j+F>>`6Ia?LZ&`!;<~v+a zGMJM$l#xYo`ixg2TM(?d!8vI+U$-L~L{_S+%Ho!?K30%j?!GtXwyzZvXPc zrRJ_CTJEO04-H^{>w!O4uPncHqx{YTzvXssEDh=}9WB0aB5ucq2m{`TjjfCf!BhW!S*H*%jU$dw*6wQ<7TD(%uMU)EG-u^trr%$Z!EPw zS;5|$X}vRp1=-I^+p)ap#FnmauZFWD`(wV+e!3zqZvJQqytIJ5u+n}tU;o)$!xwW5 z@6XbHF;VUK3Qg68YyIxh~K zZS)ETywd?ab-`eL@TUP7qyuJ|LWrdh>DqFJ_vv2uL$t`(jNBjetiX|q#Non7O2{qB z*Q32350jp6?{+)h746oX8;OYUtjYRWlM{+a@U2S<{@;3-p?2ek2Pk~@7?VNE3=I@; zSQ3dyCX*@T|6pel@juy_P{3x64EA;R;nAd41iroyk1Xm!l@nV^3CJQMvbejcu(LL; zwLA$`6w{dHpZ?{%&tIyI&}CO1Y9s)IYreXylIxH5lSrGIzb&%WxfZu@6^ zzq^e`Nb0Ex9%%T9&3r;A`Y?d>$7P?*b+zt}FFNT4KjYa2h&lusL!V70Ez_52C^uO~J#+pOl2#ou79V|83L! z?f7V0=wNdwqa}*bmPp6M529ij=r|@Wfm->zGv$`BuXKD2H_jw*d+NsUB_mk)C?<>9 znIh;d8$pLNYTh#t?+0sM4OG7v#)PwbDwy3BOk&|MHj9BtprfN0nD`-V4yV6~LqoCp zTgIlBNo{6Q8b`==BRzG4go+_z5isQ7Wnedo&u4lgt_x6s$KHPPKbRqG#}m9#G=&m2V2L8Ilaa2xrFS2hB#`u7p2mTMJ^p9RkNsdocE8o)E%~x(2p!3#)iVij1}2H!QzoFb4CCRWtx@f1 z*N}0?(21AZ({6NR-tWkI(U$eHJ^Oh_&Qny%?Yi)@Wr2rszwT{{KJ9tTdMymtVhC;5 z2d>TrBhMO@dzk0CS!aD*R{4E*rSFcsPpeYj*`~gmA9dHl?bsY*@$K$f4Lc*0dTDgO z-1pc#x3;YJZP~9oGVU}+9IOAawZ?Z*iJM`KmsQ>Og~-tDJ%umYlWq}HZ?(mqLB$>- z72KoNdeNJr>8Rwv)(l2R&R|>WU~BRqCYFJT#1*{EcXQ7DxFYZK^0Mz6YJY9(DgV@w z@p02^Ln|FUD*r&7LpBI(|ZmWyC zlkRow|8{pl@`L${g%x4`~Dw?msdchXw5aC_DRCVB>$_GYvaq z3k4c{Ci>U@!DnKjR4SE8Wg>x)&;5s@!sGFn%&~szU>AvkZo`$8R%hns$7>~kIB2NTjqOZ-b?+!IsWePhfGZOmn$@d#MG4Tjkd4W0*>m!Yw1(AZzl z$Tg649U8j|^=*gJW&mFLV9Zk3n7_?<nbBMwz=!8EvMHoTY>xRnjxOMy&faD!8?x!^ozIY1TwW3wuFgX;4F)#nAuFALsdMny(6h{r(B4A`R8yGnHX8 zDhLwZhS(=T@mp}pXOSXwy&`(GGHRtVcC8}ZLFNm};~kZ?f2oSjC{njde%MNXIZP$) z5O~@NKG{nHH^_WeNj_RDs~##^-l-a1sS%n!H3j^vI`@P;`-Hse)p+g$QPe(hs58&a zQs`zb{jp*y?tnb`fHHlb3Vw2`;PQCr;qkbGvdRZ?LXZOIA5G-&DzE zIsEcO+WCoym69Mmfxng{aOUts808=^cm`zN0>_>J+;`yEGf3(OihKa!S6%)$Gq#5@ z?Tt?F>v?4t=91&yjJ6hybu^CQ&@5s*s~gMe(Wqx^GJ#F$X7zP5`$%JbJ?#D-Hno>U z?HwDS`~hcw_76MLfHV3Z-RvK{?4K93|LaZ%IZpF6h9=FG%N*frTF-cVo(6^gDL(t7 zp3!K7H2NT8aEQSeq0Dh^@KVJ5G>I@% zgU|S>|6n@8G)?!JFkK?d6N^g3!eX(oP%JDE3E(1ru7I1)=VnTHsno`6IZw@E&zjb_ z&8zunop#Ug!3M3rH|m^Pt-X6GbZ|NB_)6HxRp1FH==dt|LmOMnXpnOtdfeV$HmoBQH91h6PAt(ipGU-sUUw`kRuVKPj8xppEAx*l4v+) zxQOE`;CvBsy##DG9_zV~^-Rco!Drs(kKW`CUuO^PXAf;*5A9+NZe`M)M`)`?=*t)b z)^w^atq-8}L4#C7MxQy2V$|OQqiV{|fIsYvOn{~<&ot86G%Wj{7TXN8BcWCV*jxoP zRRT>F0J02dC0R-iw@M9 zuTON`6m{%c`s>e$Pv5*>vpZ@%MP6-eDbFKiX{1Xc0Rd}Jg~RUX?fB7`DyxwsSqp%1_lFK6?^|8 z1|?%XV-PprhAv(86aZdBkShp!f#59=JPm-SKwuvL9E7yCfsiuV z0AL^hdQHFV+cZIo(KpDlunjPo6R~h!k;MlTpDbjgy(x7Va#WD_5eMn z`ZJ~s&Y)0!|8xGkZ<>G4|ARBa;tGZ0{;nQWS%u%zXA=`s^d4%gZ=lKu%F{$|176 zpP(G>Q*j2BEV^QhrWhGe3{#a1@)Q-PpkNezol}$!C7q}kAS$SxioQ-YvtKbnRSx#3 zm{i4Rzmhem;tZ?U!%8|?$snt!cts0biOy4YRQx8^t4PgLtwm}I>NlfXO>I}=D^;ju zb;32}Gd=lpZDqnub$f}byIDicdOLpOYNuKF(m&Bn7RN= zorR{(!DOdlk~84sc~Ev5kX`y8?7ekRTYtZ<{aq`;y-0x~b@yN0<=2)9b$55A4y6=n zfl}Ji7I$}t1b4R}0YV56ArMzI$x7c@^x6A7`#tB6efFGp_B&^u&wOUhniVDq!(<3t zx$YZG+)^EXW;O9?hdktpJp8sI^#hXk3(5b56o(>3A8da30FS zpNi5jMS-6Z?}HTjBKhBtvJhoi1XA!FNwPf4>w5dCVh4z&Y8ELrBm$ zBxP(oV-T&6<$Ol(^FWG*- zcK+Sj6WeB)EYMS#tEak9Ut^Z8nw74)m5#OL?aavcU=(~s!C9Fft2&HX7BEy6 zG*lKeSQ^Bx3S*S|vuYw3rGdCoZ5J9UBYlx6t^yp z+my<#PvF+Z4pl{RYh&3p(d^ndesc<%%2=PoMk~z1IrVY8rg%v0@+n4Am$5+d6Mp8VH>ymSK*WZkRTlX0BJV&@{>r>!Sgcu2@j8bYA*Qvj{`=*y)-P z)6`=OH47J6X3aK@F;sFk88sZ>KJ4|3`Pi1Sb9UVvjj|c)N!oCvDwJ)gSz$drRSV$s;aoka z`R@&kS9h4McHGY|nQzX}@7nY|Iy~g|DDTKFpZSJ?%S@f8tNWO1MK7OSV7vL_96bj! zm9P!7zO7sE%F5Vrw)t5D_0xJ9M|D*0Tbo84K2i40+27Xo+u9XZOm!bx%_wmE&|g|z zU(SLhlXlrG~jy{M*h3jznE!sLkIGjZ}Dl# z%&Ug#m$c!C{Wb|#ZiemH{LxC!Z<$5f&b3u{ZpYZ{erv9MMiYBN9dlM2dSPx5zGGY1 zuANbv)`b7HAY$d*AJ)_GfA4NMxF^IAn`Eh3ad=DC@k5C=`&?#EcQn^}ZK``;2l_e3 zGJNTrs8w^DUq5bqbhmKdM#6(Dj8Gp|VhB6>d)wm^eO{m1zx-(S_{2zy&%bm&V(0ey zM|NJbXMHf%N<3&&dHr&h&CaS*$CDS$N}FvSWTfgl4f?7N!WNmutX`0J{!D*(Y};oa zlGpcw(& zSZlhPz@N=j-%V3>oUZfE!YJDINck&!+?7+F^NmvvY_7O-$@j0Net#|XTxcD%Zh73c zjgkAdrCvDZzjufxm#}x~F#ZoKd$kv!WYZ(cF)ReH^AC4r~2U&ZTJ=O*nG_hwipsRYArxx1xOx5fx zH9s$&?lRlN)m-PpboGFR)4$I%h*~?d;?hZ?y9X^IDt-4FcXeQ|uX00Qb+0P8Z?1J( zU*+)vt0KEcfk%&C(8u00(|l#E=QMZPJ1ZUMnYvC^n%|cg72i5o{r)EY`GuIv2YvRe zf46e}mFe0SO*IbbU>{lN-ZoZ$Y^vonQ|tCL%(Ln0?<~}A>Oi-&u^-GZp-c7sXX(9A z18-E|7cg*9gMMg&2wiNDHl|`BhHzvS!{s#9LVQRF@7bDRU#hrWs*?aAj;>`lL)2SInVq92+0o>BXHO4aYWaoBBx6#He&?rZ^#z^Aqf7#-}k zw7d`N{mz;=`V*{ zLTI&qw7MW#T@W4B)BI_*enXA^-AU(bf7r5X{rEk(g1!nqrB={a%j(D*CZw}lvpKB^ z?AAC=b2z=ynOg9WQR&JhWe#^{54ENYwI(r|A_kj+7$~{(rB-}rG{+2e;h5b;%EVngz6GA+1F~YZ1^}g!DG)U}HzZ&0IUZyti5vp0ip4wi08H z_26GJ+M-$HJT^I>-IK@a&Kv5=VRmM5$v8^Q7jpg!a?$IaQn!J+P+D6Wtv#1q8`V=4 zK(6v5SN-fN^CDM#@5VW}9Mz7uU)U67TONG8#Q#LG--*i5OBErPN`fy`hF`6TzSEdw z*PQaYDfLZD=G*pc`}Ul79e9`SLU&4$XJ^hkYN^{WF-c5s8g5G-Y>wfO3+U|`L-k>$ z-!3J-Tv_3}qao~2bNscIr2EaOkDJpTH>W*nN`6oibG0V?Tt)Ed^5ByVVaHzVGMx{= zHXX>;06J*^-!O%|cB*8&vdVN_lJst6%7>LH&dZY>=fyv_y0%Vx76x)THLpJYW@mu| zG50+Y=hB>N-td+2!F^Rf`^&rs%Dnr_J`z$N)J0rQd%rU2&D`X7^NPN& ztBE)}P#@h_>~m?2u|ABo(ACmcS20jkn`@wUd!MPxB@6qLrXS8&eY-K&>%6t+Nu9_i zM#(PAvc31)A2)e*czVK@%WdT;lh!EY3%P6#y|0hb(N1oz z@2f4NlxCA~F{JEBGA^zsFM*twNXm&N<;3*l#`WN0(anwN#m7_fl6vv+z4(Og?1-+c z2y(Jtg~P$t*Yheaf=)L}iu=N@SLU5BEZQHLHs985xB!>zhKkn%k}XU<3$t!O{QD69 zJ`g;?@*iP_uR&BBOyeB*n+nF=OqK1fKlXFF)W>Axr}vLu zO{QN`gzg>>+oFiwG5UGN@B=U&G#5$QrcBy`B=1Htjw6{Tm8rXs_%%rU5+p)L?hQ|P zLX)oW*b8XH4#+{3R~QHGi+Bj+HIs}xzMl|>H_{0$`O zs61%T@9+a7PIG$x0;KtvdMl`OCKz=$lowtcPdX<4WFUDBM%*#uKP=@wbH{=+iS?iij18fF+aPt;any#vK6XBs{za{C;nU1lb^ACzTP$ zke{0ro=cRTOO@^m5PKc@Ga$bWCU3&h>yXS1D5K{g`L~eLXTR~6kyIOH{F>jvGZp?i zlV0%1dw9eR;$DRMwgcfSXfnW95w%beGgs!PHt7M7uR!q~mixd8AE5AtWM80(udv(= zX6}K8ZGiY0By}>L@R&E@vuwhDwLECmgqPOXb1;#5_;;HJQhHCBcV3yaZz6cT)PLz{ z$`StO)dHtElJ^$;tI%Y?dZgfjBIBqc^Ry!Gnj-y(Jo(UM@}bf6YoqZO#r|8wKFb9k zrgNX`i$BgE`?+Q!c)dJqts-WVJoAkB%XZPP4dbOZC+i($RSpw{k2qg;v%j8__ZQQOvG z2JQ8<_IpNQe?g6oM}~?c*-d3ELN&V$RnIux1kOL$SqF;GC|&G6l$~+=$lU&3Za9|5(}p=ihi4_n%Jwod5fkDK~9^OQmvXR4$XwXEFJ#VIBvKZA6n;`FxQ; zDB$s!jKMxi{~&|Om|7~0@vqp%f6f2F5s5`25&Bz%&*w53eFC9CA|4cS2|{kQfKx8w zmWlbL62Vk#qo7DEC=_wC1;f!IPPBv@C*j3OxKR>LsDu|R6@-cfp%Ov3gdZ*uL`Vg( z5<#p)7%LXWiuuuEL6le!Ar?l9g)w4boK%!15#>rmC_WRTn;{maiUi3*K?0wjI5v_@ z#Gg%iVwm&X!fqqjX92dGfjzUq;icf@DzJY6uw4NTE`@i@f%h&}IkW<^cQO3;V#sD0 zWV;G;>@WE6D(K`IjQv@IFAwJBhhOZg|C#S+b8{8Av;=y#8~T15PH@Afe#b<6!@eKE z*H@79RmkxyczqN+I|x5H06#+68F*p?+3km49RRQPgV+0^w>IE|E#!U*b~_DuT!cPf zf_~hFf7}8-*MaXX;CBm(cnXIOEQ14Opz#0C)Lq7ctZ}5YVokSpa*4V5UCw>w?SP5@Q0nX)uT(O{Ue}()>=TQ z290H)t`yW2!&P~xZdQp$kEK&(XQep+jcrUoMAfVF1KKZ~_E{K;SFte?eKMaIT3;Bmj9cW(+&n^Fo4$fBMtxUK7@B zuEeOL&1e`n4}!BHI1fN25L}AEBm+1AhQC74X8^)9wPFkmzhYH>K(H?a1p*KRpa1{@ zAm9hUF9`Yu0e1jg0OSIoFA)3{0|y)G1)44JTeQCPwq4WPkInWUJKwlcKYi}M|1eTZ z+ZzB^7;*&QH2_ZlcmzQYAQYcH1kh~&t^jZq0@opM6F}D>_yPc~8oJc5aEX}TUs;}Z z>)tEF=?@{00-Hp^TJ|cK+p5r6b$A^XUabNz!N7Ad@LU*LhlMv|;bRymYt2&H{i~f% zZ&zPD7rlLR_|}cz{#y2Gp2hKL8b|fiZcjIGF`t&TY+>V`-5s|3x=-xyI$_gva9i!Z zb@|&Dq^`G0UuTuR#xiZ0Y2rMiqⅆ<<|HWv+&Di;uczE%rcEO(TOtA3NuiPv(PVG zzpC`!z2Cooch!^(_xJz)r}^)G_55r8zZ$+kG%_+e*f&6KZRZNaA}%jCI??UnbDx*b z3%|GqUph=kjvDSDaJst$1AT%4iikci!WkN4GbX4#BVEms)(UA$k))+?q_tSuQZ&+5 zHrCrRIn*y_4Jc@&2~y)kTj?aBXq-?sL985aE1l?WkkQF921!QiRM5L+)Gir?FwxmC zP9`W=Q{ot{OGfLIGkO%XZaK9}MkmP`J+gsLd0*QkxoMo#D5rMH28fe=?ec*R#Q;%G z>p}*5WZg}23IQ4F{mr2%xeSC&S1`y3lY&M&(z}$5ZaIa3ie|JfgjB1f5tUSevMonh z6NV%_k-u9ZdpU11=sMDrBd4??{q0D1jgpXul=>^qi_GDDvDD(J$n_Cy~&rim!)|=S%frqqymn50x0Q!plKUN&|2iU% zxGei|WWsxoBK*1{?imWs3Vr0&i4%1h6SWx=O?i{;6^gQi$xu7#+s&gN)=hlcE_rG( z_R?hZo(lIA#5)bd7hvgmm}3jEY+&Xdn7kV5UIWNBVBpa_y2~Eo+g%iob4_<0oz%&*qJ0IxD8BFVfP&>*ED2S%c+aLlu$CiU?+9B&QaQ zWaKp@u?c6Ib{brcuvN{ivtCk&N` zqHL%ojopyQX-eY~vRO4#X^{0Pyv8(kO*Gno)||m3WN=&3`7K#oG^#O`-H<3~&*e9# z^9h+el%S;w3E8~HbY4?BwrYPH# z!Y1s<6}F++PTE~0nG)8-#5@stF?VwIm}t%(ClpQ+ zD^MWbRXf>TGeN4G?5UIWHpu###?eNz=Fz^EiT?KSo<^WqV^h2d8VKuN7_=ut;!SE74VAF z`DuYeehxz}cjEm z$OIG{!}$iFcHNx8rxzKouMIvvPC37}@7fNg%RSP&hmmU+c+S#tpQUeaqWaxb%VUOa z$+7Kj3ydEbVLj*Sxh|ODv3B_bi)n{-u-A;WPUvCJndttq*d^L~czgK5~L9m|rouXM4}e`>7uz)16)7VuoRDtynDYdV6GcRNB=8%P!;Y()|-`Ew{Zi`=LUAk{u^X;>JA77E2?)Ex8!$Z4hj%9=CXYlP7S zzi4^qRB`Tn@rffLi%g>zS*ERDU3ute+nuYex2`rF-H%^lUA$yw?fPZaYZq6on_s_g z4ax3u?!Gn7Ca{-C_gMz+vyB2bF85lwHu>cFoQvlRuAfamuo-t~lkZYX=NSec ztqeZSHVpi0f%mGp;RkmHZdv_frFG)ojo+78`YbecpP}Vyrt--`-Q7&}y|MapBNaOn z)w}u_dvncCQ$J996U;kvwSW!tqqeM}_<2(k1G;_RcYb`FxqF$N4!EoVT~G&?G@(ak zS}!fN-Itj=FR=93xFYGe?QLz97rLrW)8NSE7A2=_YM(tUyL9D?na*1*uv3Mf>%r$V zq0>58TMhW;Y_o!=4+9VFy|nYO*P?rTf!r=}{O<`}rmF-SPDvhd02{O1>A zE*|)_Vd;HK{nLhOS4^~y>8V~b(Y$1+amP^2(OT<@9_FqA_K7hn7~a!?J+0Ng&C>X8 zruIP_dW{7yFwh$n*hd@6vDEibgR?E+mVM^5R|kf_-=KS3V#YW#(tiw>rwh9qxy|Lw zNH6l^ogEiuX3qvCoAg^gohwNW$o=L_%kZvF@GVY?sL6=>&%d9c5D8Q4Y-otqS67@Z z;&G%>$;8Bj;txBUn2<^&|L8jt3fV&pD!GH)TH8@w*j$|6UY<>?#-ZLBiqCR8tFl^3 z;%afBwHdy}VQ&MUZgxGX_x=7HV!ms8(f4MYM^nzH7Tl*6yn9>G*S?DH`0s~89-9!7 z?^CP&Nd;~_MW2X;pQx4JNjdjY-_P+n4t+TZqMy%5b6OR0e^&X=BW;OS%f77jzotJ&jlMp-96hW*0L9hHqFZtZ)d93)};>3e$ z$vZJ&>p;otjjWo_%qHK#rZ9S4Fuf*#UgJxz{zb3-HQeA;{Ap>!Pn*FKXI6cnm{KaD zHwpS{1(a$|S23$CXQ(lGs4bj0p(2y-rHWU{rl)btDgU7yJQdoZey~t(HT~=r3^XOtb6F|47NV@6No&ZV3?$ zl=0~`e0r^bS|gy=Oo6j{0ljf*n+5b%0i%siZxJvELIy!HOdM)Y>@RZdFLEa3*;9%> z4peycmw%?#{2FSFXLo0Cd-J({#k~F^UVkyKE2+24p||u6rSx5YZNMNgmqE<$Yf2;6 zg!fbj^;G(kDu4A&csk_LPRP5GU>d}+u+?D6pR~InUk;&_;8ScoXH%1P3WU#w%yw;4? zgeRxxg7xa)`bs$Zv0=&2Jyl`nOMH*#ecoFae!e^FR!{D2V&*ME!iDmH-H9(}9GC&k z#Xy@hp+kD$j3Ip45I!>vdb&n4*L8W0=lVp)Wk0VOzp>FgyAU%Q3uZuIi#~8WY}A@? zg_Q3|#5oi3pPEwMHYC1mN_;^`dtDiFvE0w5!tYR}|Bm1r)4rVq`EG`FejD1t4>gAz zXpKJInRcr;-(jEvRV@38+`O2G{`ve|Gb}LHP&d+4ou;8?tfjunLig1Pv-fAroK9MLUz_80*7Wv9wGStB zgP+azyfO3ER`vI%t&+TN5K2=?t zl=RfJ)c?ZYT)Bm%bxmzetz8WSVpd-9Ad7?MHA*BXI1>o?JOPV2Oe2x{S_yqkwf)tF zy@ko7>_!1b{1$WGa(zT(`c@W1#XXK08h?j=+v+9`7%(38YlMyzPv9{xh=aI5kvV;R; z-)4_TtVbeN4PFA=x7xpx*C`V>BMIw}>{H6ZN5Ap6k?fQ5wEe%6_bcN!{th=o0-!NR zAh`*PZUFHEjNDsI{#A3_MO}0ojQv>oJAIQP(pVX8p^R9h2w#n49{FAJ5Gj6w;2$6v z*G50i6Yy)R%Y2M zQ`i4aTJ<}2i85xHGI|9Pz8HyEt%%qp_g^^fp+4~*u#Z5@P2l(YX-ME9B=|In&wO_% zy_WoTpNqJdE8bw`&%opzFnJvk*~0vjkn%eQNneZPp8lPF;CI3nByyI*UsLfDo^%Hz zu8_hN8nl7>wnD;ZVDuX#3o%ke%#;VIkADOs&tc><^xGGfdqZ+BtjrZ7eGD;=Lkt@% z>ypaody@&@wG*K`WTAh{eyp4LVl`rq;okt0DF>8ff28JvviN~A=Y%5p@6n*Ovb?K; z;2r$;^Z0KJSl5Bbar*BR8zlRrGXK6Z@3uT)&t&Y*iMZV(5j#f$w@ZHgCH7gucQfHU zRu?;3jd(2`|Fu#UxO^gP&1A+Ik>^Hf(B_GfTa)Fl$FlE@XFrw~y`Cs~Kc0JaB4VY~ z3p3&h#4Z?#3oLeqM4y283ufY{#=vE4`*uJ%4$&?{L-!!o1Bi7O9)5;lzMD4i!kG5b zxbu$QkC^~}Vh$t0gHxBsZmHn3*0PC>oNfZQdy1X)v~$TsHl>Tx*Ttrw-WiI|(Cy{) zQP}@R&3LqdsbfEvin6nRCS`xX**{UU{{L`7r}73-9hJjk{-gD5s>Se6A}g28q4v`T z`e_X2Fny3YK%@2b^^tr_d8}m z?<_L|=Heq4Wrtcve$n~*O6B2U@Zub>I}e_o1~>PE6B{vyS3`&Yf=_LM&+URw?EqKy zW6o@a-kdW_`+4NYQ}Zh;po@#3EA!zy%b^$B;4hcpV0$Rg3G#P_Js(2$r=XXIA-hBH z(*y9MJ|I}3YVhJzo$Vb3su58;6O zP~crS@E!Mrp|idTY@rdOd4Ym^O;m$wf+qAtU@iDc@Hj_$lH4l<2wl)AlJ!orCYpc_2uhnQSSF0<5YKo?) z86H&SK~;EAfrBe@Fy+}WO3*S?N;8Z~(`J;W&Mi+{U6!(;B4c-X`u>Wv<5ihg8*r~X z%ECD8A#zK8Pg5?nyOz)T|J^4CM#K^+n$lTVY7>hhhDe~ zZn{id1rP1LHne;{bK!pKyuYb4H}}olkY+m1L4U?sjLsndT?D{; z`s~F0N1vHYe{F33!qm#uYJTRf1NBGGk?+2xfBePrk7fl$3sO?VanbxYuSzW}L#KQz z-)Uy$SMO635}3v14ZnV*UpoC`{@nK(DlcL19Dp}dYX`s^4D6;KV zfuML8;|D=M0r11Z@%s8ryKNe54kVeIBxq}-s;kGt*boRtkr@DA01DSUA>cN}&fWv) z0|b6)YNl=2nse+LIWCRgPUN?D3fnvQR@V4V8;{Zs4F~Jb#D}cX1&?f-B2I%vD z0YP^ma1~9n1hxPihR{6PFZK2ytf4z>`^c%N;U)G&=F=I z!lWpN1{7>MLhnZU+mIoWg4V4hHz|8-koIf@_fZyjN%6%-5pqM0|AsVYBfSmEzGj3} zqijq@@E?)T1B!Rk6pw-8J|w$^QQUy#m*9z$(D)%Reh^Gv(3p5SbJBH_?B^*Y@)45i zgrvJ5XuhJeGRG6aeL?cPl{ha1{{<=VQ5O7CB?W3 z%3hgGzMMAk5R$)Cov;Iw4}t7~%ES|m3CCFq?>(}wd*xo+#$8v+BkzoVJF1Ahf~37b zqHZeuPsqM(MSKq-@%NDETPRA4zJ^3yS47=VBs`KwT~j39S7bTK@!s-6A6a?0yg6^O z5jR!_4v|B!wH()OxmURhG$e6uRRJI?9N zy=`mHE}y$=ron0>wRO|gHkzxiG|^lzO?{3&cBQ$-hMDS{tkh2~(R8w%UF>zCC+Qt2 z$&r-!o|5L)pXEVLa~;U`7|8w7m*L!>?nKM=7%cccSnAKL458(Jqvv}w%lw8bLWaux z221@o)saJ$;q2-tc3lj*HF2EUI97EuYMIq1uxnzt4RL6lSz`(s&)AsCX-GmXvxaz9 zWeB@GaHuSlTNlHvN56(Y6|u;zkLA?G3!5{zjmaoPtBc__rEyy_x%CNrR3*#cHKy?! zlX#8EC>?9b;5Malnll7#Ib1aUF%`AUn$vjAX}p#+{vRK$DTCXXD(t`shy|i{Jf|@Y zRku0{L>+ixE2^9ETQa$gXapiEnxSQ6MJN>OEabQ43p!A+#YZt&F$&bs{KkAi8&24Y zlXMk}x=YY7#;zhXgOOM~Wt^3xx*54lOfDZm>(7csov6Pi?k*H{kxq0oDrTMds^Jbgj<{0B<8>bknMCpUl%}a_m zF3DSB6=$LmWvJ?>h4InAx?zB?u}16TOWd*|MrmPxayTO)fSZ@Xjt?CA{J8V@s_L04 z+0!v;#+q3(jS0I~QBQ4e-(*&10hLaN@dlu7r8)KDuD(lKC}-A?POs^Ee5}jveCqBs z9@cseX6mm^)EzB!lGZPFHPwn*J;!B%$rU}-r^f2u>y`)Z-*v-CnsbOC37NIF38&QSLh;(`1MQcu3h;#*TPE|`02r! ze_40h+hy9?y3Wvu-nR0cg~4+pZ1|da>D$+YEVWMCxFmkfg0C~Qi}!8I+OV|Bb~EAT zQR3s%?T;=H9A7rSeulH%n|o+)-pQlo_wMChycDu#`KLK1KUXXZ*}SUc+`*=Y_nNO? z&Re%Cd6sGPEW_4oH?wwb&fT}Q`~B;>TUQG9?((zLi(FuW`+EcN<#YVullZ-x+OHgI zJ$|5ciB;X!)eT!$)%-QParf%_qgyJDZ3$a#bx#}kE;0K)*YM|ZYtN-tAv@Q{A3E&6 zaZ9w#{x08d&2R5z?pf@=P~T&g-j{jiPBV1AEw=JrX8mi!O5e3hKh84=-LfKd!_prM zEkDmR`Z7z`#Z1+6hPt~6_PK$|lWEw8hM1?us!xs8JmwgGTVm>HrTJ~yjO2s6vM(I( z^nTyt`=RU8NI9<bo zz+MOAH{T@x?=?S-wY+tJrykZ(8+J8-UmL(jRWbWjF*a)8#T*N#MYAvJt6ViuxvZyp z%Sg@MLhFT@`umxBPS)Cf>#T71PT(G&3p%>_-3rTF7TTu`)emc74(q9$Ho)%Jg0C2= zzcAOlZlHQgAHJ)Pxu>UcR~Po2qZ{{^={s%UrVBf2K=x|zYZd6bE*x*78lV9u7{c|N zb;)1}UeQYixVFo#Je)E0{Pyb-B%Vq)SS-r4v#%Fe`Mu}CBm z@>xv!Ku4fKZyzTAI;OlS{0_q3o<0WoLwvxO!YzO}bxx(5ufkmb;uZNcOZL zm49o+p;3*5T=y27dwbzma)obM(3NkO^m0CL8>$cM!n<^2zUsoe4OD(^PrTrJ*ZkNb z?6WNxpR=&XX-wRkRTY63+T(9zIV|%%rRHS=GT(0-Y>Z*FrgRs6>PWfUo_e=4<6&3U zlkUvBl%iMk8gFJ(;9$KkwcLBK;6t_D>Y^J~dFPGdHiOW$AjC$kE&S48^=DRl^iWGA z4NZ6aNw59IsQJYr1d!7%HU}T*&3a75I}BF(aEZx0GG5SEEgEPL_BRUq>p7kItfmA` za~!87kXhk6Sp0%o{Cue1o7EaJ+!{Vih!}1TWH$d8s`DggKg)GLmFaxGKHj;vCUmGf zcZgI#Cl=7!@QgMbwKbPY$e=bQFo>D#dVjY~y7tzt!ABdS&UE7J=&i|Uzgq{cuQ92&KDM_ml3W+jTNgs9 z{Yk0)RrKp-`1N@eKekkc9cxN{+M4~oJ>R{v=yOMjS7*tW?&5Df<-c0fo;Su`ZArS` zoOrz{{$@kWm4=9uHIe5S%?TVznPjL_NN=Dv$FRF{SzS4U%`w!9FOAVxk{s3qJz5g> zXhEjS^0ENi%FuIVf#+~u2Lf-;aye?`dwY4*^X0#;7zJO~EOxbixm9~Uz^v7P4(Y)c zjp3`N@F^qAUVY4q&E^%pM+$$~COK}2dA%w4{&J7=^ZoCx$#hzm^42=jX;pLFy{*zsB4wJ2P*=ORfio&elz#cY7lu}t;|ce!qck8dtrm`#E@C7ORLDAQ(`Ja~Mxh>83usH4gqPUkc3%oZsM4W0(e@>|k zB;mdCzt|jDtg8pB7;9=6Yimu@P&3icyuE+Mr^{9j$E`gt&-#4H?EET?vuo7v@6x)u z343#!*2k+$(tkWAl%{nPs{2UUClK;2a89q0=u&kn^tEZ9BLFnjiZ0iz;M5Ci4BB4;oLm!dL;W4R< z{!SvLrLnJ}ic*o=lNU?Mi6G@f_e_zp9$b7+eqv8vJQ){9$xEQ*C-&wi_Tm%CxP%^D zEGajdm>${~=oWE$d9%y5<`*WV7XbO|hJk>6Jx+^A4)eQSEoiwtz3MQWy9O#<1t_)< z^9sbe1-SQM;bS$yBUS!=Sa?r$U>8J~1LJj}5K};RHIjZ-6Fb2pE@0GMXYBi;@xToe zk=rL?ZO6m6jd+`lcpA!L)`&k^cW(!izbt;ouR`KiBFTR%@wb&F4$Az8NbVIR(DU=vv+rFnkT3^j1{_ zO_N6~QD*E?#LPjW^pMEu$}lTs=u9NYOden?51NGpFPr>1ee@G%(h*|Xz@&LF@=O)^ zx*GYm6ZyL7x5rY2^K^xifzp1O;)%-SEiir!p125ec0%MO5ce!V{PmIKsc$o4h9W>s z{u3y^!4n_haaRoIEZnvL>fH!&ZUV6z827lcGKl;-w<*ZQss^mT$N|+ zACKHN5xZOPeZkN(ErGMT$WcZ5PHWP4F_OAdk+y##e8sq*`9#qCQU5t3KddBQEks|e zgx)iS&L)G`0q=#5#C`VY_eJA=OB89RCetnmT&)G)XO5?zn#g`Qo?|ze_hz!pQJQvL zLsBI%m+J_2goVystL%@8d#;`Z1 z+gs7?&AM-Er7VRzZ)&prj`Q;Ud5w5}TQ#Snfz#E@CAD%%?Yy22E}6*b?c(-zbNfkC z-Wi!QK;{lmxKq*@pW4r(_VefiJlX*7pGeuC<j(<-6qk#60*hU_M#$(dC!%RMl zCE#)XurmRl{|BE94-OCXQ>VJlsQm*2WO6U1ukU~RKPms3f6f1Dq*94kG$;}>MMCEI z*r-Iz6L8x_oH`MwQiQUz3JJe_N;)eR@$=BYMs~7@9V6yMOL;L8Zj_i4A>l?!_z5Cj zjEEC17Q~8$iDE&#NDzXGW~h3WED@$iMJZBYs#KIE73WCNoW^vC2qzKZB_jNvqg0F+ zqckl?BEpLWIFSG+k>Y9H?-{M<`HU9=o`Zn*UBLUn=X!8>*O+vh&bGz9-E(@o77-dO zYD?9#5+SeG@RQT<4O?*eAUORuw0Avr&r10E9yr)(uGc-&bIYJ}i!m1$fXfS^OAFvD z3*ko_fa77v=P~r_CFF7ivO5f(9DwW&K~MKXPi-)d_x%ZPgdgvPAMS$eb_07G;C=@F zdJTL$h4H!o`P{$++{ga70e;?u1Mk58H=)3LaGWEQ@(B~?0A)IZQeRAcB-ELr+MTUB z+v4chIU@0$QM36or%p4WsM#TkV zlG0I0*{Gy=L{cy!&O`B;xM)ODGAb?{l@yOkE5@WXW76tTN$H3fKZ3Helu=={R1hrX z`;7?vB>Zm@zL$jmRm%S<=6Z{`o+6I3ko8Q!e#~b-C9XXZAqP`~lKTau?Lo0d=>5skBCjNB~3v z=xq51IBRPJt@WU}Qne;mqajbHwR~E0sYXpcsK$euJW!ht)#O8!IH(q{QkjD(O$ViE zD#fV=C8_2mDYMH`mzAe&EKA*4mb$kh<48@`<;I+6gn}4%^(_kamU zpWzi}XeQe`z)ZT?de*wb?dEIWVGZX2Xg&aY)Ks4v=z8hs#?72vvHMi~;tja%2Xc4W zcHF;(+xmCf(mjK}qQ^+RG7d}59#WD?LoZ&`O`D#FQAq(HW6r|zb2q5Dx&3&2(vdTv z%NE8iwDQqW|E!Arh=JWP7$+>`j)B}Uz!8F80mvT4*aHx1wOCYCH_74)d-~ZKr9hg260+U~34n0MHBoSpsN-x|*$_&Pr{~ znVMSG0Qg>6Ib8jj(-IPJbN4X->|pE@0Nsbtg0PnWe1ITt2zW#22fsZ5DS;0I~p_4nR5tk^mG7fd~kMp|^rW2#$l{p8$kG5YEUX%fceo)FMpRC_q)~ z8-(!!sL19G!CnAD7eW&nKLY3@1RNps(I3Om0{~*@EhB#TPQ_OUhFQG+0Z}hyltN}@ z^*t5LRGC802~CzL$Lo8fO7)STL6ECpm%8Z8Mp+X0|0CT&<+UN3xJcpc3)Uf ziKoX4U7e>Wp#z=}D!92rkPim)Tn#+H!gsYWFU@r>>8qU8S6Pq2E`_o4VQ4;#LNrqV z<^!+@fK?c1Jr-Vrf!C^FwyLS@P*+*60&mm6?9#&SPz6P{JK1h;dSBh^du!Kl>0-d@ zRp(8nty0C#fmP;0@G=Z`mzwG`1J!T~&9vG2>E^m|da7Z%DnU9bU(|q~fvT^Os`oS~ z%3RgYTrFz*oWY`;-@kv4$|gtu#m@dOoe8;&&*pS?p)*Kl@C1U!!jcd79(ulc7x4B~ z@SU?ij%=v=_O>rGhFY9SFU#dLSBm<(Bm*RIcZ;a4O43>;Z7UybEgfwtkT&E=TS_KK z4RRWBvae0n+af2`PIgu*`kEDet%{z;$?j@7sTS#NR`j>Z``hHSP6f)jNXTF>GE7x) z7zlp|;SMTTG&!?hHqPYghEOBmJESqZhps4ijO~5EfNANK!IM%7IQLu}0BViS*PVq#A@+sH_Y^Vjjsp zY*cvcRK!0;Y7%9H0;IcINvcKK^N`A5Wx_3m*L>uyD)I=(9zgP&82Ncfc4kU6I}65c z>B>HAM&jNex!y?LFL~Y%CH@ai^DwKDCKvLr}Z z6RC)Ps)&86%yCuzI-~GBApdn*9`jJ1_yS3KfrQ>x{5T@_*p9ewmA^HUxy_uk(~#eX z<&S~vE||OtCT{`RLooRWOx^{u8>j>)x5LU`t4!EwPQEcyxUQM>JvSNo2uXP-OSV@e zzL6)tMj~%3ew?24JAtG;Q|7oM1>cl-S0wqqBL0Rl{W+5L4#9m?;65vIJ|em93cQCr z_oD*mDX)r=H|NUAB4uSU@`fyVOWtHnmV!_suS^;7xhYTe91ndw{$cxs%dRoUH4}EG z;yc)h=hH^*jU;z4qO%b17~q|Nd6yv3WxzU$89t*$-3J(_v8>0_X%A=6UYS##>ULj) zT26tggHY*lxcI6?iQ}23SpV2p_dnR~dbVlV=>OEEPfCUdCH><-j%QEudrF!!Gv9}X_Z%$t zWtN4~^1cm~{A5;z4%fyE7XM;b1P_%4vMNHDRpH!*L{@d|a8)FyHet9rir<(xTpfeD zX04ehENe{WG$!#{GC0lY{FV$pDvPDD>k|2mX`H$k_LOnPt54$ACvfUxg)K?k#^mAZ zXl_Fyr!kq=l*(>QHO9#PGcIsC5zpV%q3*sxz4w4=V{i9$|1)EHha?b4C4uy^R(kKf zk=`3A5YiJM6$l}L^bkUT1PHzNV$*vs?hOMrw(0IR9hY@9tZ(mc?|Y?tw9mQHmd^QJ zURjpFV+(04dmjCsA9li*SS+CxN+)2J0_`=+kyG;|l>CXtG1ROmXOv0ESTO}FLk*2Z za+HykNf{;R(TG{ni9Rw#d-VXjPTqp58qwfbd!3@Kda$hu1zz+*1+!Gqiguhy(CV~& zDXl=kKxK?FTA`eVS|8=iA}KXbPA`z71g%I;FHtbd2Ur#8izMYrsJSu*`tl^iY*9nJ zjGTo&BPCx>!O2Ov3N*o&uAt@(l8Xk2`J<%L(dOJy4t}(iIMzlSX~mDV;U~Zud5lXR zW3pTt+Hapj~E7 zik4<6xklbxDyhtoR^&*E(gm6Eg4AeHR$OmlkRmOp|MgA$LVcn=LbXFkvp~ZPDBl!d zO_8D*x|ue5k(PR;s~1#nS>C*DO{j%V{8Z!oh0`Xt_n(^`nf#dn=aA zs^7YZuya+>66>-}^BK3#)t=abTRkUro>{aFCfE$|)kR+DfT)F&iO-!|Vq!R1sVzT0 zu|7TTi4N)t`@r+MN!hos#0nJ7(5YRukaB2i+mSUjOQz&Z#$;Jwil$^kI5hF7!`;b7mnP}u`FN$f+`Xs`-!Os# z=h;2Bw76jiCvRHhXE*tdv6lN3!>h*HPL{?W*DSd{+3<|9mW!pS+brw5)6CE4BOlkU z!nr<29+ScsL^4Z?j##fEB@0x0d*joIYV_L9x zW6YA733k)7Hf{*8G|pN*zsu_m_15vC?F+)DX~o!>#I2Zu$S5+gg*(onTx!jd$4F=j%m2w6$u1IsM$O*2kAp)-HT%uKmnPFY~|_ z|7CL%c5e8x-2T}NQB#`#ar{3{^|4f6A(@owlo)NKOh4=I+-nLT$ zSI+>W@F?gl=CK zvTKvqqIvH2_Fq;le>vU!nijZ?LHl-}AkcFi3who|?cHb&(Ug&G zv_5pv1U_eqoHa(y7-0_TfqRyEUNenct#!O-8-=c$Re0}Y&W&RMn-|=(H92geecV+0 zfDv-UNXyyU;It{?V5D``0^@9#5! zSUfm5h_bVZzO#{Gl$}kWGl@(p>g(clv`|>28d_Z;sVtLNmO-t_rPbl6)j8A}EUh{V zUmRPX8&;hbnEmbc>vOiAM@@@Eud=GYHRrx1;QR=vs?ncb@S!r|M%q9lf$#ZyErrO(Dk>u>U3fVCPBcuhtZN-I?pND#pe9=Q-s4Zs5EK zB)G0^$$3ajbtb1=r=>bEGHx-m?=rG(QByBbGp@4ppLExK=T>~^E%z>Qo>q3*D(9?e z=yp)yv8g@dMMtq;E7p})?bl6;=pjb&>wk3C1@P+w`Y2(f$V1o{Gi&@e;X{r!ha6%h zU+gM!?QQtjPmLD0mdJUHvQCnOQ!i!~^ik3Tr0~9S7iz>BO3cZ=M*ptHFZ_nDowXkt zqwXhqoblNMjfgYlwhotDG$ok0geu|=>q7br# zoH9=37f$tuj;hZcm0vn4zqFNqYOf67HpO(*{c0=w)LQ(Gk>|z8eZt6fBc@)ji8@5e zzSl|1dNV#l$YI{?1TVq0dV-lzCHzoTCv(%^X)A>F6;LACCR*@GW&zFFGL&$wY z#C@QZ`ZLPDwp9LLRsP8KS)buym-}`p?)|F5&)Z5rZ>kPG(o2kybT%ux8G^Rz{+6On zaz-Dspqq|mSNY?UZW0n4t9~6T4A@Z}cA)C_$?B-fwei;*Qy-9WJgP$-znq`vFbf=> z3SMjkKTd!w51Wi9b9S491u(MJ0J=6E_FSZM-CFyA1+v)?`hIq8UDVZz@N2cduh;&( zf{$_{#y)Ngzg_$DIx*3`KGKO0d#k1BH7(DZQTU#UeTz?jN=Uw45$sSIa-ux+XhqPj zRQD-`K6+K3?P>!4tO;0BAF`GZdzg}Rj+TC@~RUwpIAAJ1HAGeoI(}9h&v?dwondKfg-n=pWjS+e|;*-jEgK)?AvxBvf@Ui9B{o7q7jW%jx6) zTkfo{OWfauM$i7%Hcs@Np#)9TClycR&i)~6L~s9-uu&>j$fRFFpv%Q%}D=aDt2?-4h2nh)eOGrqGOGx^!e(l2H^6HxjtPXB#2k-m$0Cs23z|i2} z;DB@@4kH$e`+9qM?d*06sja!Ly{?p1n8L!wwBVxYSy3&ysGG4hFCGPF1&M8iN$o`` zZAB@pf<#tc94j}PnfaTT@PiclHT90e*R4jZfORB~x%3y)TEDF2g*vqRt>?U6Nq@44 za@)4?lu`bAkiQrqZiTxqf_^6;yaS2v!eVD2xd{s$A^t85$rj4iN7C#u690K4Ay%?i zK=u+0zCi}xn+|-LGW>JtSooUJkX6d`)8kQl$G+RN?9t|*)Yin>sUzoTl2)oy4`~YT zXv)1bg%31XM@{BgO`3xy{h%gkvnKXW^*7T#2Z*}^=I;UgJ&4E=8TZtY-v(p9SE-Yh zXdk6GEfH_s{=5quVDNuH1ZJ|@dLv? zVBiVN+JIDZPvwt)<$_T>U~@`DU^*Xw87fLdj)w>2V-Cj>rxJ-dfPQ2x2Ti z`Y*$(sCnvy<*JxD>R_Gm4`B2y81?`I4?)){h`kMBu7h|dFk&}Y?uQI~f(PD1vKNs2 zAwu4Wsb2tOmw@6LX7Cm??haHQK=}?)|C*+Wv{wgNsJ|G=?ts4Iu<(v{zq4-NZm44^ z5J%qptFL6d_MIpxus`LWExT@jerHJh2$DX8q>sShYptO-T0>rF{7vx+ zNWFmE7m@hti2ZaWKE|C+I-M6G!5tv;GE{t;F&w;l9Oont-Y9$tUiSZ9A^$(ZwGJV- zL&WEayF0}_UE-<7PskpreD^-p=N5IRC2`RQ@&pn*THd z19G{%TQ2LCNxDWxh6m(*QXx?$sFeziLxYucxitGiphl0e=iz9 zlcXxd@iIY#6xB1vD8x~6akyL(BbUU>#PM=Tl0ud>fC91tg`#jko&zH0}1n zdCVNMHXL9VVc6wHJ;bg3trr9wM`6cZN%tE`?{`_>?}-Fo?0_g~P?|OG|knZQ#n^pf;H7WcV`dmSZxS0uf+#NAiLUFU_Jhx>Uu`}y1Y`8)b} zo4dKII=RdFoJC!n#hvWM+_pLV_PM-vyN(tUHdBv9g8*DUGPG z5nl%pYXPAOsm+3m!r|%+OhX~21_$c$QFd0H2deTw6%MM(fy%R>@(idfO}8Y?q9kQ% zN%D-+Wc!M=)s^Yn%G0)0r0%N8I^Bf3PbzxHs7r0k4<(kxv&qHXY_dcm`0qYx{yD?) zfg!1!DiO0Jl2$yPmszY3bt}3!f{29P%g>}2yc8#2kG_cdb2e zHZ91^p6MIwjhEa7dg}qWU~cez!K~ulJDUzW5O?lrSiUO9Y-X&US@Fh=6-Ra#?OFcQ z(xCC;^?~XpDUm!%B*;^fsHe}B7+DkmkP85AmTkpN$INS&37`E+oo@!&OpURz`lY8I z1mG}$L;yGrzyUDy5eDxN@ES(5R6Y>ogoK zR2UAL$cs5Z;4pxWX=!iK)%gR4R>Sa82)2VDTL_vBpt%q{0|I{_m`ihK?wB#n0>E1* zA>{CzLV8Sl`7fur7S|_;)jbG$48g82^d5quCkn{?0C)+2D}Y`=sBQ8q1pR=Z?=Tbu zLBA(927+P%hy)-MKtTZh2&23#5{7;NkY+lmdCi7|DYgN??6eTtzg{un|ug{vf z^tYBl&;&vI1i@b+_yfw$;I|XZ&J9&B!Y%-WO<%}O%N^|Rm2`B-xI6)wEGR1Fdy7- z0)P(&354LF2{`y^LKpc>8+oG(`A*UPFxTvYDdyG`y<;Z2OA%-h2AKyVvk}M&2Ge2a zPi(T9 zY9dB|4G8r1^uO)mwP*c@y~~R|Zc@WPwtiD&KD7?2H1?jcDjPzBqx*);ERU{ z#Y2RWVQTdlhobBtD>(!uo1koKQZcH>3Aj;w?l`%4jF7Kv!m0@QN^-H1UZ!GHs%Yiv z)&@13pkfo$olJFCo2r|w7Vy*p)U~MW<)Lk5g3fWY=8UE6ps6~@s$RBA*ro30kN0xb z!cI*;SKZyF;xWhBWMwNJ^)d43s!kT_Y3$>uJ6R}AWh5@(!Z9g;Bd8%FAHv z3>dqjHTrOd+W(Ly`K7w(m%1uZmH$Ik9i=V|QD^(AQlF{AoK*=AHHog8@LQ^1S2RB_ zYQnFpBJZeU9;r%ys4F5hX)pfD_fbXPQNG!%3OJMTjrj# zGu~>Wy>ycH0(1SPmih}V3>R4FF0;~IZ)rm%)QTDE#nQ! z&eA;D*}nXOZ(Q65PTtqfk`R7T0KfQqPxbHK+Q_cb;O^3p&XR!cicmpga&JvcPh|wE zXRJ-^uZ`r8H&haA=nqYGOo*7^-R{Vdbs*tlP#MC@Fqgc^a zHN>u0uqp;vl~Q`q0IO8SL|4u%kuvh-w7dzyV~Gs)F8+PLXu`^vBcottRGflYEJu%D zB%u|_S}J-g5=G7FQVLc|%#aaN#Z8GaN)CDu5-M_(60@avGGC8?YL9LS#$`$km8MRi5FPAl!i|a}T8cGBS!Tq6Mgug?2gFc8u zUUl9(-e7M?oD0$HVd7kiWzZ)ZQc#ChVx@x0yP{ebr52Hxoy>H3L=V>^o0 z&W)O`A84Z=HGgv2s_BWlSGOj|_tiJ_RF(4zXKCgi=#S*N!* zt+UOXsvW5hQq7OG4g8W)SJdSPA0lv7ftn>Zt!x7)>9j!bB4$* zD`W2^_E#nuUbWEm`D4k0*)ty4SlqKR4cWP;#O=wi?Hj)SVUN3fI_KmO-?=uf7Fv(Z zw5}LH&*x4}ICwOC%hrsYn-e#ztvYwS^2AY+iwou9Pw8MTAn*%wtzR<@vogZVW_;JDYD?gVncrsbxW%iXi9{M?Dk(+;?u>oT^kYq)l!?A$r_m#+*T@2bPQOE&+Rw{;Ek!L7dFFP(nR zDp%Sy?O0fKcx~aq^`B>&IO_s$YlF9Q%zWlf30k@6k)_W2`P2QD&WqZ+HQ~_S@@EfP z13%K-ZhW6^^3qg0b=$I_^~*e`nt9t8x!M?gUp_Bk*G3;Zo6qyCy=+Xr&9VAoYyQeg z`@>YNPgaPh1#q)KoJ}##rWh9st!L8=-`YlehWwg0hrdfd*{nP(0r9oZAIZB6PqhbMNEoz1~38-r(N+BdZzCkS$e z;adpggh013;IR(4p$%QohOX@ z`MhFU_O<;9r*?QQoO;SsXRjV|%vj68SnH4ha>LT_>Lk5$rdo~`I%f@`yR$8VHZ8uS z4<1-xBLA>WTem29mi}X1@Kg`_YzkiM!9OjK@JVopAqX=AWlMF)$LIEbyCn#7=6`hH z23+lm_vlRZ?ac|~hCgM$JHz{Ok^B87FVLyu{h4OBeWV{xYBNHLWBuy_Uy_T{C^dyu znNg&wqW|d!n+_&b(9I_|m5>^XI~e5uCp#M&9*|Es8x=CCMA*yca+s7>Vhy9dh*FtD zD$62Q=1^*|)T$hM4VGM<-jEkrkNsVp8j$|+s?XUO?t9_iPu9@#U$s>F)5`-|D!;Xr z`xk|rjd{5$;l+v%=O#79UTZ6O%*=bpDf2A<=5Tk7{)q+JPmftexUbHBx2yc;iJB*A z99{e8pEGByv^ASMNq43Ja(6o>=!Ol}|0JXEQwKh=i=4y5r*Io$cnuMKw6y*fY#$RV zU|}U3Y+rK_J>?1^@&qgEacl0Q*37G{>`T1LxBR+a9reHX_?RwoQXf6Lza>xDlG{g4 z>?Zu~rAGJDlSHf>DZ5z4EtPZ26}-wma&$+97q8lzQ~ris_Lg1d(^l%!Uh#$75ZPMt znOWf7Qs7O`c}mN5rD5HeShp7JLspSzHyzu_DCSad96~CGkjf^ccHk2jg}(LC7YHd% z*?#+99i2~1dC4gMMlAT$jD1JQ`@|>@X{iWiRQ%vH{>EpxM!POZ^Ilr;Wm{G7(ej|< zRiS4&H9th0a#<%{*45lYDd=aF^wRVAgcN>r1S!k4Dc+fo=#2ZkE$#I(+=ul=-}aP; zovn(#RF`y%l>35S5ztcdwc@AKhYNPzd$oekX@y+YF8{FV=cO5Ib-*$Ve9{u}TyFSc zf!=v*ZHFoFwVB$PFV+?X9xM(zQxkEcHsUrp(~pe(M9Kf&Rvy=q^RmciHzoD~tMC;y z?==PYhMMb1&3;xJajxR$@yf81brEN30@f72o!%I{kq~j56nVTk`~W`cASL+(Gvhon z{WK|Ve@)1`=GY^oxRaTlb93J;D0sUx^OarV^I7R$c7)hN#DuHF<%=sWwHok>u3_HVhfiCdYl?{8J3MDowv*?(YXk_nP7 z{s%i79UW8*pp8i4e`jaH&aN&7i%p==i%Keg1O-P$#m2`c#U~^uC8z#Zzj@{23dl4D zo8Q^a@5(Ew>Jy8Hhldq%`QKR>kx10l#qVfoX(u+fH&(S*;8?hL7A}T`i=k&lvT*Te z%4|Z+h(fgdgto$zw!&m)P82mGl$!dJ7!%MG@wM)U=jUB^ZuT(ai(T8dKdCS5Ti&nk z3_aQYX=l6lD&~`g%t!N^FPar^hjN#~B})Ng7tB2ccU?wM5OWWRU0}gwz}tfm?Vxl$ zC}$qRzM<23&tS+;TkZ`8e6$ArOb0(&jsz`Kg|8Y7T{o6?Ock+!cNiwjfq17ens7^1 z2A^iWgsTvPa1lXFdzenyjiT%B=56Sq+vyNwHbUqdGPg2 zSVmGU!wrHZa4L&xb zE`r*(B61gG$Qv^fG-Whq!_eoM>|G!fz@>A5@CxWS2?pOy)kImT{n1>Q@*`0DLdv(u zm=8SS4GnoB!!KaLb%eSWs+kVzEMe&hMB@fj4}j_sP`|ZS{`^zuGqdf6apx^WbOq*a zgE$+IwiR&e5=iE3GW5l6_}#qGFLQ@|3>1%%!N*#|&vb@7jK}=UN4>Rsu0jnPAf^N8 zy9Gp#fYcR?ge)1)JTaDbb}aeQXuyi02Vm$KJo?dSEYMsXG4HSVKh?1dROws)!X6R0 zn{y9<;g~(+&7PyF=X!2W7JWFNrhZjdxGAyc#!~l<#BLe-wRA9OM$c_+{y8AH1BoBO z5;sI}8wjq00e3L)0+KyOWKV$P1rR+25>Keh328YD_!p3#n?T}*485N^{BzTIB^kdBWX)V zqSgss+Lx^a#S1{@OpKeh)(c(0ID<&MF`aHmx5sRu-#q$Wxa|}?mau0$*Ky?cmZ6Bl z^6b}Aa=Dn^AZj6?xwBTPu$3xkr;9lMU}pk$tANuc>}V5puu*Wv?GR508&L|z<%+pH z6rWA7GjS(h#OI4U`TxwIO|Uc3zwxyRc_UXip=}g*cS(AB#r=I^)Sfqi&L(naQn9p~ z*Tre?=SdLG&A;ZKqmWBvvL2bNS0d||Nkvi-MTGhmtqyN!U=X(q>vX##o1CxmRy!MAjK)9*$PQ68ak8U!TF`ol|P_MOQCZMpmXz} z3-chSKcSZgA+M9rqXV$(VaV$Q^!zY#cQ?4Z8$8?tx$Q%9XOFkTt~;S;`;Zs=F|6aDClUX#xXV}C7pUm}tq{Zvh@%EXG3dWhnm!=Q9+qJz0%*k(=Eln5 z!J3i5+Tp?4k)gWLp{9|c#*x9=p@GUldC{=EU`U=jBug2TL=Q^C2PD4+#J^B&qv(rV z_(mppAr(H72<}Mw?@0P?NqQZ{y{9F;rzJgC#a&K9{v`o_Zy$eKFK=5v|4<+QcrWjG zH_xGqv$u=Ao6p|JZ(qb~o!QZ1!C_$9X`r13S}3Tqkx8BaXA?_l0uvo)5U~a()&OD+ z)Kr30rXn?2pf(TGqU;Q{HCEwJa8{8ERiNw)l%+#usk)`9hQ%r7rODGul5ERTmQ<#1 zEKl21nYyz!<5XSlt!A7Tp(to@;4eaHavQO{gHb0I_5F9BH2<6-nRG}hp$Pk_LV>cq zPc|r2bhG=uM+q-H8@%#*$occ&-7iZ2xZyWHWDouN&pzrucC*KRU#Hbp{_L$SW*dSa zD=&NN)U}Ip=Gow;Pf0X4k1{n*FfmFuw=6U?i2@+b#PGY3?nhIQJYT2fu~T1ISgY#` z!rnur(`F?CkN`k229p6`!u`k0+&I$DPe}*&f3>m>#27^Zqf8^~qG`6Z_RC3YHvA>a+c&jIvY3*)Y%a~gtA0LTrEo&hfidN<)$`~ZOf2nvCq00?}C zKp+4C6Tz`h5EKDpz5tM6Iiv4^J9hQX_?c@;HXUm`e3|F-waY)W>vJgI<5TNp=bR}s zLjd>*qd~SW5cCd$eF5+V;5h{DL-0KS0w&w=qvIu9uC%*T$Ygb9<#nfIE2`>-7>x1S z+OGWvD*z}35J4MLjlh|xA`<=uflv&H$G|aK@Mi>Z1kh#(EPm=@rL~94BR1n@3OSoZNe&4M z@_F<7m51xj)gKNl!@8bn`sT?<4DBq>?Z;P1Nj1X8VkxmoMy*#+ss@^h6pgr{M%)mw zY>ZJm&T1NKsU0H~j8h7gl;Uwx{x~65iO*8uvz5d=6}?DB#Ht#S$E%{1rD3YFFm-*B zrao0wpRR7HLnC8crn;+D+1;+{<*Ir(>Rz5k(532PtN1JxmpgQ6)|7g zoS`ZBstLQM^gp0UbyZhJsw$Gyq#{jQBMR4=v(@E6nz&0EZ!7f!puB~sZo;a|VDthQ zdpvX8Yt7iFgX(NwO-YoxB1T;qr>RL&Vf{6@PnxXP<0;RTsZYnh9aV;&RY%{}#Ji&r zv#8suuxqMNM|I+DP5Eb4j#gErSsv0wuWnrqSM0N2`RnjAMz%J$M`D$M~&&s7r3MxvjN zM7xbfxvI1LM&2J8@?511IWhKm*U-Z$Lr(C>eR$|5EI$e)`+#sS+P=nz1yFrepX|N6)^%gP(~`I=t708@1s_}g zahJXO>Pg3KjjVLwsrs13lMI$j(V1tVyJDLD#@PlZmzmvIV;XRE88gX^ndU=_f8L(y z)0*ztlJcCJ`;M3YnOhLRE&RqW{>Cp3?5&Ov)kSxf26vVQca{F^uK3wg6D6om>Z}Ow zuZ!-fj_$8d?5m9xG$c#WP*|Fnlq15Y3mTFHO$oxL1VLkR9~whT71YNG>SG0U@%{C2 z!iL1Yx_BuW+uxYnUl-e78`E1J)>j=NY)BL~B=^_H3-K93e1?RaC&p(A8WJVMY%wWM zgijYXCZY##L=}$W=5%3Wg0L@;EY1O3#n|B*Y2@qfv^lkT;dcn@VN)N_l;WFx;=h z`BdwrBVEoX`R6w^%|oaQ^@#KJ$+MA$8JJQFkY@_Yt+WcQ;S@_uvW;Htn)$^`XT+L= zr0GVbD{Tu_FR0wMrhN5^{6Cfzu3b{PeF5d>ao&4(me0LbpW7`@uD8E%WaZs@P@IL)IlX`aLJ!Jw>~-pLBd} z&4ziz{ToR;S77HDgz13*YOr5q9>{RYT;uiS8vcZLhi37mRgp8e@E?>3UB! zxMQYwMju?Cq!+MmwUedAIb*G$UE80}x4Ua)>Nay~;FcXZE_a{Lof@)kQQDDxDSNiR zur_;S1l=*g+|mazd$+|OIu^EhSHbx!)wf(oZtiuCjx8P@l!uRtx2%hrZ5%yaH({nh z{pC~f2lu&8)_rPec*9uhvOeZ00s{V65j1c9$0=ITc2h!ZjN@lmcp1Qfb0!rY+Rpa> zM0k3)`rO{ay_-MHFbVr(cJLqep{tjbT)muo^7Ok|Q^U8c&%JadY}vxF>60^-&%>=- zmb-3g{gpF<%sl3YZ;g&u7{1=I>(}O=aHw{@-xZ(4@bf3TKEtj1qiD5#)?(Yj&8vAI zUh&>OCtW#6aM;XrIZwEDG-=a3Z%gEb8Rn`U@U+(TwX+OZGXJT)4c77ehZW1b=i5f^ z+8%#&5AE&CR*!p;c2l0{03R!ZPje@Iwzv7dX!@%eX73l;#_iquW%>M%b~f+kO!l2- z>|?FtIT`t6trIX6_ObxaEZ}R#$Qc9VtPyg1ik^@C*FABfzj32I zzn;E++IMTrx4EWaf6VZoKl#I4v-br*z9I&=4Wpaw#GhT)1p8- zbHAyES2557J>-E7d=3M!H_q4Jz4>;M&T~`5-3Y#-4eT?sHA^9S{H9v*Ln<_8vX>kRfu=0CU6;bJ9ZBWt!0m6YUG;nDgdZ4!V%r zqFGsvr*0T)UpD}mJJ;s#+>)?(>RU79p$_z1ANJIR!lr14PC|a$=tfP^Dq5&ba+uZg z)kzZnw8#H6+wWLM$ZdYCCqL1XALr2-=hdC?sw?4DSDXhg{C?|)(|F%=4e@?uX<;>K z;e>(|QU$g;E4HaHqq#Wy|NFBIzm+NK>&DmR;p_9d*etn3GB_|eHaeypM}LNghW^3M z2S{r$wB4|(egT>(w zSLS`*Tl(W@Md-!y2*-GZg)*M%A+HF$GO=A3IQp}|`>|;);C%fP!uiTUJ^F+?gIkbd({nYeM3bvnF*vBmH zX$U1nAEiVeWu#o|D0$Xh^Fi1g$SZo3?Pi#C6C_>-X?KtuHYynAz5p)7qFrtB9wT{$kZd z(@VeCB|L3ReAk0ZhSlg_p&L` zsVV7pL+tgO_nWhPSLJ+IkNdi_BENUl@5F1)mRuT{ZiC z*)aR%vgQzn=bMa{LSVBI{BR!fYMJrvIr_Kf7E;OWNrhom&mmf~Pe zeLS}@rM)hpyWtlx>Oz6%MoQA1mV7r>$unC1OJ=@jbK>=?(9?Ahmzp9kHT*hI{BC}2 zz{cjV6OCafnj_DW;?9%fPLZMyHvZm)k9DA=Tp}f%ulu<_+iO1d&7y+0OS8P~Grgzh zeO$uGy2ZqKwO594o6=j0143QwKb$fRaG7kS2OGl}3w?ca0|P@XWY^MZxL=0@otJ+& zJ@vtMqwAY=&#cthHV5OfXWG{Xdoq7LZzxV=G*xgIL>`;j+0oX+&~YB!8L8_LWnUBX;}l0yoc2>Q#J7$H5n&Sc9wTf zgT151I%%>msslajHW>1lB!6N&7O`1V?5xSYs*XRb3bt2; zPFAIF)|6gSXYSCX?^0(vsIpFIl22;l52+%zYC>0PLRTq2+Y8PE-gc<>7$m!gNIjsD z0PEpzHUrmStTmD}8IeE1h@NVRTy2zLvy|_E`YlHF1|EL}#ysFrcVzq-Jop@vx&Zb* zKwAfDW`b;eKwb<<9gv|D(C9^Y#0d<$LkbV1?(s%URKe?2!GDegEFAkbSMF^@ItVc?S@(Fa9!fYente@E{zQ%L z3r)>iW&Z7f=cePo7HNu3YAUX&E1WbX7gdF4HRV?{m6uhi%ZI~fDYH+i2=D&lC#gxV z22(DM*S%3yyN+ib8%^3a9J6lV*W$sDxzg9>-1BhPby)ZSlD^cEc^FBb7|GrAB=AeVdo`(c?VBQ6oeG=-t3ir6cJxT zd>O9`QP=y+{8x3K0DYG+;@gna6;ix{hQDf!gc*#c+YO~JlYO4ubFh>O}9C)gQBJkfV1;&q65Ty*(=voo%^lQ%)ocoTOf zf@XZ4uybPnv%(Smv#w4_cel8&S1dr;8G33@plX>!+TYX1Ztq~TJ9u1v2bSBDpAACPB3EGOSyC{cx+Z_8jw}l-Kh5Q$i zENz6l z-re7|UD)Fw>bW55b`*4;>ErL}@7&&tCeF6?@OF3e_IGyd=eKU-;Fouh?fI>1IW0D9 zrcOHpw9!Bt6|g8MIHMB*l>q2O2(>lV17baTORj?mHE?q!)K~^J6i~HPvY@hbP@0C6r0NzW>z5^4mZ#d4r7WsUUso}~&T7(*HRL)qVBH$? z-nUWkw7Ps2p{$KmChqU~?>=wPQU3MU@PKSYAs>-T=n|2TK#`A##kDnEFFy;MUQ5n< z^zXeRJnJ_2&{uT*DR0kJ{M@b0^ES7vJ;GYJr+v;Imfb=8=HvC3PLod^ESY5+2S5}6 zF#yB@I6_PN8wC6zOR9@0t`T~xo*-F>jVg-0uTp45)7vzm}mfUW-aK( z=5Pu#6HXs_ZDJN^Xoa1*igD?I^hdZf;D_j?r{axI&)M_UFeVE^9~A;YQ94@w7$^ur z-b3Icg1iABaq8@WZ@>BvT_6Ai2SZi5dPxuz2EbbY&H!)_g7-lna>24kMrPLmxCy~W zA+QI)8vwEdf)+vWVgRkiKr3~1Y!So;g8tM2mBDTzZdFTp#I5O87XY{pLpLDkIskVt zu+JnDHxt7L1_sAq=pX`LN7G^OM*!ZStz>8(?LE5C8vwoehjbD4L=hPJt1w+d#<`1) zS8w_2POEmfE=$Slj7*VZOZsBc`=e8Pe#P{D{lRoNo20E13qdh3{0#yhAjl8(Ljn%~ z?xOe%dJ3S79ou;6X+kQczrMM*uuMUw$SLFj5_!0+g1&rZ6#y-!X1p0w8?=xj0A)jP zB!GSa5Dp{J2qp-IoB^~0f|f$i1_C=!Ke-~#|ZU?>QN+!5%7 zvG!v_=#oBiKnHDJ{ zEY(Kl!iX(^FIijUUq9usaQ;>R9Q2U$#@dJVbq?xi9njUH5FtEoolizkzLZ%xAm}~zq*N&d9TXoT)r?R^C&9|oS z5rl+zaT}|rityikV*P9Wcc+Wb@9pZQG~?SCj6wByX9pJ-pA`D(Q>5?Pm-{yR?OT?5 zb6>shBUbY7uF5baDvHIF&YYErQpG#t`6qjsELspitvy&Y(ft%Iy?NK@6sY04s0MS<$1C(7?<&_r0) zD|Ka2Gf>^pUak0$Q1I`pb4^olydSru|Y_2sBK=Ds@SfhOsxCelUu zX}9{rYIV>$)u%NoH$CMu3zd)ExU2D)6RKWBO^i;+*iEfbM`X;!bo}M=@y`cU-%qK2 zURNbNQ)RwarM($Xd8LeX*TlK2vfrtSf>gCB>Xz#9(r{H(jHbO&L$6dfW0j;rHMLAh zEKt{{sq52~)rqQ-V0GbFHTLaz%1c#gpqiAcPIOfVpHPNhP<>plelc13(nJ-sOND!( zigQ**UsOk4P`UzT#9<93cRa&GRr*zl$ExtSaZ2yGrx{!eHcyus7mx2 zet$&u>w?n%;K-9%gZFiZAHyT}AlW&fxMwcCW-dAm1SfPxle~wL{Dvd$NnPg*KCzKK zvJ^Q2?qQgFM7#HjQTN>$yoWZlt5EZKxc;&Q`L1pGMSbjf^F+tx@ptwnxf~8UzRLgb z(xY>YmzraiSsJXcF6Jx+f#?DI?y!J;RHY z?$w(5ii`Wq%m2bF@b4-K>ZuCtE(_@_3g|2e>@5A+S^BHDDx#}AthXwnuO_;;>UUpF zbYES(uqj#Cm?UaSMytp0X~M>&{`xpkQ&N9pvY415#HR`BV$qJXrW8SKTwisJgpeg6 z<@8iX3+m(gs($yBhxXS-3F=}5^%H;7lqMqNNGSQD=2THrvbZ@z)SM=4OpxGHQCDPL zjHoG9LP+neiR!P76XP?4jmaWHhMa;E;nPw3A_*rU;iS|e2{m6t%9)6dWyw%zg_BWm z!sc`d5q)+Ay;wxZLR-%$DAiI>^JJ)xu~?laWrSSV+dNN9NqR+*xuOh!jr z$rP;>1Fe;EW{JF|Y=Bcg&|V{NDU-F7OBqEHN}hy-l@fEr0ER$$zr-w57l}sO@=)T& zM0uQ)nk%PZWwZhrwLnbFmQrv60#=Mqlag~#%tywev<@{l=12)y;^s6V>Tk@JqfKo& z0~FjKwP1u^G1^)`!m1r@sUK;>kF*m;Ipi@OZInkH<@U5q_IF+nMlOb8ai=*rw*y)0)=IY+g6B&d#WKre4BiIBTXs z!D6dCJF}v><`paLs`swJJ8Wq@ysdigX5zV{b;tL#KXvAK-($L8C0sk)aA9ZBo|PG^ z<|eIP_{GK~bf%I2l>forTL-oE_ItbcS_uUALQ9Rhw^XRRySvg-r9zDwMM_JdinMr< z;;z9VK!PSD!Gk0u!HFk$l9j%*=x;w~pMTyn`|LBb&&>PW^PNm)Wz7ItT?lM)!-?lrcTNT)XEZl3*Xy8cgNjgUzi zAx5|eecW#yD08Y-#q!DIrDoL&^+~f}vZXQS&Y^ym7PwlnEq};QIzsxtXH^dy*#GcYq|FnMf1rwdi2Dk^NhT#W~rC+vjnm_%b zAuj8|qYsu#-b~hbWU6&W8;-tlGx+qytA^_LOtjxEp5wo9?M;2$Z9Poz%9+jwH+TEcJ>_@|ByeOXg;rI8bD5?X`U213h&+ z1FXFf*4|Vv^UmE82PewAkCks->8>AXAKYpj96BQ+IbJ_%FCCAZsT({A4lq-r-o6&Q zXXgt8%wq%1D_YQLEnsb^nSb+P;N~4(vnIt@&JLet6kx9R*-SHI@4C#>M|+}vb3y{z z+}{xXIj;Z}=_uAEOfbnN%`9Y3rrE8aR4+rRxj!!&ByoRsyeGq-Le-@MWj z8`B$=mauUR>DC2KRK)ic%PJil$X`D9=M^@-`;fABS<2$+Ny}ysE}f)5ea`;&q1EM4 zo8$e4=Qho6?efp;3Rp79$xQ9TRL!^MdTw(k`B={I+h`TGe_!0W)8DO@`EObsb>Kkg z*3G%s&NChD(k!R=XoIH^^wtpPz0mCE@;L#k=6_o@=hvo{Q9CzzEt&Iuo|)S;ZAUY; z*Txw4DY(c5hF(*!uMHs^J?v#2%sCzGWqq|5vy42J%=TC`&1dDj@SW?cUq5N_a&K{a zQn+tX$V~OX`G&!ZO@A&jb(x`SZ-)J`ZB4h*2W&w!aSL2 z{Bnx!O&$2jB0(dmVo&P8$F-p|M!2h!wJw<8E*RsiO*D?-fWyiK z8CTEVGf=;z27=ZvPv5;QZka{+T;pfz;Egu)N&`epQ4cZ3giO&0HN$4j)~4<@>HKnQ zFgJ)Fa*y-*H2bFwC+vA=+y?0_9T7o3Vq)6?FKc(xiU4F5c9Jt zGqx<{7a`_nLFBh8{QpBpT336snBU*u+d9zS-otK}i9|y~L*wJ)f4#Gjp}*`*B9%zR zLP1|=2b)1}rIs~T7Sxw#Pp~sQDxj65(Tfr(*}uuz;Z^t$QoL86qr*qnbhYXTCeCb7zxY&e!b(|8vAJ+wi9=y)GGe-!P7OxjeyTbL_jlDW6ZKe?Ob? z?P7tyO=-k~iiGFn_~-RGKH@IAh+QsZ5yj{uiQif*Y%38l3DV9=aYvc3y+GKO&1Yov zHzfDcVmk<5+p^zu6gaVR9XbiljgdD>o%i*UL%L|Gy^Xnj&3XNd{GM`OYS7WT-{_~oE9?W4lGi~mV$pKiDH$!5i4CREjfBvKLjM-xulC9SO7h#PnAhaQ zmpT4-ZtS+&Fn_+~RPC*^4a~6M$%%yw!h242OiO79gYdJZkmY8jxDBjtKy>U9R*wmt88 zTh6nVoTp8AyZW^Ib!m602{&s~?ziN-H0Qso!#j77<2ZF0EJ^~462~IPGOHt6iGB>C zZ%bKF3(22B@@pvzY^@AwEe~z03~R59XdwkOm-?})!&?f!#Je8!y}u&j&6bRB$BDrg ziNDUb5WWsDas=#ZUV9mzO%`&geJzB6Rzg=*C@JVX>DO^;!cA(tO-aznWVf|hUpHlc z-kHIZ zLC{HK*ky&*i-o%O^K{&n>%Uv2lks|M*{=)5LD$McZdOIwk>lUcQk*Dpb`7a7Sov>S zlP(iI5BOc5mhNuVoO!!0^&TbKx;pGiRmfFx#4T#vo$9DdbxBX#@;q53eys9e?5dFV ze0N&Rbw<|9E{b1g_0P8amt_H`@bA}Vx-KvLvOdjmmeWyN-wHDe8&nSqwEw&pZ#jUV=hQ{L}$KWA>gN5^)n=H3NryXR>< zJYeDd_)uEl%gVf{=ISC=6OGGk{ttH6!Rz7j`%&*q(APDA&;DU&fBViPf&qzOBC}D% zlM4S1A2rS<@Yz2j7X6Ez4Gj&6QI;i|5LCnhfvBsix22U;)4(VsRVO8+wsO1k3QN*5 zveVPE{!8Dy(sK%lRW;>h)s>YsAH4jSo!zqGA+b~@5~6{PB7v~4rtWY*WRDCHex zMeTV>ZCMem*{Eg4%#Ua0$G7Liw&%pQWJNME!<$k=8dE|V5`!D!0~_K3>SKIqVV-1v zk9g~ScGKZqTJTvTDD4bHchGD4w2JlP2-oun(`9q(v&Bt!%xkT6t50Lf4?%hBpzxXS z*I5wB*09HKuEcMF@D;BABH(PtkS(A9b?7q=RP9x3zo=Pe1xi-})>XB^U@NKTY{@%l z@I6NM8uXn33`@XR23l5v=4FuhDTIU@DPlGw$rn|*50LD;NY*`7)@@amjWYKULUcsZ z4*rRm)p-W6_hUrXKy(KTIh!jJP9XXBkd&*+-$&(NrjL0TBBaL%{S{JvT~&HZm20iS zUr;5SRYe?9h3--XtW*A6r1Y9T?xNp)3T|ExdX7N6>#)!ch+o0dM-Y7_#tXnTM=??t zjea|GdHOL$fC=IX5N9BF0HZIkBTunn8!&JM>N$_;x~kDdg5JOoAm`5?f_lpO8_V&D3F!*_yGV-`8_a2gbQx$(6i9e}| zK8l3xRQ_5k_gkh2S~>J>>1f1JRn@0Ibs-4(D_Yi;a|KB`qbz!%D0WnloE4G#6=8c- zrH@oq&Z_b^2+Be{qEWUW_aZC7RNLUK+a6;BjZ_VVI~io)lLygQ@u`$r?! z4TV__1uYp4SRnH;?YxCyUxxc1Lj1St5|8P!Z%c=KHVpk-D|1;{uvEua3-Z&0bLV5| zJE8XDFy{>1aTaDA#&q3;IhUc9{eX2E^gYm%cvuaEpB~F|P>{YUN$&F0YrH4gyqiGu z93yj8A990--PMM^Y7ctgh685}$7~w%TibL(tNt(;^q*CJ)6CZ#ikgo}S%R(Hixt1b z_S}P7P6EEmoIhE6$MeGg{n?1qKSfYQivrdi(C1sqyyzKuzsDLKu<_fwy`Q0cx`I556KA9OjpA&nC`Tg75{WWI!W6L}Rx}XA@A*E^<E`E3U>T`)!8 zFhyQaNjRY3)v4(k)HtXi8QX-{Vv|?)v|jFG-W_1w5pZ6MxF1AapQSxMvc3T6K!A)N zG$@Ra38ST=_(5^doOZ&aE) zBFh?)q>V^ohDDJ>qNs`FMn5UvL&AS6;lGgZp9^_+MFUrby+?RGyLmm^1U*OiJtz6y zXL(&G`@8n`ckb%rZtvx6=;2y*bJlluY+^UBXf8KwD#tRLW_7gAV7KTp84$A>YWs(s zp=D?FR5Z4+b|S5jUJ21E0IeLNl!EFas4^d_%!A5vpz<70o(;;f&>`UgF%y~qXMmUv z6Vq_TDf)yIBSNBnQJhgp(%jO-U{81`PiBGdL_89Fj`=xg#3rwh z{m8apmc@sO0KiuOcmnVZz@Id09nKEB>-Hfn7WzIybAQL zYns}bSXg6q&jMf#z)Jvm0pJaR_b4)hUD1d|@L@t0a|4hIK$)5|j7Be3?bu&>#QN9F zl^JUfb^896HZ_hmH4j#jr8xvKK3|emAc%|;y#HJ|dtN$<7a>0Yya4zLP?F^VpvM3_ zfuZLRZ~=gD=s<5wVsBy5a0hFc!a|QY7jN2Br=>*%AR9nw7?7j` z#pps&dYI&C>fw{r9$}%~5WE6{H$z}Q1RsImYY=z^VSE7aN4>d;9|}RA02HVOy~Dw` zFpw<{zN(2iio+byfUlcsotdP&Rt>udgPjI}sQ@yEpveF-gCKJ(yhsbX#RRu+ipF*$ z^#w3I6Tm0+)e?{Hem;NIN&pV2VJ~Z8Z|bX`(^fmLrG8NtcS%d_hN1r1NhZs%SPKYR zj>VkN(prhd%z@#VFvbD{ErQ`KIGnYS&NEY8Ukk$@leGMda7j}QqfK;6uAl$&=g)Qk z@_zbAdb@<({oOqN|Mczk@Adz3js5vEq)-m@_YL&+w$U2enww=}aam45__rSko?f3W zoc*$IP1LpBMQ?63g?t?-&E}OC3d)NlRRjsSNJ1@<)e+HA6}L&nrv9PhRf!LkUdxqlv=k2kat||h3&@{MRr;J$=K3M! zi3l}cPRmtNbCe~~NSd1}!2wBorwG2Gihm^!wHg1Z4w?a?cn0M6;gMTl)K*hrXEc7_X!ME2xbtfH*8}68r<6gq%8W0n z%4B6}6q4tM>T}_Q%A@pq2K`RMG2>z-9&+%{@MUK0Y5TrAQ%2rLvm))W%J)+h zeg~A{m&W}LAaQoerx^JwHAT!NB=5a4)j?V0ib5-eiXxPqpwqe;NP;vnf@6VukoGf-amHO~l zwCyR61IwPSG21m&Yq^Q$wmAly7noX3)mlAGYt0OuRWq~>F4A^AHLv*lmDYIsw#3&h ziEkK*jvc9P9qI0D{HLxwudYHAnQ`+xxq06>`CeVc0X@Zmy(NLY<3`tE9)@F$4nLJ8@ur5PTix<^r{{z43vxK#ol8MMfAw6ACog}7b zisYWwn_Sv~#ThZ82-i8*C{S)@7jT zSuI}Lm@jF_LoGAZhQmu53nle=C^&1#6*uGx>39hmFNwxTifO6Rx(xJptHaA`GluH( zN7|}JnKh$~$}vXuXe)V?MIB|)#@ThFocgiO=8?{}(XO`fUiMgb>o9t-afIDC)`Ld2 z4z|$;8_I^7$_E?EWldypO@V|)kk%5#mAPU{fuIa8EXx#CW%H^F1{)|tbfP3VpzHkR zy7?OP>7Z@fG=bfT9-G6h$G6lU*;sdUD}DbO=FQWMhgTQR(}^&E{j^~GJRRbCi!!Tu zSqmmr?qAQkdl_#zye&g<(94=>Se4pm>+QLt@c%mU*dW}2T2z#9$Vss%aYfSW$- zVFzU_Im0muXwcjdwsae1z%x6vT zRt14+oOXwHtO=G7fBL+_t2Aks*DZd8_pSQMh;8mv=GSR)3hGUH0fs$maEL z^nv>fZI9&(oE9y*Y@qeXR6lClIR~NK9OQ=lVNS+ zxqALZZS3=z=3XlnJ51BFF~aRv1AZqDM_sshMOV$nP~Bn9%$Kt*PO5`5S{UaAlar6` z_E@>>hJmKrszskxth6>TxMHFiuw&y{J&m`^=Ea>l`DMd~--i!;TeT=`^V*{8*JJkW ze4q>48DQ*-rcPoGOhUD}y!^Za0WbN{M*LtI3*}lJ+ z-#mq}v1OOe{hFdxW@{}-$;4kiU-IZ>78@EyL;}{3k?oW z+uZG&-#@N=a6aqkHV+HK7lx4gRGpBubNyCY+|z}8SI!RJz4_O!U2iO=|5&p)bmxZP zZ5zY)Y{|WNivHBL;J~_=$?AT(*qZ>@8)AJHnfh2R^j)>cVVZI5j!j`3SH7E}?`*E+ zI2rfS7DN|w$O2&jJu=(UBzKe0dNq2(=hmCuI)8X_nrZCM+dUehEL<*Q#km79_FHf+I2(R z14FE}7Ur=L#$&#&qlNAjL$$MdnB!XT8EwpI9qe&!%zkaG&1CJXrdl^lG>_sy=!XtV z$bkrlUY{$RAJ@8mJ>ik$kgf4sB$(hO=rLS<$cB{#APA3{vJXT#EZ1YT}dn9FKhOQ(+J1roP*j=6*c+>&47~N5#Kim&G_#MZch>I5cFr z)3aSE>CYG?p8Sp~KC4o|t`c&{;;tHTXN{Okm2k;oE=9zy60k}ItWrLUBib zMTu=rdqWO7PYyUi4>?8lKS&R~-d7zdYAY6YRHKShV@?+>rmsGupOM$!lFx51;k6U` zo3eXqQ@UzXdCfWfO?X}-zP}#NYfKX|lDXudnnb63ADamKqjvk2tT2FgEjCN>ebd=c z)Za$tHk2@H@T{7Qw(8{8%9xh&s3uZadqsFRB_j3Po$MdCDDkf;@h^YBJAY=&y7{Ii z*LKXc-e~;f+`^7B?{-pfE#9pr)v*@;p}Fu|8}SF164_6WY)H6R8?m2}ezlwE$jGo^ zq}$LVPuC@0=aRfQ)q#EWiTsxQ{x-q@vt*#74854_3L(2};_8(MJ4(dda$ZAZcbRif zxl?!LyRHhy?sA9jinm?mZ@Meq_EA1|mpreF+Fuj8ndGyq*lQudXGyWIRiV#@LhtoO zUhDF{tc-VF|3KVD9$;09 zx@*O~jnaYEfwr=~Mm($Jdx_V9Oy?yT?yJbLm+6T%1wMN+KCRFDu`~bY{v!Y5#epYF zL(Wyl-k>GkuStAJO?p_9^q@BN5k28%@NKiOyE=rg>q|V3*F`@feL8s6LfsNTHs)A| zg_@5nG;OD;oz@3;=IUfQ93X{XB?McSh2Adtb+a_+2EpeHHSA(tgmr7mEx#KU7c9W7 zWgyjY5k2kq@2bal*Wo+sv%8w}x?76+8HL?-iJZzH z7SX4p>_>aCS8L{LO2mbNZ##;&j3#j&H4G{c#^k$S=R5S zYC=a7joaST$!_cBuzI>qZ<>-)>j{=sMeiJhU(#X_-2AQlP! zCO7_NXG4SNd&S7eh*%=|4|ay`vUm6NwYGKC)H908$jQm+-~2;!3W^COWr@k@|E2F= z_(CGBk&&BMoRv$+CRPlH#Dl}b=oY?EC=v<;Jbn+iliAE@qt|p)m$8a-+H>OC@V{BP zv8?v)ajzk&O2 z!@Z|5ty`e#Wl-@dwc?GKmiuOci2dTwt##+L^XGu_C7^O4T)PSCw+7r(pzoo%^xfjY zw`QWd8lA@=iM{rp@X1KzCRM_5Rq{Di<`otGrYgr)mG=O_TO)~^Q~`Q@XQ29(81W5Q za9?jc`m8eZhAQ{Is_+q#W<3_TXUt=^?6sC6@7^Dpy^8u))$k3WxG78Ds*IjA&fbKKu5|7#PutiAJ3M6rzGIq_M@Og?KW-|m6}JY7wp7F{9gDV-=iib=932m`90{2*5x};q(~(-bkkHAEHC+?Rl;Md{KkE0r-xA{Io%W z5u9TTCF)`5o3O0Y5c{4v|NEY?{Fmd^pGS+{j_13`lWva%E*o@LA98`@{<=uyOhwFM zW%OJ{#4LH({1Kn2vd^l+|$w=h0fO!n&UBUHUQR}~=#yy5%Z3kUf zwN>~7ia0Ap_)TP^=y|7Wk^A<4vuMdEh! zL#L!$#HWk-#f_${;jGrXoCrEg4l7R@xK!{`@RKg3D^223<@Ihgu zOcW~<#!m3E5Sb`UDvXc_BBdhKI~$bb%fxvyaqa{=%a(}K#G*urC`KrZ5{VLJ;ykH1 zUp8@$RG2Fk;l-j95kEo13m5kN9O(Kq(B;i!mqIsI!napL)=R;)1@OIJR9^Bs! zJ=%r6y%oB@1Ae#@vfl^09*5n}0k12N&o$_WHT?Sl9QPcGeTK!mVhNs@A|Fut8&ERf z>O_bf4cDf^ttDoi^_zQIPxiN7>~A~AV?N=xzYwyW#63TxeL<3eASwTsR1hH%#!5v= z=%tfpq3mq1ba;?7JXk(FNEsQTjSSOrn91n9<=;nS>CWLe@K=yEJ+)dBn^tA zWWrFXz(*?d6!YE0{8tj*b2PJ&e_zDAA@08@=sU&h-N*0V&F|jL>)ONX+Ry9S+sob2 z*SV{gyS|&VxRX7!_GwG5TcCuA%015f>mkKCQ{NaQqn{H1NN6}rU_Kn9{mTsj?-x-Eml(y?g z+Bs|Id5f*J^)CPryK2*L0X}ETv79MO*w-G21Hy(22+HQB@%~PEBenh3%_w~%KM42$ z@CDY0U%8s{@CiFAyz$$Y;yX6gcDAM0FOv@MOPD^z8HV2g5V&wE&E=8*@(qFd^J=d? zk!0iz)zuBs>BCg&cykj{Sv?vRDS7o&uzg?8igk1o(_9F|Pw*Xg09*m|4uahQI zO^~&00P2mV^<21-YBuF708TJ;34j9-*aN_8Ee+DX9ZnGZ3H7SbKChPmItxL2AZR;) zj$y%ib=U%e=VIU~09;!=rGp$AYJ0R4oZ?-K;gb>c6LoncmS{7lS}9r=4Naf4$= z8e2y>+)-}FSYy*jC3Tcc8!0AA6H+7}zf)$;%K#u5hW#P<2TJ82PZXj-4gh)%z;hUK z03gIbzs<>cAR8~Or;l}VhpTHCmv2_-8dGrUyp0@{(5zD%G%cQyF4KIWAU=BX}h zqXVDRz#PV5&giL~G}Jhtr?nJ=odv)w0A>I%9RM>3GKPRL08=0odrgDTm*xO)N?-G| zhSmlE4q@PP7+`~eZ(uQ}vEZ;8bXXm8PFvmDQ2W-5DK{3*wbaru2hbuccDJsq#Tj-0`YZ1u;@i{Ebw^$n!jv87@dk5K#}$?d0)M?O$7h$;>P;Wi_ktx9$S!lEJ# z`AETcCE*8Zt`UA9Rgp-sA5xQ!v{#|}SQ|yr*@EIn*3u7a8) zrxhsc@|8^_C96)!X;AUI5MDRZ--WR15qcJq^gX^8JzQA4s^J>X!`? z`%oEbql$g1@H#a9R14I=scU*{(J`QhI-{yh;&u0;?b<)$4g5bj#m6|j<>h*J+s4h#gt8EYIF3ki;Q)w zW*V=as=I8G#+sS>Yi4NgU7+=J_mnE%>+B52=7cxR@lGv?F3il&++5F&jE|h`ubl-x z+yWmCs-byvi+sBXKf8+jc{Ry>mGOOLk-VxXJ|&q?Ngk+-;*+BXsv`O1guk#1%~7PL z@oDLNG{P}KK+6!;B=f3b1k}{O^=Eu?3ZIH+!3ux&AYRUkrp2hMhN&QtZ z{HhrAd~zbMGNP9h#;cC$uZ$X~itZyt2+0WoYLcKPfmanJs7VsnXNhVv`IICcIe}l7 zC2YtQqyAUAur5}dZvh$Dx@Td>1k+SBQ;e-OA*!M(cr||EY$O=o3PIsvSrO^ zkfX2;KLN`MrD$(jfvlxO#weCH6^NS(WDJ6&sYu*hfU0M$C9;-cadVNhjX2mw5;ql! zoBld$xhR8cA)wuA_1O{>ie-!Ivn2J|C>KMU)Uu=vS;E>3NkfjPHU}*`LjxPLWsL>m z`aE%c?nLk-UQ~;h)TK-4X_ERZSzYFEW6>y+GTc%%%BUP+RE;nyN12pSX3ZFjI?Apc z>ueg~wvG36jCHpUchE;!^kH_xNLQ=8pF7NIk~UNfH&)4NOC@!sG6q>xktM9k7grSs z%Ckh3+2Yc4At^&xnI~;`Zfr7xxl&tSmdSrP=;g<+;6iyO$95 zE{k1a@XZ+W76+c=z$nymgz9lC=7jz$`W^9q!@b)=ed}MpNZ+%?(FBkl-0|DI;kh<&oTB}6i>1@j`L~UAZt1Hf>|P(f zYW8zO$XXw}3j>`u)^l7m`AnL$4N3kF&P^ymrF{L(OAa*rPb`dCiK?>sFt^VNx!fc3Zjns5*4X0C!3k z_h71t_m;ITOBXybHwoFdEo|5JUmMnBojnz`bJJZ-@Jt_iGg+hD$%PgYO$iKb&n|3B zOs#hPQ1R+*S5hh`I3jx0(yut+rjAyaIqIv0TUik=UG!QpJ9*dcm^}yl)^BvRT;yaq zCuZ-C$h{l6ejyDXzE$j{E0aORJ%O)hWfw=ZVySQo#=sv{<zf;81t-e1fI<&ly@dC-#-zzMgq>Z?)aC zvU?8#7tHaSt{uL>G-};)qV@HNt?N>EZX#YhR{!iK{qdEI1M7U|Pj#KD^UM%@oo(W~ zeCGE>QyvMTm z8(=#dX6k!b&h@fd5VU@A*v2Kvd#q?L?)8NFw7k6+zf?D5u5OIgYzK3#o0=eS z$NJI-_w9_;KF!p1HpAZ2SG%SM+nZ}YHrIEUZR#}3$Yr+i&&3wD`q;a=YL86RFKNNI z4ROw9TJI)nKG1_5OfavFz%4DzX&iJx558lfc7Kw_JwxmrZRp7)^-uG4oGo-O8>n43 z!d%wJ9MOUgX~Bnd;C)({vj*yyO>h?tai?@3|847h*Dkg-QoEuFzcJM)y>d2f-LBGwg88a{qmsW`jqxcD*`+coB-!E{zFL%bh7q!y` zj2eDzNk1i*PtETuOX$iE7gT5SYKh#coU&-|l32gC8cJ1eDk&qDjE`?D&Hvwg!r`>k zi~0RSGRer0tcNqf&L;N56$-`p`1oITCY@L!0k4O{WH-~==;bYx;-<>H`m&rx5?XfF zK*Ce<yP%sU>ZuiS z>B3H$sEaP{s+D%qrJXc!CsoX?5^^fUXaN>g+D#L)NdjhZFWI|2;|??HAv5a{v*2}4 zeL@dCqq7!2&|1=6mm%vU)&x8XJg83bSyLNxom1h*sZQvkq;!#^8Thx9kc-tp=g5Jl z+Ou7IX^A~G@xA28uF60z$&*v=+25Ep&_>`hOZY8?eT|vDb; z-_^;^0WWsiZZ}T-bcPcDk`njQV$8!fq9-}=MRnZc>NtC9 zs!MaR50@O;Q|-?wu&)i@)fBm-@S`~`XmeZo9aipZMy72~O>l2hT7OG!e+!|%jlgG- z_#Gr3tCZJX%xf>=F$n@zsfa_8c2y2_R|%TKc(tDebzk|^FFe}&ff^?swV)`aga_Fhozy_Dp;IrH7}%=b$(KP<>}TUhM7l}in7r$#ZW!WiWt zEu>!zVo*zIU~@?zO3jM>n@R(li6O0J;cb->?bVUYngljIjZIHy(=)o8ayd2elqAOl z*F%x7x5hf}O7z&D?{lQ++ty^~1?@yHQ6F90N#l2r2iVoUt))G*xW=?+mYNO(8{*WAG;w;GYNpznXVw{i zx?ps4vAQ7!USR@x++JT6^R_g~A^pcwVp=GJQo?De?PM~#I@)_U%)jhx0-tsMXLcr< zU}yhQ&;BAa>4bxZLNwGn6G%l9;OuYl8OqKE$HvA+M@A%KF-p$C!_ja5_M zTvS$*ke1~e5}KTW&(6r0RDru_O`^3m?cj@h>j!DcngJPd3O;2XxE(PdWm?}Kdb!yTWtGF?`6xUOh@ zIgRnuxapNe(_PbSE7(~Z<*&no zj#EdX&-`h4htz*lwTB^%L4O*86zO-yyw|CM52`};BmNsy{;QPU3kP2r%N}WG7y{xd z!;#p_@?ZOv!Rr)3a|fM_8qaHU&O$xcfWUnnQthZD+(WY;BR44g=8Oj}LXtQ9$ykS^ zu0j&mDq~h4VKWuMCJKKO#dn>-cNpn=6VW>hiObZ^ONOLbknpL2B4)KR?+Q}sq@sUS zl)XSou8#Xzh#nh{hi>?jv<3;AstTK=2%4<;W-{_Yd;Ir7Wzl;@#uFs!s3LH^B5;)= zayycKMVWICDY93VzEYMt%8Onr@V8Lcti&2AI*a5UP-ZMeQq7U%xqs64C{uUK@xtOXTgI3J4f?gDT>|XWv+^9 zXN2k_FZ(VFJ|z2SI_fnA30nb^xK?aw;9s+ zGrCVMJxuN)%w>vn-I-dLbU9xLxd(YqJ3v5FYEjd-K>)%`VWFO zp__I6mCl6S|7j+`*+c^xXJWX5zbEugyg3Z?3k7`i-WE?pvWmp~0X~P#Wp{7}M0`#M zr-RwSVRM-stp6`|T>icO4_$+U;z9KPv_!*0;^85wM932HYQ+2s3BOz>D3c0GCBj09 zFjpeTl=wFx!Kdh%SWOoX4)(Sqc44hsHonH=H zuY|5Ihi)Xj-&!J=oOx8!JGyqc_p-YLwRmFqy2v8LX=xLy>*o;G2*q25_t4a&~ysv&wMM6ZBoWe~L# zA{Rjw`4dfN*=S(nL|P+Mf`>{`^$ZlJfubZpNP-B-8ifhkg|XU2aXN)D#)SBJC5fwx z6E_eOca|pXFG)C4k^Yd9>s(Xl%kL88{eD}K`K75my{nb}KXuEDjt@$@Iz;RiQE8!= zTrQJ}#hf-_UN--woACa-kx%}@>n}v-9(Ala+A!U!*l-1Y?(W3xCta4VJ*{hS0IR+m zKwjokdpsT6J>64GmUTOOC@D2#tu3Rhc3B%^h(YJtze(3M4gla6z{D?E)8zDCP>{t* zPbhS8jz4qZv&BrGS>`@7C;u=r4%XFngW-1=*i8%iy=GGQqWL8UuSg0?hnt&+8XLzL z&0`G>|#)Xda_0gc@FMs9y$xU^oYc(*dY4 zH19ZgB-h;B4S=T*d?GV{2hWmq4|m^%R_M<03HzV0Kgpue9#vxruOFfj9mwEb{=nZ^%7Op3^UoI+)jBX zcf75Ayrp%#xn;PNG#r;GJbRst)yW4S1%?74_$Lf|LXZ~(dBM;J0GRwg5N-@Ct&T0LTVFwgCE|k9}_fJLqC;v@u6D z;Uk)u13GGFCTrfYFkFbiSU}Jm2v|U1CIFKGFos|w02x5Q41gIEFD-(h)c|Y<;3yV* z5`r#b;5!g>8wTfK=pY8O3xnN@!yHwI9$7BLyEwkuwQV^J@7L40WNLEB&|nh|vkr?n zfWz+5RI}2=ErYQKaFDZ!x~G|*o2kyXNw|>7+QpYI{Q2|eJ-~HURPdS_`uhj|r*5u) zum8>(>=O>khKGkn24%7#iS*B(Kb(fvXrDm8&);L+-g}(bllt~veehRKN@QP2wy3(8 zPs$Tj7ReeZBOUdljg=$x5~PthPRW*6B*=@yl*PZs^S>*yzbFfQl$kCFF#stIK!T4d zTukM!3`d<7%l)s72i})Qy&MU=D-W@ehu<5Ib5K^L%2{-TU9aLYlwHlL&L)Iik2K~X zlq6-AE0Xe58Fp0_d{&8OKR!^Vx*(KPRc(Q)mVmGuksj8>bRb-YvZ+Er$&yp?ibev$ zsFF8TD%rKlu2u!R3F+e^eO=0dE`(L9qGYHlBUBA}X!lujsftBK*bPW~t%_Z%;x;0* zL+IuANtupY2()*|5si0;n$mythRuPL-#i>Zqs`3Pc z5UeWjRu%Xl1wW8-w2TbN{jMbVAvKvwDqeyAs>*Ou<$P77zC(W7D%{toe2ljg_Q~7ep)Yfuo_%6h+}9k!v1htNH=!XLF!p)rc=$zS?pt~6EqT%-q%wRg#cn+2%5dn_0oUE4Z`b-A zHVa?O=RY$Ycsal8)e@$yLDMamd<~FoFg145>Rb<)T9EajyUQl6GsT(X zFw?ZvS4`1gWv;W#Ol$pgZL8^8+h*y#Ixs8w&3;C#JtM)PIl+OM@sXMSftl*c$^OF5 z_2L%#a`U`83I3fWft|(vy~MCCQdnO_tN<+|ixE(gc{M45nxww+sJ?PEO;J#jG(b)e z(9`&oWFak+SDnyb6)&V^@X#Q~7=BFxuR4}TNgAk5;#DX0lS2B5LA>&CH0-e^iB}mV zpu`I%deBfbMu``a;|9vZcqp4o;8PL>lw>|NS%`L@CGe_Z`pYAQ)In$eI(2?KS_CXSTIm=#i1rL3JaVU`ujT8d@uBx!4@s38w! zXN@_Mro5rHVo5`;s3BY2m?N#v`peFQbUb?UME0YsIbYn6Ep5t0$r=jO@+8d!X){4u zkNR%nx=b-OWdf*WN^9}bhU~%G^f3kij6ie0ajd<1xVe0!rFyijYLrni%A}$i8nb4s zgFeb_8t>~E>u4Blr;V~|hneURc~ARrN29ETKE`bsVK>X_E5$UTgjy^tO%qq<@(5{s zQigz(B_S8`DMiw{ilJu85Gi%w%cF*EGg~*#>N&lx^Zfdj!|UifR@Lv{l`(&EtT86b z!ZdT{R4lV?62eJJ}g`K&{Y4t7HmJwIPv<`%SO6ROBa4zw)Bdg`V|B0 zaZT*|rE|ZnS>dz6@|K=j$o4IyJNF~EZb{m^&v)(&mq}`mw1Cg5`AtE=O{tlj(z3RU zoRYV$#rGdGd;|HVmH&&q_YP{K+t)Q$w?xihk^?rzIexZr&e_=hoN+eJIp>72u?-j# zOwKuj$Weeq4nkxQh@?P9St28K%TtZ_-uKL$IaPOVP2H(evwyX!Yqd(%Rs12;(xc~n z>%Ka88Eg9J0$T-OKSR6x_Kg&aqwxoKKpGa);_N%k`!b~900)rW; z>E&PTe$CQM+qx=!*Y@PqODhiV$v$8nwSI2Qx<#>DS10aTm$ZEy@zmcX7p_AB&7U)+`F%u|DF!p5%+?I)B=dj%|)HRr1tVxTgSL#RK~} z8r~~SB6e)BU0~$1W|8~yS>I-9zA;ezXsBR4M=5gq;*4XPomcAH&Qp6bL;0u@d`cbv zbf%i~nt5Lr%=%!W>%PJy=r2>!*#k^3`~F~e%7yJ-v+xcxRUT-APYaE*FIs+{XKZhx z`gN}6D+8r>GnH;@E8Wmhcr{1MckAk}OJ})lUKO@;(;I!IC%W(}1N>7XwYWVSUK?xP zRflh?;+|+g?{#r+^l(?za3@vZYdVTIwQ)~$@J}>x_qA~EjFfEWtKZbczcf<2si$D6 z4xd!T?Nx;iso+nj&jT?6*jg1)LkF6y{s15mL|PnZ)vTogCtcYDysitTcS;rEE&SS(~T30kVS z)Xe^pcn&4KuPBB?%@(xR4KthQ*^$*L!L-t%8d7FWep+Qp5G5CMUcqE4VbtD=YBBw;Ss*c6P_q<@)T8M^x?4X*rx$odtncmh1XTKGnxPC~)0f z6M42G@@8Z5^X9ZSjmb}HW3N?)UnucENpiDDb2yOnd0+5-^ElfR;+_g&Ppyz$E$pER z*c1`FQphM3vnY}t3a>Md*GZOiQv{3xUPlg(p2=%X>Mj1zk#e~!{YGc{O=j`8f#y^! zu(2hN(^1&lkT%*+B7Z*gVLm9b-_=95XIF;zR3&s%V%e4919joe3HQrAkJg7=Zj5{0 zQy$1J3+OKK>M3?+kw15ry71^Z+z!%EYtCSEI;SOrN6+TcbB0>d`; zAKzOW+f5B+Rs=CBLK#(2teW^iI;pR%h}DqKs>|xE!N3`-KAY8;!*0l6P!n1U11L$K zvb`^7xLTHkSW%)MPzfI>u`gd=+_~Ds#7J3bj+){=Q;njSdo@YV3xn@eCcJ4Od34t% zayttKY9m0E+3foccF`piNtRv$^2idy6E^@FXt&f&DK+hX$FXXlt@w$qK z+VcnL#6fyCzl$`jn^lYqP=|X`c)q<^RkxoA0u{(DzVFz74C&n?VikpoDak z1$C4LVaKwt_R^5nlAzYokhb!$4oXyKbzE0nBD*P_O(XWS#&UMx|RHE zSCOYh+=rF%)+4_wIb>P$?s~+hi%^1XLwvzcCy6Tp8z)d z!G|6A54%C)d$Wd^E0nOijY-zcF;6{?o9s{mmO8k*GjTTza1RZk+p`o->cQ4~=G8{s zYA`m7s!#7}&hBp`aXO1R?POL>1hdkQO$lOGhq0;x+0Bqp)%IGHqD_r*`X}awXM3KyREU8(bmWM2Rj?;WexSRcmv)4nVtR1 zJCjU`WpQh(&_Yk>QDniHY%XiBKfu{||OHFfi2C$*gUr7gW?H zWsy^|h-ulxyrPoW#$)U(JE}E3v?D9BEhB=S7EVtIqbCQq#QQbH zc-4jds`C4h^V-T~_kLo>ik;X>{H;?EkQw=kOQT&Xnh3B8uEUMtVI_`fW7pk%Vwj z5^%I|KCXC!>SW|zB>9RoYX6w;qH#~NaR;5@S3qE;&}9y|4^@6Atw&?FpfMIG;WSD( zEz7$nFTFqRJa_OE=-Cf5_k*GHINlW?aoi!V`-PC-Ai4Ks8Q0{wFXV-v<$3R9L3>AC zwjh*mQf3s&&PCaIaz+MH@-&>Sx2wjC@xe_TDfRZ#5ZuV(|8CS>#S>_I0%A+3%_^@@jM>ef@H>QNyqb!+F7??p<+WDkzX^#wf@E2tq}$Te z6DVOHn(;T9e;p}$hU8sCQ}$u;jA`qTcpWqfmWM*}C>#=NGMTtlR{Cfv`OKu}tVvJY zn77J^=j>4rlh(a(`*w(P6&`vFgr6YZ8_;+Z?zpBU`t_H7zU8rZeWKKk7Jd_?xNF+HlCmtnu;M_HbJs zox*Kz6m-&f3_73DCS-L8|Dm2SM1R;B2FtpIz1_lp1UCLh>Fm#@cUnEe7ABYV{$ulx z6vy6fZV#K=!~SEU2?nOUR4ld;Yd!l@d-f-rwZFHYiM5_F*i1I7i`C8S>0=Sd)PNv zOv`T8c_!mHqicI-$I4dv%$8QTkp>!Qa7{f_K>-vh#?DA&KrR3zG9cz+;4C8pq^Cd$ z(Qs5S9OeUudO;yxAlM0Ve}{X09$0OIELXwjS3#FnfLrF!?X}STbiTCI7r7$x(2soMvsr#Q8TxlLyT^gH6tXOeD*QBL3( zKYEN8GdvhN%84Em<&27nV_1tBd2DzZkPR1&kCaY~Vl`)Dqtvm{>hUq^_*ey|q)7^~ zh&`AevEr8w(X!RI1 zYpw%-@L3b4od-HTt{?YOmuk|^UzjW{7gtsZ%gRNK^&^$# z?f0K#L2wEHnZ|QlY`^v7W^@;1R@i=aS+?Z8GTv5M;fo61K^6Z)VVZdX@C}0OVE8=* zxf?6xZ(h;m`NXe?#Dzy3%`CA=Tmr zznV5kZ5V27<#)0L%sy^OUDleNP5`*$U`Gi03Vtamx_8{FoG8PkCU7fOuiqTh}=;{U)02IJb9t6b#C<+6Sz#D*H zm8j?#m_62{#vp8q9Sw<0{bBN zGz>pd0p3QCvjKcl7jL1CKdGZ|SYPqdT-8H5Dy9&$2tbPfSO8&unHdD;;~+CU&J2&6 z2|=?VcmaTxLC_`$I)jHFsp9S{LsmHG77o6K1E+D&AsF6^gLmTb$5cT0^|Lu{E?yVT z9@W-5tfG8GL*>d0&9hpn=QQxQbQMo)Dp?w8oiLiQ0fJxXsC>{@ zX$kWA{rmSo6-C%V7YX=7{r|2~{qHvtfmk9Q<_ksQkx}IL@4-%XgtJe8qf1UufXBHL z$+oZhN{HODe10XFTb3uRAdR-wOmw$OnJtqIg;T|`Q^jG@;;^Z*7^Ea(D%TUiQUUKs zlb^~7ACbgo^5o}I|5MVJ$`db?CIc=bq(G#u5bbW4_OxJBi&2NRmdRVnxvYHqSQ3BJ`bT+q3l+a z-6kJop`CS8)j6`p0vW9o>1jjzx)4^2tg8{}X+!!M@;){)z(NO@2%|yXS%osH(2h!^ zgMxNe$>|kHQ!(06EoV^WwFEig5&CO2`bq)452o(mr1slTk{?=?^}B(L)@8~oQxK9L zN)D8#Iv^1b(7@YB;0?Ls7TNPz(p$=tm%;csFnJD4T?7;7!1x(3aULGAQk-}?7jZa% zM!rH~tdT5dv@8a#&qSLF(8fY}O*UGdAT14-S45-bkw{^Pyfhpw4wn^2AZ1bV+7z^s zfHq|RZYe;klhA@dl;kci2}6mVNXjR9hP^!Hvpm}g3BESvWr-Gg$WyFkso&*Af$|Io zS=39J?|C%-1rqg0=6_aZvjz#eiDo+>3D#)F4>Z^c^*@jN+=sYWNd3>CnQu|Y?Xq{e zlW$UwyNkr<$KxNJi@0&n#bW8-Cd#XIm1e5omg=kSoUggcPhOyVzAo?BO@V{c(#UvW@xQQ%-{*g$zCwkouqxm(-+?wPeN*up7jZ+!Jt0Hi#ll#jedDM7rRqRk@ z1g|E6Lm_ah;s#5DIOQQj6=7IlBQ=Iso4~J09w-UIC>u3_Uqcuw593sX4^>8TDx&$+ zL{4QKzdm`WGH$3my1yh`P?N;3PU2%IEuM$fqNQ@Hl6W<#{DyP^W}*@JSUzM1zbcMT zjpb8gd6Z~A#{1$0b;*L7L_Re^(n1t8=ZKnfL@l|)bh3m_61C)sT5?4#d03+vyM9Wh#|Iuk*+dHM~S$lK+u>iY|a+cr%7me5;{rPm?>_| z5Y(m!YEpy^nf#h$aWiqGqeR?FlCX(&0}3nW1Y>DeXNN-<|vCUrcp)J1-ybJeql0~OyK3ladYGNW!WQLO{1N( z;l^T7x*zxZ&6a&8{nrmOkL)NnRirFdDp;t~_V>ZEbt~hIwQ`m($XUHG!BpEz4RXT6 zE=o|CfkNDTwT#t9vCDK5)-Nu-VU>I1M$xT%`8V$;?${kLPxq@j?gI{b3FDsO;m682 zYXha%T6lL;qnNF030v0sEu4Et3A&{SUxdM19ZmOn3*OGscso<=p`Nnq0@KjdiwRqn z=WI8R-SSu6yVvD+ujcJuo-k9~ZTjnpvDOV8CA;~vZ|JIC)mC#} zyX^DA*%3Q7$rUBEp5dgtIhmYE=)MG zh3@bz0=AjQ9X%MaZ+q>B7j>_0#VywjnWgYu9o&WC zdrGj+D&wRhJEFF)dp%3z=OX=&MyhwUpvMOIFLSkQ=g;`M#Msx|?4_~tJ$=Qix=P>Y z>pY*Oc1usef9K{O%S;^?8OCf{=Dk?I`r##p_qWEo#{%Xlf7Aw#bU@;fgE2=A+RRdW zW~gXANA<0-@@Eqr8x!rv1}ZO2bgY-pcHOcvaGUw(1qN?ts=6)Fv7W8^#z^)10)r2; zRh{Omzc*66r2_7&;~#6{EET~qCFrCo&QcwBLml@>6Sg(NebB=_*M}b&D7>7hdP7g) zmM;FH8f>A8JD`d`uBmufUBOaI;i{gB{i0dl7VCbPr*=&l*lk$B^zsZcUy{9NnV+e; zoffdxfStABAOqYlb;w>7_fr!Wq77%vhk86-NlKD9kspQvZ})j$?g@Uztw@lbx~X^&Jfr^y-2ZN=|cSPIEm+A5zIGxF|rWS;9tKG&LjvA5c%zd5zHK8@2^ zK1k0SY|R~|Ck6kl|8ut{J?%NWB!E>J(M^eERfcy{Be``k)j_B8?H1*JTiF=C?riz@s+qGj)D4vsXQ|@$nyKano-K{NOHFm;bySY<7@`5XfJNc8 zCJR~!0~Ky9F&7#_wl+s?>`b}FBz+pF3mv2-4K}A^y=<-7gRMD(v@C4jmc#4J7qG}; zc9FQdd~~o%!XUEA9~o(9nZ$FAK8K1P?WlZmwB+`tg3F6@PUt7>Rfx6#`A-+N_?_#B zw`xng)Ea-ODdN;XwYQ|Ne7L8QM@yZ2vG8xq+KN!`t<-OcIUO{v}W1V&|WbGB{1k7bJ8exlc*Vy^>% z_m^K@rM6!WtW^eAmn$~KKVp@8u*=-qiC?Os@0SEzCjQu!`)zr_&($S9hYLNAP=c?g ze%l@UVKw3Frc{UB8BT|ZUT4Swmq~$Fi^Ct5N585`c$@3GKjHOU?<*=lPQc$RaF5r6 z6QdDC(=J=&C5r*Hgc}Q~SXl zWsf^cay>1xy>AzWJgZOs(U@YL?R>GNEQ3w2?PbvWSRH+=jz8=S^UnIa`TvY<{J&*q zVgW}o9osl8fbn+i z@AN~%E{fysI#S0axzDG9_DDXj{$1mY z4i?L}O-N4}QXeKuea87Ls;d zmUAB|vXK|Qk>{L3lh&cpOVRKp(!iC{$eps}6G--DdG={E{g6Ci^KZg-dCWF>$VxP1 zF&Z#u>X*{w4`}Qw7;!Thi#j=;`FPlQqb&9~QubV4@kU-_FRyb(DWBw|D@gK=-|JKIe3(>0Q(#qEp;hRS6p|PJ})J1vtr{bu$ zZud2{*7Z>5F2MR59=HngK7jF{&4Qo1`(By}zAl!yZyAm_F`jg3D(&)QwiS|je$>%q z?3?nqo5F+_PUZoLpDW}o2g6}!e%ISbb1tH}=jFun@|<&M&P93FB_!pnG;Y5%W8gm4&1+>a2pOJmlf;bzSzaE&MD2;KLMN1T?D-=P&hq!~A*c{k>CkJ%fHIxY}d&*r?;9{Oa~e$Sx({qBLv6kc16 zpuLITMW6Q0{s%kzrQL}$-_`N;6UM#tB8lUwD z`+J3heZrw30hc4-@&AzVKdooHA#OLLyR)mazpsbY#bPtqot>R5ChPyDuU`H=|Noll zyG)@_z!VBt!&pW*SHNu&aVy09N)fM2#48Z<@+DYWW4f4|BEg!@LPbMiA_$TQ!ZCIx2p01LMS@VVC{8RO2!#pL>?~D+HJau86P#h}3_FTR!^4H6 zl9FL@;jk!QEXtRNvc-aQu^?5 zd4<(!(bch|qiaK3yB4hls&9g+wNND$s;q)b%OO%BL@tE#$snHuva>-(2Aq-%5n|!k zFc1|8MFv2DZcv~z6yXZ{euaNLhF_k7FPlS_E1?_axI5=QI1m=51h&UYICoq^9vv#zy|Iv&xCF%F&VHvC-1;(bBQel4F&FnT7qFRY*^ZOqdv$b7ob+HhsSL4`EW0 zC^bWnn=47nXgPB!2jH^-Ak8#o{&egw&Tk3zBi_C7bFT4cCE%ovch|tXsVaEj6+H1c zHwD-QhTI{@2|xr*El*WEY3mAxiw7sKKu}dZ*4#45=$c|Pr`qUKt{RLhu|IHUwacCXVEK@5z=$FP5o#@1Ado zgPtowzqEAezXEx+w4tgxL310wxs%t>!l!lh`G&<9V-b-*@%T>=^c=v?0Q49FPXTxd zftN65#^j?jYR^gysK{8J11t_8m9LC&*r*A&4j04;!^#Q>}XU>gpyP*&Kd1X&sC z`5ig>deO2&3h)L9Y=&{iVfeNh{KWugI~#YyNb!gs?)VIaecJdF`pTPexTOHBf^Z9A z*bIV~0%)5eey_I5AtTMdjdlJ~QJw>!MG&+a0vjP<0mGLS;TM|lT^QV)w&z~M&;uNJ zfQPQ(fx{xhL`#dHv&Ul2pSD!QABVw36~*(a;0PX^RfF&7;xB0{ozhje-m`V5w)$xW z_>KzxiJt0rBXt*J4Ie|r^fL#3|NcEWJ~lQsIxG@$`u@$%{+o?R#2=9ikB^Q?Mn);! zozh8JW>Acuy-Pu2eC+dw@vrU=RFZ~D^ZJSL;%d@xL8_P>H&#uapk|L3#Z44POcA{& zvs|Vy=_ww`50H_(k+_$Wwi_nCt&%$JpK{zb`EAYETQjNk(uv@!NL#6#*^IDT(4lUm zuLJ3!%h@fmdNSHxF7K>F8gkJ_qP(L_-jIn>BIRixk?^Z%uA@BJTIO;<7I+HrK7*!w zmFEW_C9x=0_(eqPNpj3qYeu^1Xb)XhN0xU~A&fd%V-ea$#i$vpMb_DXakK#z(%Xgh zw8?wuNLMY|UMa87kXOdYDe)*Z2`!I7X(Y6>6fN>WLeHb$=OfR7>;aJ7Q9_&#V&IHc zB5x+is*=#+P&p|?p6iX4gdz#AWcK^y!Iu%2-O{UyQ|G|s6(GF=q!+=|6)<(*VCwCP zsb43h-Z!QGchD?Pq%;|ed8DLb?pRd{TAqTGC&?-k(b8yyN~QqSY^ zgjZ;mGeWSH`B@>M4^iI>a@Uin_j#GqA=$5!Sb1FXHzfHh68cc~Zn^a9cB#h+H1N92 zW(8vZm&|b^;=W({aR%~zDe8X)b=x9yT!O}2kbRwpew%|NUPY20%8LDwrXqPu^<=V( z)brAK;3K3U3aLs%vwWrk&dBpzrCz5HzZ1yM%~FSDXuuJv{mSuYVDbT&c%?G&US;AX znEGKR%leE~MNg)EkY;|C6?jUEeWXPZqeTQsN%B}lrYJvZG&fkB<{^%@;r+B2__T)e zWq0q#jYH0d`h3nY+|Ts{+-Li}sQ-E;_0GQN+Xo4^4ms>wer<{NOLHR&Q_aKkH4iP& zG&fdVs;{)tKzWy$rsWFNC;R8rhCXDb+O{QqV&}Lr(jD1EH%7KIBg3IP-;15^Gf*7Z zUmVP-P9CZz3|7YQtKtVK@x1ypF4kg}!mCLcERW=rhYRb|1Py7Ns#xB%4#ugB=1~)Q z)Y!p_s3A%Wwlr6$cI$25~CGc+}XTiU>h{5{F9QRzz?rBYD&~9wm-j z5yhoMb0|>*<>5o+QQV3c9yPANG@M%%kJX~pCh==h1vM#LN}QlRgI}K^Y|0VS@&%2V z7*?xIkkE*NnlyfOvYbk%*QnZXt1*Z* z8#5&h>B71cQB$UvMie(^VPvf-Thy2-ZpxN4=ZKrKFe|M!Z@2}!nxvH^YRJN_(3CB% z%fON(>r#c)36i=*NeyARktpq|8K;$uwUkbF)sE5%Cp*d~SPc_hb(nP4(<0@tr~29^ z+bhQ!$>Z&q?mE)dIL2t1>|>7iu}7J$lGbWbLy4dwdnhlCM@}9{4dbMT@<<87vYgSj zy5ag#0Vz`8^RoNQhM@~PI?wE@-DFz3Shd_tyL#K2venB1RPm)7H)Jg{O)}LC7GU)KEbO~Z?O#9gb>ml{RPQjaiHDciHT{k&!AikW2#lxo(^pjjQ@#|E{z zI#oWpS@ZNx!uFNF4Df+-H64wWLYK~UnyvA}5dYOg@0H1%+lHE#H1R1nZblqE6t!<% z^!|;vwUy7SfbgpqBF|kqqYAwCZFg9?{LM_w2gb^0lmX$ArPrRlH?>txX(=62hOKl} zpUp8$fBr7l#@_FM#Vcc-doz?C=&L?AQjR}!+-}1*gCc+B(}yS)Vul6 z140=w@st-YLgwiNnra0sG5%S-bkpO#RRU+d?<5 zO#OQ|<^HYQV}~d=uaM51@me^`W06t2uSb7H@c=n%C@m#z+luPj=Sy!|1uZse`}{fe z;`y+Rs}lC_c%%+~8LLE_&4^nuyWqmn!SL{=x9|K`E&ef6&B;W^(L^tBrCH*Rt)w%S zmA9`a9X^nK`6Btojkql<5;iT(*kzu3cvtQHD}*h}ei|t`&C#--qZPbv;g5N`H#H&0 zrN-eq*2nEKf1sy!T^$Ntv%r7#eD{@e!?ynwxMfx3o^8R~)@5Be&2;)yXz^F9sZ!7k zoP&nKZ5VnxL&Bz-e?=-ulAxMv8A{sk$sReq^lv*hu;Q9IdG1fBS6T{KQ!KrLoHU*($-COx;(^ur<;A zJX_=QJdH1NR9_n_xGguhr=@Tn2cJ;{rxf8+YWTxS&}n7(iYok46Z&Qh+ncIB&{uhC zsQAiA^@Xw0eLaPXS_%hM;e9IjeX5F=bd}F*!R{MZeOYMmcBbNW74T#8n!f0;kPSm&E=WR zWf`@k#EOitis{V8s;rRm6fbi47q%{~sMckDs=`Q5aQ`&PsSB74w@H zE7^@+=-pWw$f8E{)FliwrS{QM`)O%?4M{z$TuxnE_tr!G8|5~mM3-5sO5oi;PVP4))C<7gf~L!lM)ZCqI8BX65IXQapmAoqa>@ zJbztJ?;IH&8yg)H3B_1$oKVOe;;@Vm?j)zRWk$7UMKSUcx^gjg)|C^} znG@ZS6Vs6$+nycOmJ!~X8rqs1LQC*(i1n_G^r#ASD*X8-=KQW#X6oA&!B#x{LL2g) z3B{Shg)8CIMesuaeN+M7vp~!;P zpe(+xFcEwCcgHWZ^vS5}BAylCSOVcgF#J({)K+)=$1Iu8Iy7V}8n^}VT8%o*LB8N8 zZPllUkL6WA&|+(}=qpwbM)5@}ybzM@Z_?AD`?K1P8;X-&{T{49S@}qPAX@fA7JUs# zxQV9Rko&I@-@$XQsPY{SOcZ+~ElEgQ(o|!DtU44abCH)jO{Jel!j>Sx+Ni&>+(%RD zrakpbf68nARKTjq$Q`oeBWUtrS==sp!T}^|HxjTC^;?E`8BaNbsUOhTH!$ivV?6f6 zc;>@V*G*F~2a%E|a>{3Uy_>xHhrHq)TKEXbwnCHsMxxeB-fMHOt4b42%S)g9E_^Ge zILfPB<>jAH(mgrxBARwomb@P&?2!d7m3hvS1)9r3*Gj{dOJg@9#kXb2d!(O$+!ZJH z0*EJsxIt1cSemeQJmc(G$m)?F@bG8ch&4293&eIn{6nedrZUq4*KG+nx0D2L6hsaN zlc_f(p_d0guj4pw5qKXQi@rD-WjR5x98WwgOFcE>VK(v>Ot|1DTvVo9wI*z!QQNs_ z@f#WW4w`dTo^w{7dlAh(i)LRzGOx*Fj!g!x8TVT-6=E(6-z$qafW#b3G!X@xYz3_zN<^*{RSi3=4>|6bS7!F<0(8 z7`1~&zCt55>Jl4$!8`4~XBwViVLr$g5TE2?`#n;+XSq3A$uB}bu)!* zmav;8_)o~}pPTM~VY2_Y{sqqdobspDGeJ)emfYCeE$r_VVE-HjgdC25$HV&0ghCNt zAQA|LJV6hur=z`-&0^QF8>y^1GP{J)^>6j;-}ApR!xGW3kS*f1hf0Xvj}A=r0)X5DYqrxE>;2keDAP5`>EcQDQ;3 zi0>!j`HJ{qVquh6KoAL&#ljScC`}^D#Hg7#OCm~}*3iv{ezcGuE#QRk23)v(_Cq}%`nzv*v(B-Yr&tV2HtPbj>u^WAd3*c( z))uA4W>D7vQ)>XF8Y-{EytCpmxUdLJFNj2jvNEBpbSNzmPK|?7W1*B7C?On<@C0FQ zAlMZOamKm5hQD5i?^(c?H^SG}<8G~oo^FTV?twlZ#J$)BeqB+tJ_i525UlBzJ6>I5M0yD#^synJ8gY6gMJ@7!d^g z@y^6NYZ3RZh;vWKeZU{OBN)2QAGpNrKhEv7;P&p}^z0bw-8$E;{IaO{5nq5IwItvZ$-t)96df5ygw6ZcxZ zLh9{Z2wQhsYwBA8a1DT~02CkCSb1wt$Xt-QP_6OsZtAWbbjveb+pmmsmveza0RV-w z=XN)!=@rpCjW-duHS(IvQ6pV)h0q}&OU_})_ z7?*6Q+VtoiH!W8{E|pYQkF~T+w6{xXtz(6Sqe=0i?{@ur4z}v+*Q={$0T2O0UI4fN z-~^zb)8%3|5cm!tR~Y)GfU}0-uXvobg2G(@t^nv11RaOq6EOZ103OShM(@~v6@Z5@ z^aOyX0J;mnd5o_?2LZGOg62W6F&;M?R#*mr`{mvFzSghJ^?q%hdvY3A1v-%0&Y#MfK-sZe7zk2_7Hdv;T{5TAAtK1{1}2BK+p{U993}@N7lLP zDCTWHAWS9-YHLOHP2xrx#?IIbDZ5M7(lF}nJ+OXPJ6^2~uS|hpGJvunsCn5^`kw9O zrgJ0kARNXrAuj@O76Mlwa09}?+$R8jViq3Otri487ywZac1%`>l4n36I#7@<@Y97{ zb-+(u=$kh9Yyf>VhR);Q6#z1WpalRdhQMkV+K7YpC@bt!!S7MP?ZCr3m2m4}uo({@ zQN^Fv!Cx^{IBSTv&{N#6i{Gt>-=m4&pa^fo;oa7n9o10V41vvf+z}P{nx4`X1NE)y ziYru9)~cv3hT+8kS_Q#dAow&E{|G#l;pABc*>g=OrgIx-&uv(|ux0tOvK3~mbBCDM zPcR-`U_7`?T)UJw-#Fb+nY>|+kD1{oEmf>-O;_crfrj^`)8|a*9>YWDl<}5|_($rv zkA|wQGjKtRW^k&?B)@-8PK=HT`NAI7P~*SvEB-r;P$(E38yg>=kc^D}{{6d^QXAvy zpBEFC{^eur(_4MzL|#cgrzk^Io;N~H6oh;fCpgH8VnJ@SDr zEFiIqDyJ2oWl{3Vc%(iDsZBx1PV$UbsLv7P*M52KH#F=P;&ud0d?AZ@kCsNG70F0L z9!e`g8Vix8A}pt|uS?!bm(eOG>I>!lbZJNRRBfJ|*(mStLfEacwi=Ytfb@4EtY%qr z5!#R^t;vx!70O$3<#}#M>K8QE3C(pvDx>5X_DJ9*)N?EHRs+2Qke4&$L00mjV6?SV z-bj)chGRS{&krSf$kTtKY2T2q>yT%LviBxZE8N6IAiV`6Pc^01OJ#PuCfv@TgwOIU zH+flvyfhju3`dJ1r|3LHI(258&*Hsqt zR8IVb76l>E&ykeRNc2OL@LC#nA5H&))xAYLLxOI}GaS+6Z&K$&X!u=e@^>`p3*vTe z(#Bl+eJ7gsQx@_>8g?5Ey^q-Jl)Yas`*{L!Jt~X5hZgxrgKwimPifG#NvGXts*RlN ziMSk-+b)!U(3E-ZMO}Bv-YOyQHIWxu$V)ZEc8<)}Oy;;8aan@~9hK+WBV`G)nq0J@ ze8TVX#IN&6mNS;OS&@jOIZnFlLc_0(ThEvNTr0C#AoV;X3qC*jN_*-hkUj#)CmrdJ z1(Tn&q`rGlN)%e3GMQ;B&HFi35+tpRAI}Y*D2X4h%o)y47$wDw79~qaQNwA!M$?>! zlYWjC#qh&kvfi)jb3EANeRUx0T~E+^rq9#*@0atR97}$1GU@rHH@lWtEz)>tZgj_7 z|JGl|XO`)$ovAioM`fO-!j5^GyUcK}4$rO$yW5@R&`$Wo%KkZRpEO)zPDM1A633&)50r)smW6OCBKnF0c~vo7N+ho;8VhEm#`CITxmD5p8Um+^ zz@rj)RWVqfS``M}_|$}fG7O>#stNq6IBr#}pe_aLQ>#xGHRto|u?jO$6H!o~!lTCV z>(d1FX&g$dur`@r70oH}7f_>xb;+WJbU|IBurXrH2@(^lGaKN_7ZXv)Qc z9~(1;wW*TE3^9#3+(s6+5QP{%%MsIZhw1qeI(fJiD?Y<`Sz|Uv;%Ir2<~(r|5j(9* z7uBZ;Yg0ru$&$JxadqN20ER$$zpZGjt!ji;I?1S??5r7YB9AwarkHi(%=!s7ZECPn z+TS)sFBz*&9c>_uch-(|){nDj<2{`deasOSUDQ%7YA6#_^=qIf*O4`e&;6aXe@n_{vmg^ypE;T?MvDIPwOwbbf7gfH7tL~Bz5Jz#-Z@o}_T*u! zhi~M84W27z-PPB)q6*^f+=#kz?V2*|v1{YUMe{GIhTecWm}Nc;JE>d|pfG zoF?w924rWxJm30rYkX?@{bzSHAg2{3PmDF*7^_7b-2KjU&Ld+@>jehawG|&3sXH$- z`7(c|m9F}W*&1J$oA_;5lYioHD ziKICGYWDE&PD&%4zvQE@;AN)fWj5opzDn9*3%j{Sjz-!I4tC`q-iBH1jXZqBdDBLZ z&1<8!u8Y{PJbl~7j2-yMy{rMNn18#SnSU| zbBc7@GW)~{k7WyzEcV6j+7z{6Y2wz^gsrQ|Cl9t*KTq1b-eZ=^|H0l{2elRM?b^>; zNpOc!qYiDU(w4frD|MklsT&k2rNym9Tio58iQXZS%_CyEOgx?nt?QvBTQ5>B+_94YDDNVgDt#FH)l4jJ=hH z9aby2Y*uqrSNWujHB!ZyEtND~Ci6m3?462)*;3h$izQyEh<#Zub59z$?_Zz#@Ji^V zlQHLyId5L-xqWrvL!J7MZ@aC{nhhSM9av$x2$(F!nJ*EuUnya^9OtxF-g>p{_q7V1 zyEWb{k$JyVN^h~``xUAm)a1Xema|wZXSrJ5Y_&qbPBrKC%0|n@zbu!uS*K*VS}|mg zhRsT;7t-K~I7UYTz99u)l7z2F!gnPgJ#qN8B(Pko@MYzqN3u9wdF-1-;(97rJ!P>g z((nm!%xNjCu8Pz(Y2bQD+h*fR^W~CHq=AK|M!SQ9_hz*iE!EHsO5bIHnKX#pp^o3T z`Ij_sl*N1#hwLQaAbHSydj|&}#4U)Vh8m2x-5c?HNh=6qv=p;CDwxd#dQB3oGM-i) zPs#HcFOMHDPZ%qS?juBy(n8A9LT9Lh3BT>*UB8zl2N%cr|EHgG2D&@g44R0Y@h8WI z`gt6YclNjMOyr$SPEK(rCpo-HE{Dmaj|~kBcC_?1S9R4EwU%Zz7Ns^8r8E|%)a55u z;Ug-uL+bJ(Yw#fzsoq85HoxDTdbAVrdA}jdZ0GmOl0WXNgy^q4vK-o_Dt2@w=J+bi zB$z4@%Z0uH&9*+XEoCNY~r7`3jW<=?0kR`hyzdUH6VHEEm_ zGFbGp4{z9q|1?0b8maOcC3#b8gGS1HTEYxVEw5&NIF$5o_0N64TX$nyme+72zPl>9 zt0IBil0Vp(-CpR^lIz--*oL=FalUnUmE?LA=`G8owkm=9+KRo!K8%4TE@O~8 z)=6z8jMhd|YC`DU`K;dJp*;Jhi0h4^`_n#4bS3Ign*u0xp_KZF(dOv!wxo%UGUgsz>051@O;y}CVw4Fn+^{;zxFyxR zBKUE<`5rI5weJoqo1EX^^X^#Y&zr>H5A|_&&6)0X8E!SnPBlrk)p6fT0$&z+KPvar zal0+^<0{B?+Ey9zpepQ5mh1T>yMtM7r}6IR^SrMS{BD&5>o%lXRmGU(d0j2`JxKIB zS`&Vk6mhS_|6;DoflT|o8TN-$Y_-Bo)q)r1b#1P+n{21y}$md@R6q2fpU+=q^CXk z@5rT=-FaU-@g}`_U&#c^!76|DX!}T0R!`xNhM1Rlr-Nw@yOV8p#(votW2_cppt5-p zRu;mlNQ$XSNh(W-YIDPSTdIe8+b9D) zql10p!~K8z&gi1PGm&@3m>B#2vNJY|#$wSpOgfiA<1(2Gx|v8l(*ptm3W`c}lCd1B6hhCZvzcLl0 z!%uiHo$+ci_ro9JSGxBN8)=YuNK6o-Ht8%q<03xmzG%j6`HZ8?mN5M)Due zWnUM>9^#lQjy>DJez%eFTyom~)SrTn!i<+_@&jS~4K(63>bX_;Q*p)!OxbD*DlG&x z?r43uur*ECf&bH-h?cqvYuq@_XNYp3UR#oGwtG74%zW^P*`NbR*nUCS@j17(%x8dd zAL6GQpd-a-Thcu72U6!VTj@1l@)IHcKuK-_!W%)*HpEQ~`3dG6z>EW!bp+EtFnkwj z{;y@T0h{Inx6J!)MuPVtVTX~xy@>bLd5=Z2uHrLJfNu?WKcr_fFCc|4Cx2|5i#&{! ze-zf*3ae~{InRa3r;(VQf`n7^u_w`_(=%S0JSTND>mgeBQH0FOtnzW;6=z!kmMLI<0&EK`(_V~b0u4L@)VH!+_l^93BYgiuGa;vDGWDmT9?(6`Pp7}1 z&U!za`J5MiW+w8&eCoZql)JNmJK666-wK)y-;JhS=DRJKkGm`^F+{U&3o~z^Ik(Z= zJ81T8VU{kEaAV$o&#aFo-+MLRd+m(dnpscvxd3fJ@-0D%?p(~}x#$zKF-K;j5AZ!# z)4!|o+;;LjkMIL8PI(=k3%w*rd^8(#OBj1{SYNhy6~r{da_ynX?-2JJ#502!hG60y zH1-Z2Gmz?gCEoS`lw8NPdcU7&C}MOqGJ4w>Lcgf%|Oq>eM`G}Zz&`@1+S_9$hvuZK+T?eFgI zt*5k9QyTin6b_@E!=ZCIOb(-;HBrZ+m9yw2Yag+X;M?JWr$YnJhX?hB`Y-qQ9_jAVXlWO3 zZh@McL45cyQ1;L(Elv@kw1eu|wo#m?q)@@9BN)7&yXw~Ws# z<%_(tvgxVP8GiW;zhZidIKwZWo+{%{mGGwurzZ2Kc)5ID))Xg&&qJ0oEjTCH9oX| zbWoczxSuk3Xm~(ts8563CAGlL09n*}hUw{qI$EKQ7O1@iYHI{-4WP9iwA6s6YN)XS zt|x-}a!_9aMC^P|Gg5Q3!aQV)7jAA5CGF@(2va({Px^$od>>~#GVW3a|VgZN;AOkCw4PmnZ zl!e39KfTr9;h3qfpM3s8%Kja}igF3CVm7Q+x_nc`hW*t?uS_`qqI&oYeKO45yd@Zb zU>I_NfEx^_;6U2CG1G}44m7@R% zfIzgYTz)o5+R&%xOQUwn+m0*pP&dV1+7RTuT_zHk7LC|do zdIrOsa|@W2Bwl0lbZgsOXQ!aCe$vNhWcPtVtV|aKR|AN! z5W1KzhOJg#nY(0B0uCD`0mWe;7Xa=-;0g?`0&o*RPXTxfpf3={PQ(y_4}g6DY-`+h>l;sl7 z?y*?2=#30`tANo}6h9>{wh6)kC8+_yM*(;PKr|NaUa893wRZBf*7U_=lV^@l zckdqBylrIf-tp^~sdsNuuAXMyzr=iWW9;&=vD5np4rmRY-Z6UbeE+pmwOiNKX>Tn! zwXgi%tsfgU-w}iF0`M3I-pY!9Ru(r^5OY%ytN8fx&!0atT-F?qJ58V94O9PXuCIU3 z|N3wyr+Jf892Sem<4sP_jFJa)Bck)7BC~8Qf*)P)Obwx=1XELkry5E*1+lcyuN=Qu zQ}NdPtlzVE&&kvu(@73%Z7&tJ6{8JVNQocXkSJ(K5LKi_JrVd`7MW0i zPmpv6B-T(^?1z+wBIR*NV}Y=%M%Y(}_S7Ie1YcoU5R&^F4SS8aoe9@SXkhNWY{Cl=g~xSVWO!p=$XLlJ`(m?nCgh6SR-Mt zk$7`qQNY|UojJD~!Uz*I*&YehN8GN@+Z+`5K1V`cp%MDC-}la29ufFI6XrV$f}Wru z59b|@AYONnVlP49)7g**^My8oFhhaMWyEeRY9b}DT!R?Ehyg%MG4n6LyrDGesEt~v zqcQi;;G4pbTWDpBpt%yQFA|icOnbi)M4Jf+VMs-?C_*#ZVD{_gdFw56U)Q46TV_pU z5hty=uZySOfjL76F@@&70D*;~;Kw#WhPj|Vd!{%{P#hp2hKd3|OQNRp{HOE$XY#`* zbHaH=iTtYUNqhh&@(VZBg_C5@Nw8!`nbLf8$Gsm={Pf47EU2;e=^xu&7=WXJNS+ADV~kz6M)wm|`RLPPqjhS;ZL%PM|7?@co6 zPBQOG_|lthHB|6>xWIR?z?)JWI7$qsl!S~D!$-@)C}m-+`eYg@j#is6K}ryDu9{eS zeG;uEfl?AmtrVprQmY~+s$$2>BgTjk%-RH6b@W(8*m!xE2$0prk1ymg((95Zs-mbB zVYKRKYGov~GKx`~$f!vcb)wZIj8{aA62rzTBAE3_)XMO2V$gVbIITKnygYQGGJ;+m zMXicuwdOEHxroWMngnKJI=wcIAu2UX5urL#oX9~VMbWFnSxqU-`Xsi9sikq+^H{AS zG{$Pdvsy$_7^l5}+fl$0k*o!pCMr8C6jh&Tz#Et%{so9rnO@vojz zPIno%y^zzI^Y?s~2)E^MTXR{>cy?oPU2T!`}J-U zwr&U!2RUn0V$>F8YAg>`k#duUe3h_Hve0ybYPAGk?9{;*cs$$cq%G=0^i0@P&vRmHM3REl=(?ev_XUwehW(SLkn`h#*R)(&UiBOjdS}ER~NQMc}z< zncucsY>|Z7I@POE(6`-M)gGS1#T9v9EDaUK9M>;3U7`GSjdH-LBhFe| zOqZ*^Un2KJQS9|18H+W`3|1_U^;(SQ94mvu{`kM9cDxjpcJw!`|x-&ZJjZ(eOEgLB`pf%w&o^wrE^{ffW?yK?Sd zOV_!We)lrT=ylWUyD1wL{TG1I z`U1(Rb28YQ@?w`Hfal4hF1xqd ztd@JNi21s9Rfmn8_ofxWn(~pGl)uP=4-z1H&yK`x8{K4qtt{-WBIY28@sI$-)2k=K zELnvyv^eW=Z{1-p-H`-q8ZnyPR!DEe(@BZ+ssswbf2=rkq9KpkkWZ`49Vv;gPxdT{ z@hZ=ZNcVG!bNN=96j+V_&+l53JDOQE>gZrEl`=3k)W>79rxw`R{QUgf+&{fDj>tP> zu@=}_XG_llJ8LV;ZXl%86Ox;Y(_4zuNjZ^K3+#-P9sCb=_V&!}Ef}Bon!!dpEU(Ep z-cyeHpniBMcJCti+IslZDp+?X*6-!|P@`RKg?^0w@}au;(fZ6GQet0u&`@R2NL_4i zk$Zc(acA1cwzM~08T#EBy4@KMdNLl9v-Jk>F9veo4-$+h6<^1yEJrJ>M@mh|xq7{s z_xiK$4CLM)%)M0?xNo4;lF^km+MG=9E2eee$J;VzNAeS%Y%^I5Ow>U5+r9@I|! zASsI47&Bh!MkTq?nj-0~sqD@iR!=^=zmz*%%kD2{lZov9Vs;;a)1AX?OB%28rWDyx zD_rPx!K{V=R-+%M*?Y9YvcJHzBk5j8v$i zXVzh#9964MabT0HS(Hw8e*>j4l~NHnS{=X~D4k^wOw-8|O_?1DFY5hvWmzZ;mm7?? z_>VOPPqf4`x>K0sY*v3hd$52rSjZbHX7y*&x{@gMp@S8_`%8Wd6#W<|`bjQy>dpJ! zll8eL_Hp*Rb>Sy)8E2IUr{xMxV6qNEDceDc7Kq*iqBcMw>oERnFu&J8PHMnzDfp=d zytcqeI%|mEj(3E-CKHUBQl65+9#w@rA_m+m@x5K*cc;YX^6yu>^Lz}4t0ViXBHHpj z8?t`ZB->Rd+mI41t76QWGwpLdZUnsB81wZ2{@0!IkWZD-->Twm>#}^B3Gwa3w9bm; z`W(MHyiaFISVO99v7c^{&n;hlWy{mR>#0I{;FZcC-MH`D6RkFt2Fwd-|8A3@n8dVG**-B;=H`Ml#%6iN4dJB?8 z)QphaTaeUOkW3~d_2$HOXGL{qMRsL{cV&i)@L6_5Pi91SN^oIc!b}rult+Jgayc_v>%x5+B1%QaUl4!K@)DPJi z7nwQt)pJfuCoL7&U)AU1UkZ|M&w6T3d#>dKADkgr{VDerL_eGHJ&h90g@s>)nfk)? zhiHP1F#00uyZ4X#`uQ(nQ+m*B%mZP2?4Pb2VRxReD+g^&64nF=Tcf6a>kRJ$JY5X$ zqZH3Xobeot-2k-P(D+Sw^c)y@EX7Z`hctyDjgbP9hp_M)T4;q3e+tT7kV-eC+T~B3 zJ3=s+byS@*0kdCWzB!or22Fp5rfo6P4!9XN`6+jW8IR?&K3am1!$|Ov`Cpp^9_wb^ zmQFi~&04{nZ-D2&axQkqgt7E|)Ip@^1yW`#EHy$Bk0OBzs3$;v!E+ws0-q(bUMtbW z6KKIlVX2j{@&`(^6_!{C%k71YzQWcZVOO-UFB5I}J&(UHh|pqx!16v}=b|qNE1ZRd z*J$QWL722KOiUO8gh3dA7c^}Jaf~6hDPS4GY!it75*m93aUGRdjtZ3bVBAz;E@ba~ z&eQpf=X0_5=Av)R#y^^gxy}A{jOTNFGWrZZ{wzP@5YK1-bm&Q8{N-u4O|&=gT=*6w z|1pw#N05F|koOqPd4wjNM`O5yYLC58XTKyMD%V_4Mz>d>0jtDQ40F zJLSA=Hu&gl@Uhv@!?RJxW@1mzhVGp(mY}`Eux;0|f1jKRxWV_kG8c9miGMhs{7e{k zdCFOhbO;)G4zW#Pwjsnez%bs!^tbSsJ{Wxt55L0n=))b4utgU@<(G@2j! zj5$8eqWwp9Mx)XO$b;nGe)7;jJ*A~~q-mgku&by0f9su?f6xE^u%T zhr`O^Fw)udL^d-`v}a|q7%41zGK-$bq{Xo&qL>pQOlkmQ%!^8K7#TF648Efbz8WIy z4D=oE?>*AnwXLgDp}k$KwH4FS0yWfuIucYvf=DE&k_3olPzeDpDuD2*Pq1eVpiFDH+)KK`PoXJhTYK^@O8MHlKJXQdg>BD3B zPqIbqjK_50Fl<<&rZWdN)s{VB&KP}58+}R}y-lZFq>Y@VjvO2x(ViGNLLE6eK743w zaPQcl_Q-%1Wk7qR|G-e+mi}%za+hR(x8gw0lKvj`-cH5N79e70%}`q-)ZPfSilj5B zsY=AoYD+nFqmPUW;t*`m>XLgc3%45+dM*fSk zYH33Q)RrbjUw4055ofrM#~dGPB+*Lp>5+ldk0uj0Kk$v6nXkWbO>Ou#&XttHoR@^qMd9GJwPursH&Fl6QD5!+uU=IL!0E{ODhr@6Z45z_x1_Y(Ua5w|t&Y%M61{h2&T;LOw;Jml;(U~S8CwI6%+q;2EICe_6wTH9-tl`~-|0Dusz z)PVkr-WR&R#4uI>G6&En2)+eF7hudeG3*5~+$9|DzJ&PK#meULGB*LZfPv0I@Hqf3 z0B{3>A3~5W1Rjd4G;kY0*8#W!z-b8VfuO_U*tIx#lNffh6jmDt2*18J7AL&ipnL%W zk0GoR1j^1Gov9}BIyyNGE$p^tgf-Uu)xihIv>1M_G%<5m->e6K15P4DbxG=))d|a& zy5O*%Vb}tK(sqca?v{<&u&L*V2Q@QyBs-5yBy!8jr?Rt$b?$e_D!0Pe1_&YnPz<0f z03|{o0Ro{5`IEsgh{k~k70AmRD#DG8y^cxb1crF;& zUkiM)HuUGHkX4GF5>NVc>NTv>pO~)w6W~tO7s-f;V9>nlQW- z1Mio_9F)QBm%;9q!S0pC?Ulx9N#l0QU=B&)_F>>d05VaLa#*Q!62SU0I8Uv$FJz>2 zA?P*^b5a~WE{;8bg`djFTBjxq(&7XsXJyd$*!jcF&wy$JScL-L!J*`U%F3 zvm^U=_8;8cym3SKrcK=&Hw_%x-+Oph_rV?HlY4siZlqi|F#Pbu#N!M7XO9kDI^K8c zNXzbhH5V@BUpg10zS2YzxGa^mQ<46mC>6eC^-ya3pFe;2)X~WyGOeNE&!0d4HJ8}G z=YM4ysv9S$3@(Q^HOV6t<7emp5YsaALW8sH&4X{BX^(UtPw^jee?yD0Z_-P5Hq{YnDiDtJ2!=b6kxn6%jE?o8 z4LuOhg)TkS-G1S&8;Fpo8t`aG!9fT{zGr9H@0lJXtRcSF4IBEN14Q?1aLPxDR}1rBG> z_%8_FQxI>7#+%JY86fHQf>3=V+Hl@qU*LQN4StR~o<_fEO@G-j|MUFpTY1EKCz|Pi zWIH3tR`cJt39PkdKC7Yuk5GaalKy?(WR2jn+`REpH1s*@xDPdwKuqQ5UjxKa6}3~J zHGl;1&(M-U#P2c^c}w7RTA1_+tyNG|L@{F_?GSjTkG; zeU?Xzmdt+;n>U06M)2%=F!upMOklw`34w*eoc(qr&REb$m~APYuO-ZtM9-!=OvhXD z{9aCZKACiXFm7^?>+@kUBVan&mFaMuX0nrRvSaL>`sf>Vs?AZB?_*}T2{qAWsw|lv z|6|F77fb+91w^xHP?v2jxb3fk>dwE0upw^BhN}H9WKOWS$rm3nSFTPPle3LTn z*gEMen`9qoD-<}~?@uvli~7`?YT2Ld+?V-tAjf^UIB29SY_QOOydrY6B5FcZc_ykb zo2ZSOs7avJBurGtQLAFcM5HX7E@~o6qgF-INb#bls^Z3o;na$-u`-cvMz4vZ)g;nL zF^u{QdP6$BI&P#ih(?MMHKx_XQ%P~7rQs7*apM)?)XK<-s@Mt9`SG;M@bR)hT6Gk? zGGd}4oK_u4s|aN_q%-PM8Kk(0$_Qp{BE2q&QJ=(W$)ne$&}&oJ&3IN_BBMHn)tJT* z)rX0a9!0`e3!dGWDU!Tea#+n-?3Qd^2Z7U8z-i0pbro|(w2Q#$EaG+)aym*_EqHco zj;QRcyOh^k#_KNQb`^=5%Q_1=9RyBGF1sm<+mX*{T@cnfM73oL4q85|C7ah-$m=fQ zb``VQ@>wD(S0H*xYaY7=FA~t&b43x3E!n)*oJmn8B%WE9#H@{F)g^Ko)7iC&+}fn+ z_LAvt62GTzZlIapT{GQNBT8!=YU2;J&J1_V4Ry?QlV++@r_1AKn~JB~s;2u}XDEIA zpE5 zVxMKPhVnQw6>(!l?6=j*v1d-X?>gwZZG*$wr5>AB{9L2*Ngne;9{W>Gk#OTGQSWKN z&2!~C=d$-`#I8|@S}7gBS~_`!WaS}^!B>~aCJ#m&jD|zJC-9lwHl{^KG!xb3BiBfV zua)&)A|0|)#Z3hhw@$HZ#Ne09^!?E_+WN`*zi`3}dsF z=!C+LMqiYq-z^bkGn%L=`JX)yE2lqyvIr39;^}9vl-rF^Q zYp#epvzHPRS@HTs`pG@EOT_~YZ)pn-8^|sm$jt9fOzY3g>4;73h)x;I&TsediPzFd z+O)`Louc~+C395;{GHp*>sN>ET0?kxJ5T@BM-^$Oy;|iqcDZlfyKT~_v;97hl0ps+ z@A&nr;MwCwE4yYF*J@*v+$T>ufBhIwi>!E|TXy|S&RK1jC76J9^1ka-UrSngH zXs69`MJLTw?JkZbU%v$G-|Dk%qx;6S0ozw5oZL~Yd!ysiv&`+wLYBgDTbD*|QvEIm z-r>L#G5E0*=KBiSZz6UkW}u3DuY`H6gnOlkd##8yUMglOzc-5YjP(|DnCL?=n!ZhMb)&>?#E^G$qO3@3IJyj5LqY-w%d&iOP6N z?(d1JBt}~WwY7Y_sgO!aYfg15iuh5Lmy+#khxc7ZlHOdF(Oi<=T%1;$ zA49^2)#gUj;6?1LFwDm5{pstQFn0Hs`hU=Lexzc5S25gJ}94Pjrwnp`q+O^}2dMkbn*F|?1Irk7O2MQfK67}2SZ#6|+Y6w5y z8h58R{aJs(S4ydKe~!rj!E~V5Y@qN8-J}h7fwa|3s}9wc2gC$aaumPpuASir&?8dK2}A6ECy|Y;6rVIh_5X zC+=2*%h7z39eDz&LBm^yYYsv=e%(Qiod# z$@N)-&ACIZc|D}4&NA=LJcruoXE{#CJapGx*`#!6nWV*oZ9U~-bTWxM-o@;%9j;Co ztqdBi_Tdc@XLzI2+)>^{&m^^nS`$&}x`?IsdV3I~Glton!s^Rpku&LCiPY9e zT66GVsY!pC#b|xVNPWy`UHou`e}A#FXcam471(y;jk_`p`qExB`JTbQSQNS+c&-IO z8gSG`OvoB+;7V-3O4wTscSG-&^RB=W!v; z>3FW!LqgzNLWps3#Mh!w(~>Z=qEOS~@UKN-W`$u!rBUW}$quAglj6XKi4La%4L1F} zEgAGiDb+?h&P+4l{nGHy8qua3BaJnaY>pQCKg{*KmFICi@!Nj4hth?=)k}T%6#d>; z+mY+smH)FN*QLAIYpBAn(CtdlbCo2s73IDM z$^#A-xo(R!R2?e%M(;|ab!3e+C5|>H4>!gRi)6rv-Xg1F_iZVrn0&h>t;sq=B;URg zkIo#+L85n8?w8?eSI$T!cbGKVn9x(`TpD;M*X?xHkK>sR2a>I}hZ!zQ`nDm)Xxmm5 zNqLOeVj1zJa#D*VB~NZ!n(2Nc!t4OS_hpL9{gSY^sg61>FAkBif<)d~PYb2Ldu)jO zAK4jI1kM=$65IHX$}>^l*+0w9m<%qH`4^mt)?aqUW=`_BGcz-DGqaOio`{_>M7fRs zy?53a6_@T}XMxA#YwDYWf+GJ1zlFtQ=Ema*k*PU%o*S1ov~u}Vlau_vX^kuflQvEr zB9r@Cn)~ZXp5(pQi~E=VHhCw6Cx`p&vU-dT88MtDa` za7R)=YrJoLs0Y#ABK7TUtL;nni32r&y^4e1iGiQ;aMBtmZ#x{n0aJJwG~9sNbm4A2 zsNYbG^?UuuYuNxfU_;3 zq}WkV=8Bd%2}>>Ji@%`d7PA2dr=Ef7cbF*yXwnGc8AFq%V9FGlG=rvW;YkPF%um&s z-<#(A_s+U%%($(daal6!D9Qf{k3WNl^{{j!u~8$X`J7vVVndYp1ld= zaKp_1faaaRoYzue{6%5rGhwlru*^;rK1p;yoBYsrU$n^usdGeXY!Tx7IsA?J)WbYG zS>}65H1-l&tcwyZ3$u6r$yhH;RTCyk3!`8p5;x}oGv7l@eGKCTM0*X5KZb{H1BxDw ztP9h>t01u#=F*-CazD@GKM6A531S}z;_uCcU!4v-&hycp^xQEMa)|G*&9PUTbX+;> zxt{e=p6944EI5ncug&M`p!lnT)YJ3vN08(TNXjK7WWV6|npsZ~{+s!=YWmk|zUxw+ zivrJ9dO{CkyaOC_?4;AuDHnCV_m=6O*uZefbNvrg7PH+!M%j6F2S9v1O3_5wTm$5BMh{(`fS{|3(36bfr}Vf_m} zWB)5kTX4`Af7uyjm^DUWQO8&`DvQDR3(o#RG$x%fJTOe|?(ggGt8ZxP?I-v3_5Pck z{d@jrMpV$w=k^a2(Q&!T0rCem26R5m?{JrT|t4`5LP z>7(xSksmCoH)}kQKJ3e&c(G}LY+4YD7R+JyN>Po1h z0xB*7g}IB!|bMkC8k73oeuCKeH3vZPccEYI8k{Imn@nQ)@{h@!=Cezi3vb zMuxOho{}9`(vSE1h3G%Wdl+~w(SD$KLd7xHBD;7xj z0N@A1zA)?q;BW{^g+LYrWdbMx67`GO;9wINSjs>#Yh_bc$!94pX*+(CAD$#=ZJ+J! zo$2eH?&z2#kr>&zqj53wg)I((0w7SS^LWHNrq9W{-`bw?&9p&l z8v%e)3{;5|OIt9`5^%Wc-TOLUJjQR-`~iSH1epQwbfL5CAr|*U3U>xTmjI*#f$IS1 zh_o`yIS4)gphH;fNpbNV5Oe@Q7a>SzLESnFz%c+01L!D#wgRw646_7+mO`+)1XcqA zMkhB8HRYHb+11;QB_u9Pbwh>D&7Rl@&(oKl0SO0% zm63-o1Z>gOXuq9Y%#<)j3gD9hFjNGli(u0w&|5|55WsGMVRZTJH1uc@d|L_gK~6G5V{6Zz)5B{w&K}r>-Z{rTb!2ki_UT>g zc-xk7*RN!2XiQx=GIRGlb*nmgm0FwXk``69&UKqRw`^_Mq~5i2Q_rDYz1rKzyEjlC z9wy&E*?;v|-%0K6gIijT>}UA&`7=|Kygz^bbXM2q`1s_yIt4wvUh8c=9BMoA z`yD6j3pdQ16=BTsd(MqEpGp473pV2Vz2kU3oy-2g4>z9j)t^guo+%7L+ltWPcENZ* zN*xkV`vv5BVM`HOpNZ6_Ar;YRWi(n9Ev!#LYZ6dW9NLzRR)rwBR`YSsQNPQG(^i3v zrod(o>bPIva}CXPMynEqZ6#=DwUFE>r1T0$dW6HB!jUc^rAIi>AnYLu+w#$dG+}K# zQkQ^MgrIpYDBcw<4i=90p%a7X7+E;nJ>Om_Xekx;R10de=WFqTwo0_OPB=zJCx+4S z0pUO^+K`QwhYAzSgfRw4&=aBE5rL8XyyI>(%N8Le3%je)-YQ{vBwFZ&mUtp~cQoh; z@@1vqB@pPs0)4E&LJLi>LkQu*&MLGPkCIZ5>SR$8V|@l%9fKD9M$)YQ6#Jv0uZ7XC zg@xWo;&(x&9YXkpWH_Kn=7NY1!bCHa7>4AyA+ZKX$RmOKaU|d_8ucEDF%$&7n0GuP zOfnXv*a+}8Xy60H`J^z%4$X8!Lf)eh21xh^LDV}m`XiELIs5Z0YI$Vd?aG|t(z(xS z^S`gm|F|$~vgS|NQ#92I34SA zAN&UOdpK*MIrA0>K4VZbshJPZoFPVFfSG#>=09NPzu-^@#Xk`XnKoikHp9CVMnfkp&MY} z7U;h(H)eZ!DleQ@5I^Sfgy!;?;&^ZL+sPrjE5p8TJKf%O_?TDNe++tj@yEl+ ztB4%0ikYa6qtzvhRz%aPX{?E-*QL@(iPVY+YDE;iI$@L; zNfi~Dh105I8MO)2s&HDBh`!P5Gw5}xV--9q;;y2SDFu<^1WIw^)q3|=tKA{IzlI*k-VEf1$vMKDMSBKFjjO0P?#Rzy#b z;+YKqqd;80sf_Aqc0&rYF@xEZ!D`N2u*`Bql&UtBUKh`5O6Ruau$nV@?FEzFCA_W@ zZf6m@J%8a?!0RgFb`x3cxt!Mg$*vM!S1GTjjN4hnT%c*p=4^H=p3{=eYRcla=ZVZU z(aQ;$F{VC&3K+stt1%uxF@xpt-{ zk6#uuQ=iXoCry*vW+;8r6!J8se|mJ7PZ{KPH*p%vm{s}I;tX10+GtAXNMh)Cek!xR zl+#9HlqAsO>?UG=j<}olJUBb?UT5gT%^rQd{LL$KcWShL{Mcvssps{ZmdCpN*7hA{ zU)x{2^HEiBk_4{OSO-~*sWkjr9C&Qo7=Gzi+M~y%@1C}qf9bWh==t;tze7D#34|@d zc&o|06az1@(6>c0Ul&P#mVqr)Bu$jW-YVeqWgw@`Ym%;B`Mr0S->z-uYVy(hH(M-~ zeIgDU%EEygmK9t*U-tZd)01n&Ib+QkQ$TSV~`6Twhi8*Y2IhtCXB}ZcMmz&SbTc#X6-&^0-f%Rwdrk{jglw zKuzkVG;~`Iqo*vB@xi$Ar+dKZlb__^&#K}dRArtkNyOaKbvbdQ*sioTn$^RlBlKXxmL+qO~QA}`sicl-L|aHy?egH)*S!jk)AX#UbDFN z$Il|8FBXgC3*YFCXXQ1!xHj6`HvVuQh)E*8d!Kyvkh{j>=5L0S=)gAfPxVi4C+%9} zwis)#D)mwfeu9Op7D;_mfh|;}`+hohJ6I6!U9EbfHxd=s9vDhAF^N5Q-e=vi)DwG~ z4c<0Af1I>=mA|UQ7b(a=UOaK{uB>Cn-PL667eS@3UvvkD5e?qv+&Y)=|FCz~L2dkd zzyI!r;7)us-o|egpHPn=!nBlr69Xa$|3u= zxTr4++_T<)`&kAOX#Vu9_q%@L-c?Qtz(f&ezFaiukeacY{3{i)SE`cEd)67O zlzOQsp)D=^LP1o2nfNnVp(k=U2X$4OO)G4+u8qEM@SB=~#cHYdDxwBU#S^ZabJN)1 zy<>Iq@dF=aAVXQRDf$bwB#haV!|p6$5K_n`fmA{| zy`z%eRXg5PK&eX`Dh{cRbE?aXsLIQ!P4+L0w9k!ki}>}WI`dzjUH5lj?5wsVE7He` zPA2}O1ZDr{#C5d%8VVHN8 z5m1@zQy6CDt$+ILTKL;d*>K~{me(ZQ9xY3AI$joWw=>tOE5|0o{l@Rldt=Qtqs`7V zM46ouM|*kO`cg1ai4)SIqIY7;Q#J1f?yG)|t-gE1-6! zO^oK(dTDuV0gjvS1}c#LGW=5|kYu>6A?Vsb`U6ItC9TejO7Nl9d(-PYsP!)6bxz~8 zPSk1}YPBu3+MZftODeM^m3z`#lQ;tvlLLjM?2qlk~fujO!Cog0z2Y;7?tQ27z6*yoUoN;%Rx2CN3Ht6?0P+@VPui!g{5YS)njSzOf zG4yG7uI*@h=3sN?03iV@cdL&ZsE+I^4QkH!ZYl8YEA=1Db@Y99_~Qx1D3e`jKQF}D zT#x#3J^IJ>c>6o4u8*=jU*!1c6$KiUMjF?|nU)5<$@h7X^7CT6&8e90n&F?q3?d%no;MXK}NbhrB{*5_@nFU_*qPl!BL8E~}1??j33 z@gm>T<-adg1ZmaBz3a@eEev>)?XI2bj2$u7?ska9dZ9jDRAj6_3JBeZ3wwn<$ts#=5l@bmHMzN^+D$w zf-jP5ElEuQ;~j~V&NOOQGN~n$Lv z7FCiIR$C%vcvUUa>1wL&l}L+|sSel8uc>;xIa`(P-_u+<(%U*V*z;FrBXx{OCu5n7 zjPcRG*cs~|v5kL$GY*3~!J>1Sw7<*F7OC0a(i!`2aE3LY{ezuNawj-U7MsCj|LvX8 z`UZxY+j~lCT0*0e?Z17@%E+iAGza+oABz|N>k3cEOv*3&ot)zuo@nCi-`YPiH9Ipo zF~w$K?2O4^P{|ZxU;kih(_nq|Kt(}seo|k4LVtc@e|}J|BFNdSoLD~DD zdM&6!2eW=gJ_4qb4BJwnKpljM;qq3&RU4tKmAFtT5GxBBGy&~7;JgQ%4}kF&&|ib` zXV_(V{V_N|5%(0pIa)$IFFe}>H*F54e(gdVeFQy82*DpEcnKQ3G2g1(3@J51OTNxW z-{VR|(Fy1T`Gzaiog7}qof(je7+7&Ie zL-Nf8C3gH`2Y!(`TJVWq@R48ojURTNqYbz^@PsbRc>^Z&!Gu1u^6KMDvZs0CpM``~dh9hnMXx>YH*apN0pzaXg z1)8%4bJl?WYbBa=22H(+CZ0rNj`I^PA-S*7dS^ka6IySK))}ESM*OM|3q?BfsTXIX zH0OO4xW)kattKeGCMdjtW*$aUwxP+}1*tpHl&!o(bu?OS+E#R22hbkC6djm!9qQ1; z)oDNt$H9EiL0*;~FGC;6HsEI)A?a_B*vGt>dozLOXMdlX_S-Y*ratYtb;@N8*G!!8 z0b-j8b1meMgtKVQH6;BAKY6bpX)ix|_d>*$g*Z(lOPinlU@q$XoWsg_N9id?@oDF! zQ$H0a9i+L&qGPw9@y8JJJz$%{llHQcZtG`4PEBULrP-hEI}L^|gR#dr_7{~YyL~f$ zSNSndkl083_$NsGJtXSXbigr+(enPwfbs+$y$=%~!9*Q+@CGz+6ZG8%jprbO7A|@Z zh`Y49FX{)mA&=hE#2V;i4R&#cdO0J5?2$pv$nf9nj5NX?8~sZ?<1Vr@4teaq4+hRy zSZoT3GT1jfI5gDN)797CH!#@W z)6>)5(faRsHuInLKXXk@awaEOQ`3{!OmQbBs4RLLn^w)HSFq^?tVMRlp{KCviEMf- zn;Oifc(W+(46;3gY|k3^WR3gK$2^&2Hx|{IO?TtaeOL@X7TurC@MkjuS%0xJb`+Z( z$6+UMILQ<2lnGWMhZR4;&YtAtaIq4!oC$8hB)0%_(AZfVRw{>;jHNZQ(m1RPE<20E z&g8PPxXeU0ErLxAV~>Zj$Nd>(J39Frb@U^7_{GT3_2Gg2{k_V)-AX;(ialNOJ)Npu z9c$X#MO&JnhI*)`3Y3?E(n6>t2P(`0g&A-`D#(rnnGsN07#!;h1v>yAYskq2vV8}c zK7qV{~ZS z$lzLH|MHRk^~Bzd#J-KgeQO4~#QHiwPaE9b3OX0rSsUT6rZcFi1|n2|x>5|E)fIvI z0&Hq?Ky5at%mn4>P-!w;6ay8;f`Vu$F9OPq#K2ijILHYD*%&wjS;0_d5H2fNIww>$ zKSI4Ia%W-0?y~qxWpOu4qqS>NJ~rihc2sBm`SWL*%VN_=Lml=1?sMeNpFdM98gr<7 zyrquO+{k57sI7$Y>|~0EJ=N~xjGqhRjv@1uKKYy;`Qj_;{ns%oH|_$^en{vSPKdJZ zaF^UJ($4GDlaGjp?zF0(BWyiazvpzEv>aAa27nhH?+(GgAt)NcMMEGElfQrg0HzSm z6vll8z(*LAtWx0`e_qJRL)$y&M~L&I#F^otnZf>1l?F9XqN!I13;Q$!pEf~R3Uf;gjIcQhkzyo z9|!PJ2-*#xtuSU_?G+bUBPJpb!K%Wrsu1pqsz^_UN5Jd5$FY_%*bIh3AlMmzy#0r` zfdQ?r^jv^Q#Pa3CKCU?ipI^gELNv||{EC<(bd9AI4u;0|xwzL{zY!@X7b%QSSuXio z5$7R_FFSW>qPUP;kTaf?O11q-ShI=%Kn;w`g>VS~3Iot@0C@t~1|x334T3x{(GNI6 zzzqhjIB*~H&Y-gpba9aYVp)^`yn%5RLXd?p^j#F#N>?#YOJSt|NS1b<%${vZy%$wEI>V8`XaZW(MQhci)vOje8hT(hJ` zW8cWZbKLU}=dV6rxTnR_yTZM6bm8Rwxf6RAZk}1VrZu(uFl*C#_U>(CYnKklN%V?~ z_sA%b)iub+_H^yo*tBj%>y{1m%a%5-mLqEKA9;DP;mBsfzV%JVHkThzD?YTf_42vi zYgY#E-DX-^^yt2AeEc%)?3s{58jZg_|NQwwZ)+k|meM=gX#IVY^Yg6#5VZea7Y{|q z14I^$$)+)pKYtj*qv`G*$+i~3kMEW`noyE`hRn67-;Oe@FH8l0m`bpm3^thZf5WuC z%yzmt9sFi4{@Yxd?NpL8)+|Qs#E2DR6r~XblzwEm1#K@u$|8^gPbAM(P#uDnc%xN; zXmyC7JOC|rLo>e#l8g|K=2OpP;x&? z?iY*?Vf!EL_%qrm7$6{>`DlF%S`moW#|TRO(Gq_&*9A?nK;yphvs_SO8}_a-EUgjk zu0gwM_&qiJmO_48sbH)ZA$FtWVF76f9UBlZ#*m(Rq`gQ`9fL;bBenzbNje zXo0&R)n>u*7|-)8^7|fUf%)sAE|*c4WBgPTG*l1yeVgxqHHh);4)U!}Anw-??|b|R zeI)!X5@*79zs)z>ykNPT?|A_+S;hOg2eH*a><**WTM)a$h}{W+?M}ga;W=G+!9aB3 z(<&s+5c#of{vANSE#?0_$BQ;zu-4#z#q&+1k-+=Nw>5lo6~40uY9h;ze2hfv@Xdq- z&O6Z*GhTimQk%moisHrFBNg#TWeUH*kLRy9_i^LGOThaC@xJ2b4RH(lF#j`-Zv+-T z;1)gtzKtU4a|m(Ug~sb6^@;p}js-$7uP$RMP>=IfeZfn6##(d2NRfF5X550Q_ry5n z$JicvTuUvQjtKKUpxlJWHz0}*e*B)$;AJrMSej{lq2KVtu>Ky3@hO_giC%5#foJl= z1{-?K&v)5BYqWcw{{DL6$46m$+6KFp-cl3Utt7lzUUZ#|=sG#k_41-OH59M!lz+HK zHrw`Qf3gKJ$7LYPsW;7bw9sdy(2ramOs)tem4{GjqG^N#EK{*Oa2!iw45n5Elga`x z|EnpP*_cQw52e<}F&mO8y*6^ZDuhuV$7)Q%`pc@LXtmLdhQ#rzNUYJUK4!c+ zjM0=#t&X8qMbT@bsa4^W(m+y)9}OdG(UkH)YIzW~DvVJRO{)xH)JHSxVwg=SwAvV2 zRT!-{l1YeTH6*f|QW%X%tcE0ZV;Y^1#BNMxH>Gfz)7gz_oYpK>YZj{|o!OX(y`U+T z)tty}OXId@v0Kx*oq1DzWs^N6oQ}MS?)*iLRyNsNI@wpr?JnSU=CiS2#)8S75{!Jc zW@5mr4I^Kiw#C54&O%IB>n&wrv5mQ$jvQ87?o>}P=AHGFPjnTrTd{D+39L*li;K~^ zbXIfvWJfL++f@dqHG|uf!f8xo6Jl9)vD~Iq?9U@4O*UmL^j6RH)J%8PO!pC{2kK{s zTjobQXGgo|NPTm|E%W`=(}c9?%7mGwl9~RtIr8w_IB|ZQI8Pg$r;JSYG_whX%<3#! zO&+VZkdz)hhD9}|GwMpXt#!=C5_*9 zFEQx%fU|Awwd2t$AW9MUYYEO)QNlt&(tq=c$lY7NsmcWH-~U5N!h8wtwG{kN61G^q z;^*e=#w%6cC`g+qOMZ|Oxdj13NjPM!Z2X?JNhfx;zI{-BVr$|GshCyLLCb_=S4pO? zkjP#J)$Cd_^yx7pKb28aJ{BKN^!Pqt{jpw4BUuef+Oxjmx>nFS1@Gm;E;1l$pL(~A zwa?~d9y?bBoj&|n5_ek+vRJ3)wQW<#E;ToGg~u|ucS@3PmrC1gUh_d!?wzXqw>7KZ zE|L16BK1H9Hrc%)UH8>%6F0m^>T-CmzBK%Gnb>;;QGFHp zf_Lwoj_!FbFZ4xiiS-86h%<+OtY7Z9S@q*`G4HL*y|%9Ysx0cYTaB2KR_o;Me|TTe zp}mDhABY9TgC!M1d4&UMIZc7#eaUGf1?3GcKEb&A)u2?&0myGn$DTm3$O%UxZ;x1+lba`+V0e_g^LDyGgnD z?d!akFMKsNdv94Ce`s6!;q6{)BrTPp?}|dk%5d0mjqp=PgAZ!_+N=Ib0(h=h^jt6N zxnACDgG#_QRi91DVY}88+&EQo?QpWXbj*6G(2cS&`!|H`Rx^-*UWmc>MR5-#;5YJO zc4|v?Zx7n zr?(S6+#hoKlyh=}yF9Q~!WkCkqSCVdbb4WOUHfWWs>nh=|var4wAbijZ*}wINIIxx%j?h?RAuVJr27AeY zQcZcX$GeIApmDdyMAM@K-%pMCzoHceGa7RkE%}V*TzY*HwJDd;OJMdAsEzsL+LY0< z@WyDHsz`^jME{Dc(27*w(zL*=RKJSU;D5Q`8R~9jGpOCI_5GbK49e&v_y5GsCfE!H zd1Pp~yS1;irn|AcyS})+D!Z*JtF0=lqbj?tJe80iS(g)5pYgjo*(X25(pB%|krhJk z&x*&GY_hy6?(tMP*X?pk<~KsBX-k$}N1<~^fqi4LNk#ap9FIGxcBdkZwmDpvi8I{Q z5%;1$_ibOMZbzbaN0N4D@~y5cgW(#Vv8JdoLc~aw-)N2hShfFfx$AJL<6y4gK=!NN z%*TUypC>5|+>vTlPb#C;yFK=FZ;n2_J9fM+hS8Tt@5^KKq;dPwif#7~T)KKKwnUt9Ycdgxp(A>MkB`PUHZVA~{N<^A zug@L}w0cKr%^PdaB6SoD5mH7836%PuWg&=h-QiZMJvZtpAg8Z7ss)P#9H5xO3&d+kC95x zq0*m2r4B=-4kOsu43%087n_fkTaH!PQSyx%y-(zR-kJ1tOW-9{mu(VeD!@ngv)mPBx+%lyd|UR9idfSuj|Z_9N-u5~szWGonCyDbD*YF6cE#vyiU|IM|Z- zq$TlHYr>oM%U|KnT537pzqudTprWJ*nDcu*{m&5HL#c z9W1wQOL|=ubf-GtlKv4HMF1{umhZ{_Fwz*~HDpAM6bKIyHr{v-x?9ow1oL7L)Z?<=LWlhOx8a>gK4}G|!*bndupI^-aHg zg8pyr!om|Wi))+W^UGrL$|5ofh~u=G*%>Zpg7X(UqcbRDq~Y$K!6w2`ZFzrbc5iNc ze|~&lZbDyf;y_`_U{Pv+e&Rqr_CpM!6(tSi#doKN_hy9kWrX!-gm)zPH;21bSikc; zw%TR8Q1WqH!9`Gb4QhIU?|cJipMv5wgz9hL+H{2a-{Qua~?~lotMm7iZUNTesUmgv(TJ1 z%r=I&7GnI8k7#os(&#T}`YmYmM;m{mHI5kVDlrojei39oo3`3C=X40oeukEQ6EwIX z1P`>#6fJ&@W<5g-KcSUB&>CB`%2rTm@u%EEQ2tF&VUBH=n#}#$J7=>}koj6rXu&Ts zo-gx6%IrIjNp!4*2af=T`A)RMpI>2*?Y80vTIqzAJ0m5If>I}>(3+q31oDgY#C`-#ynrTO!xL{H?i-l(7Uq72XB>p*T$fHcDNMOY&-_%Hc3C~` zww7ZcLc9X{j(}br$@#LcXsb6;YmP*3<^2-jyTg2Yc(ewAV@!h zrf8xm2L-7I1!*S)ndgy|i~P7lNT?iL7b0GShAx8EeV}10oV7xzdOz+@;*o_+z4^2k zNcLNPy6$|;9e&(HUfhHE;7hXs$0uAjPq=Pm+b)~1kYE_Wj8CF-PQnWj8wAL8I^R6Q5wsXbCrG zy)=ejNY`wJTaUm4S~&7Up-~;E<22|w19zT1KaHv{5cb#4vWorI7wP95RVR`kSC(T#SNow7*aq zi!}OAe1?Iu|H97LG%A}xXS4psXMe>uGHCSS!I9pc{{F$fzJdO}{=Tlx-tL~xf6Jqp z|E&L^Yig1+K0d%=QNX-IR3_mvGH;Wm@Vnwo9v1}F=!?>8- zn95}*a+y&aX4C{LWrCAE!O6wK8!?WS&Sj@?*r{x+G%b$HO2DEWS(#jR9+#EFVZ^bS zQ7lF@n-RsPhq7tE7-W0uupw#i<=D{EMSON}sCU<3_vW5Xv94Co-Uzi4pk@NpSdS$) z)>MJ25>Q%1?kZ!$G1i6#f(XZ3TOn!cHF{`*)D#Gu+qv@Y_q!ljG3s z{kSumVQo$5{SEldMcn%fkkJ{O{xSIDImqZ7^!6iOB4`9;xeex?fBo+ZrBG|tb| z&rMg&PL*Prjoj23ZtOHWe2Nu3%?_F7gif-&xeQwl{Ue*I$D-&m#$GVSbeUrYY>Eks zY{VelqLVJs#!gd++epJ}$i$5l;!g7Lj2k31F-7Oe9>uiGB7p1f28mO@ft}TUXiZOgvTLje=fVzCBCL5~DhN?3`SsGlH z3`*jl!Wbwo8p?};awDLeFpwJt<%B}nAs9Hz4uNw*g!96baza<;g>Ebg-%%8?vncXd zS*%uB%>Bwl{rW7MhTIVB!Ttz|)Z5!bDEhZnp5;}Sjt=#cM>}Z)&D5TTS^gxgy_pmj zMG5j|2l-4zxlK8Fvh-{?_rB83zagG{)VBAWwwUA^0G!hj5-S#?HP0T+YRZ z1JMaXnVCiUZ@}YC9>UO1Vd%+X zJKI?Rv>@D72)YE}E(34_Kre96XA$^49(pGV8OuRtO3-IToPh%TRvvmK2fvbo^_RdO zZX<+Kfgoi7EyXw*gb_xJqv5uS;x-Dw zn_!{aGD2?^M6|_lcSL}m2u>Fdy~RVHB_TaA@L3A>UIF{7iB|02GkWeeanF@8wG-5J zC#Z+6&Ka4a-d?jt?>Pte&7V6yfB6z^)jFc2d>4cpmXM;zFBuV+7!#2oib!^f2vd)( zVn00DcV=(%rnOCLS9WaQ(6DVy`;l$L%Lf_`Y^*)3QF3rc$_CZsRm&PrYBp)^YrT4o z^wF^6&AYniPs;A!E7#ZSO-nIO?)ot?u!zjeKJF8#}!!7z`}0DIy$E#gDPk!yfybDZsZhwG%x z^?orO`gSJHcrMLhHaCD*pNWok3&w{~VmrU54ylP-NHF8Ynefu>kbDO;#}X~~Ky%Fa z!Iu%AqezH0>VKQ>ybrP7wD5H~YPt#eu^DkYfd)T8^Zn4i8kE>3=&eV4E77550d)kW z3=l+y4pBMqUZ=4TTVWA>I?P@L@F)ZXn2TLMtMX zrhKF&A8pJ=30Y`OBAVgC3)K~5ISC2_(2^h|^#|YkG2(Fpjd+5_yhkGRd9k1Qz7LRe z8??|DN&L!pKF_l|AxQZwNcfIA97F6h`L>4;m$Q7=vkRZr@Ewn$zjb(KTNYl6qI&Rx zg*x9|ix;RZ@YO;hUZR0IsK-?#To-XU!T%)6H&)?)QsV0i@!ko|KL-nspamVke*}1j zV*GDP$Oj>wi9F9x8nM_kZ?4AE#|s=cA+D#9U;{yMAm3^a?>XSP97M96d8TU-6M4jZ z4PvT@+GwC|2T+e)Xrduf8jUuVq8*LAcqe|u7o;`;DGuQ!JMaQuFW4Vn&;`7&F!}}N zy#d<2-^VZB9;wn=j-?%>4e!cq~o10goEPE(C9UYco_`elNo)zg=%tY z=<$l-TcZ6Jp}tE{_eH4Zj(E@0pq>xHoB4V>0bPcvtJLWURy1xAuqgHR%E@5 z$SP^!b<)BY)nzZJOW)Iw@p`ehCDd>z+paI&j+o;*n&&ZE=tC^@9W4!{)yGq-BZ&o` zq*CAU%3yL?Af+ORRvkvGj$jhv#;ZapRT1>&R9a0Ob&-x?QyWgL3TG1H>2=Zcnwas5 z;PJAM@rqE)IIEAM)ke^2W9YT9w3;X^-LWiyT>6__@{3v(Lahv@6noMtgBXN3YE=Xs zD@qHeV>yixw3-N7RRpskiPezIYD}Wn$FT@W%!UL8ArXsbY)s{}wkgj1TzR2NyH>~}!a>-{UsjNr0 z+ddgOE)_GC2G7KVui=5$kv-v;E?cOreX&IPfjIO{S?-&XoX;wGM-{2~y&EGBZ!WrW zD0j#5bTzp^MSPU1MDl8xl%+yt+r$UnUZkc(uxhGEMMdP;&_?}x9j~<;Z)?VHz{l-b zAE&w3d$nZD7G*mrkbUhe$@f>rP0fI3J|F<4kKl$w=&_pYy+vfn!S z$o-oOwXZs@SNSX}9De3t{M9SPj~=I-KbC&x@Mjqjv(-zgEWTvDcouQuV9c>y38xRn z9Nl01TEE5mr{m^zx+1`3g@Uh|Qs&JoJ=Vs#mkxO-iP*~tyQ(Tg9orpwOf&evK09?) z$F&N!%cWhEMB_Hg)!jaua%7L^aw+eX(h*x$1Z-4_*|V|c#_8yd@;N(HlGZ6$ivS0C z;lPcmiAQ%kDvN)Y22QJFbG6QUX{>QvDf3HxMZD(Dtn-Hw53BpDD>|>1Hde$NFO^Ex zI-R9`BlO@d6D7ROGEs+RV)m*cz8jQ6cW(N*Rz7s6O7KqA;@ijbE@)&QQOh{I;pa-J zk8;3N9%mvaq$dsONy(5i#t}Oa# zwVcPk^|o7zA0Wk^ZqkA>!yJ%QaHoN48|>-1R=N z=ba4XtGT_$&uj44Zx^-oZ(v|9gEJ6^4a9+&EU;39tX4@rlfmoC3O$t*x*>(TCW*Tt zg*z(_pOL^_l*DVxiW#g@dbdjUfi%uYRq~l6+~R7Rs(r&{3GiJjZXyeRkcQK=&)KL- z*h>Rzd6AqOC%((#&4nRn88}Z}q(%4SL_yfNk1p}+kzS*HgN`@HbAB}{kq<&$cXNafLeNiKvii}G0e{Aka*O-& zql10qks$_U?4RD*!s7ZnvvJ~YcD9(=*w)`x+uc~+RaewjmEB&A%_2KXYb=bZ&k3zf z3#d%+%KrV`;o0$nszP^m;M^ZcTHb){w8euzY-mh2XwEQgN-=Io{??T7y*1CFtJtff z$h{@&dvofCs-Q<1R!7P_PIad|?o7Vlm3*^1VW<-*TGWffntZj z0?WaoZ^S~=;hdKPSvq~0+I`u&6U36qv07$ZG_xzZC;c(G%8A|?P3uVHj#M*xvp56k zjP~EH(KkkNpLaxD%lf?2{jyTz;}yl`Yl5FHul6}dDKnkJjy(_2GWB|i&4>`A<$6m>*4V3(-( zX5h3MIIjU-8{pqt@xM0V9M?dOTR`kB*;pOPphpT#p*P#o&HHQO#``M9+Oqpgz1xyL zWLm6`&;>s(TwbBxs8u`C!A}kJe2#9)tgMJ^CIS(_NVLgq+aY! zIXPJTX{^C-tnv3~t=~wE?{Kx-NR`WIwdYu^KZy`dZi*r`N0VFPNG)+=&C$bkp~Sl2 zF+w1zE?~6WeK6asC*GjO>01E8%^r~`1G!RnwaTC)gxD8- zrS9bBuz^C0-a`A4j$C4U?nqnqa7zZUC7aZd*Hz#hX>wh6yTV0ja9Rx9P{3bVB6LCq ze?nUL{b7{^^W*v6_lp8vRYiUvBzz$xn${@RiiEwXP;(60}D*x-NW;WpUvwi>I&W~e@- zJNHLdwnbao`>w=$v}SkiP%g70x;Ot@ZRq2wfCt6CxAVQV3Op|4dt5H?xt-&7BhCI? z$onnZWO0%>p_MXXo0MggB}CK}C9NN+C4JkT>3FUu&0-+eG1}sGNvua_ec?!ND|xt= zHabinBT~nRH1Z-o`=@tC{qKQ|{{Ux;O=tg&oh@cIF2*);|7K?k^9$JjhsDgsMRxX& z%*OWKlA4zA*i=UwtN56>lHv+)&)@$yH)3J&8HH7Zxa{Jriu$s~4(1}z=dd`7!)8$F zV?!f@9i4*>wL>)}{YB}$*>SzOF+JIFJ-G?}1<3=2DFX$G7&yz1AIy&%%#R<;jqA^j z?#m4C%Z%vDj_64VZ1**7akyXmWqwcxXB!dwk0w-MC4V!y4n78HLHWIW;J=m{#!(V~xN@n?*eRonilv=Wq=3(CF; zN=*g%@A7RF7lh*&=OO$!UDk#XN?qC zAw>?@x?DR)Y2?EB{pM@*@xOeOJ#q;upSy1#@`b6f6X9 z7gQVnA^b$^?a{K&X!a99()mA8`w@>N{MbuKlewVeAyRaMpMQg&ug%NRo=ei2i8?nO zaB$jPk@Fdv`2z6+Wd(8D1qpl5q}_s~y-3nQB>fUU<2pZ16N%d}X(v7YTAKN3RqJ`l zqBYrz}VU7U-MUHGf zj6%Y^GxFHKw4t%F%*KDPGwL{tM&&T+T=rsY<02wwvsmO&N_SU(Z-4K^G-F_Jpu4N5 zyQk~l^LXYz>wn;yoZw7Oa_F=XHk%?qX1E*{i_ycTH?Zk7Y)0`SJIi3vlGyY_7Bz;o zD10%=t}OCT2I&WlWX2>}F|aXbP^>U^MssE}d@T} zGj=wYoif2r;c{XRPIoY;GRWZ*V&;Qa8wfx*6Q13lY%yOwpe3AHz3DT1v8 z&{PK+Y5<`I)Rx1Qg`hkS%1?zd<3MI4l;8^@96*3M3K?IA49~;*=b^`%&`EXZ)JEvuUdZ?Y@X&$N zErlw*5^V3*z_hoaQFXaH1Ef8OF}0SfLXv-^H4<4;<Of1)B0H;utBawkB2ZHVstQ4M5mb>4Rb+zdEKrdKiW5L_JXUa4 z5Cig}KtU8#5C!E#U^$JML6~%w83?k1;p||Myin!*u+_Pt>vKc4O3Wu*)5wk?i z9zgNZvPEK2g%BuD6UjW1`7Or_g;3vT4UD9FI z5ytCk2a^)Bp6d9>%UgdoGAO$Cicw@ z^jn+QPma;A9qHV?v3}#K_T5`5mn&BEh{1%>${+l?t|~w4U8tyKhUw z(fyrI?zbDgBj~@Xc>bWuK(Efl5t*N-wzg5bd$HDaE|X3h8y)QVH=S<(S^p2KZJ@Vf zq@Ti~&ri%wFxY?o{K*ZAbu)P5boqFii5{gaXRI`Pwy$HRFn-kX8u^RH_gx^j0L+U}tI*_h1q&}5j6UqyE#{0Ps`F$3Rdd~Adh1jp;yYE6R zm-6)i&r%Ap-h`NKK)enh9;f+XdPtI`Aj=&kq$1trD5Xb08x_!rf{{+Ny9({AMur;x zbXTD*xmfsNa~9f`ixT3|>>p^B6`E~{sya@jF`NFX*a3Mw-#iGPI}a z&saCoRmtxq2uK4cWe}wdqm&_Zvt@v?9g0QD($~QFC zitl?5`L>;BcNlRxh*+xeOceQ_WKd%To}moSP=RN6P!RB#XTFtZw1lSz@l2Ei(NFn- zI;hhr{!dNB=N!*i1^Fb0ep$)Wm*nXJ-gCfz10kQKkdHERy21-j;rV9(c?D1dh;Ia; z#^O9fG4zelynzVstu*3&3H8-Rg5RUL9t*!7A$sDx=Ku|P$`5_Qw~$9Hm+|xg>a`n8R3u* zF#ikSJFVjVkVSv0BLO#l)xKT;OEkR5=exK249o3c4H8>%;9puo8g*e}E;b!8@= z;27F~`fla4*NeHp&lA>HX?O9o+Yt3Spk0F~S`g_97 QodTn`rCH|3+18hsAGZ>3 z;)z;t?+KyK!?^y_pzRoFK8BD!8%9mPH(udQd~nG-l2eB zFC)BC0>4vPTx+Ym);8HwYsJm9Hr4!oM$B;>%y1aabsa77A1?43E%`;MiX1KaHCp6N ztqd6{@FJJ^lS+P#SB5M)Xdz=Izo|7bWXw2=AeDxUSAG6-TQTg#Zp&me z#IT#wm<>rxLL##%jn$mNY0cqu#>u1C?07V;AP2aoe&m%GO=T?a0IQ zG^_+IpS!54v9aT3vYXS{%^B>LEN*KSwijS_VJ+-4*`%;zG#me*N zx?jF((>Lh*_AU3w?!*-m{U4wAeKY7Xdey3Xujc-Z=slaO?q7FWrRX7xbCtuHOTi!T z;H&DA5+ftevlrs-Y7a!lHn_NCTsm$k0~_ISA4P%nGU=fG+da3bn<|NWY+K*>$-r5C zxv31$6@zc%AVU>}@C)a^Yi#+kas4|*Ioq|XV)tk`u2lT4EM+Dm{^v{ z?uh#uY2Vcnb_$^7>xXV?_hdw` zNeJJO5x*-V{BHfSCJ#@Klb1}_uD98?^_i+%p3!^fqx%h)%G?lz^^|06c5KdgV^s0Q z^yi_S<_aPo6-D1Dh`&{oGG4zd=+dbe?OT3__8Tq{bKkteN>$oz`^!n$J;IwNA5g2TI$Qu|XfM@lP)^NPz&%-q+n@K`0Car#iM z)>+?OTdkHWewG#rzj3kK-8Vw>NZ_v36%VhNDvO(}R!q>jp7H8M+QVC6hc{(hI2LpK zNZyl|#V_Ob6EeYSd{nw@yIrp_&J{wowyPB|XOX0=i<@dE3Kflk^(TTfuG34AK z-@WUxJi#ag67sY2bUySuwnFBB+H z+5#;F3dLF|?(Po3o#5^cAqfd_G|5`&H=%p)cfa5J<9nW&_xbb9zUG=tvdAP1GixTS zBgc6H7d7$tjZ1xX6?2a7OxUKEv}R%Lsa-)!=KCyD4_?0_@#w+IN7rL_uJKwdYc>zW zZ(9|)ZMDl1)vxOE?khDTcIk&~*NZ){Ib_@NAIlazp9g#mHl4jWub(j46s|Kly~K*tNv04UA3Is z=c_+FYj-qld2=CRxww-OFp&qwD&p@KOFveUc%mZtMnl$h<1&Y}n&yk;%ofYL?O5lq zVTILlWs9ZrOf)3SHKf0<)d)GT(a&II;QqBgH?OqUQ8QA+g`GS&8kf-F8yLTDznK{L zB#)TO!ncy(qa6II1Z*_LUaCsIP?mV8D0X2U?z9YYK^AvGR{V$zJTEVCPDau~SIc^X z=5=XcyLA4G`ACtKS@Pwx&Pu?0rR*mq#AF`Mf6LA)j*N-D~}vDw4vB(-ZQdT>oDmdq@L49OgKe#h&DH=@bz=o1B;sT@U{! zJLCM5o&6)Tv8$!0nb1{N(m}{=smN?4WVaEr+bc3#N>UmMVr%gsRT=(eiNDgkt-jsc zvrAKQj|Q;4B;jxsu{|&D^HeRz^K5;xNkfWRRjg4>yh&Zkhr0By&3SHJr9qt~0Udd+ zjY$?Yp^wVF&Xs!|BlsVw@Y~lIcWsF9v%l<3O?9K)(4v&a*!J!~V>> z16el*vM%@IuZ?#nu*r?Ircio&=95oQE#rq62=c1YWy9 z^i9R;AM1zW&vnI~YKgtsk^Z?O*R?C(qa*WMW4uXY_?-9bEtJ^4SX; zSGt(qBX<^(J4;x^wvm>s(T?2lp2Cq5`~IxgjPBG)=E&rDA9rr4eHCN9C6t!*=79al z#?tl&fX7*!&vh8~T&%!lHum>O`<bIGAj!;E(&~^@Bb9<^Po8JX^H>c1e-0p5coPj=w)4k zZDHWuT=z3EpAXpG)VaJ~?%56y@Mhu9M+>|S)st-WD}we{MV_b#J69EUtv2$0b;P~W z!0RPJ_XrWs%R?V$dEHEKxfShnGxGb*c-Kea7DxQ<$pt-?416Nx|3W6rR5iw8QO*y8 z<_znGbi4YLPfcmoEtz)h*$y33+Ri05v zf5F*bg7$CH+4#Sx*+H#Mx(g6aQpqe={2?l(FvK!KT)(VnSnZRI-(s zmGAF>`1mw8H=qB?|6&n|St@>G)H;`169)>uBaZ0sbMHeG|>NB1k*Wk2^RMv}M{`b=n%qUn}-Q8uUKI zO()z$tAC(X9)D^*g*EQNYIls_ij{sxOTGyTYy|1A_~GaHp4<5`*U)-*VXdo>;Di;K z3$veK(dR_=S^3vLdB(yrYhjhMXv@C}OFs)stgu20Ea$DT;2l5o0vdlGE49N4ZU5k3 zus$ziJ^`q!D$iXN4LgrkJD{Z&BJZrk4$b?3;@@LAp9DEpXtpVuWsK!p@iUDC30G(Q zcQNLW8S4=;`+4E4^?3}aGq2)l z;GxO$-HjIA5o8?Tr|sgW?3ztEFq?2>GHm~3&|a?BCXSN=!w@hZz*!d@8m5iKtV3hg zpwX)Zv0DTwXVKJ)g7|&>*ez53OIdcRvjMwiLk^QY&lX%-=?Vb(%ep^>4|(Zt1gXyi zu{U{PXQ%xS&H5bS{n|6>q|bHIopf2wwpQpn4am13?IEC>NeE&#qTw6S2z^217D4zP ze#9|B6M?XraLwFwQ}j)m_PhVCGokoqJJUP+4C zsKVbGh?g>OmVw@KNT3q*k%ejcV*KP&lW|vxrc1ltE-!qzqTSnwQk}`@ZesRzFa|s3 z*x4X!cz`uLz#)#XM@9IIJvz!J{hw)#L^f%ZO(wBPBo^f#?CgJeXMYJA@qe?={>C{n zL~NbH7#m}a)0lKRll~W+Fh1XtKKsx7mxjY; zayd-;IEl%iOo%udgF)|N(5jf!at5`KLCa>+Qkm2w##kI{ERr=A%pCI`Cppna9ma{D zXhh5L(f71b^Kp_bonp_RI5Vl9ta0x->CBfg?kx&$q=zsV(M(1Xo0-aDC5gJsnDJ~8 zN=sm|;+V`hHZysSouzYF85~i5V>*|f&Shpzu!}@88Z(nkjbYJZ+2aW;dOU}jCcP7ZhLlvm405xUs zFE}g3!~9g36${crki_3G+8IVTKwnGfZH~CTMZP_TpKbw*Yry0Zd~+7w+Y7I4#~oV( z_pbsMwjocC;|!03*XM!BW$@|*Fgk%;*$R)Xg?n|u@imCi5%}{ql4&bZ>8aToso$Bn zbpU^SwCp;$@-dC@fLeW~O2(ITeC!)EAFv#hik zR{AWrfHzS#J6SP1S;3pE;Y~O4r(5~ct#iqZjlAgw-gLw4RIP}k&D8Ox8vc4`vr`q* z6Zk1k@+3QYiWNG=3KrcmL%0lI4#R^@{l*rtvnMRdgK^Ro2I<;3@d}N2mNs%?oOpyr z+(jMUNfEKL<)Z_-qXYWH0X^ctD$>B}k^bc)y^Du?)CRj02D=ppI&r=2pr;*lwSul@ z(Afyv8enU!2%I%lf%*z4(#?uMRWYp0hees7I1?#Kg(YdAI2D$pASDS%L9D3YEH4V? zMnHThz=tE5VIVyarU$_E0Fdej(gR>-phUL6BHmXMAEcWZusS`)`;^6#i-itUI;sr%5X?_Uw0pbO_E>G69um%SP zbMc*_el<65d`G~SIY-PAz;_V5nd=BU0pK18*U!miiy_qb7dwOCuW7YL4B0F$zCuE5 zK7a}kDk6xMgt!t!Hp_u5$A_gs7I#$V-2uQ1LCgX81P}`ZF-PD-0L|w~eOFW{eqqjO zXrni@ObiT66Ngz9RZ}gkQ|;~C{G!R&>J0&o++Z2({gf*cXU-Byq?Te9eq ztn?Wv+%-k9%L-yAXZN1Lec#*l|JaxrE*0H;s6Hh1ZSzzhqST=$G&5Qs1 z^Q7)!4v@xHE@LaIjRQC)F3wa@oLs3cxVU}tj6Uj6)14Wx%s2ziW}5_Uy4J1?G@AIC3?n(%(i^?Npn|20cUnJr7ida5x}H`ZGx zs7~RhyYXYK__>Z)nhol{AGK9MKS~SU0lpCs7yOwmGbVNHs#r&c)HjgGVky9iiMB{onis7n#_5Co%x*k}(% z8xhh;=x`^$u|Uv}g>_a4d+X8edUU8uINFa5w)5KvXmc^vm@TLX$C|Q)JvCT+g|Meu z*jXq{vBW%%qxNgC7n1y!Vwi;{-}5rooQ`$ZVl^39Q!ZAQjN*S_@fO1JU}5SHG{Zw! z6pTi^L$iJe@g9OiTQuKS5N9cfwLp_UqYgVz_d`P0Ls;M)G{#g!<$j*yS+5f~@5by_ zU?w>J8;HF@1g`-9g(T)|fcc!`*=(PEjLg22;@FpE*yqK9cgp-vdRU|h zRu#?ndx_$Gg_Vf{yWO)-C1;)Xq2bSY?^Q7i3GBTzY6^tGhtRN_n9nIJ{uNdbjMnDz zl0DJf2w|R|AjDXRcjw1h2?Fl(Etc?}!x379w*O2k+2<1E+J%$jE!O^pTa$BBdx|L+8OL?T$e+CYnLwXOw4g;ipH?Dab zY}kM_8Gy!{^ULmQ<~-cwdw#9o#VsE;t6tO+->M|OO-*XOvh?!#(%aM|?{8DRv|jy? zj_l`iONxI!B^Uha%W)@`28|X45JlAN_i)}%Qjzy)z85jylUx!wTHrleBY1aWkvFN>i(KSGF7c)m`_c#^&_*o_7J)ND7`ZfPtUQET6-lp8q1Pu- ztD|W((c`rucE)TLB$qcKhN){W_`Ief-x&tW!Y zaawak_E~K#yD5!TpTe$BrdNhB2;mbAS<|h>lN}{fy|t5rjWeRC#*WG1_Gwb@46$=& zpl+%;d!n^;y1$i2>gQ2MW=R7)%HV8oGrJnkE=%DMGFjC*%!({ZPAs(~jaHUTE6<`= z70~MmjOJ=uR!qg!y+vCz%XhD8I(NM0%*o0_y9*EQY-2tnY9Uorz z+nSbNJ(O;+K6!_}|8f=UdB9x(ags+q$-t*L@MZPVs7u#941yICiB57 z8Td+C%u)#n+qpGx#{n08?Vq}fJXbFd+`Q$5jMy`2()HPU!0XVi#Pg@V zE>m~cQS;D}w^c;G%oFp|RCL#x7qD!;qoVi^1zgPXh2^_9q^?lR(3WVtxS8VnZ7e;m zJ0ha=-JAMPCJk24dTgH5KRsV{X>l-;`Erlb5_1@X|5Z@08)`1HQs>{0xo z^`@#~4;3Wu$VuK;ns--8=DM83YgL&?N|HC^CGIN77;7xJCog8XUBBAh$93P?=V}VJ z8&-YawJY`Y+obzft#wsz%o8)!S^Rt7E}v7U)1E&1x@NJfj_PYg$%pddZ&YM0S7?6Q zyf*CA@gHkeyjPQTS*>oRDeJXMFY(4D8{MU^lw{1*rR`TOY7P(U#^?9u7dD4SH+cHB z_ytxtxV48x_oif$OUv7S{SMi^bfsevQ?FTEeql<9nZJ2vC~xY z)mM)>zRO~vteJ+=@9pb@PaF?AeDIgPR`d@2^sARzzd5_ETlGzAUi!J?iKmZwuhvdI zbtG!v{)QKiO0Hihx_Bb*(#blr*Xa-LmYTiGd2;8=YK=Dvz-|G~ZK-nFRvj;GIX7*2 zkEMzM%NB<2S}kVx8fg@(YJ5E*(ujw4>#tMYW|_{kzxE2R5YcTN|yf{#{MNLsKet zgN~o>qMyr@f9q*FEmwA1qZw?lA#&fAUuzcHXvw@&l?~dw!b?xXf7iOaySJka^lTO& z7V?PseB_&^tgpVB^Ag!`gY}uG4|wX#|F!^FDP5bL);(8~`Mg}o zL0`ja*?dzCsV_S7zvw7`*IycUYP+3|tjpR(&U%_QOH`uIpKh{uXmfMTxp?t|1Td3= zA7r4Z6!<6$omJpBP544p(nwv>P+9V#9PX?Pa#j{OFNZrPFLp*w?Dhh=ry5GO`nq@L zNtmchy;Q=bKe`=xXs@Fp2wtyfrHp$a1%B%)2kWZ_tx)n=t`fUZ(?SM(l!i94h_5oh z?^b8!L~zsHiFQXjUaaZ0+(QgCA?F2+RVOoB3+b%|w3ZS^ZzH|8p4O62s)!jW3K}U4 zZjb+77Vs%A!M)bkCjR&L5U=mfc5m|H{}+;+ zc5-5p!)E`Bol%HGqQ0}1s;>Idc0!JbnpKN#+sZSVi<27)Vrz0js?r0B<9{Z3T79`| zuyc{*ig~y*dJ^xC;;hdi?)R0G9ron=T&j*Rtc^FWjy0)@HLgxHsZIUZobB9RH$q>@8pol(7aXIfF&a&ICr|uZgaZse$yF!EAPK24}F6 z*_K2pvKY#^HCp0CY)+%pB~{oT4n8K4d}Cp~$*RNyvJRTaR}Jt@132gakIiD?mz1*K z>$V0S7)ZU;lX9ay?q*x!%dYG%U3qRjg}=M9zBI=^Z;pA;8g(tlagEU-g?g0Lqb_v^y8@B?j;$J>%G50yEMHpY)MBodnvh)r?i zmZbJ<+krA~dT;SqR}rbBV59{<(ws$X$s{(XjWi?<*ToFggb!7R3=jhQ%YFLGeFh2M zBLw$`*lYPtItAYsvr=y`F-%N);}G1j|dKCVl!ULS9>HPiKU zQP7>tA1CuXF2sG<{o{_#tNqHSmx!+vhntkZ_nQjdFEl+37ke5m{rPxFwB_nzpF{QW z*J@&K)JEN{iM(GG@t`c^K}pD?%CM)!!B4ZiAEkReN%MYL8e#7GY^(VZ;B{NV?Hc@b zPa^20yx%M3(x4l)$)76XtQs=E*QR}K%y4MWbsee>Y)JlC>~)zCc)l+3dVA`--eQlz z`pBV%#QvJ7-m0JhLhwLkU=JZ^uqvz}`YFNpY<Etb*x2cz~fkpjSgpV=7$k28Qgpv zPIrNf-Xb{_X~~1D6{0NG)&<@v{Bf?#`%19+(Tv}wO(iKq9Sx)X9b-d%w2?s(JDc0N z*hV6qI?AAtnB(OC(>wdi&NvLl{~~D2f3PzSTg1+0{*9f9E~?MbGZ8!M`P+Ba5EPwa z{lV7K!q&v}vyFnS9VNycDyLIF()$mNF-AJL`d~xGjo!*Zd+TX8kGG5kZx{7d3CTSgLzO6`eSV^|f zA{ndDJ}jYIt)g457<;Qpdb5OOw~6b1ke7H{kn@n2_Y^I9ix#~R%R$$%(0^P!orUN{5uqHEXXqE zXS_u-UZd$RQM?hF@l23>lNYd)`xZ{vs?K<9;fJ2*hh7r;8ccj#F!l)0UP6W$GW`{D z-iwXg0~0Bag-vdP;)jB~i)g`v>Chu=GlkjUeSgZ|2s5vvp<8BMWO?rq?lmyuycuh< zMJqmujJbk$!mKA);&su+ToL?SKV>a1h}^|b*uo3bnhDXK3|TT2xNOpU6~{xD;i%5E z5u;pz`OEcuim=>#wN2tVWaRQN{52iXbtwNr^#gk_)q z)H{`)T}IfW@+aohY}5%}*jYj3wVB{EypWSKKF4O%Z3_o@iFJvVex`rRRfgieq7kYpnb($Z2aW?wGRP@Q2=+h#ImT-bhkZc`X@B-W~Ip_pI!+D86IhQ$6m&j(z zyIyFtyjtF7f02|EINn~x=xb*VcCdy--q}Br8%O7)GZ8@>W&b-hBNOLbGa`HL&Kx@< zF)9CGXa68*^1Z&V}k9}$jBqUiYy$|#*eW>Q7$j5Sww#-1}k*-RE=oIW%#+|}9L z)7#n8)7{hE-PPXJ-QD>=d9~(0^Z%dWu$deVW0K3AoS2y4vbo%GCar@pMqrMWFsTJ} zYL+OlktzyoWKzNz6n{F|gEneUBifD=t;R8Bb!5$Fs)68DjwqiU*ZwLm7EDI`n9$|H@$BzW%-q1N}P( z`wRwpcJ*}{ba!p-Y+KseEY{itTk2t5C8#ZjRmFfH@}ZEjTv(I=^OA9yQ7|i40Ld3x4=io;G?7P?IoP? z1^D^|xPK72v>h7g!fjf}gPqXrCd{#usq(p@G#gXF6qeYh}6;~L|&l$}| ztX6Y&_xp)qhl#PEsqwh!@t9d=>?|{NdOUK98ZygHoM9%-apo35UtW}+UnDN)~9)-)$|iXA=0447p4PcZzr z^j}>156-wFhic0iGh$PovMBfHq>BvF1=`3l+Q=c=$R678PU`SF%FsIU&}!1)GSc7* z(vaTh;F^&E-I4wkBYiri7+)7=EQ-*WKfih6eYsqIFKI=a${g#G?Ezv()~bM07wghX#p_B z2PAvLL{FIF3o-(b3{UwOTe+M7U3{>9PVmOuklnc@_}*Px`sdFd za$jdpP1)E;|Nq39q0DVb&N)FgrOu+D9+L(_@3k-p-V7ALt)ma6Z3bKYu@Q z--hoH%zfi9cKX@CvHRI8ckM)w`#`32`z_K z@}<<$flPzeuF;p){HB(fk&%hvVR~x^t-gU;Ur)`>%HFlh4S+~-v7Z2$lg_|b0BixY zLU5)KF+oJg>^+300Ga|Y$IjrlIZNv|4(AR)&e{Wl+D;B-lv-Qc9~Cz0`?GNUhEM>) zWn@Dk&K=?`05pa05dtp(a0-EY5M+%grx7fJP+Mf2K~)IUAyfrm5kzzmWDx=tp@^N$ zgK!}NH6;-x0IW`|?9X%ayLIFO052i(4#Ia3F@ebQxlBlNIk5;`jaEAsT17Rzu5Plg ze`a`ix~`tr*)h}D%+1MXrKHnd8Rv_MheK$Gz|R2rf*`gC&H;)7DxK%@7;OP!4iO{K z>x*(4T_9qOAT|;(bUp~44}Zx(Cmgf{$XjvTD*%!%Tp7tIe!pbJApnlgWj3Aw;2?lU z0Ne+_UH}Xr+=avKg>WB&?1qQ|#BBy}2LjJXFydH9Q^a=4||Xl68DBv&4d={%F5Wf7jvI09tM$vm|q(G>ub~Fjbm7U6n41KXiWxM9wV%XK`Y_~nI3598!Xux#d~2f=2(WKpfn6i zvBQ$TpfToXj1`veBk;J2dR;~RZwo9{F%vm~)ne555*BJGu-}Wh9>N^9pkG#_W@@M* z6uc4_7(&sSF2Fvo78uIR-T}P(fd3eWzQmy>D(Dw|?CUDQd*#{Z(gI^e{>Rm*?e^Ip zM^Ue9Sl}Hj$`~v3!K&i~DPOU8b1dW;-|am5Z9n>X9qP3CkNYvy$gq25QC821r zIac6{)g)u#?`PgE7X;tKYJ&L@&qV&(Gbnr~Cj1P9PD_N|$FQhpqTV`uh=7oQ#yO&C zZdjHF&;L2!?=jDQANo$6XCxsoljXkwsOKRx@V3BQmTx7A`5eGJwxBMXu@pN&JAq%3 zJ{|H7P5Q$7eQ)ZSHsd0gwpq(_I?jD0$9{<8y;YrjBF()G7*` zI@r2VtZf%;I0LF4E={?$>et~#?>8vD(O0;#Ox8eEY_p2wCKYjgWvMM{lD9W2U)-Q} zdCS5V`&81L9#G2z`f@#o^1O!gJO^`s4ClI&3O$GM&ZHtAa%u2rfj6nhhf?BCDh;BP zhmwo^$I3$}rGca(UvfzRy*6R2I*!qhLaj=mR)mwwLul2p)at15>O@*q%orh_;gN9xDwX<$IEg14t!7q+&l}uIqSNAhj%btRkFT7D}xQqu0hz%KRwBe$XjL)vx+G?E7OOd(*_0--y+rwqX{?saInIS=x8u3(c-CBM zBC{!z*_y*{&tr*>=W#j;x!pw*J*BMn0#OoUTOOw^ht;0PYQu|YS8F!6r-a*E&gm?k z=qa7-DftWFI31!|G)_m3sNJkJi_wzFZp-1c;o0pX-Ry5U8hh@z2-`KJv0E}l7F%0B zqalq^pTw?D=Cp_$G;T{KvpRxV9W&8VFx6Q;)l)S+*gQSbF*VXTIoviq)H*rbF+J2W z(^WCmQotwn@TtU^v5{Hw(A04EL}xvxGLuu8&Z#Y6R^>1&GMVL>+!}J`#`mpTV{hIsHhueZv+f5C zc?a$Jk0pT9YVF8_`+jZN8nbKjZ(Xf`P5Lo=b{WdRJCg9K1Y)bJ6L$8z_mP99i&b7I z%YIUqj#{rCq74Jo5pQ+zh{Z}j7RuSq7jsgQa9+v0 zvHH)0+kT!p@@3nWfFlP!=`MVzfHT!rw_m@)b>n)UUAyd;FZ#Gp=HtToR@y2~`b*t+ z?+Q72>c`sUPZcFUs4M(ht7)&R9iNNtea);d^()oIc{a zRy+U3#pE-GD{h>tzkh>p>&( zR($1D+4Xb&OH{*FF38@uJ@d$c^aI=TPaP<^eQD6wxA@83pG%b-Re|4fg&&LO{nC_j zUMTIcP}X~);!jO^8+Az=&3PWHwY|5j4>8#CW0}hLrSh&T7Ce*%@0BHe4b~LBe42UT zRN{eEJ~|R6a=>K1n3t}sl`04_*p_qsl7ps%ySkXGiiD{mj5xZr(&%M_-S^NVyWgqG zM4veHKmt6LM9kz6do^(zRh*T&xSfX7S1noRrK0_&A^BAe_eCA|T?_fOQpt6dvaP0M z_QgX@pI^6qd>pqy(OVhX&c`{bOFfhqf21I0q$%UHR^3>8-dinshxIG0maD(fko&!L ziRTs_%Owh?n$qT4GGA6LuwA|&V834A-qpUl^}gz9MV>rTX!tnd*x?SxZ*?Xn4ocFN zQqV#gF_#9PWub>U{Ix>XNL|Ko0q(Y<*hP8VDH-IPEbfB5*p+z_`=t=0r7BOCss^4q z@K#g)wmfoo9+GwYV$jZwpX5N?mW7`+rJhIuD+Mt(4RJ?RByz*@Xgv)}DPSxGzRBTS zf;HFLbHfYDvd=q+W6*jX8Su!22Y!5u1_r8c76uF28r$>DN( zTPl^{JeqT_KkXr@F`CkvGg#u6Z)*^KLE-yW#9}cp(}Fg7(ryMyp;y%MKW*s_zto>` ze=yIm5C5z^`Eh&VgO2231am$o5H2_Ptu3EjDhiydJcVH ztRuG}@N(U6-H_W7HU{F>yWvLz#O?s%c@YVD1Y=*|irjY*30|X3Da59%(Uu%iYu0FU z0xs)GkAeFw@t2g^PC zb8QF#7x4DWN?f!`U6V;;I^UVMSQh9iN-mWbU#uXxLRnf@Ui#@#oxGsCO}QW2 z3Vw8zc=hBtx1?ItC%mtXepeO#yf(_DD&VQ-t<{$nifsm9D+D_w#SY29n`*eX%f*d! zaBsD7X3NDMECRu=)-|SBmdAdmi1|<%{h>7cT}8A>lFQZKM(h1e^`osfhnTI2{j@&f z!%EkC8s>+U@90S#Q3rb!;U)!SyE1O?BJmIBmj#+`{AH-)^|dT)t|+}qQS6dFVsZrM zZ~;1=2Y$~MHzk@AVn0+T*fwPTs7?LWnBmY-=rvFm*H;(YU+LSFY}HrjN^Fc7sE;0~ z4(Y85?5PasB?R?W2J}|=_tu0DR)@4Cylo1)%sk-OY_OrFGq18S zFfPs2#q*7k<-Nym9sUdKEGQu}ucEfRv8}MGF}PqUaTQA`{|RCY!h9vNtF z?`vx4CzN&Pr+4GyyYaEz__&_zxL$m0Pj0*@tq~v7n;qSYkC~%pG5t9)ec4f6i2+?n zf!%SxQXlV&JOmqGN!31=>#<%t_+|UR*KLD#8;2Y=4>@lgblODqK0^Gywe_joh~pYc z$T_n8PRbWOy7O+f^L~co9;)l{>9G3~{%2X=cQ9Rd&qiOtir)zd7Jn*?|CBxy6kJ7f z&Y+ol1c`clA6e>aSg{#!LLUl=X%pq%Xoa`1E>Kt(EUa|LN*uA0Z-RVl0p60A{7R5$ z$Pc|b<+4SP{zO>$6|4A$6Du+&Ca^cl;0FU&I$;tjE^ zM_ATlEb}pzZ!Ac<$#dT?%y^Avyv1V9OuWF&e$^I4o<{w5paJ`^Vhd5xSfP;qXqc34GSI~%y0?)m(Rtu+`bomiFlRmhq-x8C*r6$}Z zSx$1}HWCaQ9P=X_JcUl6Q-hU*IA4xmXV1R2+OdAE3(muR0C zOnR*6CEcIRvk+8y&1Syod#Ew>U3bQ7@s#)KnZSdB@bfdFC#QbxoBXk9!g(FrR*PdT z&oqN{BizU}q;VZ&m`U=3HKzTR@Dp~R*(b5gQ&{>1Eaw(K@#;*>wTZ|JlM$yTLyk;E z9i&??>plpm55-s?wI|*8PenZz5d3(V?+35T44wnS*Wl1KNV)?_Z*Wsy8kMIc($zuB zF5J)wF#G^a#~i>4o^V4Ca_yJKZN)tWAY&aExCUyEg4!dXYA>kR4)8i4ULAT%BSX)T zKiNm7qi<5o_1YgU=zP7b!EF0rq&2mvfZ5Z^9Oz&V_Ogcu*hBs7kwF%5h&ehq7u!f= zljioHfsKC&8k;=VeKwcb$fS_|4V?Ye&_n_n<1aP)Cp#0}p^P%-*cp>XWic2m28;dA z$}<*&Ng|SZx_Ud>+s5c)Jv}|09sglx|C#^la5 z`dAKwlED~DVU8s-$71N@5C++wPWnk3b*2$*XhbvGs0mHP&g{oYPU95&amv?miale@ zi81z*LGvA_iSQX?Jdj0?VKI_e%v2^bfyszvGGiEw7&bGJ!%E`JNoRAFXMZ=F%gp95 z@uKcCX2zV4mMRK(6m_K~vKgr?S~P3SmrnUXBYqegc|#t4JTh=)xc}U6|Ha|KD?|NP zdV2P^bu4LXS8HoiZEeLhHv&=F83ERmiP%|n2_zJQ>M~ef01Gk@d?LsQhw1(x)&&NC zh5jF*pE=_B2L5;mzTbmZm!Z)q@boaaX#g*7hllmy&J}RSa(Hw-yt)_MKL%c$fzMBa z7boG}{m7o>$QpIz{08Lb1DO9^zBx?4C;8Z5_GM!64NB#0GT{=X=_<3|hCS%UCHhQ~ z{U@pZljG6T%$yl^-YhGf$4Z}NW$~CPJWeK`n>z>2%IDG=tND|4e35t7!k=m7&$jVr z8fGWUXF0{ZiE`dlHE*hRcCu<_vT}N&Y>HbjF`mdJ$8o5^Q;eV~X6Pg%c!KUTMR%X1 zJ8@~&9I6SMV#uQ0W{@v2$d|^6XUB;rXu~^cL;AF#4P%3PG1NOB3mCj&$BWSG$Ew!Mj3N{mvrgB(Yj8qqb%6w3k z3(9g~UJ{J=hw0%E9}jb5klZMk6AkeZ2tEwtgoBI#nBfo8{6U&ONcDqBzd_GMwAX)BpVWGbxIzrjh&q z@0+$P>L`OUGR0xCspQ#7%Gh8x5g*y_YC-(*p6UC6uJz0bhzQ&i3Zutk1BHpHbv zoIga&Ao2>rI}n_m^Ro`aImQIxMgW%qpap=sD4!6jLSzv{7C4N;JxP)oHfS#jAg8^`zV`nxHT0>w9fGrfcW}oH~DXjo7N1zFSHew)9TijO- z@lip3DI-qO&_M#e1n?Pxdjf#x!i7DKuHHv3o)%?Mf_DnCX=e`o+O+DHIJhZ|T#<&y zByl^%ae4?`34kty%K@?i!tG+X+lt~(RmE>B;9e~dv(c8a&=h~QKVLg62-P51hQKW{;@e~-4gm05PI1=WSNJoFb-|`&;hrqD zO|5HBP9HUzSa@Sf>D-?qZ_$G<(8G^;XCKd8H{w6~Gt>WN*{Z_rD z^=p@R?AzI~Z)d~KE%lo>bnMdaJGH*$;M%%9dUe}Z*X&+jeQ-ua?4Uu|NQy$fBmHU&-}M$oWkI6SyR)KgZ;g6gbZwo?`7ls z>*J@NH_jDUzaXYX4<|>B6=ky98`!PYvu#x~4Y|Cg9ITrl=x^XvCJ1Vhc?n-89ghn# zUC`2StSCfS9>@zbocXdrV7`!Nv1r!ipdir#D~(1g6NODV!tOe(rv_~;M!PG7ErnP| zDb`UcB*bC`z9=D5SRE%U4Z_O&g=KzNxi?nki^ab{6JMbL7lig2!q4+i8)eK&1GU|R zdYu=B8Dhy+Xt58P?}L>F3u{w_9p%_yGe+tYj&%MRY84JP3wtWD#tf{$^-qyAmS>L* zwW5?^lr(_RMg+Z${MJ&ms~T-C67j<*P+1>6(-IL}Y`APjpUuvjAas*9Oxpzm<}57I*0C8*;L)NYf&a*^w%LROkCFs}fsQWoA_B|S9B=ozB{=Oyf zyN^YgVhNwo9B-_x2(3!s=l(()Gev)prUF5hyCB&XP5FXFe?TMNqfze!VXp*nW@x4h zS{TR=wVHgtZ^r3@Fw=$S^N9ED2tW9~AjypHc7kuFCNP)AOvQzk0J9YrI_YA;SFu8G ztUd>=OciAN&-%R;B--(U40&ej(XTsZja6qJ1Hl^^^nOi|^UKqDi9h&3uXyekCY~>1p9h?)xQPci?qeM19^k&7KV`Ft{YIVp5KI|L zvhGWApD$!R)#O@kWS+U}C{< zV%{%Ou^+W6l2jHrTI5G8_9K`2jpqFtE%Kod!pCZ2X|)N|ns{<~7^NhDRuwf~n?S3M z8LvyA5+W#Nf#ibUl#&2avG+)>`&dONr8JOI7BZ6KMlSRmCqz+2M}o+uLF3htBA2c3 zH?<;&Q6D41bH)BNLIk}oZoDdrRvk-kNTJs!(;HI8>qQWaS)ascNM$yr(;Gy(nFwQv z_!pkpnmy-*WwKhcS)zo-Vpe+&t1XAyRVb3qI_LV!x{BEy1?+Y_t2K++n#FFQwF;+o!ykqAVf_xq)&8~P4(AK4K_@Tv`&q* zPYt(D54TSbw$Ai7O?OpJwHNcq1G6;Z?AY)Od2nX1W2&`sf`I1|awb};*ewKhQ#pf> zLoZ6Dm!vT(vc?OOST%*5mg@0>lnzJp!C)Vi7kjh!Dou;Fj zqN7rNa7+H~4FTHoeY6z6DNDxaYkyHfa*yqb-?`f7iRV$t^oF9H*NBO<0CD%@5?A7sDhhaJESCJLDQmJo z{G+Or>k75pv-_*wKX3hFntWpWr-gF&=1JXD5WllP=7yrIrLN93d6|c5^7b3oJzJ#h zcj;!}jr%S~jz>RxooD>{ji##I`V~J6cK9DX;@@>+UYmSTOJ1m|5QDdG+Q(CJLb#(XFwK^sm^UXD6EVZSq zRxRwz$Zm>HFZ}wW#=#Z;>}8veUvFewldF5<*Duk#{vY<}MFOTl}`h9Uz4cbzTI1;hPrwEmQchL_Y2GUefh5QOEYC9o4a4 zB{_8X?gWGxQ`EW-J%k}*=jKb}XpqeQqOhd(QWyC8?ZD33oY3tv_u+*g&n zvrsWk_tq;d)#vjeeMJy+@kr24ZF5-=wPk_VYNe+#z)DTVbGf{YIw9@!w!r18_L9Iv z8g^8`*~>s7>QJ}o9cGLj#rkyb``ztETl>CUrldGCtJ9cmWz4P`R!<$XyN=!8$Y?Ja zt%w=Q^Bv6d8_MzPAbC~Bc@)Ka*5^h>2Yd;1{aBLdlNILhuWx=RecdcN71PQX3=V_A zonTGzxc_c8PEB#SbM%bM<*=F5kpYaIHCA@i6t`CuVCoq;bIv=XSbNdI z;A>y5WpAcwSH|1U)EDh(#$9=ieWm_=WuZO!9xWLb9a&~A3D4XNwmv?*+4$Ne{o{xB zYR%V#!N)uMnVm^JB|+TdW8E1%X=Fxr+r)R;Kfm@v?gh*7h~l)=X2;l}vk#>A1v#L@cbq3W=q%7EV7Z`Gj> z3!L|5f7_Plw4=afQ<2N+(jV(eomXdkR(-q&S|TO6e!lcFMTvP*5=)e2wB%(DtzPis z%|UY9^Oh`|o|2z^rEaxxuWEihuOWUYi+o=iW>gz(Qsnm{=-KhR%M`W(uu~GhUlzWq z3L7rPeOv?VwQ(O;0$+XY`ef6}xXgzhHO?Sa~4%d)8Vmid zLk{gBhxAki_f`h=R0Q=^1`jo)^q2Y6N8M^7-mZ(d+M91WRPEWFZ`q#tzBBVlJaIGz)x>HzmEOk9pP*`>Y}MMSaYZh8Tn9B;$tUPt_4d_E*$C?gwuV;65IPOpinB zRVCCUCA1V}7AiY)w)jnC+# zL-er`#`p+}Mq!U*?Cejo@&BQo{aHO@VGxbY;S?mvF@<-fts!jf_-8rpKpYbzT&s#<$E+$lbP zn)7F0iOptE$4C15`&yd&>uP(;3OlotJ2PYEF0m^kwl_PrJDb>*P3*}g_GS@#u~Z`l z(fYDtdeeWk$N6`}`?Yv~^3YKso>OT5u(aKL?SP|Bm+9ix7xHZ{l)B!`>wd4?^-*=e zQe)`bDvIN>K0B>mJMHdQi|JoCv)xaye_r54KblT>JQH(|A8~y;?821iE{@&GN!#U< zc8e#!EuZpOJ>$QQ=e2a=o65L}Ov4de@k-G5S{rHcnriF4kg z`Jct*_TmytH0L#%VStkKkd!+J=@FX!QbfEtZMPH&Jb;8B5ZWs9oka&{&MS0fugn;xxNHRy# z&4ekhg~Z3g$Xf#6gVWy@Q6I|mo(7|)8<1jSq~eXZ=n0yqC(hLsr{6$g4^3N0u-?ju ziEBkZl87yiX8_pGsexo1L`$!UEAEO*Zi|ap5N)2h7Fx3E1jbN6w zMB_PJ={mUe1ZcgbK>xm9kojnac$pt|ZYt^`Bj|MFyUio-7E?Yfr918%x7|Ru-Nx}b zL$}&myiGDn2~eKMph*Y$k=LlEYdan)Hr$ggzAD}7aC59Ifz?^V>ThEYbWRNQVfgGH zcE%nV_|*N!$dQTmvK3{yovm& zi9#NyV3M81VWm#66DQdT99BG=oxozov*}UT)5d?&N3E&D@5hE-jPySk>c2kFce=m# zcwf)q_D;>lR;ZyF)Hi|p22fWEYOA3dGE`NHH5+Rx;Oa`Knhci~K!w@3>|}@(1*HT5 zq6ZZ10tZ?FA5-9C4F7lnIX?up_h8d&u;Cf_-ac@7D}4Gd_^>v#V(AP3mJ}bHs4h?4A7|OfBtb509Hm5b}(|h#T!*-Jt zuPOSkX?E%~D`lFKHOnoV<(AJ*778YFXD4%JCvyb6909LDFjY3ouf)LF-?v7{Z^W{V zvn|5ux|zxRDMm7%oi@!Y5=>PIrpVLWQvPKA%tQ`vJet+##iIC3u|oLlkSSIWkLAl_ zdQ350c?|nW`sa!9*KF!THuWxZ^cI71l`(RbKD3K5yqP|LtRS-I#mZc=Jj_<_O#);n&A#iI)mEkp_baem(H5Xp@tGrQv{Lo zKv^~@$%G2i;H)^16NhMc~KnpG<}Rlqm1;o z*8GpZHCQYvn?s-EvUofWCb-p>^m|zkeSO0Add3faKkf3I|6Y&x)L8J`UijR8O3!lg z+PlHMx7&7J{i*hsz1o)2cVCO%SovseP0-orwPIV)+I=P4uMQiS^Sr_f7VfM*c!3)k z!FG3HIoVNPy|0o{CIiJvm7T2*O|$mxw*eqxnN-H{eHC|KwpiMBIlJ|HdU7%{rs`@Y zni?jW8rZefjM^$jNpY`-XOr=V%mYU}AlLK zK(+w-j1e>}mS_qf8wmae0Y?C8ufLz|8J?kyPYw>yOG=nwp~IK1H{zvAAW#HA4g`@P zC>V3rFfqyi0@nbz3PCp@a2G}7{W(X{w+dI<$U?Bu8gK--rB~&439)OepSO`OF zqzGCPcr^fgU!N-Se`~dU)dc_^!|-DWJObb*0QUg+Dg#J=saEUVoGdBh@IwIX<>YdY9Db{$b_IYtF#G_3@KstlXAgZ^sQgF< zJXFTrn+NNv;BTqm&&|Uhkj1Zq;1v+O27rB%@NsF}St-Iv9CQ_rGmrz%6d-+R_zVnR zCP3#Ua7PHZ{SvrS%J9vllIOK#_9;mGQO_1Y@B#>|#=%DwrOzwNyd@Au?;HG%$eXo^ z5j+bK>wAfwxzAp-=l%6+O5xJ1%xUqpPv{*Bv#&Omo5{b@5 z5{r@CO0=K`jVnM&C1`Z|l#vO4#|Gi4#lJ7DV`b+Z4 zM~`k8J+`xb%bG^*71bNov>ZFoaq2|%rnTM2bh=J&>prK`d16!RkEJw8u8Vm!JuygM1OW!I;$d!TbVyaPT}YJPsdns{q?7OA54e75JbEarrIN^ zw!+A#Na0VkG)$E0EQ)v~_Xji4UCIzjG z7MFyJi-XY|FSNj0oc#kS^+#)C#ihPTwj~mykNO=JyXc5b6$Eb~;af;-DkrvGiw508 zGu*^wkw`-h+FB^CPeqDC(VA3@$BlG|$NEr8ubA2=9&8nN*C0bJXkWFsHBVd}jmA7f z65fhO+Qm#NLZ_e%3ewwvbk~W8+J&vZIboanU#Vu-yidJ2U4 zc;O2f(R(H2<08arJz}XN`f><$yNLMeA>nV4*w5l*d$c$JA;%&lS2WcDqlZPI;;ML2 zWi(o!E$*xmmBouH6Oi_Dq^nj`ktE9V$DFckFNE|1$@NFm-H^2JNO_Dn-ACYOC~&+h z^fM4ezn`($K5ZZ)a@r&EI5A@&FS-UqZ{$#~gUDMPVyB9JUyJ&jLDTHTO@*TB93;bY z+WC$k>J5@&GxK>L@@4PrOXX=jATW>=I&2e}sR`fWXW!#QZ-CHC2Z_`}gC8M@wrE8% z+Ej&PhR+1NnsvM^{IF$8Uup6xj&~E{K7gkl!c(tgrmR*9BVSCJZQ>h3f{zO)9!jzA z1Fq#dB=9!xo%ZBIdCon+z7MnRL6c7*wjRWJ4A_q(7!T#fZ{ituag2vj^gFoWlVIp1 zOuMfzc1L3H4CvSkckh53)`Nb1wU*~gvQL1-lX$nik~W95tPU)@vr1{7hSd6b_#F$S zk1mnftR{7Mnats3^4GSizBr(k>3Exx|6?HCxi`tKKiy$C$BkMPIFjcxnB_{z^Q4sc zGiqXn^Sy?0Jt?KZBYEBfnLox#L&wQ6v??OCGKy9iHC7rjRuagliDp#C(#gN*4Q1jH>V8rH_UdG zaqH7(x~gXxW7Fd!v$VmPk?yI+B5qao1UZ*mQ#jdLGuc$ZZLXN8${Wv)W0aDZg{kzs zL}p1Aqb$4I`)m3AbE7U_yWc;lJ+Y%;nOvp@Aw^R@akWO-J{{sx`HT&VGd61nYO1;^ z;~nQodTOe=X{x(uDOW$d;j@0F1s;5r!o4TJHvq8zYd!JyHJ44RY&Wk>yYo2Z`ie_-je_y=xKYPg^co7=3tG_UVIGs?zTW;5i<52?CbOwd^)*v{|#(al;y$ zwafEv>!w`2MLf1IV)GK41q4HB*hr2Lyke>2JQ-I-P_B206%)|;=0S(y)!ugxn+)}9 z-aT(}`I7nkZo1x$gd68$uN+9bwvTjq2XXI`@QuoLn)oM5@H0gTJvqF!rd-1A)h)Ik zn{D2aF6=hfRJbLJzpo&5Q(p4E*8Esqy{C&b^%f{O@7UwE|A^Q5tL_)CL_K*NaQ$ZJ zm1_>GHQp~#jk$fpX2W`;MXEO1OJi?bbK1T|S5YGUiIL~A(+?$qsj|dtC4A7a19>0J zI(-6DZeIVQ0*G7G+}A33ZdvNFeVxy49n zNw%`0WMopZa?9QrhU%;dTBGj0a$)G^^-dZJAC)9)%xqmZZgO9&=)OuTCldg~yV>Tua${#lp`TQeoRxh3{JLwOS+j z!1nkpE7G^GDmb#aLib{u$(zatdcivD)2?4Aef~1;?D34Nmx#wskd0m^oj+rvF6+HU zJx}*m&Xw~H^KoXf&_fv5ELZd0w=-bhehYOu_tk1-3zJqa|H2oBrVAB+tWgi!s~x&` zL&*NW5>D-k+q=SZsmwDe$VgEl>d5Bk6Nk#5Jj}d!ByrpFv;*3a+g5y#1K-u4q}}Vh zmn(c(ES+$2_pklhVcPRQ$bd(Zkg+1cR0aQ8UE-sLq{9job4@wR#R?9~6)iL*otDb^ zu2=WksOh_YVZw2pem9FYi>LA1l!I5`{gz7Fs6fWb_*csKH}fSwYD#@vB!5Ry;*pBv z^LY~b$^_dr^Uaql*sWJJTdDkc)dKVNi=%E`N`7=V`N1`^`8%IO+k&>QA|BPLcz848 z@RkrQX>V1?Ru;09fvn|#uNFRFt?Ww`yq=0? ztdcmK=R26~-Jj*%m*G|)^R*z%u9)Z@W~Z0)%ef%V^S^p$m~_t=#}FBt$(vwv=QfP~ z?VbI@&bVAIhr_0g4iELT^)y$t*Og%GjEu3fmWqs)()7lnq&apLhOxPbA5m^*#y9t` zR*_Ja#4AcbaxhLu19s3?k9Rywayy&lc_!2SREphBpQp=%-fk}oc~qZd(oC{w&a!RJ zbLlAbY|C@+$a87S``%v>JX{++Tou}uW?B<=ttRAHf%Cd_Yqd1X1*xCaQq5H|Y&0`% zwThiIB6RU_CL0(Xq3nS&Mr$~&+G(Pj$m;Onb_a61y;zO*V-;4kI_HsE@6ozYYE$fZ zM;5a?f4n`D)=C<0&!BhZFnbC(eI*n9Ws`&D+<|i5U?q2;aI!atH(1GOi)Yun(z34f zMem}PSyF042P;E|tA9}&QZa;C>0`bp`gig7>;A@lFRg-_;zh4jApoA8yJTZOt8OOdqUG7;a2tbm!4pl16GG zsI3X3ZONk@q|wf-kya9=Eq$y#W2`le(ik^X88}$(H(XB~ZB8Dn3~J4=?aFl?AO{as z1-2y_m$+;$v|k!;q!4fqL>tLp+a$S2g0NgsN{N7*FD0>9NoIkx^a=&(Pj|MI|9aGr z`l+YbwJt$F*ijc0#u%4Re{(53xRak#jWN%eicV$R-We`Tt z$YBEwiQ^p^wNZLi0f(AnE;q;C>dUjB)cSPiTX$rA>dZ8*2s)YWurBrM@^r_IjWN0{ ziO-ti3|bOibfy}0ro3!Vd)-MgB{^NTIH_uRRPx1kV08+%I|XgmfE59(E+eU_B&jM% zSV{oix|$I$7QQ_Qe>goq#QbbsZg_uN&2VosWuS{T)cX%R8)l4+FlfX7W@q$&t7m@* z+CSMw#w6pprh&TZp5olj%=pgq zsICl*opoZt#<;F5tl8L;6W5y)_lKQf*~YAxo|Mq`*q>cdKMLPov|9$qua@-Lu55lG z)BF@}(g*F&@EtD{yA0=b8!Pvk&hIl<>$h7mWVfWtT&4N-f{y3&>0h=ooewbmE>Dx* z@PFN$4mmd+a&bEB;!OBuLFie&#}@7<73NF)_!BVx7|X6@`yxd@M0vJIo~4jvG81nkN;MIr8S^9WPyf0<6L6JlzjZe1Jeu_sAw3ci zFQa~2rp>{${VH+Zb2Q6HoM$YqauwG)Bc*T9g4g2wPiW3ZB=a?r^F~N|fe>%;KgjVv z5ri%h{AYmwPX2fFS#j(=al|=Mz)nHn4pG`;af!Jo`xTP;T$rXWO4Jj^KM)e{%!VEp z1n-;)**ak*#dTgMPI@iO{(|H>AlcTUBtrpFABlfD>wjM0`4{uG6y?>z-(^PPVncDx z9W?hAntfZGeiKQ(iT*l)d{yG=!?SMcvn~+#F%xyDGwZM47uEwd8meH4>k zp$QL#5tq>Lb4bt`;m>1y=UqH=&GAQo^Bm9l2s1yzjQ23(4MckdvED!xJ8(&gP~UEd zdKcn;#7)@)fuF1>YPBfwkSOK2DB%##ZwbdqY20oR>&GsB?4zl)cfx!#B-fbbwwYz6 z#{3}5G{o`EVcuuJvytLCEagXBo=q~Cboy)b78tn>Xu1&NCCqsT4W0o5cW_Ah*59R< z#3eV-lH20aduWL+TJ}^_a9=>W$O}6>;j@qHy^ZUy!*!t76={~oSV8yd0x3oU#lOn)>LafIvr7tdoG*Zm7W}6*yxb zD1EwREX$YCT+Hfgofzok4EFxR&IbO)&i;Kd4Xe2-P;g7&xne>Z;-DN`6Na!^$Psw&{(d?+si%1MFJqCj#e6!#N~b^~GGAYTjE>jUIw1bu&sx7UNrZ-F=G zp{GZn2m9fx+rjzGSetRJI#{O$?_C2bqCQ&qFv(&@?KS#HJb6nS>4e41M@J()ej&Ec_# z-0=WDJDSgqTMeT<6{ssc@wP*XW*Dg$-Jpdts9W`bf8$WMYYiEuU%%8Z55BH{E1kP!iqLO^B+AO-yc z&b**FcdXNx;0+SIvCoO_P|SA_?F_}ZKr!D5i5_aHK1D;>KwkRr=7Zx>c^m^#(C6=)r>w`my+{)@T7wN>jvL|mMaQKw< z^UELH9Q~CrM#>q>&u_K1%RF^<#M5IWFr?qxXEgfPXk>V|g>CYRHGz2e2LSdEKtLGmomG%Cn+P$ zrWSf`F4g`k?cnil3F#&Xs)gWU2ujADkHM+80K5UvO$c0tz;%p6K@S0R3qXefv<^Va zA!rds&|pmnoK==vLcl3Q&^#Dggo9QPpyd)cc>tbmQ;D~@Xm@1gWsH|W_hE1sfV(iJ zgZaoxCM=m(e)I?{HG@%5!ikC*)O|*MYBXu_rESChQb0%tAPWF8Ub+}3;SGT=bJWZV z!gkFtc7{Pqwn0s*NxGW z`l1`JQ9FP1N2oZ2DDaFDeho){CZNAEgc0fDa>K@*0eDkv8#r+DeAHRS9t}ZHSEy?GP4^Q-W z{Rf}@|8-~#_E2ThKvU~TSMT`m-`vsh2xpI^?=DUk4>bna4||y~QvxRok|*<{C$s&h z6Tb4o-c3ck;s3lp@o7Kr^MM(k$HK6;f}~GKgu%4axfz=yLc8O9mou{=hG`z+=dLcqrDAiZyiz@gJd})Ij(4qi?}ivttFzhaY$7tn)3;XeTe!T6I&|& zeh<+1IP~)(vGXo$4lLxRIQF%;Fc9q~izz+GP&+!(^?RrTGuN84k^Xvw(uQd!f<>+e(X1~BV+3W4AuKA&8b!LQg{>9naEGX`1s&=_ zDSaqy2p#DcbyNu})5INRNP8Kko^{oT+snjNv1rg$#8F4|eXqz+25~=)k|WWUJfyWq zTunlAe~RNii=#fGSzc(KKX%hS(AZCCk_AdM6NNq!S*=Elq(m>IXYb>LdO)NLA@_mc z2|(USAaCKB$3XZL5UoHT`La=%?Pa{c*(aKH_*%a2L$n2O_JrsN;U& z2RYRLSP*T3&lJm;zn;meJ9|ay||XYaNS37&1d1_gHZNS z5Pt;nJwEUIiDgy?mg{LNAJLRuD~I2?Q2N9Qh25GGC)O$L(3HHmS;_E#a;D?m(Hy7F z1e@N}uOqoX1~R@6XSt5#xDV#IQ_DlfN`r>7e^817sO1sE1%AT?e$?`a(XvQJO&qQA z*H~FNR%@(|8n1~ND+{HThcl{TsKtRJg+61&ek1wVy4iT;ui-o|O5smRf!An}_jqL( ztt@0T--lWhI9?t~tBjzQ_|r;5=+&`|im(z-&y%5{R`4%<5Q9 zT?(ra16Xs?St_d~i`|?)XO?L8Qks?Zg=TqN5Mo#KBqO8+l7f{*vwgb?qpjw zW~H@ca2ir38dE0QvpB7p6K&b-*38MatjYE)URNQf6{|R62}f)kt!T2dklS56(OJmt z$e(D<<+NmRnljk+shma<=9jhSGMm!bb&2d+BC9rjqA`inkj$z};54MLs$yB>U+n5= zZet?5GMr70nrzD9_f+xw>!$~s|J*6;V++5pex|3A*Ob9;&KC@Kix`xd@sSzo&~$$z zw=!e8jXd31H`!1+*+OQMb0^5zw9J_C)Cgu_DzhM!Q<6EBPNb$rwS9U{K7XL<)S>FV zo5(v>r>NtyHKk)!@QpXmRa`h7s3D!9vnE7C?x!+7WTC=WWob)!g86*epbg725AU#4 z!oSBshB!zUhrdMtfd{uoT)Y-^^k~586OFd^Klg64)>5%rtol?Ij=yxq|L~zla`<1z z_9yS%VWNP4DFHqZa1UT$peP%-dynzbmG&Dqc<#_K(Nr^5S9e*n{FRFQJ4M_}Y20H1 z-b!80K~3ImK0acx8& z;}u#}o_-eFw%w3{9%`x;n0ySp{m}2`&4jmaG-bGOg+Be zWrcd=&dv7fvgQlrdffcO4<9vC0tI?{>38o&UOM}8|9;a2k}hlKKUbD`ts?zqf$Y_;q;C8%>SJO1Pj+i(OWzhVS2!efdoOu^st`H&xs|J>>plC@7%b z+^Xxl<2Wg;KQ^J-=5wEiSH*|-DR*v$?9%aEp%S!dapI{15!*I|te+pcTG2{P`m?%1 zpw34BJ=;7tEOlC<-0I`eiJY+NvZ=^G^eMP*k0^ymOwCOS>@4aiS*Qx8P z5v;eaj(x13_VRh@$Ct5J4*k?ti`ch1dari$hJ`_zIL~>&O%?v40Bq&pFLLm=1yF#t z{F?>%tJ2_x0^zDWd`cRBP6j?N1D}({-Byy)oiB4i2Kb*kWU+3sz5@Q4Dk1I3-JkP?Y&-o*%82#O$hKbk#Bk+Sr3_%#QLga@;WXzZyLIGCliA-+PiAYGR!W zVmyjsf8<6u6~?$1#JCqkd;IHLAQqj*<4y9Xc+>o;2@aFTot&Qj$2;R;?CcLd<8avH zV!+AcpYocD)#hcZ~n^wmdm4@EU_rFyhs8<{HvN7>pGs&bm{d0Tn z*Y=)5bQU?r7zg(JD7;z5i%q46QYV z){;W+AThc#>75y@u538_!k5o?%luWcGGs&L@BIz9kBXx13 zt*PAw_B|PIhVx&xr`?_yD&%u0-0{vC_6WVde6Wr<+??81>|E}-vBG6pSIoIgixr=? z0lUMn;|bX19Ate2I9`_PD|Q_3E*x&n9&O7XY0es`jUTB`q;=#@4CJ>Z>yrac)kNyn z5DgoX-Zzsz4OTk$SA6fzw`))T&`dOFO*S2>{x#lRIM!W)IcqJXkrvWmOB$`afKu*X z=(0V_PJ?8`JoEzbp5U5~K4c5(M|SsXzIhnIwK(s+VAo*)nKFRpCQ41H3Q z{<*W%v9t6?bCz>M`nT@Vz+Q4>4>_W@`d4plOn)75ppJ;8M=OJRtAhKg!w2h#qpca^ z?WD5cJJGLY8^VrN2cK$>zt@#*+*4%NS7hCtXWf!)Sm3@h=liC-AL~P2Dg{4ZRPKMI zF8XF$(zCv7^S)fmo?MHbLWizA=iXeW>L>%(o6Fv82XA)3=U3w7ark)l>+I^QZSKr2ZwQD?djHPQ!QLq> zBF^Tk>;L@Lje z%8u{Ki0;aW>Bx-j%8u{OPQc=g*?;g^e0SEL)w9^X%&7J_|F#&PmY<(PPOk{uBia6O zUegQEcpo(D;aVPoriW06fo$h9nGQp#uD7y1pVbHKSND97Z!~~vA4qh(kRG$p95Guo z=5|t0;xL`4FCgBYj=U;}x-t9f`pmEEqS(8_hzqj;2ZTTO&3f;d_R!%vE*E(J)qh^G zWEEgI>If_BW~zVAmU{_uEkzmcW)q(ZQeOxY9}6OH&qh6(3c4~Ka*ZE&bISEN$8-rl z5Q?=6zB?avvbsuf>%P;wB$4*&Hc+EH3?o6n{ZVzllqo#RYbv z%=c)*UACUwJ zg1e&h^H|j|?Wj2I1e$aTNxdzOy&`m4&V41t{~#m!uEhJOCNKVFS-*8RxZ3-$AJ7Fg$!28oB|E-iIg;aN~Dy zRXVspX{d2MM7sjBO`sW1JQArf8>uxDGJhsw(M-I~EO9f-NsaG$ekS_|$EXV_N`z;F6hN zdj(0CW{H=0o_lydwsOC3rN5VFy#}0j5Zf5AK0rK6cvuhAU67m2(&s1N=LQ|%{?y@l zZ0CCI;y7<+Suf*!TQ?nbWy1T|gx&HP-?gHs!$`t8VdNQs*V;)#Y35^?Z=*IFc9Lqg zs`)xpb{dzk1*BbCJP>O~ugzw6HB1h4P7HQq>e=wX#K<6q&;E;d_BSv4L(u+!v%kHw zKd@}{4=?*a2pTqg_D4O#J`QszBiK0F_!x&qTU1p zZR;Iq{|`I+&-w41Ne**zf;z=zO!1h!N!A3bk439wj1|&HGZ@rVCM}7HfwNzXQGdp$ zFLN}2IqJord}EA!9Un0rr@W_+d}B}o$45M96dU@O`S{pJ`k3kXs40ESj4@`*r2Syf z+!^B@tZ_HyxGS6C#b)@knEq^55Staj!OD$s6YS&(PUa*hk2_J!ohY2-(BS31{{20D+d8`!wRK9gbihrm zpuP#NYk+F&Ks6auRl=3!aCtE(ErN;*q2hc{m;-WBp{xWr?H5RmfRh5@C=WQ)1qyNi z{K`TeZNN1-SL=?wOqoaxETX-*uU9W~AQ#b<|3u>z);UOc8VkKs7QaOBbLxO9sN>TAxJK6CUo zlX9Itbcivui$0_?KDeGfxQ;fkjM_h++P{p}zm__%n$oK|+^aFtyPVRuVYquqe}_ze z8{F3lx?ADyHkpn_iT3(G!A7W&3^i6l^<|*G6spPxW!X?s1}Gtc;uI)54$6vwGNa+N zNI(h$q)<57A4>CwNP$qY&mUw4#k+$94>-XC3pU2OgIG5}bb~N<<^)GOLqu1(L{E(r zuSF!EwYkBE@H54b)Mo0b!-xrLrfyt464t0>$ zlsmyK_nTUlZEdOZhHusZ|CaNotPVA&a5otLkl+1^;x_3cE11EZ)?-^;6eJj z^+b6ke*l~z$O4A!U=Ru*9|*WY@FyIw{v%`o;0RzZ2{~7S^d|s}0b~S0&mfFay@G%V z1ewCvI#|^W16pwTK_pRcXda)I*>Of=VDb2?E{#GKU}&2zm{` zEeKo!n0NLFg7hHhAplnZ*bPBzA+Q91#SoYeL7Sx{*ANH`0aysIP~j>(yhH-0G$)|_ zxW3Wg zKsFAS1VOO?`~=_!mS@B!*i7b_pcw?2&kdZ}K#(m2#m$o-t&xshj*nb|ca?)a;=pAH z9D|@s5c~{>3tp&Vqo(ly!aswc_W+my$OM~#o7;nvf?p`Wx=QdB1^h8t`~eyKL3zRf z8T>Xpyc~kocsAoB*H3!xwSTRUC8z0!JWl2!hVwpevHlbw&852L6gBVXrb? zM-I1L4r6DF0kj*y26)&(68A$2_L9T<%1QXaAeexQl$DPp$PBc+*W}$<%(;P(Xw!~;uqSGhEyeCUB}W8w8R(9b47C; z(6mozmK_>;1$9^{{veCI1?XFVn5klZQ@o|PAOtN4L@Q&_mMpZrR7~ka$GXM+jc7-S zxUCFrDMA~Q#bsgQl2CC~thgZyZO%lSGR4iAXf+Y7CW;$K;<_YpZ6aFeiF%zzi-Sb; zF=Vt4WsaiEQKY*D>8QZK+329KzePOMDW(l0WBsCbvZ$p5?W{)HDnuh+c z1c(d0kSrIpE(LAL6BP!F8#0lyD5NM-T$d>-NkZ~}A-Q2F$r}kYnfY=V@qdM6`iV2W z1&*f#&!mt?VD_1u$V5$Ks*Z-4KCch$_=Wjpd@e=xP6# z0#`ku$0JeLhZ&P?Q+EOH0W7fI&NE&NW=-X$3~<~h z5<+t|-ZKLC0W|#r<{Lp14H@kRG;|g2Jqh<7hWie{o!jA-ZTQB$Q2j|<@o^~m7|#EoRPeRcu9tM)?^t|mmBN;J zk{eYd4=Ee>o$<#GF;$8EeRRQ z^B5@(7%PpS6#I`B2aT474;KZFmW5HvBS%X@#)<+ch5lnDfg}0ewDJ&YWjM7wbfm~< zwAgPX+j*?Sf2=%gq|j@$z-O#Dh*}m(Eeoa;c+rae$IF6grNOk407{PAXucP%EQn5y zq?L!z%0rm7vCP^8dUY(PA(dI5%xXwwR>v~y5?KwYSgo-slhsIKH<4J4*q0M6*^}*g ztj1J!a|XAkgwvis*@>xVoc8>Qjsi|cA*U^GqIFI&n+rTnG^cUfv)IiU?56a|j(lv< z3|mIa;dSNDB^)!cPGff|ckUs)uHwlq%tYg~=3vik&E_;^u8nNt(PBL8Al$Fa$=+@`Fl-YWiJ(_Eynd3vC6dbka%HTKrc zbXV}33#OV21tZ-;I%S$Vz^C-i40Z6Di}(#iQ>|6p_G*4-J+H2SnGw!R52wVqvGWqy z<+-%Xct$}6l|&r==~$zCvEjn8%AKoA)@x)gmMdPZT((9dY3aO{dv{_tX$PoDM=zfr zv_QsP5%$wid@D(KFDntgZBxXq4Ni-dUlPCz0`vqAT>;?TqIn)WH~1Yoo^bto?)`_s zM-Q56DA_Gt@L65KX0h_mZGSzRC+)R$Ma&*;n|ZLY6!;(s8%jXu0C=gQ=&}8PS;pm4FN+ah3`MYb7bSrK;~`p>N87bm`DwplgqVX|I`n=et{j zt`7aq-x5ymPQP+GX+&WIYd8**W%fi=h($1esJave0|3cp9oXcxuae>L^-iN;s}o@?5vnYoofIww&KaZNJUS zoV2B!Rw$UN$v9{!hHhV3c=Igb;=#&?SK@Xo_g;c^lEb>HiTqxIwbT?3-@7jIux|F{ zL*cuZM{m`%SR(OQ1UwOipUJ|nRYYH@ihWQQv)!QTymh(LMzzFqJ5w$miafeK?(o`- z^Sj$EK6INtOWdjEtN?5jAY(cBojm+wspuma*mAkthb3YLa@fam*c(#t4M~ju;myA` zYdujGH`iSsb^lgJV4(9}y#Rf^l*Ew#d%r{<5>#=^0@a z#UeXnvsnx}mD1nY-&)(ZM?O1vGb;K z58bTq%ZqKaQcM(DGYuyCvRDH}V~t*nW`A~1+z9EzFyU20*b(n5Ao7`bSJIWf+y?{s zMwCj|(Z=AhmdJ_DWM(g(-Cx8am#~IN?4dIDaMcX0VQQ#iYPf2KQqAcrU^NBOi=Wf; zuhDXkHv6eG_;2sceKS%MFj5~iQXfTYOd9PhW(?F&TXV=&VFRU}gJo`Hl1qP~^+2KR zV3`n{4OYeWm4$W^JO+#02tI~iF6?-9Z2zkhhYo6~tdtbdln_}dEp}%sAVwOo`$@x9 zkt1c^eR)5-vmX!TJgN@ZMlQFW=M1yyowJhz9BRv8UGzXx>TqK`$$M{swOm8^iSE?L ziSL&DJ`Ak%VY|~%sDVtj`T8D$6TP#L+F3~JETXjH1{>0cn=X^`|mrQUyUQ~0@txT{Sm&&g%}^v>e3fl69WDW#o2Zq6DKCOW1Kw`S4% z%Z3}0h^~k79oN*y-*3q>?Z~sQiF=)Gd-B!}m34BG>(!*S6(m(9#bw1sm1Lwe!>>#d?lz_HxBGlp6+2I~|0DnkZpqlcSQ zN7}Nf&1v05Zn^gQju%0enPy+^%l71#ovE+MMC<-S>p_xjU%|JUkV`}leWLfCd^km(4Nx3;pVie#2;RdR+ycYeYy>Ma0$4z zcSWMh+nNk(dRzEdcRabyqm5wPPWW7(^{OKMd0VL;b)a!~$e;~Rj8Y~>DU8uY z?`(|18ly4C>CFF~o&B@#jImgGw%By`&)CMl_)O@iE-Y{t*_lu{8)r-i*%@R}a@$ubxNj>=~-MHlL+@#*W_za)im-i3vtS2L) zJ%bk|(0A-$WY>K=U)W?K#}~7;e4?nje8y1E~FlXs3}}=R3)kr+LO&0LxRH}fes?cqZ5eO}^SZo=(__?!I1yWGTk3(3#8 zIUl$=pJsBuaI@dFoRX{C4^8{(&8HeH;J!=H<-FwM z4SC7ec@g?N|1Ari>*icGvQ0FG&SRNx#Q5=d`8W$c-kMMJDNa{I3#TP-fBT8~YlV9-sk8oXd7OYg}Y?n`4ESdhbWa_gd^(<7W z2I{pz+cq$83Q(>?lxu)?6|UI{6W724=fQ%v3KF5n^#t>tV9pboaR<}x5ZhO3K7KdD zamVO$#qs;1!`A`B2#kLPqaVQ7PgR!tftjFlW50IOo~biFuj0m?MIw&#qmQDI`_bql z{GeS6uFI!Pu+&Qs^*TV3R0WkU(TYz<*$V;jp@8t`WNh!>#DiPV{>t*=2I_lQ?E?<=&@{crtDWU-eV@-!ILHs%M`GG0?toBd5vZH zUR}sG-~=3*^4Z7nJivC}%e39dFwtgNZJl<~opIZ^5PyoFeMW#gD#$*E=3Ee@okr6y zpy9_EACxCdwB|$4jT&!kJde%aiHX_-vM;E0dA%PkPMYYbVGXo%$i1AQel}%rYGjB# zLS_kPXc3;Vi;6CY{C_9c7M>O-_ve z8#QB22sb93M(^(I?d<3p80_uo>*yQo?Cktk<=Ma1|Nr8!7*kU{Q=CEe=n$LDU`_Ng zXeDDK`3!0ngPO{qB~MV}8PxCzn%@M~XF}+md5lr4$0_Dx!=FZnjc8<3>VU(@;BVUS zH~PqD8s)I6WPp6 zHVemQ<2kH+AvI&?aoBh^D}Rdp*Fh`hum~Jsoa15x8Y}m22^woMd4dr&PWPr$ZK#wl zLqm7_2aosl@9*v3-qo|Bvs=5pOQpFLG&MtY4WOnLR8_zgrBDeG5Q%_T2odn0Fb@>s zKyC_1iv$^wP);>>e&2)4?tmZHAj8w}!vo;jcIfy9 zpsNXOQiFB1pq<*#-WBjRO-N4_w!1A~>c3+k_wrEDz40nTa^4jRL7!TBe7xZ%tJ8=z zU@)v*tMYvr~oh(?tu@MDBDcccye^n1I(~Vg4=M&UBlOwk#hV;kD+s4UT#|GEZ2iMXEHqZx_kM?WP`j?Fk z=urDMQ2N#l_v%u5^(Z|X$(?HbZ4!O$ptoIophL5(S@Cb#Sz{Gwtb`gXK|?uIUkX(c zpi(?2&H=4idu8mnS~2O!-=t^0gwvzPXavSzFfM zR^L*dOB){i@7fg9fv(BK7*0t6tBS;)og1po8^edPV_X?FZzhc{Ouacf|MudX$-Sxj zZ>P?FSor3NxyvoM%Eqg-*l#A)lmz@bpZ!1xUSIkkk`!KdWdD|Nj0>g8d;CL z`8A+_j&bq!{MR4+03V*K1MTX~spQl@0|RroQmTI}HLI9->7D}+8dbh>P~xtwbze;f zeFI20@8s&NPnA~9-?XLa%&Ay;MGpWx0I-9EiG`K`1VgYt1pkB}I}GdtNq7MzU)A*) zd(Yu7+{-_8mvsJN;?6zxQj)^ZMF@HUK`#LK1VJBR_zM8eQVNYf?dcVDlTA${St*3A zx;X$404Rr`8VD*8p2KMXauvor3IW{f#fZf#0KNgBrx17ufhPdm2H-e=w*s&lKw1D= z3PV~DSOLK+0JH*tH5f<-i_yfu3K&QlfM;7(A|C2J+PFjy0%tJLEdV`+fFT4-F>tz^ zRF158#hwE!SKt0?cS%6_0SX`p4`Z?+kP1N&5aa;^8vuJ_MVv)NUM>FMX8;)k$QXjY z0bsFcqPYPmQVv9_0y|0Y1VCp1bP_<90JsDJLlKdeSnNpvUc%tFIOHq|c`LvUQji@M za+U<9(%`i`{6G=DAPpat5;-6aAC|)EON!`!Wgkn~BU&w+r8>^-E?KKnvQ(vQlVL9;$&~M^`FJb~?W%SoF)LxI5VvKf@(2>4B z$NeFNp%u|cRXjop`$Gywh<<2E;Gfb^w8RIk3=vd@ z3W(k)(N|Cvjh06WNTGrPHze8!tY$E?QI8A!fO}}* zGbH>C68!}&i57H}@~UzKjd^HC3EEjHXsbZmNkVK_=r1S<5>&>Z1&MFagjZ;esqpVp0W-sQ#9u{ z&u+UQ@*P@_M_MY7MiN?upAY>!XR>|j>#ljfm-Ai*^B-2vJO^`TT7uMH^Jcr|o=eR; zUqkb~kqonW^G&k`*x6U`oFO!C2+x~H^M1-ty#&Grv=3nJtMH|%M-b;RG-rgJdxv4a z0#olqIEFC$6~uZ8SkEx57Z~;%EbA>aVE~QYTjXfh;o)ms4J{m2C#!vvqLJA%x`cg{*sl|Sj0uOq5#0V*Pgy1ns45E_47&S>WQpjjY&{$dMSY+R3~9_` zwd2`sIA(J;rvuM!%b)2gVYLy96vCUPQg#et)i zQqH9lv`C*m56fOl!$I>`6gTq@D~qBBcW@Wf6d?_oT2lBq4{>`c=N+ zAvc~n?cQpjBJFwk;y`9$$jt}gcWzbMI{sLt_Fe^!ynH(SsliiO(Z}*4vFFa1=&X35 zEcIpCk^ucfUWX4q6^DG*E>GL78+mN+KtckYR8jKby_>pt)b^#xr?xw9S^i#K@u#-x zQ+Y81Y0=jzQjg`ZzBjKA*EhA|ib$@31*X>RfkDNeKIUJ$9kOjjz}7V(yY_gm*2y?} z#CP*5zb&iEj6MeL-t$`y1aDpUaf#F?E%~I2mp>?q8_9^gloK`8lzXKjVxyz-WAmy~ zPfyPSdLi3Z`fpqouD`wD;k~du+oE@G#oxY3eDEM&ST?sI@5WK$^Jg)~PK4_3Ghd?_ zck!J01|5^-%EnrDOw;=8=JUBHvQn9 zNWHBQx~mfp>?*u^I#73+g$mY6O)_fNI_H(D_DiLGb(H-#Xt!9H)qQ(!EDxNtmE(`@ zE4Y6<@qnI>nq+{Mq_ehU&}PjqD&j`+Vn3HkxUW(5UZdu@TG@N8ir)r}@a@Zg$Yb1> z%SLU}EIhS4YQ0*tjzWl*M5uc4;Umu0ecn^z=UJV|{0IPKEjvKpAVcM>p}w1J@JB!f#&v zp(X!KT{`6CZsPN6NyoN_ZBn(6hJK5|wi3Wm2DX=ne@g)?8OUQP2;C&MIbV!|FI{*b0p6*K5R8q&P9HSJfS@&U0qa$N zs!F_;2Cf^I#_ro`rGoX-6myjZ){?NJJY*{YTZ>@=mEgR6DkFA}>Fx%-KTdW3JlXH{ za3srVtTvO;N}BAcXAiWq2U{n5%0_EaC`ExoI1h5JbAP6NZ@O(yx=mf8EivA)A|tXk zFQKL&r6xD3tvvtlh0r9OIyKFiVoyy8@!06p6nl1dc41+G%jM3^%>D;<#%9oIBLm(2 zZFSuZWnHx;9aZ_l*v3j+dwFhKSx#e7a(zKec}8$@1qi(r%_L?i&L zE)D;Bs*U%*S({=~m;9qL?rmwrv%=uVIIlZduGiAtE@ygNN_9A%W`8`%@<4{&fjqZk z6=Bz#lHatY7{-3yAM|2r!UyRL6Zsr7#T+yB+}|2`wku2Bb<6#BlUz6ETWZ9AQgpix zGOcvSI)f(3q_LKWv06t?UmCs6aRC3kCH_?AFV$SDjXjw!`|&RZ@NWi-%?FBY2aD~7 zOPp!de)Oiu$&NH;4~{j6=L}@C+LNZqq?wW08A{DmPZp!nl3r}UAQ^PV?yC>p)}C^E zq}+|x5J{_#AFfNFbrenv)Q+^|4poH@Rrn89`V3Y04wiZjmbwg|gQt_`#Q_PwZMEuYmPqFUfJV9X~;?rwPGX3AKwj+=8dH;f7nXhg!0z9r@JWaz;-M$>U(I z)ymSq^OX_LTC&XA2=2`}R;jiZE^d<0k(FF3C7~>imBM1=B}9~Dr4&T5M|329-xjgI z2?CzWr(0;}+Hc6U-<@rLIN$q5b?mqL4EyR#r-p2g`WR#D%d1W(f{W^y5BsI!EVd;& zoW%J(FG>7eo$K3Knci26Zz_(i&GE<&{h024H`DumrtcGcfI*Vgxd)qNj%bQ(Qv^=0 zk2Gak6-NKa3pFVS`=vi==3zf;c@u)BcCqm#M|F!On%iI|Ew)?)w>v#w z{_XP8JKII*|5{$?b7izHlGdCy zSQ}5Si5{qp=&y+)*Twc%h4hpLc9;0~lES)*Ju_`iru@{4|G3`%vP@%|#ljeAs4jT0 z!H?1wK2Yo0Ni^*!`qG4ZQJwjy7XNv$i%1{oAEypZj0$raS>rV3ICXNIIypvVj!`Ga zX)FePa-1g23;N%@Glp;`7n{x&3EE$F#$gND*}{KdXaDrhm^A9B&^v4D#Fy0ig(vJ% zU+U-XNhl(jn%e#scVvE%u_5VsrH$=5B~=^uovCQ=Va?3VOwS0P(ldn*>c{D0L;d~z zEiD7}H9e(;Jp~yZ+3{VtgdTiSH$J%wpD5&LxI`g4!zcCP68doQy}5BcIniB7L2a>K zEy0$-XLKxyfHzvmF`CbP!A-l*PrlDjd&0|niex%RB>fzca1@Q*F9_c%2wWrZT`7n-BuKe{#O_1_)KGs_Bybfs^)gax zinh7^X*Xke>P#Am&3o+R#a-t{Uz+#c#&uuGwO5=smzZ;2w-9`Q7jb;veZ%-0nZ7IX z!zxFwHcP_&xK!vI|}k^Il>z&S2URo^piQ4qzr? z4by#n`%ys9hU&IrMjyfBpJA4-{z8d6+7OC1`U>h@1ZAdza&x5oH$U$kKkgb5vsV%*W3K_j5U@-D+Z1q2p-B_KvC*2( ze#wqF!}8w8^4iPt*w1p(8~>#0;ZoLrpKg0vHYRiASR;e15i*l9 z$Ql{?hj;c@K>H7wjY4)Nd}-uA#x^qlUn3l;Bf_-CzxZsCoiRs87hBK9|9YUTiOIhw z6XO&8z2wf0?*9J1-u|xMfzGb3?(W{6|Di`Y|62dYE;frXJw3=_lgH^~4rhYJ=ozOH z$0>LQHIqS0W>6C+sIe2&hzVNYVp^l;7{z&P#B!8kJUaA=PWdo0^qM^IVwn75Wat%b z_$6)R-8l6pgJw2PH65q@V9spsWlg5uw67 zK*)u&lR$bDoE{EmML^jRfRG61#bDF@vEh~=#1s>1hV^&@J3qx(-hr&|z~FPzrOlXtwX6uBa*<34szKu86!kcU6 z&9(67+l1^)sGc?O=4yF!HN3fMAwiod=gtrpW(tMiY^q>>3OC12nq$SxPx{SGy3I~F z%`og{7?#uHHZu&zsc{?5*iR1qD|_?~{w0C@P%jn=n`r!7_ zflai5mDB<4k%2ALfdkZmy(4{lhr16Bb?+YPUfjdIlpafSq$_|RKfurrAXgesz79_bzqyD~?^v@qUrMIu8oJQ{bZ`l#dVanKWAFG7GX|A1|=%M!ZjOO}I#u#$E zUypr0&oMf=U~*^X^VM0S*Q_h=xsT0eUs!Ri1OB)L%s>7%rlCKkdv##{+5f?&n+ln8Dn|nznuLr@3=xj`boVE8?N3?S$h5PD~K zAovvw-G!k0LYfAjf-u_wv=)N30kjMP%V6PgB@oV9473IVt7BkA3`Poo9dhD~WCIq~fZ?s8 zn0=Diqf+oO3HZ1ebW#L948!{%XdeXcgW+8e=BzaKuDZxoP4Sz{Bu^@eUY3EK6(y78 zrLyE@!?B_f02_r7_lF^O06PJ!6$DuT$Q%GO7&6B|W*FEQf}H>$Vx(9)$I;7Xh=Bv* znIH(t;F@|Z{B)as^P6$SXyTmV#Ms1C1|63+n{g6^Ks^ z>(KT|9TD1AiO~bfoUIC!C0O!ixNQ@rb~#+PT&!!O(!idTEjqHbTeOQbHH#GGS~qLd zFIO&JqEN7UdBReqA{~wDwM*OdmRGJ(uF#gO+@W4~dQ-!l{jG1WH-CIfFnUoJ75L}R zpW*7tj>K?AXD7YB@n87te{792*%Kp-{;obMnX>Tb50gd@w6c%Ynrggn%HcfA;vman->lt<@pmhkpVzU!?P6PBnhW{J#d-59Q-pA&xe)2DMf#i2 zp*ED#jdoR{rQ!TcOEk?CDGL|W#|yGd(8#;Iv@iT355C6{-i&&m z6T}-K*$xY-rbtD&psO4u*Q32vg8Ce!Jcd^ofaZG%2<~X1JBqUr*v!3 z{!9)pR3@S&VMr@cKp#Lxdbz#L$Y484>EU(M@Y_n!&KiD83BMv8DTxt~qR^6Xv@Q!R zOBA#g3hJ_us(3+FI$9Kn;ynbJ_9)I9A%yU9-O&t3B+my4d5RdX<~bZgy|1Go&ybjJf&xFJAOIxp zUA^!K@ZU)x-_+5N`}~Bj3&tA-<-vTs3mR&O<^`a{WNuj&LQ0Iu z^x-?)ntCQW{|+Ed>leH)&%Tgd_`MrRu|UF&=Du&3c?%Za!gEHLg)cI^?;;B((1HnO z;j1{;RD8iyYTi_N-b8Zt9X$00EPR)pF_xTqkKw$4X5Ye7pRiM3MA&a2jv-*b$Fhwi zC!WIeJAnBRL%EEhoQ258z`$X+a|fnrBc@RoZaRu7JBiIb3c~gPk3+J)S9h2l)Vi@+ zW{osvvm$o4y6Aol(GAMtJ2k~0>`^_j5*z>X<_N*D4`)A!cO~b!lJne$3fzYXUPCzN zVVn!4&~vmTU^vflHid7FIsu{ zSa}2`-+c)0Nh1a^s-mgo(W7Od^osD&icora2&KS%B+s2*9zIqPK2qpSEeaT`jGkyn zqgTd_RYo%!QW^Cr%*M=#`c!6XF0(#;ygqrdC5P2s!0ISwcNDQ(a7^Lg7Xel-r>lhB zO%ld7_LWcdmd^H)7V#O8(_T1Pmo`zC#A?Z5w&bxp@>nf7?ABaXN8VKDB3Tn6vpgY9 zYt7}f;n;2Y?Dl+idjY4DINd{Jwc%K8xvbV)p}f|V#cIrCx8T^#In2fkmaus(M+nZE zGT1`zES=eyF;Sa5QIp85NfjncHe_;I^XCTZXUHwH!)>zzjdOjqLho#-b*8swwzYVs zl{nW^%N-k9pbyTGJLWp8rt9%j&9{$I{sM$`ZepFL7MI!f(S;r=`-LMZhZ&=o%KfA%-zuChNRznd7>ZZxp59 zC`rFolz1+SeJd^UK?d_fPQ*lB(o8|*n>74I2ErZL(_&~^Z}O$#<+a9pC!1egW+z8B zeEkr)Q9X8tw%;lRA8jc^RhhKMcfw8_v|6pEn;ceTYDwd)e_I}NpfLx%&-o%z0b zUFOrrgCV}Hj;17|Td}A1f7MofEG=>k2EMn>4;7c@n%mj#+H9z$?0oh_UnU{w@~zJ+ zG;p6jo3C5(WtmK|$+xKM_wP%KJdqa(I(z)H&Z_t7%J!SqI&I(LzwhwxrHWQ+B7Q66 zB6h56b8w~>l~w+RH9bXT z#ZEr?CbsmVns!g$+_NXWRxk10q!D#!r{~%gq1!hn?$xu^UYdXR3I5uZuhPI`nXJ<) z1&{Swe*5MxV<3%vA%nGCr9=4jt1}&EziXHKY9*fy>g7f+vJLJg>hFoz zwXN*=BiyMIK5NuNw=XZabjVy=>5G!2%?gcoT8e%L_Wf9*}AH^1)kH z25(swvqiJ?*rGMoXxp=vheY#>W>fVO4x6Iz2#a{}rmon@t z2U$yDoupwWNytnLwh@P-R*3X`zDoCbJ!o^S*Zh3H>-~`wYg$=6y|s9vr;gR%%pPoJ z_EwD6rcp_ugSk%qnKnJCHa)5K{b@GMab_(!zFoDXCSr1PNlHUrbYpSm-wUD1(UIwC z&h*sO3}Z z&uJp2)DvRMvqEt(o+*LWrq3>|l9!ajz=~p6NeHu48uRn%vRvP5HHn{Vl0H|)zAg)U zRuuFg$K!go>$y~i6N$FRlI)IU*q@63y)VIXSDxqT=A?Jz@_?D1toW}-uWEppPuP50 ziS(aJxfYtm&g;v)_t!_?>dJo65Pc!bd`rSd4WAnz=#e71!j3sqG}$erX3XAnMn^;+ z{%LRahIJI`EU^vWd3r`mkG7{)g*gPPZmptn}I8bQ$>F6Ri%uL~RJBwq-KNwRCdhXn*x+ zcO|X6l-5n8wBmaVBkem-bxy zT&G(%^;EPaMRio9)MX?T#Ke|Jiz~{AD~L&)Ua#o&Qr`O+*5`$E?01c9d))$;-8uHV zb6wArMZ9guu&>8CHDo$AM7*^;uW@<_&|ixAbz3XR@gyPQO?ifWO|DNvUU++Ha!Xla zTWMldx?`Hhy)5thIew3`d>)pBzp}oqvqu@6UMo=?{Jb*BqA2E9QRGiT_?I-ddkHod z;%v^RIbZNI+;>_Fwz@2p`h9u2=@z`xiTe1rO{pdov0thZe$*tI76iV@@^}8tb{tPP|zMv-fyx`}ReX$LS>*Z@a&_EbONcmN6H>nJ~O@ za_XPn*^qwjK1iROm}D>}snpS~uKwDl&P-yBTVV93>(>H2ee#P+f0^3-7k6Z? z{=o@(#G?9+#Da=Xww_%>l$p7?DbDm?!-X};9HWhrdwctv8~bZ2dP#(Cd`eqJbXRU- zH!i6&H?a$s_>aIwd}1#?sYeLT;(KwiT^ZqR@&2u`9+gf;&N~z=wLs1VY|C5m>N}wR z0cdyxnjd3Zp2~H+P;Pl7)^HbUeI(lPR;lZ)V)G+t;H7BcL9DA3TzLS~aT@M84^O%s z=9hlr625W?#@xJ5+^jd;?3W9;SKOReyj(+sV8YA)#Vv71dozYU>o)EJotLp358WA` zy|aD?XMFT#ym!y|9G><(Fk`olZMka7VcWFr7WS{zlcwv~rfcZ$WXaDY=%3cIt+&j2 zubcCfnX!gAUtp#IOur5foB;F}Qgd=em+_Eys9< zwvWba%)z10s;MjBJQZxm9zZu;|ED>S zTjRkm{DKx4BgH02r6pQniB{O6&4Ij9b8h@?LCP&&;(1=!VXmjn~+r#{R5=!DY| zmfK0jkM%Q-%LJJx1UXlbtTSlFIYHV9H1n(=`8b+#7>U~}h}_DLIf$g)pASD@rYF*K zU-eJfd$cc3FqlOz_NEubvf8UT1Ff9lZq7(QTgc9a7F*AT{+6BnC20SyoBe0|>>sY# z-`K|g#Lg!FExd7&olTC>Ch7mi&L-F_7W1F6jm!z=@F1n5y{oIcr2t)C2}4dYlr@7zrGwc#V&E zj*qyGQEWyjKgNbl=#+OOd1#gvzr*R zV~p7{$9*OlVT`fRQL;CK8a&BJnw(5!F*8`qEEX$Uh|m5(&5EYj#nT+35TCJ&{sGQd z`D_+`aw2nLESkZHoEQ(Ap!-eG-58^eV~!jF1|QSI5}E=Y`p$Fv-=sV|Hssb!|ZtMVpL=L94lvzO_-l9skPgIh-XH`4mo(}c#^Dr)~$>cGB{{yo&bL&F_MhuXFcbgu1h zThiTv>1+XijkC6TsHqw>R0wsmdJy5dAyO_>oCOimp`tV>KLN^5fHT8E zk}s6t1tT|!|7bUhwFmLeAl6C9(V}dju-{PVZz$3lL|cP+N6}hsC8x<*^%2I!j63tqRQ~vz*h>mcYQLPLOh^ z1pMJr{8+^I>ELG*CdX&L9G-f*XXf@E&g}y;H}A0aJej)qiTB=d{)@x(`8Nv(pK`R% zPaSwZfBR?3vh6Pc2vJs_G_jiSjbh=7_zj(`tUQL3*OY}h;_83~1#-Q-=K!ccSHJxH z7H~OeMFrbGh~w-z^3$^AjS1D;FGf?_1^^2Pc7h;R2)F~_4`I9^*ct+Ei{)kZ5U>&o zR*)3{t}x^dV=aWeW+JKb+liOnj%F22);EvVG>lf)k5tu-6qk2LCUr+7bl7+#?>-p0 zO6!vd{0u;^fY8$V4Ipz2#u5Oc!7D~ac7W1SCjbI5a1?-|0f>X(NC---aJib)+s0ijZ3_XINHxOhD!Il7cKte_q4L};eL;*M%fN%gpA;<%O z-w-ed&<6;54FN-dv4kLdEc_nAT!Y{%5PTg1FJSmR2KxktuVUbn7+4QLn-+`M)(fHD z;sCH20tWzign@p`KsNFiI~mAK3Ybbm#uCtHNytzE^HfRXnjH3=yvQjP(G#ko`buKE zBr(fjNE3#3iD3@OVvotfCuKxVNMZJiz}sMW2aM5$AYB;V06{0DF*nsjZfT1@Q5SzF zC+aOPngol70+Dn`DN|GpucVVNtDOiy3;+QD_yNchf*b%a6$*XAF$Rzc1err18Gt^? zRew$x2|oI8K6nhjv8=uSq4@mMf-_HA9+^;{nNQyNHhcfm>_>BcKs1tFEJ!awLvaYc z3dyPXlU6eO$-GZRVt761(}ub*pasA!3Q)&dxNkE&yi=}TL$X0ru4%bap^{Xgl0t!k za_RCVB}?V;vLYp`mKJPSnYV65s;X4g<|U0gmf@5{b5+Gj>$RHnHx%oyFTQcQ(Zs0e z>#MFT;qDu$uW8E4s7p;Lh>vM*s*R5H`)}EX|62cFi$2Pjm}E~)a;QTi5ANRl^XE@t zLVA$74bI)UD=B;=#&g8$GtK_ZgwLmO({t1pYZ=e97%x|iKVLRxw2otYelFgUU!8>v zw4sBYNN)qbuO8{CLVD}@!)?ew9a@`#q*@AM-XTdJ(0m7^Hdv7SmhZd~aa}KP+K7CU zM?V0;J1kU|6ix+m~DhuUrzSguE{cc8AP1mUlcG%GaSmY-lEi2sNtm?CM;XpR?> z=PxJ-K}#c%>O?_*ji9%h-&%rnRSW3-3l+(8@js9T96COT(#ZU-27YH1I@HE*uS8o( zytYz)1A*U|CuqzQ)McZk@n~s+pfMk9DHhab3o6qEWpM($7ccn-n(K_@dkZpMcyZrR zya$^4d*R~}{!4&-27DvHeU0ILQx#b4LEJC!10Ev@=DZ9CUV*=$0Wat*M;Zx&#(aK5 zKH89nHs+zt1!zMKTAhT{rU{yJ1eMV!(NB=}kstqrAAV1e@RFZsgd{yj9JeC&8|;s9@&w=i_58c#vk#&9SF)&yI{%{_*LH`XG?X8B8%;7qNWr{VW27vJ zS69r*_+Xy-j`>$2JQFG22XW2=F#l~M5^sVeeCHak zUU)Au_Y$6a0WW+N;aRWZ{!-NFo(S@>8*B(*qzN(vsYiW)5q zq7b|(1)g+LAgwHvP70wF`%_DT#;f8c>Ql$76X=yOi+yKFlMU(2=B&y8#ol`dHTAds zy5F@DdItq;fMP>Y>>U+*?}`mkY*?_PAXVwT_uhN2p#?(k9YQZjAdpUntQGeJf9HMP zch1>+|FPe5X3orW&pnyUBFVroAuGAKKA)yET75FJDU)x0b>JASI8G;?pUT)-$ZpMJ zwq~(9as0H#KEiZ=#dLq=^gsohSi<7RITo`!aEyjjR&zSP9IY*n-JZv6%VD6jVev$N^m zngvql{800B2Y#-#aJHSWFx)v$8JZdBoa?HYsn47#Pn;#vokC_zpv)P5xj;{vMflH!G;S$>55|MYb684LCuNX zb(hX|-@90Ga6^V1z#rS4dTdYPkv$>mDy9;c&%&^=oX9sRfsZ1Xr&#E*FgD=Wf$%F= zl69W=pVdmZcFuM8&M$J}A$wGfSBc*h0EX)ny?5^qJg`e&0;?kcKf*xT80et@{7M}A zK}Ph0oQQ#fsDUi@m$IDi&g}u)Ra{nyd9IR3+P*sbz|NrcD=j48k;h9s%P!q zSbcd{`<-LmFE3F7oa^4|W$arYuPzt7bw$`V1wBz^e z#Co5-5dY+j#eqXM`*ug)y;f~w*5>-V{EKel)x);ilnrErZeoGO@q^Tc_AFax!wsvy zZIHD;akxJv$LI1Dk26Ozzkm6nqUf+^bLmfWlWjYmO9&XO6pcKmWw>e6b2%~RUEBRn zAIZI^>$qv7u_OpuC+@adH2eOY?u4|GuO^n#7>Ctx>V@O67cTzZwD#Q!(Wl~qx)K7< zr38O$T32T8(pykg8xhwUm5}k?s5ddW$=)VXLp^A_QtBDa^7kJSj~)$H+v2}{Q_7`N z>38qOoz$|H7Y*3IF-`Z5lbV{>-kmloQWlCr&tH zJ!y>VfgORGM;tb-4cxUcSba@`hEnlS^}-{nwfBw|oH^*CAYv*8%q4(_l345>)zoAA zT$E%iWr2;nfUBxP+*!?v7dmmrc6+Ew*F1mF@Znw7`D5YRR^=Vs>bY9nalNdM#+r=F zC#&vU4%xKorwrC@(>jOEiorYA1@77Gucl(XM#@4CHj=>@%K`UIA_1FaLpI9VD`3Oa zASquJY9L*2L|>zw6*^(q06 zZSt1uL=0C6nXeNxSu3P32aJ`(v#y=^wQsexxW7aOLdhbuxC_*4Xb{ zZ>p;3cS57^<<*jBr!&rM3|x;5+#u<&LdaSg~#pV|_t%2R^nv z+pRsYYm1iEv;6j|-1f?x*0Qw5qS&geP+YV}dZ3N%JMB$!;*waboREMRjFA_?{?y%) z<8!?->SaUX`}!nSMafpS_Of!2YewkDD5 zVa3cIs;IykA;DD`>?swD_fx@46HNR!DDf*4^8w^pZmRV?QDnO*)lewmBUBT7i8WNp z8S9vyXrCM?p>$=@21+PR;pLv1>0d?i%$2HqE_SDX9l(2$8>0L2Z5o5GH-_CIHH3|I z7LF4uD4j*5mTXdM=2&+DW2lnZPiRScPw+ic8-ArF>2_zzgSznZ6(J9X%3UXV3mBtq z6GKhZ!G_6!#)*M?YG1{851!P48*R%QY0sk&3t8j_)<{`To>}hit?8yKQcdKttv45W zo~Q`AQyHdP8S$ zA7lgGt_c0II>lmpzRTeP*TZ?vCyM-T)g^pt#W{8qdbGqF>mOKgKn~~~##-Ew4!1m4 znqbRDC?tMSo_i29M>wF)*)L-Y%uL6eGw=}1l6JktC zqJ9=f{45InoaLpP<)M@A_OQ_ZiTBF`t0C;EHG;kmg)_~S^7#DjOm)bM-a_ZLT)XP{ zpRMUu;l>xvuYqrFhP|Ik7C3FM4ZTKi7(qTzqY1+Zb~+2N_^9t zpjR7lzdrJQOX9Phq921*jw6kJLv?-~ILn5FS2fYk>SA8hM?bHPdR`N$R~7cCI{Z#m z@YR;2N8JU6Lv^8}4T=5bA=J(+BF-Y;?nKyY*<^F&(R!ER)|A1zgyF`7;l}u(#`xjJ zgrSDGp=F3R+>|g_A2nDT(Np3S_fs?S>){lu^Epn}OMIVq6}k-6xObHpb(MT<&e5$+ zxs8v~EQ~mqA9}DjPJ5^ePbK$J$^EpkVfy$oKI5~qaTaatZ{-<>KEa_+uxS&2@!4N? z#$P6l#bU5n3^rdnV{#bGznP6wQ&Wq4#=gj5vzPnMXmlE#Mq`l4zB^Bo84*!ccWp07txrCbXmY(vqewUy)@+573ewMvlcE)FCbOx1786pw~ zS{wUo%KOR+x^ogb(<6Fv6NtHq-8u2y*~`)yzv+w*&U$iU`toCYa-uqt0^4GJ+hRQm ze?IiwjkQyT;*UdB51{IMn1+XN<724dA!vArZPOKPdxWjO0oUDtt8ajYYoPuzXgCit zwnARgP{cY+$8~J4HfXypNOwMqmc3abd|4`U;#PUi7n(2Tn=j&R=ZmcuOB~Q@M_#?l zRM=(WZJ2l&B3=jdpKF!^jCV>4Bo_YsQ=mN%T%#5kn!Y|C6rNq3SCX)LODf)zD z>n`~mBpw3|D)8W8XyOJK*ApppIr<)xD+2PB8X||G^c8gc`lUHtr5{&-TnINUlr<_-^OaR9kVmOP>gdCbr zyEb97zWoGX87gvf9xvhymU3RBg`atN6JD7GuhN!Bus}a*u>M^{oa%_$>zOO=K_x~xl%gfQ>rQZ0HcovPx7^%=$W!V8$e*PIXmJ4-+|~eN&_X4ta$0 zugpf${~e$GCyqvDk5kyxvH$1Fv;V@*_*WQI3X3|%r1IGrgFeY-F`3MNwVsWSj&*nR zbaW9bDjO@Sng)kP`uYd{Klv=@-}C?D;jkGT_B5Nt=CEkfQ*0)!dy;}*W@nj`l%z>= z0*xF)Cx_F?fi$uYjqEc?b{`+H8Xx&V9r;8V)*+4DBn{sl8_}B}eV8PFnk0XkAb+A# z-cumQ> zVi!)aOJ_Lc%is*p;b%6MaM(r5L5{gBW-gPF$)d+G=+Sik;{?#D-gK(ht-ngf)h=+#=2*BnPTAjhM($h(pN=i7XUJR!AEM27qYFfIfw&COnwIO& znz{U3$Hv8f@*Arbmf6|-RPG!*d5-nB>@0Ma;XOlloSC%cQ?p5H{^j_0&iHF4MTbSv zVNi7Fq`Q-&muREsCWntxhjxt*?id?XC--k7^{yxPt{EFpC-?6i>EAv=)EI8w-&4Js z*dj@66X|NjbhiAhIRmY=P*W9Xtl+b=x>8VwhiZzTDjX=!0~L8tMJ`mF0rHYyTs(}6 zgEB(-d6@BDP`oD;?*YYmKyfZ`j1v^?2*o->v5ru*Efi@BqU=DF9UNf|hyQ{?Euiq< zP_!+Gu>o<8*kpIb4BuUuzDICDH)>M9RA-o1r&%=?Ml;wPzHd*X4)?bHpFbT)lz~ao z0G(LR9O&q-uVqk&`+_V<_ByQJk0zfTrCnCxoKl=Qzn*nbV|?dv`p*0F_kPS=`!Ijw z)7)Xb#e>fmkG`5c_i65x1O4f*0Hv+@+t&AC8{2l~7B3yyYN zZ!d0a44PlG7@s=%*>G6v+|aE@9oKYgZa?fbH46}ub_Bp2!dOF)Jp^0Bzzu?20b~O~ zwh*vg4r%1?D&F=CF zZv1Xdc>FBqzyWhX!B+shhTsnXG6Rq~1RDe3s;HQ)rDY)?WC20WFzf;#UkHkTVOI?H z3jnqfQY}V5N^~E55X3$OkPZYrfWZX-E>0BwMP5(I64;SDgf z9zZGpY=WSz{LDsZ1qPDFz~TVtAJ`oC?&8x;tBwJ14}x_e_zeVoh4??CI|N)I*dNA* z!LT0$`2xrrzz)lijGqDY0f5&4(gV;d0J{mpeiD!o1V4hH3lMxAhHnCJ34n_LXaaBu zfc+4(8-lk(uo?um^7ACYCIGep=rjx&hyx25*isU*6vr3|gRi3Cs~Gqs4ZV zk`}xmD|k^s=$xX+0V%=F0+>}0q>91p6BE!{A$USs;D9Lhpb%Cai`fXn8)0Y@1Z{%h z?J#sy7<*ez;O$BgOF>aLtW1cMO4{b5g!6Y>9=#tnwx&9IkiY+KK6$xNS}p~KVjfHY~9j%#l!^nR56u#VULnDX2(^^HmTJCoekCi&N2 z5MLNgeYczb^a}}3LrdzpNySJU4$Ub?b1He6<>T6S#}0vseOMwEt_Lt4K#gK>>uR`1 zO}Js5cq$C4SIgm6NEOS=<5#c6uU%WRLZVn&q;Q33v66hnj*TU1Dj6%q8h5X0*|oY* zK_p8~2&XJrx>q$%Yd_)f?V2~w%f7s63GpZQ6D!i=S~D`63ks;?l-8E||BlzCf6xDP zCMWoB@t70z;l6=CfBrOAR>wKJ)+HzR=46i)=QC=`CUX<$S#fi%cY!bE(5QZ|dLLEZL{Y%7# zrB(vcUW&97BCW+}TM1g9i_~XuYci3_WCS0DwiP2Cc(gtnZOGxZ7NX^GXubzG#RyF? zMKbM>bSpIYKG);?qTxF3d%*n$Eq%mrjg+|dhmjyXG|mLgbwkSIc+Ew;_EKJFIoi{} z8))IRmLhdIXnhu1lZ4i$@oE!!gg~^+A1x2!W?S)a_PmtOsNZ?ic{A#Lm>a5%2H!$M zZXv(7@{;tC3=<^oHJbPy&Hl-+hl|%iqaLA=+Po}NG~Wru`|~QIk@6I7MLM@Ek((E` zm=U-bZocTL&-K#d`o7@0+*v;)D zFyJOw@Crhasse5;4oR|K@YY>&zB&JM@7(8|i=MZ6NfvW9SLfbKFMX3+cqcml3e20R zBEc`v==WUfeT#-L@(nxp7G5v_i$4Xq-kM9^$GMIhQP2H|=OM29z9o;ti{4sGerJ~g zuW&=|Ec#ts@HxHcb9Tx1^sLw6dB3xZfmi1|G-vJi&eFU~;kVcv;YRc_^hUh+4td)5ZwF6V;KEwegd+@zl!5$=VoNeKNfQ`Ha?_WwR`g-I>Sk%;$6$aJmbb%YlvTP8_?VfYVhxMJ#5v5BN-;>g)tznOercBUsi)r(yaN6!oG8_%D9riIB^)j09HX)imFTH-K z^xU4Z{hL!)U~*OnM@b6B$ziLH?9JS+8oW{@Zp+%XhqtRw?Z$7B%3Lkjbmv;S){&xX zT48F6*3uZhP@^blEF<(r9IGb^{obG$a^{%Db~X0{8vciO*=zh31i+$30tg@bXdF6e5J6Bl6d5S?cQptQG3-> z_H2pSxFTkgoS(8})OMu+)m4rPA_(fB=H`%>z@wZ&)D zV|J}`+aPPPTJ)oWh|MM$yUlXe8>ODh2|ke)x+94RyM5pL>Mh4(M}BK)_+PymefwsO z*~ik4x<$|L#hurBD=DZg0A8$>CuSEFxp^5V$$VWW<9qFDTS$!UQO%TRPothb(U%tr zJ$E|&x&C_v8C`L#o{WHx<{_88``)jSbv?Mp@7k&CC(oi!owZtl3Ev>&u}aKRX+^cI zRlU8N^TyRqYv80y$3oAYHd0#gOiJ*Tw4kn-zzb=N_i4?x@c72a#1eb=&cxK_fWRDs zcb%TDd6zFn9o(I8>2!tuNAEovai>m29zB4&t6l!-NBuWrFSQMcXEn2)KJ`9wAnw66 zCv_!5dC`xnM9h?>LeCuQi%U#oad&EPwqf`}zg% z^@^_YBEegfbIu;GynQxfud27AsLyI~*L9KsYAX|ush3&ZTf)>g$ z;Rm+)sHymDk$2x9>$q0TN>RXSm0;xVbxB7yB_2}o*&q_PYen9vtx@}xBMxo$-nPbS zorJ|25q)Xww^hQwlqF2oNqX;E>%LvyalN$DI-xJJ@NFTCjuhsTqWG^3vX7+&Zi~T2 zN>Wbh>)tAeeOWDHqAX#iDxLN4LiJ~z?A!Z2H;G4Ts{8L%b=)ZaV~wDNvWSI>nE6I& zH;vUlRV2T!6SvwdW4>ATp|qgsKK0-$7hbFoHd2x_QI(6ndeZmAuAs9!3Z7lWKRX|< zshV+eN7Sx$zvN&WS>UZ8=pYM1wg`J~6MHQKKN5$piDJ%*KxaiT=S4AB#o#l-n0Lww zH)Ms=jo;gyIQT*Wyj}@qJkt)*++!pJ0=LSA>{|C$0%N~H)EYgo(@fOSTj@8 zGi?4&vHs^|4?^xUuzAqkd zE>5V<4#h>grv+Hqy}PF>DJ%+roB&1^hU5jH@Ap-6-7l2}Ja1DCBNq>b+eS(nb9&% zXDqGKoLu;Jpzy~;dorV^l-6A^Ni3wcrji>YC`~bAP0_;y>wet3zC44$Qd4rHH>K9Q zC--H2sAhBAqrqzbk%s6loQub&oA0k{-afo%hk~qvAfzaO-6jpcJtY$LSuDduFvSo` z`2nRHVY5wyQ@&!;jb$=T6|+qh(v4TuM?7JVR5FKZXaj`FK0JG*a=a<3Ir3h)+p+q{ zM}uXa&U|twjzTP+ z7$|29mv`qm6}xERtW|R@<+3c~GR$St%~#|*Y%TRVQ4w^tBKUD-#M|0L6TPrE1b6g?x>&7U}4uS>&TIXu~} z3V}5+=GaQi&(osGMr-pOb{9CEstD3;PWw@tU|1ddy(;Sci^DP+65!1t5N@DY>3^~= z@@iH1&FV1iy2wWjanG8PUN)t?ZB75wmj1OZ{ZmVtL2J4}OY+Oc1l{J8mn~^;n^Rsj zB)J6@~#PpW>j#l}$ zq`mTeDrJ2|pgio^cvljsBYmhfb)+qQq%D28IeEA#ez-AaxFKw?Ca|y4pIGYIo^9Ef zV%VBx*_mhGneWh?VcC#k+>rLECHr$}c)=r;%XCKMpObKpF@N13sY7Tae(>Z0g6?pA{Q_n$-FQNJ;aP?iN`Yu$b4K+M~>uzH!&Ow#u z;Myyo{*FNXO>Emk@u5#DeQ#F|>Pz;%k)jw%Q-4TO420^mFg^Mk7(o|ja^5di*zg(y zkUD3y*7;9s5K?75>UnR}YX9gf!GZf=-~nb(8}5GqPySdn>%NutRdC`hU>E?#JHRx6 zSRWzA2blFukYy-LeGf>VWoKh`m+-%rip>@>UM$4io$)?CYpcxuDAIKrFkCg!vKPF9 zdw(*{A~D++eOE4dNpYR!X1@zF9s=@d4Cx%8>Iiad)aC;(EJfa32t7aRwug_~+zo;N|Q9jen)cd0 z7jt$#=1kvXxq>Z%AuBNC-|JYxyJ%h~SpF9oA$M7!k7(}a>82X&p9*M(7MlNrm-PTm zz0Qk2&xuEZs+{oO8+6lcHA``afcnN zGh6U`s@!L`IeU7jl{4DMCJl2)!~fx({X@|Hb713t*k_b~d1wFXI~yl6sr()^=HKJ| zdoACd^7jU0<^;d;j7gj1Fqwag2>*5wPEscadWU*@2gfJJtE!s@2Zww6{>{$*J^!0w zv*~Qs6pQaL(x#?Z%*n0^a`7ZNmqyN@QIaM}aWrx?jT|;f@|z@k&`9nyvg_E0Ic4}G zW#l<&_%>EjLz>fd!@P5Lq>{pkD+ zrqiOB^duG|d6}JMvY9!{nT>@UR>?G{begZ8{Zo0itf3YC4Q%AFayiU279)j8Ph`@g znY3^wErLZ4r%wb;QvD~#y(cLy|rh#|MTs_Vh`1cS9W=psgKrbb_`vsG$xt z)?u3K1zQ?~JDQc7s--INfRKkFWWnWGP)Q2FMZ?*lPcW5&!f zLuMF0vkdP!y8HB`{nUgdhx&y{dCD4lz#`vek?+$D}9<(T$*(Amh}_Il7(#|LN4RiLQ~)Db{E z0W_3BwIxtZAyi!eRpbLgHiSg9?Fg3L&=N~kQxXQec*TxD8Unsb%n$2K)5Z4 zw1*<>K!hy_w}!%g!C{tAhy@gE4ux96Ar^3mITUHlx6h*NK)j1=vd5N8uLFfa*UIDd zD^tE#r&`wK29w6AWd4x)JO3L#v?r1JY2!pjZ#8SEdHxTN+<JBOy6^NX79Zvtyk!EL-d9b_mSn2vHyZ?bg$0m{H^N= z@?zabj&>fuRHt#Q{?yIkXP?;S77L+%(^kJ&hCexq~{EI1h#+s+4SONq{^0`05*WY8wh?2zz>KoJ^h5B z_WleM|cT19OD9>efG03Hg!m&62j!5B>l zItjoL0MsFP8-O=0!?LvySPw(07`}bB4uJI#*n)wTu#h4KBL~A+03PhwnDFhEw#te# z0D1=asgG~?Xbe~b*b|0rA;@ldZI+3l3xI3^^bYW|8Fe7=a9Mf#07I@K;0MgV`xOl4 z9E`mIK-f{uz>~*qHmLkkS2I|vcnJd^fS~OFr~`QWvUIkY&(7fMLXf^J^g;@HD+&xm zpbx_EOCjjF2+)%R59P3zqy)621y4w0Pp=d@CMUE-5LSZWl@PQ=0DC}EKx>7-VM**x z5sZeYz*a%562$+i3JkA@;XQ(wqk;n3f&$JWYjRIKY&Q4o4^CuNHP3eS&$bac_-am6 z%GeJp>g%tA2Tzw`gwr74&u4{@D?f-5m_YnrhcSSxAjllTe1tL20dQB{iGTGY&A>Rp zz_h|Yu06Z7DYc|JG9~`)_uwOLFA*d2SxiC}>LG{8AK?2GYz(fL&E-F&6QYJ%A8n3KCP+nEOYGsLxc!{idx$?^N zl|uM!>k}j;GvoxCcPsYnU)!poh*K2GSCVc%w?F5^p32ACt%e^9Up{U0_4xCLTWVxi z78cf8h%1Ya`FD8Z|9eBBP0|@m4rgk5db+2dxG=Mj5geH3>(-r}M5-*FXsVm)>R`9k zO}Ev}b+pX(buLhbxnm^maPQJkCwHWCVW4fUr(vnL2_@Dctp!MVEP@X~iv7^!AKc&v zNX%;_N)Pe5z;n{zn#gcJ0iFTieFDf=VVUkT@v_iYf5b7Y0LPYx;(6%D9G6ro* zL2IJXs!+7lgWrZ$6M^JfpaI8u=Ax*XJZhtk*lHqnCwb|=(2i2xXeT;0#3Og3qaD1i za$avKueXdxB=81mkU3^Z3R0iOhi=3gw6%a+ zo%W}#n4jO6_8W=*h=xDsM!s75y%+f)g1iRYmjL}Lg#28In5uJqZX+o_(CS3AHig%a z%WJFRbyXofRY+$U+Jfh`P zzjLVnX~bnG>UWkKas%R%hMJ!yynw=(6SUH)&@@5=a9f>hS3PMpr%2KrHqWOV^&l`|57hXjQFX<=O{W9wFaOvyX zrH_(G@+Y)90u9we{k6F`e_m}CQkA!q6^LXyEIMf~Ssa`Hwq@oCX71NPB>2g^&AItc zTbF()FT4PA@1Vu67{q$x(yuLxzjiE{$S;0_mcC-R#sY|$z@oL>lE*>B^Vm|zMI=(2 z8*v|vxXVrYh@==T#p!e7UoFMFT8h*~!XI+O9&y7TaU*q?qMt2AJzfldv=IDkAy{YL zUwby_@r?i7S+5&24kxF7Yp{%!=x?Pa^aLiJ!DA1>*d0u-CZ<6R>bWY|sV9-639_!s zBt6{`a%X$g{UcVI8$RridbCAqk39D1I>CeM1U1)7K0Chh@@COgE8X!@Ut;R-feh>Z zEW4pxr{Qdep?tStoEHTjI9%vHl;<>B=teH_8!hk{!MTp&oJj?)qyo2bLJ+CMn~%)! z{v^E5SXm&c$aAbTfKuj9F7_HL4Wi(KDEL51Ng%BzhFTdhP6!#V2;+0KvH)sT1idzn zf3PB)RvSxiOrTRj1+0!dPDd^urFGz@i6v9r#f;`Gc1Iqo zJ&(f|%}ST=mBVVuVYM$awe}oVX92sbklD=dR%5p1Fq+aCe5jZ450z^#q&4QyYLZ!v zsZ72cm(FU=m~F!`$`e^NNpt=6vjdGYLrv3t_0z=ax!$_jj*6L9{A@?rOb33ht8$^Q zak{N!wmO+p5HMRDJBVydKg zR|I3Cx~ky%l{fOzHz06V2>V4^|(CJ5<^VI9`U#_ieWzCk8fO(kT@8rO9~LEF}( z9#gB-zEG=um2l%&(edrUN)o{vS9+|GvX=qgE8(D3g7{tQsCFuO}}u= zWi4ECVOQ=c4Kqa{TP4ZQ3c@xUoIBb^vwnplaw3wc%e9+Ykc83ps+otSx=49%l zr>+MN=e>PObhobf^dkN8+4mCgXL%ugd9j+HP=dGL_w}p4tXmm;>ss9NS3a62{4|fa z9N2BXMLA7dC*j`H=Q0xagfS0AVDnvSZU^^RZBw(~w?FIMtN43&Qma!?_ymxgtI5POeVH*Vybw(ro{`JpFat|d0w8h{@;zG~FLExoxEz$8M?tZyHepP!1 zcgH0q+`LQp{GssSy^Jdls(zZb**h0Jd(mcTTmSuM{(~pD2YMxXZ*s3)4BWZlmx562 zh2x!`ZaEL``0rQyxklorf{6XWT^XMZLmxlw&CKga$_l!4Bl*F@)Tht!2A_R*??}9G zqQTg>-NMRexB5>>;IdlEakb1F3Cvpw%$F6wR7F1g>Xo=#k1R9}yY1iQv0XV_eO=;# zZP}*|;Vv8{8tRw7f0=RXV#E%mn8W-0_Z$j4v9I*y)A}zTa&KMDyKy1$^uhS!heG%5 zvs)wSwNWAe+PTsPH}fu^sMEQgb#P0-dbz}-dlC<9H3O%q3yWD|sO!Wy$*z z0yo4l9~6acH!0|^5H?&Z{#8-pjhv9}R)s>H%Y`qlBwgGUcwm#|da;0AtG=(p*lm%u z-MrF6W8E)R>30g4FKa{`cdT;Uy;^^bnA@oXLFbO^$qMSr3iuq`6?yTv^G;=tJ<3Vf z4kzC_oP6VO#@#cqXLknfSskn<6QnHUvJyn>kPO@*^->Dfk$`T9LT5#wQzFngQTV0= z=DY~}VvWo#8PV|P+SbSR=t%+tMS=9Y7sHP3F%kw|8zh6&6hBJ|*lw1#(@@U7blO}B z@>(tAw*ojyfNui8Oc=Hj!+6MGeWc)UdAR!K-a+$QL_^K?&j*HmUXEpXP|6c0TT19% zRm}b-W?%gPA#%JvbG)f|xFT%`A3d1uMvOP^iTl@~) zEhULHxnU)V-nrrSekM<~k8i%Ix%sQ^ann~PE#GLlf83j9cfK<6d5-JF^xu2@^(DWY z!aO}F@#(Cz*UODHVYgb7J~l+ZYD)f0s)-^sB#u`44i=gZm)O$V0`ShKEKXruZwecq zz*L1@9xS!!FLoFtc#hPDjxL2a zRCgM^)^m*TgH-1|HQG$?tDNY{ne5CPZ%ZOKM39@pCK>~Vaqk+#cCDJ`0N=446COXq-14Xof0_I@JL{r3IsXetl zj@q5a=&K+%rT3Tm58wm4aaJ7}pF0xtnnKQv)cR6;%g4G3hnuoS+w;bW1@wV()=*hT zrcq76o%YP1qcvfq)^t*9D!C~b(c^&i^jW( zCi=_hBbD^Nf{x7ZiC^TR^g-Tlg<==gTpPulU$Xhuas^Jxcn^(ShrM{8n-yWt2q7=a zLiFp?t?HAF0>5aT*(fC~h!Mg7AsChw6CqJ*O@O-@?-~To);Bmh1!yNa!*)Df-UG8K#-%5435NmNH z{?~yBlifj|x24%?HRsweCI%UdiP;(EKvQ{jqEkhjIU(M(BHp|#>RVaFr>YpklJHMO z!TJei2hFcbUfU*cL;+G40S3o};=ak|*r^w~o+=G^P#5#QG~{J-x@DHrZG9~nr^l=9 z9!Q3LUSI5Wq&nhCUCh0j$a{6s+I2Dan-ZTjB)n)&ddIiVQa`n2e(A{i(wgD%BSYp>%VAoM# z*Ine+Q|#GO?9qX9Y|gfB%(kgdF|LaHP?!8J(nS4%8u)ZZ$m!_{zmKYs=DRCXevc3v z$3}Z6DSs=^`0R`^L1EGOt!MOc66^n}Ir|qfW77U9KI5xre0IjKJmX*a$2*&uo?he| zstas3oBz+(lQbHQJ~>GrB~jWt`zq?&(u*p+!V;XUY=Z+rvh#|6+y775nXQMnXGB72 zZPTAWf9hM>@C|KKGc&U@GfX;z@3$}+w24X5;BbFi+h9}OV0Bp^KCdS)@vn5&lb6(2 zl-ggEHc*(_Uzps7OX$ss?#>KvPYG^M3}}nfaQokVzv}Lfy$}sLSTy+ns zyaiX^hN`up`bXHZvl#pd2!9f;xdsM5$qyQDm~h=o_uM`HTWQQhaol(%<-0u9OqpT2 zmTmwK+yk{ou(iiUo32T=Xs_#hwXx~R2BQA9%5yS)V!%rZbY6gmp24H9;L+DG=^5z1 z2aOp>(>@7s%;jes*U${0$;W{96wvhn?Jc0b22|tq3)x0Uh0_wjkz3`A;H{7{8>H9@ z$v5LhJz)GixYQoVYjfb1zCz1hB1QNAWS{&KznK>-j<^HvFU;HrnDt(8&O;L^__b7I zvzY#co1%xLJYqZSr`uil)8LE}OnA6wNb*Hq!g(a}91?b(8+>Zs{ot&l`jn{>`-cSS z5tuMj;T7EBl|129y+Lc<@dz*f6kX@x4x#y5(F_SR8k)1l3|xlC9z!#h7`7!?j6TdO z`^+nN#7jPo#%)IvcJSi%@|~&ZV<`SR+LMXYd(W5to-Z|9$a%RKeQ7cD$h7~V#ZawT z$L$j@RpxRGxD8Gy?majC{!;8sZq(JK*sF^%*A`>0BB?suln1k(2Nr!a(e#H4o_m&} z@9~Piaf=MmGE-i$5t{P`DR|4x(m~Viqv8AK-8N2n?wJWXIg@y6E?^JaRBSQ$2vT5( z6#qg?9ndmIUa2iwY=RVgLb6^jrQTXdy)cLWu$2F5K5Fk$-1ddU?MsPj^I7-cL&gn6`3|$=?>~F*F9|KoebBV z)4^Iy*S(X*@-rSgrvs17#-5*xIootquy`~48-tD30Mn7X=)q^{-dc>%%Z%`wbk7SD zKR45V%Kk|?$4$A4CY<{dca|5W#m8sy*LgA5(D>^}+)X6*DiU*U#%=wy-=3vx?J1wL z$bZpQD}T4lW;~OT#E)%cWO7(JQ=EK$ zyBWK9n!otzDZ(`0K_dX8KwQ7@X&T=|E1BkpH|Db$IV?s7iX{QHsuMFWXl1gur3HL_v7skp?PgI|nY`nnkxIfkRa%#X}mKr$E z!p(CC3o~_#(>04z<%=`bi+qEu`7bP6*3Fuhw~;&7j4Vera_75|g&yug7r*{&wrSZo ztLKBWndQE->C%O%l12XF<~bSj?C3dG#2h1fmfcM?KWh2({Mn3(lIVKyx*`+;j$N@t_6|YDz$D38=sULM|ZW!bRy2E)nF#L)oz) zI|^imgY*!P5e%pKL5ZFq&KZhvg(4iGa9ch#3$q5H)*$pZpO=N2L&2s{kO?Nx6bdqh zLQUZ?b2!uzin4(d9HmlS)~CDg%@4X#5%;Dn)}T7Yv@YGJudlzqZ=k=gpV(6MfB0OW zQpw|ELrnTGi$$KDr7iuL!~OakwSP^lig4Cy;anNGY857qXR$Q-?EhQ4-MGzpmb>eKb!s^jtfA`Bp&zRa+6@6~xl`TB`rV>#pQ zykKcV-lo}yT|FkhpStw|_1v9m*)0UoO%0bHb{qeU-l*ilcabor5NrbRF^Urey93}3 z@dYJE09+v80>O@e-|F=R02@fOO84Vf9$~Dhoz~gS9v$Tj4>Q_3nRN}EypqY-bY?!D zQCvi^vG3D;o~Nc^4`B=;@D}hh5?{m6CkQrN4sZMb!Fn)87Xmr}yn=us#E)|{f}nR0 z@RE~l{qZU8^0|lnY)0q`0OtX83nR=#%z zR3M-PfC>a{!a(aW@LG(33=D|^a6nNe)kg2pMup1&*h{T=g~jLt@D2h$0kDUG4Fvuo zLQ{U8AwR>=VmZ|D5dJtH3J(Vcqa_ql)_w+gfEFe4@KaYqL98Q^jrjbCJNt|!rYL8 zFG>p@mlQZ6C2&kmP(uQ{8Uw9_fINUV@Vzsv)(XMHG6H)g1$Rpbs0j(Ez_2n5Heet% zEPO}=b5js&3Z!bEe4lFXonta)X%n*}WCo#Wz}~mz-t%gWlX$T;g(6ZJ!eTKHHWK0| zH~Ij+TjvJzyU&aO^lLdt^BVx>0s^)o5{8h7oy_{+gXiOJJ;#|jwx{GZr4>|1rQs}G z%Pd_g9sFx7oSLub%s2-lrFBR}9a`VM=%2Lc8H*<5PhPy#E)Ca-z~vAoAAoWJs73;+ zkcKk_;Wz-|Ffe|tT)dP}hMYu!f(%}1Ri*MOoQz0?%E~+i;p(01YPPQ{S|e1lTA)fr zs6s`ua+7?)8p+(X0@X)V>u;Vcx~^67@J62Q!#Xd|KY#w_WF z^Iv9yPUlQb&CbqEO>zGG`BRaZmt<$toEFGn(re&God}Vs zjt;bN+X+ZBj$4<`tx4e#B9Rh*q%@q@T#PgqAhkKXt_rlLn%9X(>$7-`xoA-kFZnwf zrh_^hN9^`;-@x4Gfcpx|eFe}Tim3A$B;*a6BztcpgG5Bv9`YsOLE} z?JFAph8KDtNqC1u>7prbd6^&4R0Cf6M_#r$THuP51|rqT+~y*rAPmX&=O#JMIX~n^ zf91xSEd}eNiN6=V@8m}$V!~UQnUq9lY%tnuDIS+HT_bURib9hB#<)oVKw& zbUD7KIDwbA5qFX3`<&<}oVZU*zIWKU&dZ4=tHBSKT+b|6Y@0XJqJP;y|E$I|Ql2wj z$23)6u+&<#*}MGv_ELoYa>kFPxKFH@53IzmtkCzYKL+!@kLKL2GOcwP-`CB)6`Fho z22O#Vov7a9n4uSft@ltxSK-uiP{J+ILX)epFRyr>Q*%A0_-dQPSvCIan?(<+@*P?) zcvnaIik5J$iyo!SuRp_aB*$e4Yd@0hIGpV~lIJl}@Ou>JF_LXRmhVX{^&81`A{KfR z3p_{j-HCHJXIAwSsp^F zi6&L?0vk!y5#+iUN_{+~F^*gpL*`{Rrc+zfXF9TJo%uX=)|SO26w^BkX?PsHGmqAh zNA1jEbQRL^g^ccEW`6~*-K?vShA*IX70h*)(0R3G1=O~+G({fvDy9<(d4P;iKqurg zI`f$wIShOrv%8Q%z|p&SS&mFX5ihV2pGWV^p|xjITQhn4J;iiF39UVM4v*u-MYd$j zHY8AanTaUzFIDRPW z@XnCU8fkkq+MZslIlUFTfj?!PK(Mk9cHjEQO|l6agq_5Il?eP!2)q@=ycXrZCWtzX zfvyX}rmB+W%3=;0QXx9(Ulk=ULBLE+spkGITUEu!eBh%f`l~qnSrm3ulZ-i_9kolt zO-aO7TI{DBCStRKi>#2pBFH|V*7iZK*Uo6r-gwB!uyCJdh@w!4ib#;6h@A)&EGJNT zP^0JS(Yk#KlePx5s`6&5Us-1ld8qM+tmng>+Y_)?!%ju$wFKX58Gc($Su-_>Pb%Vu z$}%>)x7q0GI3GT0wquLusdEnd5C70m%YAXL-Qh?5H^bx;d)!n+Y}SjvRTL|7bZria zHrue_lZvRNmU`k#y^!-4!meD3y>>nQ;oZ>7m%I-je<>#LL>OZrDf~-QE%?+4>n)l- z2M^}xzxO?GDE`2&e!uyf0Q{50mwsX-6- zx-UirkDpY$d6RSPme)ENdl|??O6ZH6wABWM+E0c_x39bv0G@|*a=x21gvXNGyV~MX zq8~hsJAWbS_SK^AU+t9@i(eTw{IrWcqT{Y8U@Hw7OMv$x;EfRYBrj&USv~cIeyyvQ z&3@h5A5KvhuX}D$`mHXKab$PqQJt7A3VD|f7d*P0c6!h6%~JNN{FVwLA$xXtZIcVx zu_0#v=Ggt}0oux5TNFIEsN_Gq(qU=ZXlB-8`YGq`*`{~*YoFg3^7ZR?amhQj+eQHP zkVNMn+f;hTaT5`X)$ogu@cx#G#Yf9R!7jxPyoqlD1 z-tEJAxAteA+ikO6?5za+MV8M(ncr1I%0fxxo1EZ%A&j96zk{}_rG}iXhTLy$Rac*%jtZDR5JQSwrcetWcER9fw1^-bp|oWchH0k76#J{>~5l)Fpg3N|?)H z%oRmlcB(`j-EAq2@>AvWmx5hHVGDl9MHDy+!=`A+PX-QGMyGBP#_Q?!ebH@wy>-Cj z2^kkKSsF|3C?R*2&-OJ^2U;n;jWdHCQ=OG#HCZDiQNvib-uUl5@!$HAEqZf320Cg7 zvSSA_BRUJCT8onY_m`six%s)d`L${@#{B&J($dme-`V0nWoHZ~gUNd>c$PFiGTPhO z-(J_(TE$~$bp`l3TvuH_p(d}hGON8JwWTDn0T*4J6_OQbmE!*)HRxkX@R#J^FWF(A zf=muYTOF>BF~t48lj*QO5OK*Hxu<8w&( z911?0+>t)pmBsAMpcCSlgd}Ry@9CU<3)5(e*xnX-s5AaTTkMJY(4&3%rX%%XqqTp+jjvqTD4``ICd-eOgunqs z*zBrgiivdgPk}Tup>%VhG-Gt~XH?o(DCsj4@(N^FNtJl$mU*1bx7W?G)GBb?-Wq|QuynrTm_S#R#oo*XND(%U-UGc~Szhbz5EePyGq z86&M}JmYLFs*!*-ZcTnO-V`y>kv7quPHamXZHk-h%B2(AsAHWoBW=?|O{C#Q(qPS0 zU)fY|*;HRCX|QT`teQIBG+GzZ9DBDW@MJ^iv6{fW6+YS(-rGt%RD$%;K`;3-e@Ww< zl#|UB(tqic_*^XwxKSQ_zc^U0F7Zb<&NbTfyrvLJ7~&H|ql8c>aX$2VS@F&C!ln;2 z6MpWFGvAr=ODDxfC*A&Fyt$UYfqa7TCikaGm)4;io@tcFJ}L@&UJ&p!@Arc|pZhsp zcXPb%V%=|MyWdE2JQw@(V4T(7C?m~)cM1(@U&xbPlVd&8#Nmm7&W5xy36sgvcm%fPd(Xqi%li|N9v<5wj|!|NPXOz^0Yn0pe4beIl-Vg z=}l|uhqm-j9hsl;*l+l(FI^cQI+I?N|Gv@^{j@9VJs$hMBlT@t^1J55clFUPDueEp z`(3CFyxfziKT`dBsKT!s`>hB237=^)Q5QB=WLEL}XpXH~@H=^bea#H#6NEg|fim}= zBImVn=_zvSE_5Rly7d%$bmqCV=QyH&DOlLHHgNb{#!TW4Vf`ZVNhr2G%|fH zv+>_$XR{1CmBIK=?2Ng_&L}*1#$#t=<7@1!xhtcj)-@>l+v`{EuAZ@Jxi+r1ynBV8am%*a5?rF{ocEQ0W!8 z@+!LOI%s%^X?lbyIR#32&A(8`O}OwR3jax(;=6O&No(3hmGnz#`qz4j{Z^8l7S&pl z{8f17D;T*4*KP&n8lX@Ozp{_d!F?0p%M!^A(ylfQGJt zw&PI0zUq9?4yL;@%X2%+a}UdX(}MH*`S|`FGpWmP1Iv2JzGutxES)7X|tDREKhj_&3@op zO+1BEzD4THxDB>{8*R9CCP?`UZt;0;!677PBRd(z356+!aPLvntUj3clIQ7W`A@j% zr@8UlxpCUusGUfJHamFTO2T<$Ae-Bs%q})sNxrd|`Iue)eI@?FQpka&@Z+qo3oB7q zS#EpT>5sWJ#;XPTE16GL;%+R5pInZ(uo8Qdop5s{?($OHwbi8iEUyDAktf(OCs;l^ zIPsU+X^%MBui4qJSL3g*#$7@Zudw4Ttw!x%2~e1Kkzm-1(>>*xwnEf5V99?6C)bpd z|ASNbi(6`s6j&gcuh1nVw_>8vJST1q_53Q%2&*t`_GZ82VZF+zp>70ob5 z%{xGIj$pwBo^yeiZZO@QpW!Y-^AM-~Rv_C-cHThsTt^KXz>~%TGxqDKPMc=zH&9)+ zGJFq_f3BxkD9-umvOP6+3AV@)PpuTL7O1*&PkIrUga5?K0{_wsZ2WK-$cPhn$O7@_Vy{MEx+H5p^Hikh6_KHLSVnd1l2w8rnSb9}|rS(U`mx#}q0h zk}}~(BDzr~+(<;bsqxRm(c7aVM}~*Bhle$XhqU_o6}$W3?j9K5h3dkCZh~+RL5_eI z?rP=lXhgR+KrPh}&zvd)HASE%530_9YcfPj6NPd@K~5khFGM6aP@uqHsys-oB1o|= zbbVv^u9lcXgv=|wxO;uMSBDF)jThe{mfxAIdp243aH{&!bj<~F<5?R1A#=cZf#|b1 z?a!h_F3qMd({q;RikIigSLQ0&3-zn4MqbC+VmoKClf!D^u$nlmMh>fiN6?mf*o)nq zrC#=OAA6~Hjice&Jc8D?y3oABYFKMJt6Z5cTbVCep2Mv$)0XIQi?p!CSw9xlg*9tE zPx&!NF`pw_&Ql!c$>z){L&nq#>cnH(#B(a~1(o=GX6!y?>?&#G@Z`|e$)PR8p$)`A z#nFC&(LT|!KAF)TvEgpP0fJy}JKWO(x|%>|1L$Y~Ysd_0u7;YbKw|~3%4a!e}@{^(5cql6tWXD2zF;I3Gl=TNn^MjIop*VLa#)HSsqSn;22zwA_ z3q{!REVEEcDA)oDG=u(_Lm@vvgawGQ1ku)Tj4c#z&zI_=nCZ1MJK$7V?2EGaca;g> z8Z&)*Itl$+aA_*!!qSI=i<&qt@O^b9N)6gBA_#ED3xU1-k3v>F$5U_=o>Gj5qb*1^R>XnR}l0H0xux=3IrX6 zz zC{f`k6kiyO3WlLzG%5fE2cb~0!a`yE7=IX!77$35mGBi7um+F?;9a#9M&Jutz!(yA z2NLc;Hc)Oy)UGpe=N=Rq+qHxy7yNLmcJ=SW7Wd)GiryOIZ|QTAvFwgcq`G-EGHca4 z?r%}kl95xNApgKR(7P4gwF%v?0d;Ob74XA_LQst|s#pdpQsT>36~xL26)Ve@Z&WQ+ zS1eYM%vTUDP!w+5q1tn7W2>%Utrn(C5uGcAE>sYxRF}z<=gX5vRqb0}a%yYdg+qBa zE|-4!(4U#cWiL$-ntLj%n6$b7!Ds(}EFy7gVw^~$(pU=%fB*g+AP@qrtTP;~hl;V3 z)`sDN^y$hXMrX@>NBvww>2iPD%J|UA#K_9j2xnrLJ=nqNY2b8Kv+FZBbxEAcC%$v zm{Spmv?L>KDM+y^lKu&ax{J6fBNk|`2|xGO1|;}ClI_fG%HoW5BBUXn8aCX*ZO`LY zh9G5uoT>KESa|z{0JC56!&TUBLHe?_rftPCn3%cmDQhWobacd$&UQK?D?Eq`9$5Y)$adPkYN@_zF1`8z%{CW9f-iCs-*f!0aH0&5 zEc=yoTXww3lJnU`Gi}CO6`FyKd571}IO&7p#x0hQ6Vh?VoczHXrbCA@uE1tm%B5)qJeQe3S|O_amn3Rl5C| zsW*z_SK!`5pzj3J(-yt0DR_UI=zb*u zZCT6-b^b@XGFYcaBRS6fsWt=2CWGlehO-^V3cN=0+=sIrMsu8q1zzI?UZXkA<2-ie zF^cmT$9awwcutlFOq2zV;k+h_{l<%Z$MQYLi+mnxpi~T3cf~Kp&CM$x; zbulw_@l)j?6XWm+_V=lcbpN7w;;`3;0O=R>=9J8m4r zhj&+;KjE(~o2H{tdGTPyS)C+pnIJ_}xSCkf?)4!XMItrD{1o}k1mU+BU@9Z@OG*5h zFyAW)fe$i5@1)V@N*KotLY68LZ=?n83V`=gB90qX&DP0#XlvT5%YT;>v{@$`v0ta^ z!S$qrJ3Le+W3&_!*9#V%)GRx5D0Yi<h5vcp&hVyd;GOST{fTM_o@8ZC~T!9 z{8>f1+{2^7+3TCSlEp^Zuxl5~?QDPU+LH15ZPL?MvDYvEIe$9-)*YjD3J*ol`Vs=c zhxUh@KKD~&qwVJPF1mZ$eEriOK56-?7C#z20+KJD3p=bc=D>6m0(V~SOgO$L>(-g3PhT=l9QRe1H5SLb6$JJhB(okr!M*+XT~@^F;67qb z;do_zXKYHonN9IG6E|(m&;wf&uV3)ny&b3bB>UN;sC`?8fj_q(%ll0su=c}#i zxowlL_D&CNRX;5?H#J#Xc|mIh(SV&>63(6~(tB2_|1#t1+3c$)GS45tUOU=mZ88!R zSpN7aVN$YlGx_B@sPofw!ts!RHTs-yr)` zlJA|OnDu5AYfUAKbrOzS<$v$pV6Uy@rL)O=qr#6(3PH!W$6h*+cxivpy<@m@I>8(H z;`WMLtMWeV@_~65Qs1tnfNdfdzMTwhYn8>F$oQ~|&6M>(Lfr=lWvYtIO z5e43={C09Eb6H_Cc~Sp^+Ht22nn?gxWx*f?jI%iWOBi@dK~5sjdkFH7z{D#F`b$D} zXEzRg(CyII8gjZv!g>-5g2|28nT}FQcin7%^Xxz?Ww>h^Uo~ExI$9Jul;O}D^R+Mb z>rkrIK(2RNd0Kx{ZeK%oPf2uF`TtXSHa9oFu)vy|n`6*v|3tB^tgI}t7U$R48I!@} zu`~KCWnyf+4?oyh{|`GO)E9Qu7j)I-QwukB4iqj)jCXcgc4h$iEW7!U73?z zdDDb~X+r*VPYJ2FfZUtT7%rrAMp3%LDXjscW#&_jz7%}IWJl6uNBVSE&NM!I8jqdo z$Rc%QklItH+mlJ{DbsC9vt4QQo|L)nL|W@_Qmx%=Tj)%8F1b50_jRQp}4^tn~w zb`IxyD9>?cvCE<6pnLUxx5p~|mS+ib#2RW}_6#9wtRZ@&He#YRWuhZ}qBUitHiUpR zuK0avqB()sl|9;$GS!Wvj@D8L*pAFE_$*^yQe`K0yftmKC3&nlZn!ydW~7cj)jc!X zN*-?F8D~Q^(*u=L{T1ZF+S${+@3buVavV-IlS;GNlx)5u*?dQa_3nJHV?}@N6bI>dq?(yr)>h*K>qYq_F|Z&E zi}GPMDNAfr5Zk9F8Srgqimgtv&B08UvjxAeC;!s*c&Qp=y5r|nsm&PR_Iz7;#9dtQ zlRW>&IR7UF{!a`1pW^(U;CvtF{eFP;ypisDKGpePy2G}lpX+n|kMuPsOpFo62MLp- z11M1L%cFbp->6YxnR#(IC8&GAJ0;~DP9|9sXqzb0#S zRV47GbdLSLs^I&TVXvA}&ARgKtE1nCnH=~3w9n;*#?L!)R@a2>ZVS3UlZrFZ$amRW z9(bxL{yskaReQ$EmQ=mw6#bTz*R83qJJQ~?rxvIhHa_uTayf$BX5*??(4~TFDbMC@9|3#REm^iLS=Mbi4xQOQ z!b}d`(c-(h0XDyY3ecAh|EQ7r>jJ(!WqhE6G}=euv9l5C^f;C0m`qS9ll0l?e~Ql- zvn1YA@mUIUExd6}I-}5O6b5}}O*ETjtf^;A9y_Bk88p@ci}zn*X^BCn^Vk`MC!SF# zv!mk^9fba>W_)TvjgxQi4h+E7_k|~9m{{5VpMID9aPo-77T^jCqT=IsUVk|-PF!4E zWHRRH)PJnAS<>XxXn+53NBdw?-B5K&Ur{D6p)o(TAD22%kUm(HHdK^4SeV>jnADe_ z(3cz6ofX-OjqXkl?~M0v33n^`_1boq!XY$tUJz|84co~>u{%+9rS*Lxo4mwoZZPXv?Bo`f3RwItB zM4nwuxXungu@b1u4%&+Z?OOF$Uv%VW7z4@&z_1pgn_{S@g3BRi*qNU=`4*fKdrq+( zJLelG{^4r)<<*#5tJrt!8b?<66}mM)(}i!|SAHQxeIa}uD@>L68a;9iqP;~ij3I^@ z%(R4PR)A&$C^lf$7EsLLj;m1HNmS1zXz(FC@d27P6(C!PQ><0#ZrjN}m5FZz$)>VQ zk8SgRbQh9tE$12ze$sXm1;+enM*%oU9&WhKKjSLD5PxJY;SMAG2HAQi=_6_-gpU)p zkrTLy?XS7=XV+@Xm6iDWE3x;Mqi?Om-B`_f!En-MmMXMpwrHESZc_~$Ui{p6tYy_vc!`e+Y>r=E?`dBtbrjDHuO@$lJy6wpYMjOi)f z{J+`RB$YJzpEmzDJL7$vrjyAu3YkHjontWnLu@0BG&SAdKRnPs+}48c?&|OB8yX%N z>+A3P?|QWJKkNU##bil{B9JFLpK_MJ9%l#sf*CzLYV~=`knr zs1s$}nKWig9XRluOcRZ!$4x2Y&Xh^FS&}!6 z>_1ELnjyK(lHF(&Kk7^{Z8nBMO`ubgXw*~&4a=nC=IDjg2^k;lV>d;9v8h6gqd^ojL$gWhh?*9~>Gg02?O)e1Tqq4s)IOEqY# zgxg9nO}Xf%T#3%geJy2M%dwy+U7#GRQWC3}=POqgrqK|)wLR@nSI*_0f;&Ui?}ln# z4-{Sh%-Ai?SS^rE=1Je@Nk)w6&y4B!w5eD0 z$yfBrx75iev&1_y;}0pL_oj!hPY<1#8r(KHs69Efo!Gx_q#GXT;T!JdA0~hyJk;MM z+=EAVw?Lf@0ACN<>!7w;sI>-at^th|P(2Tv@pQ9l9H=RPD)V`1jm7D3ehQqI0&x zzyu05L4_DY5tdM#4HRbsC)i0~J-1_hj}%7UE02F&7-3ME>@ZB|>uYcCZEM5V7W^0Q zg~`b=;$YV-X`Df)aQ^-+cd)coku;YP@X=JTQWbLADB-X{%1J@kL5j~#o-bHJphRA^ zUtt>_Y@8N4zM%VR_4%(AJqNB;$h@I*?}yhhlH{NT95~l z)>x7WfIkE169l~jz(pJrd}MpAyZ1y{^+LXZ~(n*zuHK(AoP8I5`kLoWe%26(#JV+h;>;5LBn0_YI{FJSNi0&gJH zeE@Fp_Q6dUx&c9_AXo?DHGFA9XiW%KgCGq6w(yR;lg$v&<%3QNp*2vDEP#{&v=s&K za(f@;4BQC1t9h1i_X~8@H_gm-Cc8(so9p6lykTB0r<=Z zqPI!et(Uwf1YZ|MT^58+3Bc+AJ|=*=D2zHKggPyVJ}H1XE{HzDk2)fNIwXuaB#b#M zjy@~PcS0JyTNtAPLlO`y1wm2}Bnd&X09Jw_H58-)!y8ek4QO~18rH&KHlb15QSb*o z{t#i=rnjaO<@NoMsb#M|M``Q)mXwX&pq9E-BVJiCLQE`DLL^#TB2io>Rzx^jTrf>Z zE>T82MnpJ35EUyYnkFM^2Owhr90kQAcONnqmva)7_CkrpK(dKIIZ=2^g2LXo%_kC1 zKdty?ONdUvr{oRd%G;w;la8Jne)H{bLpwXSeC1CPCm@Ye*nmW3Q+Mtos)30!d{dXi zdoo!8Ajdob_X>C!jP>wkOw{rk7Bq-DCh zn>Nr#>1_QUeD?q0B2G?G$TO`q^#g4k!##a}|Nc$(4+=CltMd2iNsAiIN*GNJrPh}& z^mejZ>lPYISNdC5hx=AX``DvB?A}IpdkMELgIylWDUU*`Vv({4o_Chv%uX@k6#J|e zcye+b*uGZ~m;K0}Ye?KXq&xuWsYFKcs{`$v?ka9$I#S?^q!_WoU#=#8Lkew?EF(_x zYmT!f_Y2^D28fvq$N2;|(TLlWf)EK@@+fzzkJDd^bd?|-xkybUxAYH^WrJk?M6zu; zMc%8$zTA8-ZjK|8^9w2VK(JP9oIN+`E8>2N<8_1`a2l!f;MT@*YvZ|fNu2Ufc55!u zQ^6f>X7@F5#=AIU1TL`$8E9g6*Km7k*d0aeX6!%S8B&wLDGFfcc_2l9xHZv8T?V(S z>~C`}(v-=qPv(?_BGs|nJTJEARkoEj@)g5*53RgJu|L2ZD|IB*3~9?l3jLAlXrwTR zQxVU>mvVY5xxLk#rZjFJ3sG%E|tPgg<5fKEm}qj-B3EOSam+L^g@{Zbu-)k_=?l9<*(`- z1D+_yaofB4=jy7p7UF#d@xRMWu;S#0uuCEqgTAbWyk7}5TDCs4Y^=0me;!G*V+TB2 z`LJ&JgB0h-Cd5>B)j}3YFh)WQIPq3UNdi)t!bx{t@p-)TeHSPCGdtwnf}Zs9*G)*s z+vV?C%WnW;3@_=y%da7hwaV&e0roe*`5}gw$#LBFb7Eg{{@mrHnz75Hkd~s=bgy~q z>(uLfv~ytgI**YpnyAdZ+ekhOrp|!5=Ms!p{It6;^%l&04A0&|&ECS0ZotzwQREw_ z>C33;n}BMdNPDwo>VW|DgYwMlbqwR}Oo!8pLGM?}VwTI2=8~NliB3z|e;9tx=WX{- zz7!uk2ld?o!yhDizNj=l<14rZQm>&?Uub53JDF;D)cvCRn;l|LwM4IKVsw=Rb}0y* z(-gd?BU7BU@Jg?V`)|pT5%wytlJkZu%#Oy6$_Lefc3g~Op zY!1H`=h#)iB;aWOoOk5W2}R7V5=Lh}jVG+-(A%&x&FPGe99lb;x7m)JZAzllMKRhk zXdOKFjZz&kQyoriOyV`NwWQBB#?7~= zw|1^6XQ8=Zp`~QLF`Ea@YIBx4N|!rp=Iinoij(F`5*UT?^Oaaeb^c6#;%sp$1sgLR z?a^oRz2^4G)(6L1pPp*IeW2#x=JGuo8gE=2{{A6VQz3D^T%6|m%xxP36r|iGp`w#} z3(g&k-XLc$3V-K^e#(e=smXs6hknUmUh#n!82E>b&`)_`D-|VuQB=^$gE_aZ*sAb_ z?ND%CC!#Ngej$o^Cm~>|BjYDFNY|gx zs5!8%>Du1r`zJc|uC%_n)o=Z|?)jZ`oekJM>-|)Oe+dE`0pKixcHjrGscQijb9@K)jB6%x*aod4bzPm}|nAC$hp%Wd*-!D1FF0bla@(&{`1N~=f&OPXk*DIAkIFJ(Cys`kI_|lByNSG1 z=+$%NipqKq-{^z;T-Hk%i31yXfrn@iaP>;-&tKmqK=k2l<$6!-HY*v3!%u`U7IKny zI+{Z%=|wg!jUnMJe}dEAf9MK|Ou2Z^Mpi22?yWvApTY-^|7_F1-ZeKGPbcO6!;XNMCa>Vkm+#7dI#yWP zMjbhjbM<_~cjI#X*BN)OG<|pXTh;1p?aQp3OU>;(PoGYG zt3O#@U1IzrXq%>&GM}$96s{o}vqdiRjBeB+t(bkYbe!x`Pl1WUwH9Q<}S75O%hpJ zGEwWrvUHTa)(JbPidicQNA6Vf-6a1-92iNUTsDZC%3|J&qs$cr%#?(z*GrnJh?*z} z`D|A&ymKmQ-#Qyb)CVc_dnxocd9=N%sF9-ZCm8`_RVkzO5^tmgpNOK(HI?nRt#{q3 zWT7H*PYiQil+Q?2+(1G2iL~HH1+ljZLI(1}@8re4sz@8i3BQ*YvRW_Zvs3Y_qM)7> z|0_wp=du{~29Pb%961&@~~{ z8GiUM20qG%I>V1T!H2#sA#h0;4!m>T;pooC!l*k!Aou;_%zHO}hyr&d)K5w1s}$cC zDG+>2C+5h3AJVYPI^j@NepgApZ~VYl0UfL)V!;Pn3!s8T;BZMOSzW02*`A(vyLx|| zpNRi8k>fpC88_9GPsUe}yK80!+9<<>X+q^_W!wnPuRrBiZ`7y0$dA2IMngHCg!1^V z@_0gdVs}AUS6OOXS>``qjpmqhi!9ds{MswPb94WAXG@Dqb8C@}yiA?BIR=eJnH(SQ zCk%Bp^|e%WHeT@Z)=Ukb@Tw1MUg3SB!t+>t;Dy$x%bl@z z@X62nvp)8uf5a!~b;Uev47u7C|ExRXLr22nYOh1ZPWuOn%t@W$6ZnMjj-)9<4yC`0 z(qBF^R6`jkqYmUzhjOUBX|p}iQ;kkT*qe6V$oQ10E-a}lo79D!!e>n5(?}gD zr1qq#*7(VmI8tl;EFqQIlR|3^Ce>KYv;{FoYRKK$lrHR4TljQqFsU_kveCOI?MaD) za-od`KI%kU*omf~Qw@O^TEecjMcr?Y*K137)|H{(lliVAv)Clks^(b}1zs_E{m z>Av#u_N+-lE`79ax;>>O>Rw&cy~)nBsrJ0FmZY(k)bZwovBqd(dlrq@J~Q4vGqMKG z2CGSfHI(7H+0jP&M91uK&173lZ?Sn_!TX_7laX52fikCoGP}VN%jU>irCx`d!uI<- z7d;>h?5>NJx$erbKb7xzD&9yd_M3W!-LA6W`wj8$BR}oFwgG%NfqHwKf3pNe0*w|$ zqr?R;+Nz>DYLXwWZA^F8N&2aq>wYQA^+Jr``IRv!dXar6Ky|VXw==UX}zu$oIaGV!JomL?!U8VE9*|I2*<8DxX;@afUQLN23fh zRaC{=)FoMzMZPNv)+-5nRTTQNG{hj$=9rJcI`4OzeLwFGG&-0Q_$u4~KGx%6isO+e zW33n?&1}b`r2%(Kf}b{~7TXlii_XmNjZrUBOtyr)5{i5)nDA8| zYo%4?ccM1pPDiqSv6pVpOHk&zlUK3V7&KVsI#lLQtPAeSFzUlujaGS1HbhReM2t5@ z4c7+umw9&=xpo&g5O9uN`Me?ET=4nM_&leMTnFCd*th4}_m{bs2Hm))4NfUQ<`+@v z7UC^o*9i%Fh2D3&tJ5ck@nqs4Wn$!C>}<_Dqfw^*)q2JQXQY348G}k@(s=BQK0{{E zC=A*RlRC?!{fnJ3Xgu|d$)GK=SgWh6Ja$H-&r)W{WHNs zS_d1d2P+Et3Nw21llyTggN5mXh3P{@X+s4m1Nn*lxP(4jVqb22XL?vqR&;k-SVydH zYnU6(_^Fwu=y5dkQ63ev1y0jNM`^=pyP^D(sLFeMy(XI)pD8Eq68NJ6`^#YBH-kz4 z%X66@XFN{K*zKgb9-z7%r@0)XI~}6h?4Vg}rWs38%>d&I+_(p>-U`+3hN^bJm0F-& z3#vJQo^jdA^xit_vYqaAaQ4@R34LhjI=~-<6C^;}tIdCFzOW0PbFnwLS?7_oBb+GB z#n|(l!8~qPJg32()8L78#&O%@xUJEg#@|T2Ker=p75jcA?kE>`j$8HuY5v8n`NGAX zMB+AbBbAU)G!g)D+`+On#PZ(1n(=Nq`@?FT57GdbKxe<3%5C*W%6=l14(uvhPWewx zh2?66)oSj?xsdye2tA_f@d=0hB;T`R7TOfct=#fYoMumMTPV^I&Fu*1ws>)CesYUn za&c!lxw=U10Zx|gYO(?+8a1ttDo_BU)(8I=U9J^%m*D?3^~3ObbxLpLbn#yZ!Jxe~DSA5i$ zT%=g8;!8domqHG)e(TUIlxIw&$lv)EefO>=JX^{7#4fTy%G^0cPCNlE^CKtY11H;* zUGB0{`G;ttG4mZT?9fa%nK>U7rk^C^kL1)Bfq`@I$W4f12*~fi^lL!*2vfepq%RQB z0B$~ks@V-%k3jhI@bGGJXipg&tbYe!(gDO8KTTeHGMifGQQ?9$jeiDnxz>NX7y) zPV2h9ZXS!ZruR3~#|HmlXEfs2KkSV0Z)CQ{&i<9z$e3R9&i=#jQW<%2+0=iO(f*~L z@oLeC^yw)YnM9+I=`%A-I)lkz{BL$POQ8%6j&yhRk?6$Ew(kDEp@D%RLJ#4;@A=OE ztpD5A+`riw@2xGy^vrYg&B8^9q#skS?fuvC%(wG}*%z-rSKpuA@joFaK zEJ@==(_^2e#$HX1J)RtU!jsO3`jZoHrif;w3A4#jW8#p>#MlqYv=f!=LnV34l3Zs= z9*mhl`fMbF8q1(2GI`QjDzE8`UOdMrWzvi3G~67cgvBghm@8YDt6X4K&d*gW%vG@F zsut%PSn~}F^9`)I2G(5d9KDD^%jU&4QsZc|;Z(B!%(Mq(%6^(?Hbpcbj^84VT_BEL z8XvtqGIV5QXy?eV&d88Xf1h-3FX-!rd+?yU0}$HaUOcM19U`=1dYWbW>XirUwFwpK zofT^M#zUPA2kVN&s&O*)C0pzBcGqR@Y0f^@o_n59cx|xc*-+KH@lLyuCd1*9OT@~X z;ic_O*|_oTVPlVi%j$xyou^VKpr;)Gja7@MgYz zWxiyEnZL}yE-^Be7%7YNL>4V#ks7ct(?IZRUGLN872si^oR}BQ81yF4vsLBUrIXre&k_qw>AYAgl)U)hpC?gak z2SAB_P@Ff2^I8LE?tmwq*@H+25a9sA>_CJa9Bc^%T0p^8u)hh)_Z#H<4fuZNO@Ijq z{{dotq2q1DGF>&XzYpROxy!*A91KKTfX+F^h_gmwa=;p#`aTw^8+YKP);hXRxEHXh~o^rFF#xwA=q3cc z0`Lt8bpnQU0oaW~>B8t;Fr*3bc-b}x-VDLJ`A{c>QKv;vTTo~z0R4lUWC75?z#A~I z2!I43NDu&i2tWXA6z41b`S|B1RXqTT@7zznc`|bd;{R~8Z3JY zfFXbl0rYuo=P3lP0&pHioddvtPq-^2zRWSO+Sh|QF*4EI5_aN@8Gt@Rz(*Y8DvtWX z51tF6o`|7ui=l2vp!f4ZTVT`ye)I`J^a%mf5dri8e$;M0cqbp&!w(-2!5k1lAD7_Q z6-BG8{qfQ;Bn2Spwabx#U|9%Of#Hp4)Fw2%34_{QGG`xQRISpA;mi5Gii>TUbxO@NAeL^l6|QHbAwKPz^uaEDANqLgk8Z zsWMcd_P^MB%b>RYwq1LzmEbOgQcB&0QWq+;)Jxr!mO@Kgq(CVy#ofKQyIXK~CpZbg zk`RayG+8TsC;i{|J$ujW=hO4fp4l_cHP`$m$%lMMX3ebRnBzQw`d#Q8X&_A;l`anC zN}{TE%UA4@!fX{U*(_F~AXWm4&=Oz*|qNh_s>1{R310754wX1z~?EV@~e+|2(Xss!q(~t>QhQV3( zaFI9M5RX)bBc+~jnFn0#2&WpuSr%~U6Hf4RPS|s9p(D3B5$Vi>TXNv;61X#;(~|?& z#lSU@aD6OX5r`Dna#OVt{|kt%3}Onv#sK1>iey;8t(n}uDtNpF9X6<_xVK`xuNod`KnVTtVB_Cl#tfvp znA1^!w50L^8;d=WLN`u<3*4B&?Wy9nW+APa+}c=fMKDt0jpRAO8Q+koH?XlJ=L>** z207M>aDpz++d6^T#7!!fVe zB`$EB794mR4t)uSzkqFzaBO#SleLhh1a@^W68ad9dWpongyUaubB&OQhe+Z(ZlM{k z3Jv4VtqkUU5mmoAwK1I9c%&+hli|Gl<2=XjJty4`j{mvx>n=O^EgY|pWZJOZ?yi0m zUNe&AcwOaqsKH+a;I9Bj58@btu$=W(U_ZT{wwmY%}Fm>kDwE4eW6du|EPwX~J;^>%kv61^!4w2B$O_i85X@Iw^FrK zy{~O|R@-uSx4?~^BC1M4s!Bq)4hp?jm8|o5J(g)Yl4U!V<1~_PHI`$KFLc5eIunZA zCkoxh^Bf7q9{2)Re39F9nJ)q3Gg<1(D?uyun#A}_6njo#d}nLJCQ4kUFrG7&L8Q7U zazh-kE|S;~HQ$j&X-S-GNu{)=5Nmn)jg*#TVqNrHa{{qGexW^kt~q6)E%k5ZSs|0x zZdO9;E2Z_9@M0SWDi#N;7Kf`DL)FxtB3f4tt-q9kEoby&7`)8Ja^^r8bFh**P{|xB zXAG47HO|TySPYM>^%c^w#XPC4E0@7*Oe<#gmoWQFnM0MV(K^OJB@HgDd#n<^H;rzMAEpN>*bwt08-(t#q}mY_+v)xv6NeHj7oAzEqaD zSd+2TQpxIWVzpLLtFosf9D0o3b!k7ue$?pFy4k0Bqv^u_(%o`(7Y=p5ebN2;X^ON! zlqjFO1mG!(wnst1QmELy8~qifO!xskG^EFe{w@sYfPkS8S_=hy7lI;{wP{?5Z=iio5?d?)FUsX;kEsGqix;j@+Fca%YgZRK~`Eciu6 z@SYI#dV}yoX#q#&-MU*heb_E%p?uU|?Xr)$nvKeV$m=(qj~z2ol=yv2CGG0zf~(5j z+Xanez_7blicBpNpTD)+x7lj<#?ZUBN`DwS?AsczaVPcNJ4cm6H5Rt6=ha^D1MejT zthR12*|VkKji$%p{bq_1E(iBlyL*inmb95z`|jVVCk$9f3Ro!!+isH$+^6Is4}~63 zEPZq@;`A|n2|g`R=&J-O{LVFeab-(bY_m^jrS-2W6Z7%Z+-7ro_w90?dp30#Ta?~^ zl6?Ab!Nc3__Kpk1#d$X_Ms1ZS*0@q{V32m>Mvuj>hA+CtVnDv;%f5*Ce63HpkDk;T zTepWM=6(7Sqj9&!$Ts%&{rHO~TMZ3{yhAV_KS!QA9IK)nerQ+Nfo-La@3)(oC)`kT zRoUF);#lS2Tw!V#cKdGNMYR@3*CyLvsaG%fZ4-&uDiFIzF6YAWDjm)84^K;8-HyI; zKL62^oTpEdZ(h%T@htD{>)fXrwco#CKE6)4bT;McrKq!qeRnH_9NZRiU{~-l<R^ICrq%-kG#32W=G4Ci48BB|(FY!fpq)8*LObSCleW zlKHhq_J@*$mXuKBrL$HClx(+2eUKG=B`Nq=jQ_bL|N9L>uci5ZZkM*&y}>|9@{_#C z7dcVmEfU6?M69-nn{Su+B!kwH;(sOr_^KX{Qdc$KA{BJ%u>Br6-HifYHw(X)L3>_0 z8F2l)ww$2Nt_@!l#H{ux8E=>KJ-t8k;Z@T;iUx|}dYi-zH;Wi63K?t?__**59b%zM0>1KSBQy}VOEPZHCRY(a z9|hS8f{h2o(-gpZRoM~kBg01L387!7GTq2^N!0#oQWu6i&@eyNyMXT}57bW8CE!bZ zMpJDEVsu9m498QfaD{#Ym>6tF$6$H%KuOqGZEAaI;y<@Wi%jOy5^Hgh`F9srS6BWq zN_ZfR@lW3wi^*WllV+#Khj7@A(XNKk_S)grs)3fW{>I|&>fC;wcUI6{ligmC+E5gO zNwCid_?+bPDc0+Aq=#;1@Kz(m$@KtX3a_8Yf^MM?rzH}pOx?yk9$Kf2~p)3Q8>rsr;?yMi8iQmLp z<6e<_B8kHp)BWi)*nG-p^#Z<$Mrc_W!%(`TDgDt41JTnphF!l8HF|GI{46k5>d3&A zl7|cDhKtF=C3Ay?bJ%=xfBxJ+0STKohs~pomeGa^$?cJIo#C{x66RzBxhHY1J9@4& zlGGJV>i#{`;yu&yYo_VPWS#MNp>|i)jjrf>eTg3jGYy9F%!Ugr2lGt&(sg>%KK7-5 zYL0wd6MSd1#B8?f_f+%m(Mq48Qrp22v!N2xA&kXHxh=lRX|m1*Ut>3v_pSB!gA#{R zb^aQyv7b94wHrg9wEVtT;&QymSQ`n-J zzQ2ntAdOVe#~VpQ7~*KzJid0eJ+3YOab4iKfl^yyU%_N&2B9-^vLj=vBXy!JkvNE< zPWQ|c+UN1jE(v!WiM|9j4ktaE$>YRc^zTj+2c( zBgMvbK^IznpZ9$)Yjszm-0yB{)Vnh8N5yV;iXG0>`CY8?IGJyIF7msI|Hr-IpLcpc z7k7FJeN*Qr_R^qq-=a_7uZd+sp2sm0jQOb$PYP>Ynh&)1ajW zpVL!*r)T`0FHpu;Aw_;bNdW!)ltj4R*1Ayj+K8)FL23w){i7%C zOO>};f%UdD6Oq`j=u{KYbW_>iTGGBx_=;_$t6aCVhTR&kbeL)i87+4kF0~siH65?8 zC-tQhI+F3NiTKudd`H4mSL$SY;&?;&V1@TUnLAHFEAtpC_Zleo!dChYRr?QB`ApRN zc4dCeaonSOT1f8#kZ-f8A?W^amQj1``|6+5NLI|Et|>jz*)>e`kR_H$#}f4-VkEJMhi5;ZKYl5+%U-4Z^}!?fZ?id2nm2xtQ*O{Cq2+ZoR7j^=Gg0JqVG zTlS7ye1ltj4$eQz$vlOmZ|B7GleB>WRbVyhC@1aWdfeIdkb`S(l1uieWeb4$1)6&S ztY>R-TilSW51fpboRk+UQP-A!pIePOwfg%8EAZNq|K$}QRhFAF({?-4W)ECxwpMPn znq#z{`hF$)I?p%@I<@4lycB$THT2kmAs^F8ekJ(S#2tR(U5IJHzw9c%Xf3?rAh_Zt z!g2(b;!bdCtvKzzaE0+oz9uXB9@XpkO6>jB^bhO;V|JMXr`#2(a6!uKIK{^7LVb3g z!FstltH6HxlM+!6n74#zjskRdahi`bJy2@FT6Ezvv}gt_{^DEpQD9hzO}+poUqX`~ zLBdC{Rt2m(40WD?`YwZG_xL7Wq9%2L1#1bamDH>bNYVzUUZIFOAjJ|`_$AB=Kh26& z!y5|VwZV#$V5Sn7yA{gY0wv3%6J)^BW6;nyq2>ode$uFno&1YGL6!rs=m4$wY+VjG z#qvAN@=>9C>}SQ@XXk0pnTgSyH>{*SSSdATCB7!VOTpU%R#-z!Py7k+DS-e_v;y@r-DWpqfJfHrg_UV&Up6Ozt|a*G|ME-GKl}){}Vg=kBs)8xN z_V3Cw`d@a&pwkwa|MAY~v<2$a#Pk4mxPP#3Xn1sBU}SiBY;bt!|KcA!|17b4-~4B^e}yNlW^R&ypClOeVd6Nyjkh6--(ggI3I9U>4~Z7PEY5v6i)1%i@JM)-Em9FE2K) zEVZvJcdaaSuofGb^b!U=hfd3&QxpHq&O9kZC-RIXY5LR5)T`;qhf@>xrzW0GOsL|= z4-#+(aN~RN<0tUrd&fp4MhE%F2GJu}V7MO~>IH}U_{Oo@@B`;3hwe=bJ{`qg!*;9o zx1H&1*wb3KyRGJEZX7$a7T3mtn)7^`zN!p zpXZvb^l?_Y*~=Y&i_iKvD+9dZvlT37rI)?j$zEz<^P0{Y)|RSQnWbyY{53|#8a-`| zk+#mrS*52hQ{$JZ5lahxOY>gK^WH3q-QT7&9qRN`>hx{ul=?hDZJuyxj&N~q;wl+; zk%&7<#GRZOKRP{jY_U-jaP8iSqHXO z0WFn4V>wud0cuPBdS@7*wiu|)0m`z$k_@0A2`EYiijtwccqlIc$c+UvLcx>(AjuC% z_J20p2Enp9vUX1o;~Qe%}E5!{eETsXDE#kpDWZbq$8Aw1@3PL9GB41_1^`%7ZB!%21h5bcQWzrJee6r)f z4hl+b@t8JC-2lJ;Ucs(?HShHohbP;u9SS!{X97UBkWj9GPzDHA08kacUj&F|f?_#> z@^#0rbiI6+e@xX+NYWmJ93ehelw8*NH~8dI3U-3rho2jqqzvLHeWS$suGz%G+DEU= z0Kf?1d039ZklRKuV85uxHo1bgniI*{xabs0e8xg#!cs;KTv@edVZU_l>b%0%P5>$d zfeMsR@5Vh9+jb_&$>;)rF@!ESxXoIG{{sMi-~~1U?*UL7;Jx!#0Q?95yzVm)d;tJY z0N?=tJ>}JnfmZFBLe6h5GW4-vLGM}0CE5iqDk|fg0cWFyipN?lu+Py2;2ccdjP;pMADjH zz#9z&3-DE3zn^sMlBckA(v}@5+jj>F%lM(iLxiQHMMPuy_@e+`$5|)<1cQJt0Qdr+ zHvl*RpaTH@f2l_- zGk!ad4TU9*mR7X|#x~mpm1yc=R4y!A`u<5PMoJrylrlJ`fNkbGrLY6L5!JpO-LZ?m zRurligX(0#CM8t!4zOttx^x3nEDe-M^A&Fp%#=W3_Q}>C-Bfj8L*W+D99e$MHoX25daNrRMCOQf2w(t4HcI&gWb{ns(zti<|p8{AXbZ z%a|BjqEeQYnXCU}pZ&LIl0=%P%;QH!2Rgb2J9t80q=#RWjd{MS#ZXEJK0S(3mPSnX zpcneFFuxb`!j^LVS&4Rwu_o&Uo^X8vTp7X6vgITi!Bvq+Ln^m6n3Jl{aX!elkYBgk z&+)nm|Nh7+bmbMFjkF*G^+AT8-gg&$Jvg5=t9bL`-9KTdTJ+!TjYha$Bh+;T^_ z)Eo)CiMXAIL!ZO3Z{bKSB=sjJ+XBh5MjE5Jodrl&3EY+sx8)+doW{~WZ8=DHDYrR= zTN{qFXCafF+_5%zpc=vVaHmJPL_B+_1s-f%t51L%W8sc0q$M4$iQ$$7bBnw<1)fMx zCDPXbH>7i$Qjqc>9#)bxejo?Bb@LJNjK%B8FIq!!RcSPff}6P2XOu`PNDO9&;w3{ z2AuGTTkec_UxHotA=ySqq9*eD9w*@~68#cM`3mRQAtk;@Wh7D=!7cLT)vnK3D(@QShzTB)#b+OSH&eQMYh9b#QG51QI*@6@+Zw=&E^oC z@&m@Wah%S=fsZ-SX6z_qcCIH}5xpAtVck(<-TKn9k@8x|=N0FB9RIg)mK`VCan0@| z{8NEr3~&rV#9EdUtiEo!m1Db^<8=_d2G@B!P4)qOWAI#1@82C zV^+vJy6Y9P)xl}&!#JzML&n?t^_7~mq-s7W73!YJ)VrSi_I%9q!w#3XTv6nIvR~rz z4v`ysMeiICu(-3WC;IC|zQaJO<#3AGShgK5&tW9PhEU`|DE1;0dEoP1CJJ47`He*$ z_(Ip&@_?y|plOWnM4{_Mq1#MV5V0m~vY40gIM)z2Qxh>;7fq^*rnDw6bfgm-V=1j^ zPMYP@$YHty> zm#39cyYp$?g}h+K{!)5x5xozyG*ZhLz%Yl(nY`9BUi}%pAH#!a0~M^na(XW>dXdpr z$mq`Hp)PDOy}ytb#)!qRM(b$(<@COig`Rv`Zvij$u`7?!okQ=+<&~p#&ziH#4j|*Q`=Lh?J2a*EP8h#y(@>D<~AK{!s^Uj9%*1A`&PxEKh<}u4MDQN+e zwBT_kqb{9$1A32pbTtM)-RZu0tVmI)WV>wJ^^-LhPt~2=8z}<13Jd2e?~mLh<|d5x z6-S3|6m^sk`pyS_LZgfX0iW%14)U^kLQufroxukb-FC{^Y?jj&Lq7rl$3r{oKEC%o zpyant(P^vV7imF#X+aBlDYGq7882Vtywi@jt{!{iyp6nY*-MQc8~twWhwV?#;PoEh zO<(tE-EMzL!T}k`nkO47v*f80DQE zSI@N^-qESLb3QG2EF~`a&b8v_w@OysY(+gHC6T`dwCYI(5wLQBw~*w6pr|x$r~s)`}7?swXo( zYX{v?x7(}aaA4c7V~5jUKC<7p$>q?2z{}^IRSstBe2ahnT1Q;uojAXiw6N=;ooRO; z{JwDB{lHdVm4gkg9{2)Gv$dZ2suLO~?(+U3!LvY|Xot&>Oj56iM|Ke|I=hQgzg&ZxwkJ1`a=*{o+6uw!G%hqtqN zMLmwLnCt5C%3D*<90Zt4AI?Br|SZt~D{keAZ7?SI>X1JDr~Iar$V* zXPxvHZya|i#-Bgl^j)vh#j{S&r1bI2l=Bx`zI@4l@F-60QvRcd@n?^C?vu}c_af)B zPM?2Bq3%~(#Z5lPj@KLgEPeCZZIfvF$(=dGoyN%kye|o!mQ*b06Hx zxqCJ5v4+d`&AhvJen4LU@ZF`5ta{vQhrF|bh>N0l+?9*<-;K+4KW5**+G(cWrKeqT zZhzh7qc!SByPsUnRNm|+jdIu^pecy5RuHh21AUM0%zJ#9lw3@R`Ps0Vo=b9BN3NR>dK&;_iVP_Cg-?slf^cv@0+Cj zjvdyL6*S%`@?0GCLR|2bB;OrT)N?6;_ws_@l_V{8$QW&r(p3=sDlht0Qs9G>zz+qX zZ*l^!#nCTCKLG$GR}fj9y#BIA$66{4YtmY_EN`t$i0qjd=_d10NHBwpVcgSo_F%}nA*vr|kab7f^^ZEbCJZH?E0 z#$YZon2XFs27^9NCQjo<@Pl0=-A$vNbt7%nL#<`~4TW9RS-o|+eRT!BHMyOY8O%DK5I$bKXK8kTV z+~lvEYo?g<>olP~cD&AixWsO_#C{CpI#TS2%`)it{j4GAc3r^bme6apUPp4wg$sWI zhN_VL_j zTS&uIP;r$sTorY^ii)eFj@MFg_0)+L##B3l&`zIdVGVrBY{Wue&}javj;QP1u}`}bUiGEwU^BlBNOMhRS9KN@n^Cru*}!`tts6!PGzr zX}EH>JF_FnaHcL`puoP^?^a8cMqS{!#)vzFwy5de9722QM0*;cBXg=Jccwp&_gPJ~ zQ}B%oxaI{yJAI~ik=QqnufsKkVT;VM1xEdOdZX3$(_NAH*5Bjx{-f32V>RBBtzr0D z=jNCPT^Tw(x#k0<9%GG>V|5{2nU?MGp9p!HBN4X>4R^WUm(TZlJzV8IQ0x-_^Mut^ zAjVM9`NO7z5`0Rc!eS_tlpz0hae*IC4wQ%9%XYn50Tc3}I`%6j^p)cqc@G_>U=x*4Q&l(JBVJ!m z`RkvFu(*=oq><(GDBDvb!A3RP`D$h8n_RDlAtq=13{QA}+T;IeXYki8LAvsRpX7Z% z$a}t#@_)zo>?pr5z%M5vxIoMMCg16v zw278@Tyqq@IU3gzgKtls=u9ParA%}rjyL@tuJs?O_Q%!ukJq{nR@?TLnD=BE*8hHy z<#fEr^?<`e!N^Y%4IwvLW3(%M?w2@TsSkQR(ws}49H!1pEX+<&i3BQ%KqF02=VoY> z+5dQFe?>F$KlqGJon!v1`|K}4Tc9jb=NGB-|FE-vd1rsw+49m7ZGK^%Lg8s=6bhL{ z!Q-bo`-aO~x)Tek?OpvNGRo7cx}1H(4gU*v=HUFxCnC10u{Al9r@&i>Y|adtWiwncv%jvEN7g@&N6YBjPdeJTv_@!CUv+l z0h<-slN{O>=hqtJS?gyV|Ll_11~BjlRCx!gxDAFM<SK*P{ zQ0ED7)|8LtCNXWm-+3LF_fcCf)mx6gyXbp{=5d_vsX{RoC2E7%>%hoMdAQyZE`E(< zU*x8r<))wJrmL-o9A7K4gh$f39YIKkFSjd*=Zj%exC5EojxeMUx`&;i8!+ysJ!I8b2ab~!$E=Y5@0yXQ-2-o-Up1HLsQ;>bUlFi6JVL6 z7+-+p@Z;R!Kz4%_J6~%x_1;p(<`STC_=m)XPRc5I9lyU3Vb zXaMJa;$Y0z3att6C1*YYL?eh|2~dBb7u=+n-m>$?eDnGM%Ryv0XfHeIDm(GWysZS` z4Qf&cocRJ)9RthvLrq6fZOXu)Ixz7LocY2(`yD-@0}%CqRcAC&6E*t*MKM7!>_EDU z@XSv>!gqjV4Rt+4mF@vs&VW5vp{}b?>qS)m6KL`~kaGg~2A~ZAu;2hd{|>OML8djD z;VQrAwUy~2zUU>z3OzJ!yn(C_EC%gc$$8JNwq<&rAwCDlFQJJWVC@c|{{l$-2rifb z3ogP-iTB&yD>UjVlN(a$6GK$O1a*o)o#Lry^nVE2f6^NNx8%nEC9{z@`!~n+e`9C= z^3ML#efBrekv>nR^U_@B7nzLz#5U5YwApE1<=NoKC>A?{#f}UOjSdX{4?Fvx`7ejZ z&X$*1ODran&SVfN#Fp8K3?duM35#z<_HmUlcD5E4-&zKJZUjEX+!F7X_+n&rjXzbTG& zON;fqW!CWe&KLzudNzZaN?V9!P{L_s|9O%dW!8o?r8hIBIXk6Anl>g*eVdxNNx&bR z!0p11ADAXQBH*s#$9Lh!woZ&~#tjSMhJn!maAW|)jck}0J%<~*q1D)j^nt&$>A)9qg5M&I<2!&N45>5ngF!FW0k|YGB@3wZ2%g#>`%2Ca%%rS7|Y; zw1^d2#PUM$@dXG-G!_FjMPPLyRF(-8r-OM(U~U4Kp8(_~f?2U(b{v=$4Q50DX(2#z0FdAd z#Cn2JyqYsG#u1FL0U~Un-}X?LH5h0HdK*Em-yjb?(A(gj1$+!4|LtDlRDen z4j#0T0X(-z1Z|UW+azi&C1ATjKu1a*h1exi?&vhqPz_N#0!cR35n)`KsK7cP*$;U^X^Q!?N#S4 z6r4H{CMjwH0(QazQ3^_>Pri{bt@QEP`62uq7DpbyFN{u5uw&%zVRGjHE+!*r>rN{G zumwSPA;@_HToAPhgk*W_484gDB@O`6 zASeTYQV=8vf`T9@0DuAjAOe8=AS4Mv4@CJ4A(S2fSP2Ta3kiP*KqC+^;zczAW&mgb zf|ej?3xd`lFU8Ra1iygbGXT5}fLB528U#H6fRx*}=i8fRx;kb%yXHm)nts_i@T1KE z$OQ!@Z9oTzgJx*RMG7>RhYS?a+KPO)r1>uk^KJW!#&$uF3Li?D4|PHSeM%5@Mi_lc z5IW3<+6h8RAh->Llps(M0=GioW(Xw*f*S#FGXQP_!JQyaUQ-6Z+k9v<3E>7Mr37&a zZxpYV&JM*NAig1bcH{QC&D(PYMNm zFaiYqK)@RWTtL7X1RTJBsb|58o7S3|nmqzs0HBF~V-K`x4BRjVNKOC;MukpwZc>XA z+ns&u=}=gFvu9ZU@6_pvrsmH-=XA{AunbOaC0yDFrW2AE!`-XFDqEEK`>ncoh2!dtF)o+_>SD&g0&ZSG~7B?q^g{L{$$zv7b97TfByVo z%@LPrbF3u>eThNh{0~0+Zw;BUz+^DTv4f$u_J98T8EWs0b#_TIGcU6KHXdO$6>d(= z@T5kYE_l9Jj4@p)idw6PTPp}!O8v#jb6qR);gt9xc@9Xb37lig&az^MzGT~-T5~$X ziF}6?xbVcT(Pm_NggZR~PYuHOE*>`O%0`Nvki^e$O(4<~2N(Q8@=RgBONcQ9n+hP# zN0Ag0q$!y@-hoUGAd~&bNE@d+52=je7Wp8xF-U6`+?d3z3E?&;aNCoSB5Nd40|~mp z^}Y;ysBuDHBYAE}eKOLL&27&?2CI;vMjm(Tuiy^XB0Z%@a{{kettElm6wAw9?8rfC zLy;0IZmuD>CIIQl{WDngXJ&{?#39o-7}pDrwsKn1I5nY2b0S-JaKhKlPJyV$0OR}Ho!wx_wl58zZi*yA!=8{mB7G32)nCs1cSM30l@&W+s5?T&IhA9GS&I9VQRv1V}MuXPLMRc)zNqkU_B_c>{HNYW2(ksBxO^P1`QbzOjM z%!gQsa&07GuY*YNZBFD{IO-i7_kk0uyYBv!`TgLEv&ORBHO2=S<_i@4F|hPTjQ&uN zejixTK~e7miytJGK1nUy2k4K$weNf8UrJDJ0*lZ28LuVgu0u;7gjk=&Xs`L{&-oUf zfQ+XQ?IqvhC+UU9!t>e+i#FF8KQ1xMkJ8PKGk+Xdcqc-ACro)MKz=1o|Di&)Riph< zWqRLSjMHaCeqM0COmw_B<9vO>`RbV6*K$6L5h9xf70heVzp8abq$8kKzX*}DWP~d>i zcf#d45(*vgg^q+`PeQQ=F4u7y6F6HHGF9p|h4G##4K`rFZ4h zdkg-yo@G)R6DZAz3oU=QHHq4u!RX4RHN+7-KawIXSB9&Z-Nme~(&dqs<+0ACvF_yw z?8<1@%3$-#VAD!Z^=fbJ3btvfxn!jc!|tzNsmoj{`pwFZVC96;;$7xro#&Ih=s6+8 zXs=%Vm%~P{Moiz0e0kV(X=m+ziDD&zI^`|pN4BOZiAPBbhi;N+e*P?U-`@BgvcE+5 zJVa3zg5Wm@(nUeq0FZd`WV@kd!P7VKsz-BfT(R9G>Ah>S(FTF{f}r&l*_4}?JWroB zkP}Kgd*;_>#cv`g9Z^0lQIy|_!x)_}DbJo|Jh~ZsMJ43at`RTSVNYAEx%QC3^RADN ztM97D9#QYFA2y&5J=j#ap3Ot z=5vSIjw+74K0TKo*W=?7dqJh})`d{ztu`|JPKq+taw1Nfh4rQRbi~lN1R#T*oAh>W zyf4Y8wL!}1{Mm9_n*#kGffvsi$V=F6Rrnz<7I5rPwAv+`tuh6d4@Vx7_uQ@Ia7sDu zDPwn|E z$@fVDZMso7>DBY`;)?0Uwi*xbT0580ug0B$p@Y8u{`)ou9oo|CWI;Q{l4*>1wAi4{ucIXf~VZg(+{%xu;(E@=?lV)tFO< zqfhKfICIcv>&C!6Tf>eWh&X>X?t*Ig(IcT}jzwNnO}Kr#%h|ov!8!ewdf?toN#|8M zwVu}AI9_|@XrJbtMvYTh2jl|eP$8QIjKx6%F-Ttw_^oy#_sKP9MbJtXr6&S?k$}EP zLwfQePW!hxAKGoVQ!(v^YK#7doZG6uc(J#dzO$oH`(f!^>ciHWbiMXv^{7Ktlr^1iT!WKKEEw@SQNb|oC0bhyneUK4( zDZ%$$Nz(1`wjVp?t#)s=+P%qYm%Pz-SuJV4&$4`)(rBx#60ZB?OcjL!4=AJ_SHNf- zOgy#GTo(0!AH2;Esq;bV0?=I{w1yCPSpaoS5HLTs*XHyQ9XZkaB0!qHX2z>0CIW!} zE-{}2vO1#Zw}L>mm8sX!!**L`qE%HqWq@EszE5btP#7J#S;Slb^%D(Qph0&u5G)Rs zA3)ch4q*aY(_LGOV*j~8VzCxy2;=10X(p4gyu7^jcUXTj9C?*z zf3q8@l)0ISG5m1vSYPXKXZ=un)lgdnwz;&oHm|2Pr@t<*uQs={BC`#XT9xdY74#+5 z|8s(uPLzvgdceo;kB&S$1pd~QjsLpI<$-vH`Jq~GwE~-C`L@a!$3q1cn?hcQ+1?Tx zs*51?=8lxRPqxNQcP5Qj`SfRg?@9X58ULz1@=6LJ(#U=Br0ytE zSLjT;|4geVxhI&|`m-bIbZh9z_DHqv*z3Is_xh6V^`~lJGv4>6f5YY&jF#GtmOGD? z*^QQ3j+9!AmD`L}+Tp95@HO6(EfF(aDbw9)L~PzvSMpSQ{7h&3Oi$cUp&=O1>$RQ6D%nz3=j1U7sU zu4bwuZm8U)ztFU=$hg1Ic(lf4rYC;7D<0PzHeMe%R^yLr2%7GU#MiiBa}0+o-9~C7 zhw36nYa_>M!bU0s`s20g%=cn6B|XleoUd;gDfAeq2pPlxi9mM01e66mbAKTbptYqu zP~G<3wp}79X*8cG3bj#0;NmXHfbVDWy>AqFYE(yRmxbtLxIS-AGX1T6^tv4QY7gJX z!$NnrqBReooNfX^FNNZCW#T`{$GnvYdMxOC9c6kF)Z7Q!-bO{6h$h)>EAqck5&57# z{!?@6kJdEv`Xs}O2%U=Gye*H=X^7WLcD!c)a)bNFoo*iwg#T0xH#_5}chpb+RDkjM zpdS~a?QZ7yzs~i0mS}e=+Wcgc#kpt;)i9%@5k`k2jSq$!9uE4lH{kOQZ>=qEuQz(X z5`J|W5(ClF0(`O}LMlpPmQREeEw*=NY4sFZ_7ywz6ub5myYv<~^yFG%iyUyZ-rZRS zjggO9W1e=W=nNJ87{i#4ms=95U1pj*rkmWSn|;R1tcLTx_a%QED6t{-XHB#wPPE43 zo8$1!@e^%H6K$!u_Edal`b1~SL|gnsZ9tK`hRv-FNk)5eoerei9LTX#DRDnn?yH(& zA(v~rzb5oaPmV>A+wD}-gXKO?#yU#Klfw(scq)ahsI>Vx%HPaJ3XwQBJ~r9WGl*&IipnYf zY3mZ2TN<36@8}a|WMuY#{AuRw;S!#bUER|0J27L|kyFk6Ba1uu>A942j~C~+t+7MmW? z9_QZ}>0ah!;H{-lNYzanOkGd#e7C` zZn0Ai!D&Z0=|?yzJK3oU>k$H^H{kFEkof~#^$}a~l4RKcOk;?ug_?T+&8UN8#{in` z0dAQNocee@_9i>|>3Y&zI9Zz=_hu#L#ai6U)ewy(-z&?$=T_WyOx=Yh-fe=59<7z= zuu`5c|Gvr!KF;#l%ktT^;<|C>J!J zHJ}Gy#Xke4biipnkZc0YS)vx4g^1I8h4B7ugvt2WBJLmJf#RPfSHc~-2ydlh9X-)(?$Tn z3?kY?BU(`VMbyw8X!I#G`W(W&MG?M1)8+z$`XbrKg<5Wj;ok~Tw9&LL0Mh`VeFvyU zz`P+aZ;2+G3Qv9n7o6pnv)-TKp^RIU{`yZzE zuOZof^lW#xoWY8Pqf;J)1?#V$pM%^dc6cbcu;sW|r~T8Iu>@xV%`k z#H`@$V&xLEn%8%>Si8)sTVhr&GK!e=940NDMopm4$NX(o^B~V!lV`2SGnT|DL(=pY z(v;2&;m$PS^yI|xN&LyFi7N!$c|30K#Q2WM@vZn#Dcp!4Zj=unH>Ns1 zd~m2=WC+VQgq6kiZ0YaWJJ_v0)~_|x`Dw82@p#8;eCylEcFpn5N8{ah2|b#`ek00| z33WuDHl$4(GiA<(FH^G@r@~n?Au9_ROT;kNu^$7OpeX z*BFVb^yn3OrnU&U-8`_%6*mFH9IbE;U50M zPN2UH=xzDS&RW3E2B@_fXsQGoFubV7nj)YwA1uoOO4EVjR4^}rhs<*0d7BjjC5M8^ z!B9#FloSLc1_B9wP>eem{B*&{pHP%JD%OfW(SA!|fO>i4%gVUV4e3rD<#~M7}IWuSW z`OZC=m1JgRl9|lPT30^ThuvOM=n^MZ28|Yhpvy2?2?blDQ334iKQSD!Fn=A89Kc>A z+|~=_6ZGfh=r%H28yzRMbd1?LmRz}!EF_)9DUiaBO%)a>KCr*y*y+su2htD8MvDtu zVA(Vv;3>sluc1AfT8OW0p6eVYjZ9KTCrSO|J3%pXZ5EmYR7J%yHlbU|>x#xpg z;f0GvD6}pB<#%pJ9zLuNfH{n^hag)RZ4IDr0DJ?m5d{4SdBF+*dI+G~5PTOxy@D`S zT>ENGyrwFjAe06K ze_*L2S+8{uK-U1cjzT?zfdA#wT|U8mNy#I{*>%;upfZ)D9kxDe1Q#hnGJIQ z!X5(9ehl^?3O)j(j>6Ct0A8U`pHV0U81){bMA{XJxkzeFMM}hCJB#qC^iy z>^h(KN)4Bgy*fI+v9z=`KE0Hhzu*%@4h*7t`%FB4-^9*W34sy-Cqqyi1VsWU0D|2i z;QWW6*`v{x0Hhv2v5;Kg!Y`QuKnKh{05Fpf+cXfJWjoo=dA|Gj{j_~&a_`Fzho_Ge zR8G`2k0fS}$m<~9v5c5}B)yDY)X2=NUAJ=^JRvxG7W5p&)JdS~MWL?!P|I%k7eCZ4 z4wVU^(lJmj50ov$mM6xMEykI@Um|5EU-lmUSRuA>E=&R!rbw8rR)+nT3}=P_I+X{T z$c>HSLZ=J!v&CKlF%=9dgK*SFYm&GM+ZqhOW0;5fgGK{pwQhaCpb(eh93BGEpY3{38 zo@-g2w3_72@;KVBBt~^Iqauc08BR;JpoOT=Jf6}WFK@Zr-U?8l=Qtq4^~{Mu=IkhA zZj3QGgiQ1z_;zHlhS89O6uQxq4UuFWq|lmK=E6)+L>wd$6TsAk7(cHe#s18`dSq@C znH{B1_At83k*Y{$Whhb|!z}b>)FsdwGmz#qq&b;c>4l_xL458pEVeWBdFW18>4iTT zofXW<0p=WzF*C}1ejqylL1XA)7DRXC*dozoi8F_X{l|Q4% z3Q1CCrl}#x@{9~^Ms+B&qYxQvLh!x6r$><9Dn?zxpM+fyEyszTY0Jp4rl(mWc`o#p zTx6gTsZD2OdoYW<7@5|LkoOGV$FxFAy0I`~fkEu{(>?DolJppvHjH#zX5LRmOD;0h z%xp_%rdcpTROp%J%sdxHjx#gYVJqk@?fWUZ*8?QW7>WLb_*_C}w~*_}e1uhLzwY?%9?xo3ywnUO`XxieN24aY>9L??y!|fs6{`{u-u1!5Qh8Cb% z@Y3yt7^a+bOEJXf8Z$|ck@9`r?BtrBELmaOvbrc$lYi4dnxeqI`WjH4!o)i;@g^YM z2UG>r`bP{^iEUYxgQAG0JcB83F-uS3#fLEI1+@AWCOv=_9|MXUAUuHxFR>IQj`@dx z^b#h$gXbTDxm#dGU6g8dW!*`B{l|l4{o`bHiMbc3xn~gJHERAPcJ4jL)GILa3QWnt z1f$&)*E?kIXXHTT1#d+{nAVK1BF^pknB(0J!(&yNhfB=lii{O9zub>eICnvW{g^2C z!-G7xc5^*G$ftZ(;M;x4dhbtzNoGUI7GvqQV_DxvQoju*T8yOH;B)Lp(=0|4jmI;s z#aEb*Qy^PZ~>o&6OtUlTQ77c*BM zKmRLyp(d2jl>DdiENQ+jdb&D<*pfo-EMOIx^_CD@Gl?y!q^^Rc_8eA}tSgVykwxw; zB6k~eX%}<#m<`3D4ltvy7=i(v)(V)$+`a2{whjS=5kBU`cVDqV8i-wGqtaQ z+Ev98Ha6w0wU^R|nm1dDH>#3Wi$bXdVbqMD%kehU{D{@697=8^A<>sql(1Bg(*MJ_ zN9)y?rRs$7r!5%Z8%Te2wad!3Let3m)CotKZ92Rhv6s*L9NeSH2Y=xL*|*M{@7|@v&r|r}UGUjc zs+_PY2c*b>HkT61dj2>?PA=lwO|QedT=$C=$UpCK`rc!2-l_4n=KlF0Np4$qpp6C} zv9JmU(B=j@oZvG%>I)WSC(Pxyoz00C`<)xI z=YBQh8h!hDVy}Y?w~08~M3~KW$8P(byLE)PeGZBE9p=&C2d)>7dtbfacj=_g&TSgv z+&?cJ3%+{Zd5>i5owMOjAEzpO3cdHz|JtMAOXoC21=Y84neGzM6XmhmCGK(dSgD3y zk&b@7o9AdwQInlxx^schU4r@d|4F)gI{NZneNi?o0gSEyI$c$H zFuxdARa5Wn*Bg~kZf^C<#JEWAjg1(G2|vd7plq)En+iq6%Fk-O-a%2PkB!<`q+B}} zyo<+ow_wQ09o4GOlAhcOy>$AQj&_NGL4~1l{DV902X;8fh!%fRs4+4w*Ei^M56XM; zwBr5iUMJTsn;(sOhMkU1-44!8dWK1tF62LbocHLS?_SZ!bFzsyPKRGU8FTfF#{sF( zOBX7&G)H3-S{yt=jvc91c+&IjYwX#5K~ik~`^17T9Z$V?!%KFTjX3X*9sJ>^4^}F? zZ~FSR-q5i2t5M*&vo+r=`x27-0>aBQwSFFwaTMin-_GG7$(eoURIAdR>U(EeRi8E} z+zOG#c!@$bLa?1MY%7W}5QKv+9EiJh+DDehQ=0RK5Szg^l$kiEkraQ*i+d@r<(!Wl z&69u8X=|AO=AO?UUdJ75+Cr#r(tJh|T)Glm*88@r2(w%56ta*Kc*}=*!;4lG#LDxs zz2wEb;z4~7Vt+5l_M97~EyDSRmrYHSQ(J=fvna3SZZY4phkxu5RTY5kW%x{_dDVr` zRyzf(WQ7Y<-s$Gd>;FRwRzdzv4J8DC9l)R zZKbz`T{z?-1YAX79V}$TfpHha7-E1K8nS?aCkO0;1!+6c)#urI-tV9OsetqUJRWW^ zQxZDgTDUmSv@q1XG}1ZWT{~T$iZAjVPqFUu|JWO-G8Ahxlw>v#Z`z({S)Uy|QsyvH z?%0`XSC<|3_czk&>dNdSZeezsLL^hE)XmM!t*tF8mHL;Rt^64hfiN>Mh9Bx4?QR-s zuN`cu9B3);Zz}7nE9|b$>8;N0uFh^RXR)*DWS{In?X&=mM9n+q4GtJ8iOwNBt7rT_%dGZHdz-u*${=R3&#KQ8n1F4EwdgeHW@B994*cKFx_7~H(0hXQn4^nI@^_s|K))zHN}-0PgVb@3woVrxwAduW?j&=`oOD= zA$NO|)q0am+QN*h-Bt6yKJt0AGsEckScT(kPww1c$$U>9t}$w$>PuhE+AkZSu_P6n%g3~hOt^W%PQ{ZsJI=aBOw*!MLy zK~pN#KsH`oI`}Q0>wS#DNyzj(`sZsn))wU!jU=5&ju6qA}b?dm9v>L{)1 z7_I79?aD~?l3>NENabHKUlQ$~8QvFh{vhk2anRS`T;#VqF?J85Z12U{Kg#l!OLDjw zVt6dd;#|1tsZhfsVTMOTza9%RI2NdT#7}*XhsqAu4-)n-cx<1;SN1>{00g4aH&I#@tF|S-NnwQtNriQ1iz>Ye^VR$xY+eXiR-!g@K574zF9Wc(k;(a z_$%Xks^@XTi&JC7Sv+9|xAdp)j3sPbVzD#w;(wN%E&NTNk%$XqR?QjVZ~BZxS|qcI z&zAn>Y+NR@0(#z6FGT zbM`X$`d_oN?@soK*#$M#6*+nNA9PK-$MCCbt1KHFfk0X!E)fXRQ&afi(eduC(U#iL zn$qEtoS~A;{_L2(jL@;l%<+os@$!tZ@(dO`D@_|KP8lwY8_ACuOb_iz@T(7T&Nfv3 zDl2>p1+HO$951{d08J@OlcK<&zEqc*aL;GaQS&3ChWm%LMEl;OyIw&AuhXQ!^F*IB z6rYRBzSow0?oonYtVSrTMk=mGD^ergtcE_J23_Cs-Q9Nw)p809%E5~!F#a9D>4`C` zRMt|SY{cK&h`vJ&xVY*fOEzYkehcRGL}}5t85#E(X$Kgw;*2msdXNMo0#B6a#+Ps-vVa)arr0yrP!)L?q_S6kPOFn?qzeZ|4AZ727bXg=Cq6fpj zLoft=xc?vQ_+7B>f9`jyInwIFZ1ZQfcrqKlBUR?iLM>*2Hd6eRmic8PQE4;v(~95Y zl^A(q$lXPoLqz-IQ#$~i;58LEfR5=?sGBYPEmb#ZU&yG zrz&oye4?dkZ^eJwh<>*f^L``XF7@ZBHSe?Q4l=k$sJ?4pS`A+F+q0E$ff{~#J>bN; z-vO$tz^n>9{1{r$hgN)~@J3v-#yrbTdzP$sO??s^xd9dprIAK+M$>m%>8G`X`^)Yp zmfcUSdYoMLI7W6qyzGB^J>s9WgxmDI&x}G{MyUzC)C4IpW)yy5HoMRcg^FUb>EvC@d~u`&$NUmNaCH1u+zBr(1;v7_!{b!Ll5eJ z2^(qpFCAv5`9_KIdf1gU-xFJbXEy?lOlz~_4Y&x7;tOV&Swncz1T|rTnzm)1{|=j3v8@E&q_%@HtF%JxXQLTLLHvN}~$!)EjvI9h&eSo_dBVmV|R8ptkGKh!VVD0W~YbetSTX zlGH?zH(|Jgh#w~5#)%U+;?%@{va{uXV`qOV&;Du~S(xlUA=+PyBjw*Lj;t^mYyF$r zabcE1Adr^`%Pei<^74N~&z2S!$47Bp9eu@(MLj(Oy*&e6oqbI$&HraF_WZy3zh;&x z|H_?_Ssj|Q3p4dIGdpfRGody=`FVayX>Lkkep+RIT6JMYb!kqYv|vwK_(@p| zUS5h^CdMu=#s1MYrmT?jR!A8uq|7x+;VPw=%A#gPt1BgIE0wIZTtQtfr!H5lt^QhD zty^2JUt6hLTdAY2RIe--Q^;9lViJj*N+ze13DKm*VB&%|Va|;(>qM9_nwwIco79}2 zRGGoQn881q#^0O9Kb*lmnZ%vPkMElpm&K3mni$)S8^Rj3eA#0sfyg|xYC&X+J6E;Zc>r3&}xwv&g-X=@i_}9?b^#`1_ z(AHXMEJoJJSnHy1^fEU4X&aq17CY;ruXWJYo43~LXw+&NwPJI*Xmd4Zb2)y460u2% z+#pA6kb>8Vp6g3L*OuJZ2tU^sU8xJ!EAs{`^E%6OdMk5=%QMELX)WUP$EE3y3zJV~ z$Is1;9h)27KRqlpHMD(p_`uB2;pySy(?iE6hmPV0&rS@S#rGW?@0A$q6&df79_keA zYXg04pt~7#Hi6E1sI>}eEQjh#p_*c-wuEJCtjK|j(x8GAC^rGhi~$)@P*xO_5e21$ zfTSRh7yuFjpm<*>)*D2-gD^)BYzG3Z;2=xb-y8&5K>ntX*H_^E6?RkyKU5)C4dAN5 zVrM_KA$M)ypai)p!$Ag6gb6yz1QTt(Ez|XES?Jq}7>&j>$F|~(mi)x->im|%c-;S9 z?reSmA7yM*85{Ha_wPDicblEU-$Xe)ck+2{=QiWTXz`#tM7YcTIj6Zp_&hiJQFhE( zH0muDW66#36=M6r#jb@$dvXZ=5xar4(p@gz`ciBwe;GRKh+&M*aCwA7>$Ft z@i4X@0?h!l!QAst-p@O^%sM!CJ%4WmuvXk$ou3q4goVEW;0t3|#ajTxa`2|`33>tW z1A@!}E9a#JAY}kvuviuN0J9I+MXgRQ%?ykW$hTcQqF$AunPzPan zCybW-D>+0#f-uDYhnfjOKp0|e|HWtQ0B{1p2SJ=LBn3nFAV?m7FA%GtOa}&^0q~LD zQT6bd0SDIyz`FYhh586XN)S*0;5`h#g`lSZ+=8InFnk-0egMIiJ9o5OeJxQ})8gRy z41f^~n*x*%2P#z( z7)G6jp-U*}HV5i8ANCC|<~BR}2{-)p0`FCR^koQ^hfrD=*nyMHi31(Ljq&0_nW7;B z0K0KvD;^#xx_rO_04IP66FgAL0RkZ-1{z$;jO*E8j>0fNdPs1QI|0Ez{W9{_FuI0Ik>K{hC~8vs38Msa5z1OiY8VTK{@Ss*q8 zL}pPkW9&zUc3;aDIONVP*&mdM`_(d1UOQM=(W_>JM5ZHE&5YziB>NY=sPT79QTw6e zW!#`s7SkvLbsmG-k3(IjK=W>>P7p5PL8ZZPIwzdO2Ng(i&VNC~8hac4;IwNFYeEM z{754R z(@mb9V#g>AL^?~5;a2)c7k#LW71|o_Mur>cokh%IUwV`VBkdcKWz8}!7Jo;A?=r0f z8M*+`0*L)_M!q9su%0}tBxgoWI zNJ9+L6pz#dF{}NVr5>~#OGbtsGeVvj^ax2&LISQa{ZBIr&5+Jwq^*F_TlIUO0cpsl%lrh*=OM%6K3yF! zzH&0`jv>)%v~)8@vI&xDO|J-L4Add@35-;8dZ;oZ-3lr3WfZv}d5*t}+!*fn7#{bK zQctANk)EQY9PTs1_2{`j>4EB7#s}8bIJZ9WY<)s)DnVN+V9V|x!{#7O zmycn(lWu^atE0EH0b(VDIG)@3c90REfTTNYIX|ZRD$>&(81dh>OmA%H$gX|hTz>=B zv}KSKtF3QWHou=j(!bGcjv^*PNU9E!ZOaJ$!U#~I2Y=e~lHc@Hr04n3s$&=-%9~n3 z8>R;~{goLBhBV7Vn~H$;5zuvEni0gb5uknJp<4+cezzE&&oRUj0gI?1RU490yyoIQr zI5yPy2u~p5bFiu^O8h9iVJNinnV%>RRy5exv{7U^nD7jc6|pNiyOuxiAt(uxR3w&F zwo%lDsCwdy@1eOj@Pa%{P(&>%q9)~_=_g?7H8iWqPyBw0;Qo-{`(Z9vd&W-<@Ah`s z;eMCt#q!T53bh^-ntaMOd@m={bD_`*qA_UPMZ4_w%C+FY|mP1&msM( zIU}^B{K=G+v6{~Qx*7j0N^c3duY}ZFKc}RwWsq7kNbOlGJw=qR{H3-ma%T>?E0@%rM{3U@wq+4J zvREOtjy!TtA*HL31<2Ym7aQVdQ#`3PZK*MlSl~Zq@nY2EIkh!s zxw~w&ys|}Qp@8vO2XF){HR$!SCXBVW9>+h zR+Q{eQh7QtCyG>JtD?Qrjv%e5lef$bI+LMRtdUFjkENgx$PS^j7g5 z7yN+>{vj!%#EUTz7Kpohy-ewY);4ZcHlWFiRpr5YoIREJ=(*R~i|!{5+3($6r1YWV zyLF?HcB{(s((_WOJK2Bo0RuMJPJ~BGkWG;r{Xd!HP~TYhOa(~i1!BL4Ee@N=@U=MLD4p}uYBGv6hl zF2ZZPL*xS=+e3EDI}zR=r;hu-k~2AaR7pax!N)K9vAq2r$#2^^Ohnm?MKRwcwrOtT zQsG7EZe!OKKq+#gZTCuB9FPgQd`5RWzx$~J{#QS8 z3xam?6+gUDr>&Cy=}jnQeC4x&05zlqkrzTA1|(h2m24v)?LID!lA6{*rc9CP)Gu zeerOS>W2oCugQ<^r#!rwt?;@);X~%Dr@8V^lb+nGw=~OAcOLk9-TK8&#%TD;E&qNZ7+uUz8xEKM8x-yxQQ62>t5l| zGm?P^`F~2YTZv;Vw{w_Ea7W%g9enM){r>GXI|Xy)9@eP7^xDU7CdQ^Kg0+$nG~CW- zEG1~QLtIUi-$asMON8SMFYIzi+EiNP83*)=8~c_I^HGH3lPK4_ZJaOpuur(qpCot# zZ(azyb=Cd+@yr)bldqpL730tp#HjK?E_)>dPVdzhMeB>PS?=cdJ-sjN#+lRySIu__ zYl>jaBsmPlIKGNt49pA-YVga?~^?h6|V2X0ZmX*f`+8o zA!!bHA0PS{574?HHq(_b*_nxNPoL>2oaxS;XidPi#!j>)OtvLXw#7}hL`^hDOg2T} zYW;Clp7{E}xt=W2SQQChOP*{ZPqvXJ+LmzjMBFdZSQ%lYXmPk`aWHRTAalMqd9FKQ zx+7w$C2+dgce>GQvf<}+M@WDAmjq4rOp|Rz-(@3Ju{qX<#!795ikxQJQ>Hu8ajl6n z?dj94iBpZCQ@?!1%fF8nnGfgc^ryWW$d(_>`#4%+fUo*KQR6(>}A-1lRk=E1^{2W1fokyf{#9~Tg3L-AoS;v5+5r+bV1URH#Eu8P)Yv9lc4(jax6 zGyFRHfXg+$A6NL5Wl`2QP%h6wqVfJ}|5puR?|%6{&9*p|s4g9=BRrf7x67{%I% z4~>y>m0s5}tq(ONskbKUr&^rN`*FQ0RA*wKc@8(QI5o;*XS09U+1xa7;a|D4zu@fO z@!5Z}vp+GkKlNuUe73YgVhI~5Wa3|T#=`3>t3<*QVc}oW#+m84p`o$n_THkJwxHxZ z4MTGSS1&_1FSGA128L$;<=L6Jon3BOWkzaJN?MwZy~p6>EOl*-Ok%OKKNsW)QSfw7#5#f!z4f%AB#v?6Hc>vGUCE@{G~a)RDr(k;2%K?1USVP9~;#cz0;m3gACaP_GRb!!O@>h0{+5bjplHu!bVu+jb@9m!q= zw!zQ*OQDy^{ue1BHjvF3Yn<%cjy2TXlrTMfBIb=bBUBtcJ%osHZl?&Y$JbI`Eqp(?WP5;M!awr`o>GJc?t)o!XnSF9u^ z<+&Qqfq5M))q$H}&OM{fHu(w~eGK8=!*iObaV0RNi6VO*BS$=^Mm$>gy+pK=rIqT^ zYrk%0KHG@Dxt{%Uy+~m->io z(P9+Jk=>3BJ_X}1;3;`{>OB~H3C5p6iyDF}PM24G@2~sc-HLm&74vi}^dBVQ&W8WN zp~s;29^7;V3@E?^#{;wsb$a#JjogRSh$Cy?IjQ#8wVzVdpOTXXJZqV9n?;JV)*^G? zgh{?fW}Ku*9#UNz5_TM*=^C_T0?+BO0%eQZU|tVJcH>NW|6UWeS2i3IoQ_J*Vf+tfA(U}|C|47hC*3fU1j|{YjuUPvOK>q`ZA&4Qs2-Yt%N@T5VZdZCqQaU8a;$$T?(EI;;3>DTPFcA`>FW z3xR}L=fzo@#TkS7X^pu_t@+8%bCVzDCzaKu1&Jmo!QA3bCXY| zC!Wkr>d#G?OyN`}@$bgRZj25c867${*ngm_eP?&`iO!bOeZ7xI20xAud>Ze2H!+|( zF`zO#tg|@!gFG3sJR3xwu%+M)$m1q!3yEvX)$5eH&E@9J)z*#WU+d)D4RRKXosm*E zC#Zey%P3q%JzFFS<|{?N;XXm*>^UbDzkwpGh-c zh%?GdQ*wmKm-D#Cvt#FH#}3bpo}3;zfE(hS9Fm+GIxsnO5I-o3AC$oj?Z*$Coa{e= z>)kolyKT6Wv%d}1(*k;1KuvoXb{B`@Lk z@82_{y#tM<l+gU7pj+f&A27L;Py3d7@7sTlCvsrB83p{?R;f*r>pI5nn-3@}BAjlVhUk@Lz zhJ;pJz7W94;g9BuK=H=#2&4%KNAYtIv#?jdve z)r+-lSE+uh z+<5L%Erz`nfDQ<>12E3U*NNrHg`k=PN6XG%jF&y=$|dj>fV8tG3m;wggrIN;4u(NE zz&1X7i~sK2r=T2)W%mQX3qVc)m;p!+0CfP~qo5Z6q`gt34&VtRxUpZgwT31pJiKZw zP=!{5pl1+t9l%FncrO4yE}Xj|F3t^rI0TCV_&+MoU=bK406|==$}_+T0X`V!hf!h> z>N*6y29Od2e}N!PR@e=^!=QD!1e`^sBF|p5<`K~U6G_u&wVtsW(9{8t1JF|d-Gjhg z7`lc+JqAEmfaeoC`x^k%Ay^xNtN|Rt0fz~~_B@cY0I-*UwM3yW;ur-H^nHHJ6Ct*n zeArz8sO}ZBJ-zQL8orH1-DQKHvcvK`sQ3Kn7d)uDoESL_D7U)zo6;Nh;*lZ%j%?^K zey;Fsd@k%L2R4)|8s!P093c2Rfb3a$Jzx$)!5ESHFP6(g<132`OI`hqwqCy;f6hOA z6>nli&CXp(NL&dGSqlm#DXC6y3XB5K4M7bMR1H880I3iNhghGy8vwQd`U=C=0OajI zQgdH10DvMC)COTDAih~hcn01+3Pjr=@oK((QQXosx^`1F?cy`yks-*Qw~aG{2hQM!ip0=Kd{FLoY?25jj1!ZzjXP6{zxc$C z%IkabFGz*&6|8vpPtJpjZH8(&AD@pFXZ-&Cdt+^dLL!moiBls}|9uCp|0zQtlL(7T zWFmQ)L|K|=osOjige18*Rymps`P<;_-p&|ZUi$ucHQ8>xAZVi?a6QX=t2}{G6~!p_ zqh&bJV)fTN?r-_ZQv=oLRk6&G4#rp)GTD#d`;fsl1lNU34Kl|&k;ZhS*cYh?W|sLg z3fz#2Fr+ns;d_nt1<nS=F=wrpBQ4ztpaSsjX0gdo2n zkd|adM+Q>u&j@*fSnp@(iXc9ZnE4*emTXpy+SD*}W(=7bLxww$&O%0a{_n0rW?eK= z6~wIYMJj!e3V&v@HY4scQtXZt{bXc(W0d9k*QtSYyHpY&97TDc^H!G zhGe@iVl@~kh78Xq4Abp2V-Y0cBO~63o?`wx-G*N1gmmR24axK*Lq?h*J`gEA z{GDgZj8J9-K4OHuMdDN#iCPT*my7~OBt@Iydj$!XXL?;j0-i9!Ayw zW7MP~4f*uWGDd#`qb!2v`iA=T_?GLFHR}gk&QG^&@6o;Fwme?{4*9Zaae7@D-ZI=t zx4S}D;of)$==xlU{eg`y99!xbrmZ+#6JlrrrXd%@`7DxdLyt3OL>Mq)%(iUr(4$N@ z1J%|wcCG2{*wh!@_yDhK2yMCE-LkntGdYHYKHaiEzNHN@oQ@$Oib#MmEl7uv;z0BH zKy!b?h%(#?|GMS*g7#HrLx20G?O7yUABoZ2(&A$n2{6q0X+~JOrQnwH!7bnG%z(QL ztCO2X$Jbq6(SE+7JOOJuduT~ko1ULn-td#}1L_;}nmkN-3aFn@n;Pt^O4#K$SgMZn z##iADRrclA5ak1U(^zs@9<`~(weeMQ^XF5dirA+9E~?(1RW;FNWh_M*y{f^xWh%4s zk)8MiTD%7nUjni+imZ$#t6@nW*$5vwwyaJr>q#%Y1B-9qxo7D4SEz*#(ENL7ULKx( zftq{EG85xKjV6(Z{`CU+Ms_m@-p z%P74pYR2MaeMQ9X{FOl#DPvWY^%hbFDpm$7NZkd?eWjGXlBLc(a(5oFHJ#LwOl(ah zwq`B0W>UKI$z8dG<|IN>Jh3C4Wo7KhBDJQmf@yzZXyooZa!&yZy0xVe>Z1s?5lfA+ zti)ME9HBm%)RIJQPFk$+TS~GU(Z4+xVYxO`LuoCbwimAVRZu$$sjc~|?FB1sh3k#k zt7TE^c|PlYIutv(wJ4p9c+-_gGfIdFA=rcvZNHcjw3HJ!mmV^k;y>zQ+41>pkNWc& zJI#)#=Srp6D`hxK_X@P#I2$LymA{=kU6eD37s@)YJz?LD&>egM!dNpbu;qXa(BPY> zK-nkdYF*>_+c$G=U9c2o|HuifrG$M>9({(zzQll_)2E^@UGX}8GUMs3Qn{B-d$xaJ z2ZsEtL{56JmcW(upKJI_wP{=?3RA?%;YsuxFlSq@sgl$7xVjv41^!M$; zIwD*yGNKNWViw{Y4m*VMUOcbY_?&g;mYWD~s5F0|ID7tu0|TnB+Fo33eQ{V^fX zxlZm*%FUy3w@!qfkW9LIwB+%P?-J}bI|M9uZ-32=w%IMFDbDkf18s45x8Y&g;8(BA zj~;%@$L@OWT;Q2g=G%FV#n?6ZF>3s1MJ`yGAEn5L*5t$J39%{iVf7{XZTHD|oIa{5 z%B?QM?s(xup|VoI$>UjXo@OX3qqF%l1 z3yy5@@R=wpAIZ(1&MIuvH4G4hb1xmuxq8Z#2Y7F1PriJt{EK?@tsCaT?ArX0nIvDy zSCiqK;%X<4CLiCCjNJCn*#77Q|C?9cB?RKm9yXTTR%Kuod*foQ#;2_3Pa+OUH-1zo zlYeF>gtisu@z^Kjb@Fh7wQYA`Wb*s>`35F!jy`V3_9xuCU8`wOq@>bdVN>`;v%%Q7 z^wo`uOPBI@+PkYlob`z7Nq zoT%4SsnJ$%wXhnCifgd6u6*;VLE&-QNl9;UY{A2uE=Og9FP)6JaUtZNlSQ8tgRlG( zd-HO&u4=upVZ|r4)Q8tycZ=qJd|RvaCGhZepWWMhckz2kahVIiJ~F)J_s%paT&a<} z=DSbGbq9O+eqjqy%=ewVQRnstoZMx#o!eTH+jTEr;1SUu5*UXa9M(Iy?4cG z8iLq}$Jf#y-7yj4wvgns-z(&HOw#$FSmMKf3g11mk`~k!Vb>By8;P@j+sIoZo#f5sx313Em*ZkaOdw0C%VSB{`g}uBVdix(sQH;F|hl?z~ zh9FiR3u+u}6XiZ=vjGbsOyEH=M{#x|EHGn3n{r@G+0ftEAP*imQUvzq1`*KaSh_^0xWRp?G6 z&Q9SbM*2s)TL#-}2U;upn@al|OZys&`|9#LDl^(EQrj!jTFR2^GJ`XGb#g*951Ji^pw;+k)!5(MIQh{R>orHagt|9i)Q3DTO*Kgt{z-y0;r8cMyDg zC@@mxGuNMiYm1v~OPT7(nC#A&?#Z0)&6@7Xn(51)>&u<%&6@4WnCVWL?Mj{LOqlLS zT$yl`z{CHQO0E+Zj63 z8amsRMwx2rh*yeM6P>7boo)^8%+wz$ahz(394NG!Yz&=jjhkwTnQV?^0lTJ%iRS33 z*4X*>xT$*I(E`2k0=1DGxxS=({mCzf^EF0_3`dGghfB=*Gqqd7uGje=X^VY6Tx>ty z7=vp|o$kq77%p2FE}b7Np6kn->dct#%9-xW#y3Xd8bYSJ(iR4brdy-&4MF6QvhMV6 zA!-7x5f?k7ZZ~<~NcgZf?fIdc=LeFn2{_7tG`(v}9r4rcY2)>=_%%{XF6hMyHlsSlBPNm#v6mj8v^l7p%X3P3;nqZgXPoxB@><5xb_r$ zN5W90dvCtoNTt_kwR6SyqXjQ9b?*d%PQVU_V7=WSOzqrYnPX|d`x38Ll|FAR?+M3Q zovR2}sE*doc7LsYOG<_d5&)=k+d1NF@7Kj@S48R*`m2|O8PvoWdMg}Klm-?jIW%P1 zUTlZ8PD7dY2YU((`$~SaXPb7U8FVG<)(6QK*ibAIn}f|)vP(qtTENJHqrQ3oOWTLTtUFgs;EyDQL05D9}0pL z@&n`x{NEJ?DP*}n^w-@VpmQid=di!_!2sPutfg}(K>MKImpvXT(r(Ja&hI(CJ;vBR zL_gRMa{!2k4ZV$n?ary)b!jHurLOHc4jp+8T}3~;iafeYe0od0`igA3GSz#t^~qyJ zgrSPLuB`F;(D5pl$r{(`X7A}1pXnCA=~lm)&fvu^zs87%<(}u-QuJn8qZfzrX8N=6 z9jW8Z3FD1%qYY7`^$|nAA_l5M27d()RELc>#12;cY)><4jn`_5QfrD*uJ*f~WOAS< zORpmEb%yQ5e8*cgapsdF?Q^)H#mT?UM*QF08F68n_($9L@6_yHxwEAO%3pT&7poB$ zDI@~r4?FwYcSc=Z+4?i9D=WmsrN7R`g@whbsoBAS(WbVZ{K^);=uA~D9c3*8RXwAx zmUcP@hX3UWnt}C?qKayNZ+8HIO;7@Eeu+w5BNIuazqzwT!t~@MZeVb%vwgJr*I-3{ ze}3vfLE1o3+E8)&NJZ{gRrY9k)@W(QXi3^gQPN03{76CUP)6u*N?>oiPn)-e$IU|@ zML^C?c+>>jtjsZPCf%hi+NUc$VzO_z8rjSCE)II&_inYYig#!T8{ZzjQm=}eMb1f@mHYtGP?0JHc=XOWrsZgRD2X{ zWhv83v^S%#uSZ;7_c}8^6x4YB=Z>(a%kO!YvTvJssj;U!PA#e zojak@ZD8mQ8%dvc)%6h4@Ppp!!|aY?_9ih}{E_N!v|?SPSdU(4L`&CLk9xNe{)Xal zY1UY1BjoyO==CLsy^ChNvs%!MGOG6$Jf_S=OFFcXe2bQHb2IkDR;2V+2Kz-*y>wc(p2V5@$&#Lj# z}+;28D_#}H+jwL{eH;|Jm0IxJ*3Y|2{=mm zac0tfKh5hen)4otxg;gZfkWa#>-(JvYb&gOFO6shq4)@VU zhNy&LPV3n?f%d2J?BCfLXQuv8vwsw`f8%2R@UlPif5kR(+R&!{^&C#FBZr+$&(3f@ z5SWZP#y{+gN~64(1%KxvizVrn;^DzZ7Nmzw3YSV$dlIOxFC|9D_!s z)5+7sn#qxb@!_!Xp#b8r@6?FjpRNDY@Qs!tr% zAQJRRW2Pj61##4rG-f1!t_e3Kp|+fmy#e-?BL0x-j23&-#PU=IiF? z${6%K#%va2Hj_?Ep;E%Bln~l<5N*nvI^{7lpNKhwFI*}*sCkPs2qsoJW=LQDk2m816_a5$PKit)F zw72uhV88lEzYbwQZ(`7JYWV%+kO^t@J$2HbF_TQE#M6l$j7eL@nAO~b`vN_8ajtQB zzImC|w#cksWE3tkau*qyON@*qM&2T`e3_$?aRM8c7aEsYwacv96;|!aLOpw-m4nX~ zd)Ui8s|(G`%$j9pTTTI2*vCeP5tBvMBZo z(~it3^Et91V@jJ&RGpnvq)pzZjX$D|E7HalX9#!5qgSVfFHa2}o9y3A9N0_jKSk)3 zBlJj*^=={b?iuadGt#qlw0rAt*XEH9`H>FEp$>uG7TDPc+W&yFjvCln4O^>0V>zrU z0+j`vw8r8LP?V13C4=->kP-ot!a!muNC<@SKSBIY80&+?`XRA?FxDGJeM7=MVU!09 zc0znVLT?NB-2(Yx0l%99uh+;|1IVFfIvnH7SqnO80cUOCqzRog;1_M^stw(B;SVDi zY>o@F6i@iHJMHV$f-s$u81vF-pVi;LX%sSvFxcBv^W@a*P6x1wMNg6_nj`?&Gj5M&#Q?8l*}d2rYG5e-pZV_DgN zE0;U|x}1V=eTKjdLVpMY0VtG}s@b^F8vsWD!Ucq~cF3h}SsyHfcjW{XLJb@=5PP1?Epl+RCj%%AOpY-6t@{5(hy2QC=Q?`0;Nz+ zkRu-ef(R5xk##s!1VN5K^bUePg2-bCo&oq2LL~$m^6-{D)20sc9y}35UkIZwh0s?bsHzB}Ab`IDfaiJP z-;9E;s5BSJ4GswK;pP8=a@zpp3!c}Bi^~y#t^jd`;46e*5om)TW&lLVY$vDW%@U_b zy@QpXy;AQz>$dws%g$M8YhSEwSS%`JMa8my_%FOMA*>T00-zTn^$=75PyoR%2*M%o z1sn&^1^{DDf+g||g1Unj0|jK_04Rk>I{>4QcNB<@;3RwS(#>LfN;VwJy76Q@ySyi} zWU!*X?71=F{!1)61uLw?(u%RD+~3jp6OXkM0Z2fQ0&%2R7FQsG6s|`qH^5A8kdD9z zh=kyf7y(>@Ff8BBld}me-N|3DnLkbhSG-9eV?CN8gv(ve9nS}o1!1-{E_(}4q7*Jv zgga1_KT?7(d#_aSDf#S^8$x!iPdvFl?b4AV)$4gL9u--=rV;vQmavhkvYz}bVrg#o z1o^-3+V%g7MWNE@vkVq%VPT&2`}gmb((*(%uUsFGdgr&pU-c(GE0Rr4kPP-Re`>B| ze_#CNx)5u#8ey^Etvc`ic;4;lyqoeupw99yx8<5tY@{6xDD$n!y3~#q^vxM zvr`$qRujEe6Ur|9!j98e^SzFJ*nk<}vCl`=l0ITxdn>Hfw3NtEB<#RGYORWp=<=DdalHpVi_(Rb{1>8nrO?e zPg`rsT`P~n3WL^4!m+Z*wb*xSF|V;8HSFX56-#+6!T?LK#(vpiDYjVl7j}UUmTa~9 z^YKdXD|VLiYO?i;w*uQok^T9^>esXE?DtscQ?}bFEJk;&)DQcq$aX)4`9E8Wea8uw zED6RcV%F-@vFa3daTvQWoL!xPwH9JUVJnVGi-vnwKAu^&y}aajfAyQ=_zW!S3t$fWm$bN-UxF1Kz4 zEtlRMW}6*awm!vnQ(Q3FzxW)Fz2C6%Ms(G5Oo?e?+#9$-#~ z*`Ic={kXXr@R;qZx@dit`9gqcvK!0%w)E}AypGhO!);E(nztTPiFfWkn0tuKDI;@A z2vZGR(dA_sOD`C2#M~|~8m?n1gSltOyeeGO;$msQMP2>{Bk7eSJG#+MmX6HaOF^mv zpx!}fDqz8E1IuUwO##l_MyU4@nlhxTAhRkcO&wAmgIQfMx{l1`J!I+*N_q&%j{sE_ zP@aJ)MM!=I$8N!q%jnQGWbir|Rf6N1Qp9)r$e(TyobFEk&>eJrQvdE$^C#taom)?K zN`AVs)$74F#hn6Lr)BQ#7Ct1&eM*k^7M?#MKWQiZK#CNJZkXRW)t_&lV z{G2TPNve({mIafm!pT+P#EOuay1423I7(CUOiMbgCF7srRFD0MPn_*2;OJ(Z9Jy?+ zzntD%GTT|e=qli_v+e>$UkRhPbhb5%)|N5XTgd1wW%QOXx(nv|iWyz`v+X&YI$iQP1I~dJf%E%w#1kC-C)q{-a=gpv%8Ghn$PMgW%ZQLx8ySG z(^yS83oS(pW%2W=9*h2lbB4#}^p7sOD$n~G(1YI7qa0}o9<;2`*|Kz6MHaOne$3yl zQsG>)%8g<3SDjC96zvc$ltT-*3Y6`ajhEm}6a%3mXaGOXO%NBpRVs9goVOIehZz0? zH*^p}ZA3xhxyyyBnz0v-nKKoy6mu?Z4VMG{qKG{& zG~+=WrG*@}Z1^B6WFgIOB*Z1&@?rs!e4(2Kb56?D+&$j#^g^fl z-5iSj3ys?pCaYyRpxnw#IBkUAQhRIRJ;A%+BP7LD7#(Myu+s}vf1T)xKG@WJYZC0so(Dc!v$3L)8<7Jz*b&ale@})Bsuha@u z6=VN88Gd-L|Bg-B3OB2@HEUj}*Bj_}SX<{kyis`PuU|)H!*+^<9^CO!g4bGHzij@&hXEmPABKY%V)ed37CoDKS&Gw+_%wT1CQ@^;U8N?e;wccNrLy2 z2uS^FcZ1s9#J~1_mcrRe<34Zr^X{+X{CGH+a#=H1Z?E^e2#B#cQCIuQ+L|T|7nw;xeUL~daiey#6RxXV6#oa@ATI9 z@*-9h!0WX!`SR>*j>gzcW~29g4=MDfo>c|L3rx7r~5WuM%~t)g0DsNOm* z-@THb!*@*j3~4u{+o;x*eYb6*gDoeTKgzvgr4w4pF~FT?d| zvw*fRCx*1?hewi%mN6cfiQv<(o^anRYRU&b@S`^Thz&Qi;X%Ie!%%6QmoN;K#5JB5 zs<|OCV0e7U@jk&AuGSrF*ctk! zGxT+9kWpL8*NW=8rXcHfckR}k;Kuyaf9{l+OeTdwp;D;~27^<1wz%|9W+U?tJDX$7 z(PwGXlZ1)k{*mt1-sY;lrqbTJ!k)UKuG;*r>YUb+l*WSimg1zw!uYzJaDQvn#BZ7@ zKea=gpT~SrJ-0&`1z-aYa#a#}AO;?-gKDyf)<&G+7UcCd)O078?E$Wjhk4@kPFH=q zUhi|IIpl6{vU*$i(*&LUdh+;N+(36L3{%4eX~G{b(C=zUlrgGv5`SI_s2#?=J_Fp8 z1cLQsQ$Cz+j5Qdo^%-l4r}X8M2Z~9(`J~=lQePgaFQ2pD^RI`~gN4+g;_03&az_fO zEtc38H#<@_NA99ewsVg6=a74|$=#Xc?qB4tq^Yiisjh_S?gUDABDp8YO!sDvR{M7TGHH*0)sv<-RQhS8>>Hu_=VVJ9xjSdNuVkjbV!G|u zc-4=gLYt97oAFZ1{`}{2O!IC zYvYfPR8BrxM!}N9zMeYy1fHKM4)N#P$@*U>UKefY6psXh|Mxj3YF~43>HI z<~mPS|ELarTIzDV(PCeL!n&}Ni1%Ui!wz8g_qv8?-8}Dy1s;!bzg}>Cj1PG&UlIPa zBvhv&>P@DXlI^p-k55VK-jYxG`lK?-xHQ~2*Izf?>t#uxeyG8zCo({98>+Dxy)TLA z9fM^7SKG3znls+FWZJZ(e{4#A-=1aLoo!bWq+R;;LAK42Z2MD9kp}fq+FqLL+|&fp z+%7dFzG+N0Ye+I{NV4F7vjp>+c(bZllhSbg(r}%MNQ07a{lZ}Fya0{-K&|`$t!&@t zML{}AU+(-c+T~-k`-j19zc;)6-|Y71XlQ$X8t?d_C-12t`Spdc-F^I<^T6^N&iXF* zVQG{fqGEj9lKebx9{=4@+_imi?t8-@7f}tE0fXBgdgJQKvuW{Y+mPxi4?3 zD`%o9ZluzKP~kdW>p9-=ZKBR&qRxv@>Cv97oocha*mG~D)1Ex{>&;1K{iW`sO_5{m z38T%?gSFv<)gk>AA-$zRJ*EELrG7mn0RvS*LzVt*X?9I<22C;AmA=;#t@dTPUixMK zSFX$D4Ck8-zdVUU9i-9z>9OIN2?BM3KqZcIG8@U0G}6TE^uMt)3h6%zXmcEPHvNaD zO*3XVX^nF<>Kt{3PMevfQRnC9S5{V*mzU?}=4SqQXJitYOs0%a5W9N@sv6sW71p^2 zCn-L8s`UKTGj$y!GiyELH~;AuG-KN@ap}2wuQ_DRHzj}aPi8EQLZwk=W@o4r^7O>$ z$Z&V}P)p-rZE0UodUsYrZ*Fp5UP@nHN`FD>U}5S&esX_aLVs?2e^zvFW_W*QL|*jx#nu7K{iC+$2+o%$TyKur9O%&$Zd2l_ zzXo#;fIhP=3rSb#A-Cp2Z!`TbG5szueJ(Klt}&xkSutv?um>xlr>O6Q%XWYaar7q+ z=LC?Tb+Gzx{&A}#EBPPT`L9=_Z?D8ZT!~khcRxVU0<-4Q%dWDs&%vxVe%Tvc^+T83 z;Nlm!;sECjA@wmbbrI>`28Qp55*-iC2cDhxI6U!EkYp&lnx}}B8e{pISf=t?;sbWT z&Lt~^`4XioLCQ^(a0_L4o%~(&d^JmLrP3YiiNor?VI2`zSIlZtz-ogJyZGa3y8d#i zHY-MLDME$$^C8pg?`hL@UH3$3j=N@^#Ax;+RBLXk5mI#=iQNO4-*K#Psl|vLi$QWr zKHLl6z@o3fO7=^3voE{MY9&=^IqB9?w(3&a)1|~mO9?k9cAGnH;hRsRoqwTSXOXsp zNW)gNQVQnrBZV?x`prgmj{a)8)=IR(a`@eq(3>px9rIRTMh_WNfm6oZRHyCqZ)Yin z;sYnZ%w0fH0F>Ks^bC?Fig*H~bT2xp4oEf#Ykf-{yf)9@hO?-+V ztlS3c_JE3=pzEOkEBO5H^p`8K_m?8BFGf9DP1T(Dxy|ytH1Bni+L@B}a!D{gC9a zuk0#peFmBpVC4xUXD95qhfdpW9C;@@`jTtxG17YjPCNs14iXCiS5{&kt;8v=COu`R zK4YgSu#@kwvy_%&?+&X9kga#F6zQ?Dbm;+)nBmVClhs!eo-T)6Z+k2mD+e4zapt^e z;&!y~1e$jm$-Kf)_lf%BmVV}vN@5Etm zLa*!ipevE!MjZY)HEKRJVmvi$KpZicBIr(z>JSNrB!UHrU`ZmFO>?N3-OPj?Wx|>= zX+|NwqfOb(Onst~>}V8MIwgQk3FSye;EbL<$H<$b=h10tv(#wXOgL>Of=-R4QxoZw z2r9{QhWL4g^m&H#i85(PnKYaxYLF*ik|$Nklj`INoj-Y!YE$FNlZ1QZ$+y!}cBDzG zsd4?W(FbEA_lAbf4GkU`8aOgC_+Vu48DT(Ye9&@o)1T>j!*;S#fI zWxjcZ)x5&0Ut(3Qu&UXt>eYpMPG%#Aopr7*b}li?7iKaRXz9zWswGy_)r^es1*#f zz@7%!*#O%cU{?darJSpw0M-@3>O!P49~NhT!ZeVV46+kJYSh2jSzG{!@q@9xFvbTa z_`-N!82b}OdBJdZ5b+H}d_@92L+=m3!whmBeg25$PmMVBL;x#^={bb+%D zaMS{h8t7+r==2KttOi^(fR`=|Fb099JkcNJQ(e#Jg=m*VS{8Q7#-@ZEhkjfksDio|Nb5H?5?p8Fq0He<;Ph{iaPJza6wE!8Xy}`R2D@xLu4xg z58}~7IIh#&$X!wNp%}c%hhD`&9X!qm;`9Lg451GIQ794#KqLUc5PAdf1pp5SLhwis zo>MEPf;62Qr|S{=0gJ zNyJhTuPu&yDvDDOLY3BW-4MlH5X2wjLN_4zZ2;cl$2}CnsR*EI0*JZ*&=Nw`givJx z+#MWnJ}8y*!6Iw8In3U&aI2GO0ZCvW;~ z+~4dS+?`R{lU<&2Q>AXlsoy^%v5aCYy_8+luvXN-eCM2x<4b{{R2&wHBl&_zg(N5z zgBb`&ML+^tb(Z>O4^?*;)#?h%U1{#C0>k0qoVVIyg7Z>Y+)7&+d$4_Na)3S7#~$v)Mmn*n zVQjP$>nLSchppwiU~%TFX&QnAKVc0)YY5XY_yWmkn`WudF(QCNA*T5Te`IuKz&up_jw z!XNDB?B#gtwJ<|=tU3GF=hYNvtTBDHERvn|ZM7^Mt4ZcGpoP3zu|2$MB*K0zwQ9b1 zElg)E-4RRrxR&mO75J|fcwl~NY@a7sfj1Vc#df=j`75)NKd@s=RamD<&eV zwtLo`PO-fnvBTf3Mtodxf4u5+X;GJdQ4L}0iY=-0Eoq4?sBtZ-fyJj_NrPumQ)odO zt{UK0G?5iU+^X%iHP44wpwWu2?s8$kT6yIB`|~R<57t5qR~`OdF_mA^@*yPLf)mOJQ5iRM4Gb#s5OidSuD8d0 z^}1~DcU#>pF;TF+eKg7VL8k82H)o~p?h<=@d5_`&siRU{7dG*|J}+6|_M|`QLwn@A zj!4ta@HgF&CPOKu0>nmptRQ;o&(Yp)hdWxC7#j~xMwAOTHUoo@q4>;p!Xa%!f zd7K8cj+|MJWtKVHoJMa+r*{=HdWvc7S+v$PT5}4G(}R{mZA_vyCQ};|s0~T8&8agD z3AE-UT5AfmF^*gvPN|KWsS2T#`p;AZ&D2EE>f$IBVbl`;*(|Rit0&}0$Ay8q#qP3& z&QfN35v!}1)loFxlFzEoT&T%r6-Kjyt(d0QnD5T9K0RW&>M_HenK_a3)!B0;Y4o!6 z+3H+sMaFb$V6E2OX4Q)mR_a3r&+E?Ys@^G-F9VBqh{j8E#fXA|P*Ev-b~E$bb~hRRrvNzYlq=KJ(3g}{-~vv2WePP^ z(_g$SF)^&v({jJMWM$S5qy$ z{dfEZ7$Syvi{hL`@b>G`&_mnpx641o0dpa|gE;?J8L3|vkEfqM7P)&sK!|93h8cGS@ z=f|rEak-s2;&=0If~vOv?FY)dAok^p8V{e?C(1w19M92uo};Z&_TIGA!aC^UwV*Rc z-iYyjloqm-x_u$Pe>gMjcPD?=Ow`vx&arqUBFEmb(g~j z9FQ(ldlqr&uNS<)YLj^JyEoBFuOd~R^+iSY#HaQpr`37~me_rYeR%tWAP6}m?(8NQ|BAYN zA^G~9preQL?%!;FYtr=IdcgZfkL~CDdv{66DMKOAwMHgscW;(zYIb^h=D&E_X=Rdq z|4PdFlSRsR6EFUic;2tTj zZ6X1?L|kRKJ*4@w?q2J%H%~ab*HMWb-4uiI`E zwAv(OydH0~o=aN{_g0GAMvh-^9oKDcCj8)&DE_-Fj};Gm!-Y8W zgJ5aIcRlJY3@VTEHQto!*E>4&{?eG+)A6u(qbV-L>SRhsDW$uX+}}tWYMrb}?FqMP z|Dn<0tJxKx-yQa@E7Yjo^GS1rd23Bc%Xj0JZ~EQgpXzfH|G8P3o13FjsWd8;Mx$|J z8<+lMHvTcr7=L0L8FV^jYJ6g(f3&x)ueG+fvAn0Qu&Xw|yDqP*I;XApS3_=Gb5T-b zK|)hu%ooFly0>62XpjgV?@68=D<(nC?p^Huz39MUgr(D7`sj<*uEvuX+=8x{@^dvfocO z#mo$pPWKj5`>UqA3P~*~lMOKw4N+4q@#MBtN_*@`+S4R`eC>}NO(92Xybjm;oh1}m z6In;<4qw`UFnpe3Sw{3 zct<9oC7IA1KiUvJ+z>fh6EvFt!B1n4r;>PkoO*%ziGX7u>LmK}5YBBsbUJ}gw>n$o zaihrVO1k5o4ErrzG+N;QyXv6l=-WTXsik61nZp$!h`SqdsmsL}$Reh30T_R^{6D+FYIP9z>Ot&~xrzA|j zIE>@F6@?n)2kI0C>y`!^M%kPXF+UV+ekjc1V8r`y0=epfU`|_ZxG>$mZOCIT=j1SFBj!=oC)PMTU$dfekpY8P2 z?99KY*}u;};EX|?p5wHhQ8-O!fAATHoz4Cqc1EYuIb~;m*cpj5JxUmF@9ZnDZ%fLn zcJhr;R8d!YuK845*T}+F@2%N?`W?;8#m7G;Rr!S`03f-nafZ&AXELc28tqRC+%$)XyVO9)Ufd@Mq*)E^u@D&eynn>)?u3`pkky_xMWp6DOxpp&r4biF z#B)6uwd7+4Z=`?U&+yta_x(82`!D8?bF80N7lW=W1)d-o3wNIb?I)1xoiJYtjpj!h zt_Uo7U&fk#Vzpne9BnK|d#%t2E3v{#-!t5g&At{{vK5*8kl&2kPY$F*Ib=f(2rbr6M&3r!$lv!{Dv%e<5(Vm;f}I% zHP&iBa@4I~DoY8EmJ=T=B`7Y%JXnai!-~4LRH!rSdp=PPM2etAn{YYe_*5R4$&WVf z#*N$oWOXoWCB$&ux#)X*De&y7|0#y~dZH2-xQZKpjF3NY)4uLxx@;U*z%g{-vIF0u z1NXuQuwn@(9-t98q-Y09F+r%VyO`k*n2Ead5JjrpM$$X5oOWj^?e1d8$$7tn4EH^B zhs{(ganf6U@>@Zoi2&J5gkmW$ZH{X?#a%838+L-$)1dz*GNB5(6+qEGSbYj#e|=ro zo5SpyFIe-pr9!i%l$WbuTxEKkXT_+ll$lVxujK4OYWE=%3Sizz zVmaa_J56Od{q9oq!PUqe?5N|c(4&hI&NqBADvHrG?(yX(t3CGO*p8H z3>%|;&tca?(0&~>o&uplpm;Yjd=nC$K&lxJ%k#)m(9Ol*D=RS%SCb#Fa=_WcwJaqp z<>Ge{dezdYU1C}7{@#NcirsY!5M@64>FtL z%zqHjIEEU>RwK=lr)MdgnWN9m&&|!!{^gy`OivH=3^X;h|Ni~EZ@j;ux2dbEx3%?u z)wBOy|H)#|Db(p++VlWphQwe@lPBvYhf~IfA}5AIh{OJqL*FNczD*2yjP^N?4LD4W ze4ZS(CXHBnbc}F4`5l8f=2xjClTN2?TdCY=5ZZSP+J2UZ#GGX(Fof*#%t!Acd zsbqT^#f?S@q*Egp)bQDva0WG=Nz0s{&7Gs?&eJ)iX7h8U^Nc^z*`L711!m2{eDeaU zZJyP}nr~cS)^XArnbk~2=^Q$?{zB60>}1zIK^a zx6GEMk%#w@hV~E# z_fPiin&^`s@0T6xSx@N3k8}V+C!Wy7KhgLnOOruqHYmx2g=sJ^8RR8_>;#w^36jD%TE>ume|`**pgtA*@(Eg`PcIP?Gy{%;}vCtIZU3Gr-3P&ovZN01#T zILn8-D#WeKgS?dhc6$)RortP5dKy8M1@THes3w3vAQFMVScpU+Xb^SU@{JjA50MH3RJp_dal7u4u z5cNesy}U#iFRvK@&mmMrP)z__#bkQ5Oj};*)!n$AEFu~TKnMc8AYu=p6@>Z-dxBWzn%-_0mvB$tCr;?D`<_v4U_037E+6-2r2@}tlAPz?b@LjbDrAu7C3 zl?PGd=Hyj60W?rlJe*fD_sESVBkL}AKT2*HDX(ZEB0BECVP61zQPk~^DfSg24iE(M z@O4>#q6`d>d;3To?b9u-v+eEk-QA1*{q)Sd*~H|f>Z;|+n#J$m#^g42aNbs=9l$yO z$^giOAQpfS4j2Va09pdbX+498698#K68-|h!6>c(@)kna2)R0Nf~`35#&x?07oPYE z@5s_I>B=r^jLJxVpwWEv#_xdG)%YBCavs*vgJoAQSa{U%ik3rAvmO>pBZcdbhD~Uh zI81{e7J?vv1R}r>h4CWzSV0gbgv71GM+?AMetgC{SR{*27voA2gmFTkXft2Ke$k8# zNRB)%Q5Zx?@+59wA1=d_xP>?2h;;7l<7EoxA`Z)h9a^8Oc&6gDdb;-W3J=%czkg5E zS1^Wq$)xF_-l6}#%h&(#H8Van($hnpBvL69?Dy}wjI2~I&jfShT>U3~A72t2pAwxP zliwbj)IT(Bb&ck#$?$(SAMdhI@r&J6yE@Q;O$@Ln2iW5S*yIQ{IgCvVviobX+C+9m zIJ?jXi+{Horio=cVI{s;X#`gB6U#8izMf^9@~?h9vYKegZp&Vq>|G=DV1!nzBOj|t zz-r>KLf^H5Z);gjSWOI;=YoaY!z}q$HNcAb*3~eb)qG!eZw*H1`jZCPhfVckgchtl zZ>=G2HPeBeYQ2{EnO*P|OaHi*@CGaJW|xIwWsz8EG*%wIRvw0xg>tII@?2N*U9mzJ zEZv+FA(&#pF8G2azgY`@fcaiw`(0#v99?tRhPfPIf8M_4ycx6MXIl$nUT3gOdv?0> zO0)?UZ^cgdxRU9`u872{60q_pcAgKr$bU7*dnMG6?W4lBJ+bC>gYETz?X9pHp}!Vq zz7}t_n(4OIl)08-xAgrPR_uorhpeSLt^~ita$MFjKVdocYsqi0NKMT5&T63IYMLE8 z+nrtXbFD2O>#SX^&1Tp9S}luZ*JQHG;;^jmSjKmD;A^&z4m-ht9d6EcR9rSav1Gbu z)j(?TCEvmexU7Y8XxB@CeL9FaUs%?_uNVrlU-Pmp#nwI_UN+`qzZO{axU?4g7K^rA z^;X3KUakI6!8}!$ZU0_)#kc$tEUBR@n%pc!g!K$8Y2(;h$l~ku%NARgKI~m}JkPe; z%6`8Yd%t(p{=%~T19qV4YTW0Q7`r7mWtN7>^1BVIrt*vG+$)Cs%Le?*Mtp2@aqP#H zwPXu+hz90;2lKs;`8{3zcx}n<=E~YP7|$R>70kbaEKNA41{umI?IAMzkVDO=_aN;Nq&))kSG?30Tyq9ObL#vv zj{!psWf<}>4CQFraxBvwQwqrB9Wbr%$3)W;nRvoWxCcp3aD=O9&uOIZ0vLYAKmPIJ znD?tb8-))0=O1ny4pP5SY^7pzR_=@hP&l;N{Klathb2$Qa9`iXXa8t>mFJ7zSgX!R zi`GEB)*#)!c#Hm|_ahk&BNC9- zoGc9>mIY0fg-n(NOceW&%7dmVBc|))rYggyYojQ&F_fCvnWhwKOB%H$W2Px}rYV`q z(ZRCmow>Bu3~EaTwKbF8kw@<;VD^>I^_IS0vz__0wm;ykl|$dC%_*E$>&W3qYR#$ChJ=~g_?h}RT2nH$ zIgQ$!I@6d$YfhszB~hD`sm-a>+UV)(aB59BrOa=-)Ni^nWVSwbrYw{romGXCBW*^V zG!|R3=ljYRyUXTV^H?pptj>~!&QexQ+FYvVd{)q6Mj+EepKh(h@;0B3bY`Xb(=$Su zRauO>LPli{y()`Vnoi9K>9A67QoTC#?)mWR7afmpb>BEyww1p?28|R!(xiBP@&gY% z@ZyE3hj*tO+?jXnQmxA4>t>28La zTI7xEN%ybR>nWFA+mpH(36q3BrO~f4Jl^sm?SGm)$$t`RZ=V%j-Rc3Vpiw2J{~Em?+ZX{QI44WBxu6b$WZTzGkkDdZV5Bpub0( zm0sqVM=efA>x7#-gt=cQ*O9= z(npFbN51;)n*z;O6*_7`N4EQI7im#{7=3)}H(Bm4 z;#_Vr0ygWp--~hCOY%Cb$A8<*6LWHN^06HWXZF`>D#u?u;v^^NEH7*!!|%Fvos+z% zp*YW5DFK^}>z%esnMv`POYvIC3fjo>SW5C}uj4Tkf=UX3t4`TeX@xU{;qxd zGU)6seGy>0Q7rVYQ?|S1wS<7N1ox*6ycW_tTEeLQI`osg=p!CrwtJ(?+5Os*{1)=- zY<5Ul%8QxF@w;soci1FkBh7Cu!EGo<(KfY~~Hzz*RLV(2>o z5VTR)TaMRLj_)lO@D#;G$Z>rYL0tLK+-;!lqS%nZi6M)>25hd4|I{HQe3~kYCNtF66Tf{g4RvZr_N>kb|L10D zj=`9v(dcwKgF&BXG8Y#Y7g#J#-`O8(#^6+*(Pv1L6Qcu!{?5UU`rgKhKY@+;oi(|g zRoQLDzZ!EBn(`Bxi;^4jV}9Cb{=JD`>(=gH-YOr}{t^V>^g5h^H2#?+cp-zTNW&Mh z=u27TxhzzXLLRS&kJf=lBH*z&(2xfvN4RaTNO&vkiq$)mX?vp7^KyOYlh!!x)+B?b zWW!kNgYHVG^L-FweUjdr&g{=<47!!@W_^mOe9or}Z4n0bVLGF=5ybAy@wViNj+6;b zNMkBz+7gHy#Vlr`J$j-wYN9!k*c>*|7(i@`o*k*65^ARhizoy6l)h|Ae>P>HU}mt0 zI$TT}%$e>=o@n$Psk9v|wxsl=GA3JR33ao>#nj%Ei5kzzhA>h`#&l2Sc!f(>oJxC= z=3vQJaz_@Ww~*XlLL026_7@Rb6DFFXr+W%${T1Zq=!sI>$pVdL|82gCAlq7^E$m2p z=;{90%Y#`j`wQ&H>%xgG$;8%lN>34`zm(EfFxeD0Q5QH;;XPdHI$UT!Q1HG#&vdBB zdc4}bBhet)OfJn*q~McSj=DKy~d-fH&4OMuJH%1T|eMTys$Lj*7yHY3Hl8GIu$$Oh&_XZ9EHAz zpz9&vbxSzY_E4_dzHG<684mlCY<86R-fT?JsZB7cPIzAsYFHSoUl?pq9BNz^VNw}m zQ6By-*GIb|(y}?j$^OCiN9%#s7F0zZzS;|1pYm5lJ!weLt_XTr8Lm?u^SV99t+zb5 zyF9q3&?EEX>1>+=nU=d^^(9MuE_dXcG-g^hCY#kKysJ+%txGiLOoCZ;tVwyKQCWmR zX}Cdolu>zrbY)JDB34p1udxnXowXdOgF`FW*;`A%#R%MUf`DR*znb8pUe zZO!#;&GYCi{MlRnvnKNOScTJ2sXehZW~4rJu+($3(sQ`fZM-3j(pO07FP|OC%CJB0 zcAxvpU65=kRqk^*)A@L&(~)2H$5ZUjlmtBP%5#}$jwZCm4A+MCmId^c2lST*4wMJ< zm-+uc?7ekVl>NW&{rz4ObhnD#owr@L-CckR0)m932rAMj5(a`I(%s$NA>G|EFb&f) z*Z8dQ-urjMWtPiEtv{Wo^@@6y@7VjD$YlILmUIXZ<% zBa>)k;=kA#jY?**SUet&!)8+{qDr!V5*ue{=SD^++B*9x>f7S;syqUsp4+=Tcw+kK znYFotn~Ck4|K&BB}1 zpeVC1FS)-keXuBVpfG))FugA?xhE&KD?7S7E4nK+qB|{oAS=8tIk-0=u+7KDbDPrF zt)Trr(s~ndR>ht~pt&k0_cZ7-!VfyAkGx*qd=Hnq9mcMN-_+n26%ecezNuky_Cu?!Li1fqaa&1xsY$R= znYEIevz42BDLH3{ov{OTdofk3VCx=C-)a2FZ9sf2&yG06jy^5OdGfo~>37?AUi&w0 z`5W}t2SJS!E8!OB+fhcqUZ&sf1+U%APX}m$CpnqgU1n<%)Ijrb{Nj&u++1URmXRR) ziJ;;oKi_~8ahUUCJ3HwNzv{W5#(W{{7}06v!slI#{ z8}V^d+>8lQ_7|r42$p1ooihhCkEN`jGn|OaoUqgUxGTJ*+i1!yVcKmp`xY;57tK>; z##n6HW(6zq1}E=6JLMiH*_4}U!OynfrW>)-^?5mWC#;p5j(~(^u;DCbU7qPSP(SM{f%D>~Yev&omlsn?__7xJ_ddDf9QV^5l~r_4H1=G@5h zUSwi0og7Ce$I{6$3`!bgI>;DC}Av=Fc&MB3zf{p1{R}* z$!KLRHZeu)td6-*!&suowS%rH0G+M>lH_FdKQyUw^92 z>P5X~%myCo7v~RL<1i{XizVEJTrNFC8v={O_3V-Ot~#5auj zSM*s68o`!2`wz80jn3H1H~Jq@6}9yHe=b;Y1C2Il_66ehsZ z3|Nv0OS55NDlAF``N=Rd2Bw6;q)-qS1meGe_&@4dm@ka*LBf0x(Gy=7{2qLDf&os* zmscX`%*P6PKNpcQ?`PosGw5aj-|B+5deGGXcszw}PY{-Dq5Bh2e&fey zFwjCO*lu-{%Ylr~x5^`JD-#3fNmFw(<05ueTkv1`ER2l~O^yxq*A)+S)OY;;J>Jsv zV)v$}vf#8Nb~7Hk8iD6Dq|R%~t--;yca|GXVVn424J#1VJK=O9WY*Ag~4S1wixxxP<}NvG4{4+(8gSC<+_& zgD@O`TnMWGr~{(TvNjCtN02rM8v!haFdmAevyWILM^)Jmhj)SSF@!n*K8J`E0KV#) zUb4zxu=oJc+rUQ%TmZBN&=ddz03QLM3&1k~KOjgf0&)O;%-l^toL}tj?RoUH4B(pp z?1e}-M1BFJ62NQ(3I1cK1&P!uQ6`~2f|y~EXBdnDf|vndD=F1<_qwa5`b7ZFAjp0I zb|IJz0Qg+EnDFq)RsjCOV)h}(b_iDkuo5CGF>nPAStX9uz$0o{tO^c`1>o8`g(BN? zC&a`LL8t{WW*EF4K;BA7_{mCtQB=&>b1;AVj#Leeg5A4&o*0FyX*vS%K^*TRE&dQ7 zHy}I(k;4!khwuynFGBbLz^4!zAW#P&4-mv@8P0eK{;`VKeO2+>suH(U#m*|?_egrOcUM0KLAE?G2z0{Xl+?tY~ecz<}@B6=lV$q@+ zL0hM=rWO5>CG?5xShuwdfVL&rw(Urs0+J~S%Vd#qaU@q9#z-Mqsz{g=5-tt$mSW-+ zMYl1NlrfPqNU{PZQwf`*fQyj82IG+!IZVYmiQ+ZbvMmzva!8CCDA=x?wLvy*gG}zh zRf+pls&4K{Ik_(O^oH0o8M5?g8iR7 zM<%32b@yP)JdS`mzveG?Y>q7AWvB5ySJ zjUZB&@4g%Tcv6t&j5ehUhMUm-8nm-q*p!Y|MhT0)3GzSk^FQ%3J<%*rL7od*=qCJr z1+`W|Uu*Ke-b5QygyWs)Xs2+r8y)XN$2tWA4Z>eZXhonP+YQZfM+>|KWdVW=XF-;` zAk$S4Yl&uiqLmS7X$V^U9j%Q-%L0Yjj%cz8`t!2DZ=cX(1ON3B^zAxf(0M`pV>IxX z@Y6mt;FKUj3;li`eY*m6U5&m`Lf=XY?Zr_mAb24z{CHUK;{lrPhL(o#(%uPblZ1_# zg1kVqI$Bs9ispY7G^~A{!F!V z$x)0{rf!H&TtcR=z|qri>=ZI`0vS0AMsy@+Tn>$YxIXkj$M(pE$J>@>Ti*(}zQby# z{IR9t*S0RT_WJf2@d@U_5<gy-V7u=4kW+rk9#?k&mwIhepSxDRE05BiN&b~g`IRVQXTK7u&B?TuRB}rOsVRm0D~a5cN^VY}HYbzod^U$AC&qiqNwjIidY^(sSc-9hmQw5C#QIGh8tMDm8`B3W?MeHIhWB|$Z9TP6elhu z`m!7E6;Dm8lE$1+ejk>bWa#d|SV!2G+PF>DzwVLA^RfkooN!PBLsw=qc+}7~= z&8v+oY*ldjGT@blLhz}>(U)&WUpbY2|7!U8)739+JDgs$T4`0^+*xo$Ep3Og|4O-c zOC)`l%2>%^{MU%IqmLVw{@k@I{p{g)D%i9GTN|~{H0zw{cy?pRN_)WITFa#^9e4Ln zc$!cC49vfJD&zctwbn#K+E7*ciISwvmepw{#<3Q* ztsyaX+qVRqJ>$4(^S3J(qwZDTtN-BJ6Bj$4p4;y17^;DZT_>KjYiZo>rT%MVzHMKYapO$f z`M>pK@%GD=6STCFbq(Wm^=B(;N3sff!eTPCb)rw7N<4GYT^R$%MIS=lK z9NnFE`Q(=^tNquihizXLv2$tS!Sx}VRs2`TgzVZJv|)|8G;m+8;I~}KO9khN@us%WYtW}_-*CCWt< zw^5TYSCKMO!aJ^%cU`UIx>nI=lUn5Er_8)USgntGf|bjh=&hkF}BO3-mI2?u}sET1?#p_!F9QuyQY-$QVCCW z@qiW5?y49Mb!^7L)ju|=I;&%XcP~vky2)v&gpHcGfda;P+p;Q4y@VUbjg@gmN_bNh z{QLC^&g+z(D2ZDxlQB`1xFvX48D=HyBvL-X6tt|5&cE)D2nM@|*&#?c@;-aYWOoY!w z?2JyHCrpnGj}LT@bp7gUuIj2U>aH#9tjX)B&S@)8Zz)P@%#Ha~6yH=B8}4CxWxJB@ z@g*5v=X_1}UEQI2P!XP1#9mf{cQwGhCGh?-Aj zL0htEfBu`1(hnmQ?}n=VN9w~z8ly*=Q)aqK=7(xVsy=)-lns2QI#KsUgt}V3*9C4* zu~8}VI{GWpv?J4fxYB>3C1J8XW4beQsykC;ob}{P_vFlUXA-*72;HfKo|M@xQHvR& zEqt~qc&;mfJXB2R&m;8b&JE;~hKeY|C8VL^`Ti_IN7Q)j$B}Zk(MsphD);GMfwZv- z@<nHJ)R6T4NapdLlGS+%PFtAm2r{HFWo{z)g8?WP4JzXIdf%ZE4eODN`-+ z(`^Zp&2dvrk>hni>c5Rw`;C>mk5xF2mpKgQTXiSgtNXmS(tC52@A^DP)gpVP zR3kCZ-6?96z2F5<$bS1a&3a)=flc%5D`)fCWQ>ffE~-COu+pv-@)K6JVzvcJH& zJHu?W^1bLc)0HvPo-)&sGT9V9-4Zd~7B$6&ik|99 zA1VK0cS81@JV<-Jt~T^)b;zSK?@Qkf;iCS6(feW0PWW*rblC+1wG>MI_7!|MnD2cs z%X4?W@6npjdre6e4Jogx5?+=?JTD8kDhs!&h_tDVvo8;~D*R#EnCj7z=@({s@aZ<7 zy%uA!5954E+~>Yj&gV<*d6sq2#-fe4>?-l^u8ti36;~blB-}tU*JVdTz@=i(Be@>? z>tl7BGwd4@t?Cmj>l3UR5^WliteR5o>l0s8MwwMcKCgepHHrM1AXqezt8*q-OtQ|vQT z_I{}3)o6|1Oh@8S)tB+cpW}7kM=JdYJvnm&<6~8=?D0siC>ihAm z_xsY^_a(aQO7%EY@#FrlnCG22o+I^vldWMxbpibqpF}^W;oESPcWaty&5!Ge4yzOF zH>Ei4$#6fG<#wbj)M~7|W_F}|ZhT<=k9S6y9VgF@lL?dmuruoX^#6!${P(4k=4j+O zDn-Q3DAai>Rn!{&AK4k3#pd$3Y$l6JrV!_eBIk@SH#0jwI6TqP(NkXA5}8r*`op)| z_jN2CJ#5{4%Vu0xP*0J(z4yj_80oB-t)K;~W~dL1TV6HMI(GIztm zeMrt8OxjkY{W^BqRATmpI?ewe<^7sD3yE2MID8$9+7(LMEXx)#;@W=uE4=-V8%kV>4a3i8X%kl6Bpt1eK@ZVsn4)PJ;3;~ zOIYv3FSJ7Qp7JxF@-vON=|;@NC(MLL%*dPU@C&T?8?5Xn%;1ylccq7|)}bk9e&?MM z#H?k1Qe5;|&V0X~@#z3B`#CpRj~#ZI9dnx(e{aHeclQOc`Nvq2HFowHn13$G{k(w} zu#x|5J>P!?&sUn`hT}Mb+54DWRZQh3Kzc313fj)_-^%>7k>)Hl@dQvlY~iF`S`0cs z^IJ>zT0wrhjA*AhXQMQ0B|HB@fnbB3F+*l7kzYq(<5t+X2kAZ!C>~3Bv3qzaX9W2= z+=8dMNC58(HdyHElZLaqIDv z;G2TN=d6fxoF6;cLEG8UXL(6C1zFmh*o%wb4=jG$MGM=_O1VPz-bVG=vKV)g7I|UJ zVacFAw&yMwGldg&^7F2%=bV-koz=#Ta06EniWP?bR(#QKJ3H(gC-xdQ;tW6foFMHk zntGd`dJWCEB1k?;^U$0zmL}P+r++-oiMz^4d&o(B&QG`GWt#D_O!(;rg1o1UgzH0E z;@Mka>?&mBDV%bVn*Fq4^xM7J+Kl;uHp)mJd1Qz(Hu7)OY-)n`Pi*7A>@&jj{|%h| zqnrKnM6?6~eU|VavmF1$*QoQeq9#P*JdHwTEG*Kf)PE|^C?v|*$V5+9|H#OAf8S77 zXK#P^NPBzN{|mQ%{(JsEKZ|rSjWV@JComR>92T26(=tAkI5`wHH558A5I8aDJ2~hz zIpjGx>^d>zI63@kdcPCcFb#T;^XYZyP0vXnF*JfvDb4G4)c@t#3={T zlp|%vg+y>6&AR@1bS4vADRW*FVjzteMkmG4$#D!yI)j?cq!lpeB@9{_llnW=3+hTAA&}&5*4B?R5R$+BAP}oU7%*sD6uqh zG>sBXBZpFm0c7GgDk+3Uj---8$;3eN{3j~$6P5g(M0igW;WKmMtjYZBGve$s(yZzH zto7WCBXRm2neb_P%4Bll*2MU&>51orKh$h~%8xkpnKJj2PEMxGf2YiUrjjETXgPFB z8l4)qKuu!Ml9|+GCOwP!Pi5OeF?*qa%_!k8t2vB1jwpJu>QA*<3x`q5Vbt(g^;~8h zpVh)=ck|iZe{{1NKC?!Y-^i%tE|!ayQN~>?;w}_$MIns|Txu+r8qKCguqfY{BtHh} z{UXtwL3CyiUoz&c=>!w%>?1ni`NEttb;g)9adCe9Z{qkN;>b?I$QHuzy4fMs=>fH= z{#BEGt0(%`PV}uF>rou*Q5^48AM27E>3~CRV5C!Gunj-Z3i?|>&o9u`06S|zYc*`D zMCyu>%3P!<6_lnU#c7~84Hl)tf<#!50J392dK65LL{cMQ;!hC&1I7e`D1Q*@1H!yv zxDOKQ1B2Y*S4ZTFJ>p{neXN1EHGF4^yfZ@HKNI0IuV>K15OFg=ob{oT9&~yFoF4;6 zZTR{=bkqiJkKvnp&`AsNHUwYIB!XY8iFZGe`T16EpkY;VAc-dO&gLeEy6XN*-kAuW zjg7PvW;7OLw3g=m{{8#A*~6zwz)%Ih7Y81$mbkYXe`AUKc?G3aP}Fp`8o{i`Vz**3 zNAQ?0tCtp?U6*)SD*KLf;!gZKY3QS=;JHlMLR!oW0S+SY1U~_hclHs2uMqKoz#2eZ z0B=Be8N!PIxdovBQyw<7EUUIJhNpb12t0;mIk)*mg)79w5JcW@~Km<|9Y5zH(A^8k(k&;(&207a5g6{}VzNQ(IZ;D{im5I#WQbqH@ja;XVL%L%17&+sZ0Ir%oL~;2sF}L9iEqoe-=O0Y|tVkKHDRUnY)G zKoEHxRtx~`ZBqSF`qqD~-U@)Zr2GrKtSN%Cf$%lJI6))`kIR!$%9U0sR8Y&6Qu-+} zyr4S{8>t{;48R?LoCWY86zxCZji&(eH$W}|_(&YFRl^!8VXsJIugl?YDv4iJ7C)_k z-!FyRioq_2$SMf0E8y-gk-DWMc1r@eD~UW+!k8)|=2E!#c$`0i&)={sdCAu7l}EttTRXA7o>W~oot8K5;ajnKeJTKn5J>_s27*9{`2s+cjCkE+t$r7m@vol< zQBiY&A@iQzqdL0%hmX*#tx3;$Jgf##(Kv)A{sfd|^cmRGtQ8}Fp zL|#GY3J?zwX$5Zq@(#ivh>3(qI>e>}SS6|2r+M(#@?#+q%e)nr_Xj78Hni6}`}UvI z7JiNtWE2RqN_ZZTd>xP9-;(F%j7MOuJj_{%$zFwtkw-!$ zkSq<5rihJK$0aF?5*p)_aFGg_7)8uaaTqKHLZy+cCD@WRNcmQL+A?gqCd}P}OIeTP z>{L$PqL{KvCF9`AgyZWHuN}&`bv)(rk@zd8(;i&QwlSXX>_|s{6Q;&znwuwDx>^&; z{x==L{*N6xi83`j+}qwVGSK_`_wSCck;#uIHTQy@gd%5zhJx?>OO6Rn9yTXWE^5ZO=ys8iZrL!r@NgV5^{`iq~8$XvpQ)rVC0U zc&WaEG+*x9D?EpT0_Q_)lNHP-l7d&8crUiGjnw#dTLspecov#$BN?6!hH(e5owojt zw?tzsc#b;+rZ~Pa!g~r(3n_uqPBd6onDmnW`7X=xZ$YRz$K?Y1i8%X-6jxVzLrxUtA+`?o+_?*oS_(F7POASM9X7%^_ha| z1Yx2p$8IC<5n$?Ixq29$KHxk-1n>UhzgfpO0Q{Hgyl+?0&)Vq6dt9#@JfBDW57*cZ zdziMHX?MjKH^JgPzL z7_jXW`3}l#TQRN`!m~nnmVj*vSSFBThG9MfTw5`ogDl%hnq!S)8G=PU4AT%{8A8r8 z496HU^&mqVEF@q0G|v)@nV`%V^p8PD;W$bCOq_<6eQ$3(v0RN=?j%8=Qr z@TrQQGgV=e6(RHWQSF z*?-7dE~TrG)+2&wl&(U0f91kJwJ5Fek977&H_IirX3=^|Debw$<`i0M8nr2&)|E?b z&mlJ^l0~jr8mT#r(wZRxXN`%J=2S{^3aK%k)RabT%bKqWpDPO@)o@jk^Y{)`u*ui|n_Idxki`DDo z%GEIOQs4&`CM!wiZ&+2bYi-g}8E+}P0|1^fxSYM~0yO2GLEs<`ziP_0TNi z9z*a<3KOyCFLNb@$O|V*boG2TtTdMs)04uP$cbx-!Owd(j|YcGYiXIvVv^DVfp-kP|$+!OQ{P21#Jh02vy3PD<)s;PQ+f?Istqj|<+Gn}6v$B|tJo0Xx zs@L{45r1v=TCVQD$_pQC%Cg*2@yxVP`#~j^R zs{bhV%&DyFr^_GS?tlGa^pkU^t5xH(+rhgv9!kSI()c^FVp{TIFILE#ELVP_EM=xH zYpg1NM+Wym4zDARe;_Y$PhLV#P2$t(vtGxJJ(R_2Nn_t%IGb(blw#=+rE6rpN;CGc z_Pe9Ue_Xu~cI#fO&ZAuI`+lpHo2;Mq2Ysn`bL;r}qy6JYmo*v|a^S;Cc}qocQ+d3R z6o|WfW3sq-AS1UwA!#%{r`GCuhz2%vDK25FYU<&Q@0LqDFPDw|d;j;pc3Y{4zfu>= zFnQJ!nVM{1)*BI1`~G89=o3?bsHw|6ugFvw623NKym2hc;5f0+M%a3dDk+3LtHzY=Dx~2N{sIe|hVxm*Hnl=jvWbI==ne28}n0 zAav{Mq{BOdwyy}^xu)Ry`C>i2k${lM!$;rBg3#@2+*hc*TY~?wUO8y3TF_e6$gLXr zr*=f_UKO}eBWmxen0@QRcWpA41lF>My$aTSwYZ|3_F6&g|ubygkwJSBe>%LUdNkh_39sf)TW1%eeT0_!lsf2@?n6Z-B zhmC4)mPwl`VBf7#(~`zs6~kytA�dHcKR*tBZSVP=3Eo#bKG0+fp&#rQ!k0CEQeC z_;#iIzc)r~Q*hP5yw<>f*`n;XLBT{G>dK3~UL{{{rc-12*j7`@ND=o`0b`>f@myWP zVwsGQnxvt!goTFOEosaRIqYL)$wx|JkCi12R3)6(sk~UJd{+v0PX>Qq3gfeBneRrW zcN#cHCGc7vV=03%5C(4AMip;YGx~TGuzCfpv zh=j?p$-$nH?xumZ+OCGuuG*rG>imxC-1dr$=Awj#+^ELQG%u zZ`se@vcQf4@6HncuF`M4WncR%0*0ys#~MSsGHim4WLx5&jF!0$6}k*%>z2M(&w00R zyeVR)Gkdx#ccLS0tSM@&A$;st#MrOU$)@nB=BUY*=&9z2>0iOqzXE0&{U_@`PSwAg zZt$FG@||w_Lh4DIA1ELW77zz=2)(JZZQ&EY0>Q$>iP~Vs9>apo}tHO&%;GbR^HVC6Rgy3BN+d zi>=43p~E0JxFq}jl%*O<1*L+z1QJ3@~XxhoGB*pY`y2|anUo!PV9 zIkR0^a~-KOtx=Or!ISkNBh_DrOI?Qxtok!eJL0tJ{Et=o?5+BAxYFlnvD>y%_YHCS ziryy_qqR?G8eE7txAx_7+&xL~P#)2e1djVuCTsjh8h`dz294H-&9sIOm3viwyHfmd z-$0(#baU8zZ_adA_H1|NWOLL^YvgQu++0r%X}Dr;sA8tCV5&QJsw-!zJ!8BreylBx z(3P6(yvKAaIIjSl&neXhU#nz)zc5ta?fE=_5kiOv^Y zE@0nY7W29z=c}dcbx-A+<)+58r!6@S%~`LTGaWh$eMcMOTQXcjjFqE}@X1z7Dn6d- zjC)-B`Ba|g!NwTl`UD#hJ4>`~&3fHk?lV*$-cugfmgQa*Wmy$tSsiOt8*f{m__8kH zMMac({&(F(uS<#V&SvTOwbq`l2uEbr1O5M_g}!M3?;oW$)Vy z-nZsBHzZouMn5n9sgvh-@}q&$3TYsP!!D7RQIiz&FuTxS?bBKMrK32YInS@Fz+?f)`nQ`{b{lM`%`tl$C`eRHb&a4&UD|L z^mawGtw#LIjft;zq&n?Ray;0W>OIllJUh}eH!(<@`j6h(BxO!S&1l3~>L2gy->4aR zUX;^FA^y?LM6r!j%70*IWDz){((J=M|P5l9u(t_s7c951WT378#6xav=ZQ ziYF7MXT}ExhdSGao9jlZN_q>@`-{>COEU*cGW!bBx^t5H3Q`A)QU?l>2Ma`fXZ=}` z1L>iCiQjvoKBhc5ttACQcOhMOF)x&X2EZsHaMz#z5Pl$r*vTPLJCWL(nBoht>;kB{ z0&6ZH6{lh8-=ORm?6?klu7ci+p#K^eybMNfAv2HQydgreh2&RQvK?;r5i)QZ%y}O9 z-4@2L_`uIJ5hgtp=GzJKEcuBK(8POa>{T@4C_i|QAmIWh@X*3jKr@77ZOr&t49QZN zmvERHbr?-OjHaLY9dlS1bMSZk{@*!w1y%O^0s~>(O*Hu$8h?ZzwH3|3h~}>oWZ}?6 zj35~B{lJ0+AX>aWQ6mSMhzbUSIfqXxrk74zd( zrq5=w{pC*uV---8kJgdKT@m2jUOdx;jbg%x?|caaviNQa+y zkC$;;5Ve`}NrwIwF#R_3i!C`Z_c@{GnLp2QV(xQG>{yXHgV(UbrvUlYaB5O8){>&#kPG z12lJqMNe_o2YHsa3d>8K{doiP=W$++DL3{G<&6^codhFl?_$Eug@`lcpMTM!{+@cZ ztobt1a|ezY!6{quIp@_xk2Uk2%gN4)v&N8U3Krd@8J~Bu!_IPJuW`fA@*+Kpq?USKk@+-`N>;TExz%qU6T^l-BqU zI}<(5%~I$72Sodi)J&Aw_%C)wBGM=%#v)^ZPN)1CDw#4hG1=YG-_h1PLFgOk9~>T- z=;-MAfBfFhf6xC9W^sYKNGGvb3mi6+&F0M$I>v{R$NEF2216zWzm4_18}E0U7<3sQ zd^0xaFgf&Ude~ul#BpZSV|L7AX54dj{KNE^>*UC*$x)l>v6pib_Vbetr0LhhDM#|O z6J_=-dFG912_kkzo%5y<{prMzMRL?4Ic`zJ&T^TwqD2uYD`(S0;EYAdW>Ruk)FKwO zm?>&NEC17R*219IFczx+VP~Rc)Uz0kEJibn(ac_?b%dCC_=1=G;hxw zD}@j^Ghse6sWUtIoH*@Gob@Hne5TBXkO^TFVmzIaOC^O-h+k-wa5^n-kzP!vB{OJ= z4AEl-b0LRC&u1)@uolZi%cx*8D!I&BF0<~BR@TU4HSt)jJZ3Xj-daH9;2GisN*rK|5T*qa~86>^h_>2lS5DDP-8jNST-e+MGaz+e3(Q}2GN5- zbYT$f7v^mj=FF)x`gDRhjqsW>V@961Ge2>XICh9QvTuHL@9gl}=>hrK0hOt~r4zlH z<9*A0N>vsey@O! z1@hhydOe3;78oxJ==lt~8$eHE=xzjD4WOGL;;au`pFpR_z*!HzeF$IOLtfkhukJ&~ z2N>I{@bz8z{t5VEDjsCJD)If_IROuHzZ+I01<)25M8eeEN(z^PSS?m9Zye#GYuVTvw7?4Z$ibvKEWkg2SvsFju9- z(vNO_y-mezi>%vPDQ^t;AcK3OAm+M6DRlitJ1HqW0Bs=h210j;_(J3h7QVwF<_Nrv zz$*}5gQDuLhkq)%KKyAYOMoCtgsxx_gv9_<0ay)S4ghHoh9lssD0C6ygMn@k7$Ksv zvpWE20eBlC);O#&1~GydD+sM2G=bnLfW`nA1NayK9RTzIw1&t#0HUxmS|OOkVu%n@0a$>548Q<{^#Jtk*h6|@({$uu2!eSFfDM9ZL2w1YGa}>%Z$fwv zfCm6vgYX1^e?hnt!edzEjttIFN%|}nyAO(Fw8IEEg1{{Z+=#(!702yY7F#Zfm4k>h zf?0xqNIlK&1oMRF=Z@omjq5q4I0D|M9(ll@l4-90XsVd%jiP+2KQs<5;4zzU z*cA{ifp8r}?knQ;mPqO@mA{pciBMFEP+A(NzCLTkU;VGWSUtUr z@p0Dh$U<)~t-Xy}RYOe4o_6(aS+_l3#Li$UfEfT23E(FLdH~=JU;rK;t*lbGadY{` zolR>t)=A1X0HhXT8vxS$C#11XWSk*g0I2~YFj@s*ndmQ$qyrcYK>&pBAaI7F@WxLN z+Cg9i5jzM!K=>KL?+{6Xm^gr`U%8`n`M&a1$KPR;OJ6uowe_|5g$*2jz|(y#@Q*-W z2l6ca1+L*}Od-?Vt9`Xn_bM=b3R|}p$&rMaSP?->7e_KxFwu%gxEPF(MlzQnKc!&2 zGCouWNtVaQD&SMqF~M@+rwsO+I0%u(#;f4cH8Euyu?6cTvRA>JO-R}%Z2C5t*fo+# zTa_a=DTnV}9(#Is(Sr+FHx8%XI+LbzH~ztmrthCc$&Ew(^F2K?{X>&o15@4Y|CEF_GhW1VPssc@i1SQRXcG8E=Gp&?JukVk0R zYc$zWkoI0slYo|m3Tk5o)sbkLBkF$%{kZ4%yEQ^PaiJMNp8ZvB&t|jGWk1hmCHo%a8RI$k5XLpYGLYpv9b-LTg4(VSSgNyi z081ALTsNVguJY~IiIABw;2QvetrF^g8jZH#x}N8l?qry3tpGvVFBAllZY-3sO`_sZ;ZMOY(#w`r}24I^iam|&P zj{(mRvY!FoD|s~VG}rHM-uoQ_XH9{Nrr^U?uCoTm8gi@w_XURg0cgj`!h;DF)0glsd&(uWKKz%m3(L&!3QEF;XKF0!DF(C#4=9l&xszAV0zpwGgrnoVyPRcj4GMICTygzl@CC#ZTLBn{Yi< zWVqdIhpg?vHQ6uk`QF@rX}S1rHO#4vau4>YU)wByeXGL7wG!WS5A?@acSYOvM8E2c zuBvFVR{IhgpWC)#Q-`R#bV-)R2l(QMzLRHunNuZcXrk!;VgJnxB; z&y&SpM8#+2KW8g`PL+R~uZx|DF!4NFWT&YmKeSPLK#SkgrD+wKO&`liUDT@nSrWCkV{ey<0 zuQIH>{8!?M1Ljgd9|4AvVln4V`tI5JW#{Uoi^p8oYJS?F@L`qgLkUDj0vmW>N8H78 zu{W>2S-aFk3K&U%!Y5CH&z<|QdsFn)OZmEwN}oRL^>_c}VANu*TmSf6^j4)HP4S?0 zN*RCej@q`wRSo-n$Lg>HJHGE*{bsqUJ|5VMfufU}hAbb9IOq+V-|5jl(s5=($JtFi zPtHtxJ@0#Ko_yg@+=;_wI%WwMuhi(=PCLA_`O%#oYu!FCyIPYwA^S9J)bLtzVmD=Q zhRRYO5AFVXsnX0ViV&} zyVjY?0Kc_zKI>Jilq3x#K*-e#Glf+p?>;wv^dCvis<5>9u}mUlDgOIPsgSKJoR-Vm zsLFV+UtzsO{+S}qd-t~HZ^4~$nMsDG)gGP|Z=A}lUlkfW^HG0L`>9^o!97t2k4Bw5T=i7H!Q7(P$G5@wY2oc#A$xX2 z9NSZ;s~5UyUGCpUhy47fG7Dx3N;>_%$L{?r;o#2Fo0t4oDhDi+$~bu}a>wS7tt(Pa z9d0l)9SRPe{Ps0r&z4{%kh}tyyHP%QgKXi!4gL}^Tmh4!iTf-MJfxwEG>F-z9<_Uo z_ez-$nsRk69gB6eOjeq$}NQkL_;qZOidOI2TTpBTw2A@|c zd|apOsv-7aiIo3Zg{&j%zpa&j zCG3~VTc}DsSCcVOmNZepo2yBfs^HDkCBOf*E$HZuCP&NOw^m;_s`{>wcTkslyGqe- z)ACnKBwaP7yjIA)T`K;5mHZnGF$*QEwW_$4y4W)%>?3LHQ(4498E>~#=GAf;pN&gg zmdklA#rrH3|EMYPQ3IE-SEKamuDFBB@72I-W#GA9KK#&{H_OBa!xA$C&?n6A`p_Vlq{q45L{-l|G}S|M*C4PVQ_cS;x!CHO`fJQs(7>X>(O z&>9DPWbyfHmGU-8x8GhnVSjSu&B;!SJp=FWjU{=^Rwm516cKysNCU0J{-&|Ygx-|* zo#8LK!fZQ#TC{#QXbXPU6l`7-<5F3emY5ijl<=u2IjAx{_@A?;#l=P1pP|#~OeT}f zW-}NJk#|O;FHl9DXEZWtZfat3sBg5VW#Io}?=6GkSo?kL`|cSS91=7kA#N*fE4s2` zYsKA#2n2$J1b2cZBoN$#ySuvu4esvF7{dr7-IKS5^*np;dTW0>r%t`^seRY~L(^T1 zRM9ovb8-EC?e#rBE4u4TJE{vis`EN3vs+41T8fg|N|QS(l7A$+hME19;&ds`=U$+} z(Kv@&&5=5)$K(_s_)S9S#A@WpE+kxkUtP3Dd$w(Jrb}~%OG}1ZbCzdYZa`OQNK2+u zbE;iyrhRLUeQTC&cY$MffqieW!%&e`{+DC9j)(d)bOv+Y59Jy3WxOqSKhc_MI@6Ip zQX4&79Xj~KXQ0Zfzrt;xdrQU#?Ma_WQnUt$}Q{{+w5%rG^s~R%4}lV`avZ zb#60Ff%9Fd3j+mnz1cGz3Da#+Q>~#>O~ErQ;VYqz-=`XV1^BGVlQL9D87(J|6p)4s zsH4SGKfT5(ZKvz~Nxf;5p$cMu`Qk_eb+m@uSG>@kGXFD-)DlH(3!5m_nJTtOzuzAT&WG~>1ejn=5A-KlzQ33?3y51M>#ro7whdt*bo?t?t7 zJHdafGg*gwDgmEL;nY`w`x1DaEx5{WfA?l-cctmKC+pOO-O2xYAj3wbJ^9sWwcB(@ z!dzGOLT}zwd(vcc_*`e)d~YUksDd>7W46C+x+j0SCvU1fd#WvMvNLm`zqF_DW3lI% zTJKZNk2cs`S)F2iuqxsDVN96 z&QIjsUMl-)Y;t|MCf@GP{tDOLYX6R6*Om z6P^A}{&qdn>wZCiYDw7Jns~!p&pSaMwuBpRjJ8k-(v)$&3zO`Q4FC8xRQJ8J_-jj^ zO>?$&L!xm_lxBv@1wS>h$478t5VwjTBquI%a{IdMAcKx7_pXZ2_Tqq+e2odKggriqh;T!o&P9u*j{Y6K2}dz z%suac$h3Awses(Cp;l~3kS_+Hb zk0xAVd+(sRY~@wk^6NkID~zzL`}~}{{N$@x@LtqsBj&BbwnLWm0qF&py$vQWB130D z^KYQ<1n4`93|@pImxKq;z_CZ7Sn)HgLLV!6^Q-hFKlc_t_8`k%grN)OZ{r3JfhG5| zSd$&M(h04w;bv%YQeJc7U$c|7mJ>CXqwcXIPSbrhP`^pAqV{nM9`Z`mxh2ogoGWPh zDKzl_FI<`70H_vgxutrn*hkFZi_CyC%z*RE#Mitc8;bYUk^8IJZaX+}zj0E|b26`R zs77*RGx2F{-1t*m{ZXWRKW_1}6v>jX zXob*hh3Jk_bcakn(vC$ zp9B4m;D|by{D7OYkfJzjAUUid+OL^66rI%s%kDBv|2@m0XE-rexM63}#QXfx55Mx& zeic99gdSSZmz;kKC?;}CUw&r=-sC1|pqU1|)OWn3H)zUhUg`^8wk9v{EjLGV{Qbth z8z6Zz&Rz<(KSwAoxJjoqBQX~9Jypd14$5dhd2ELM-9jf@Nr z^bfVScmJRL?&p8j|3B6eow`ILvsiTYGK<6Jkr(>LhcZU{f+q%o#s_@H`y9smZN~OeRNlr^XEDC(ITmElE>0q$zXa zlnH6Zj67>fp0y^;*;D2}FD`srBzi58BbLYs401A^lF6XvGpR+4#bV}C=`yW^wV21G z=CY{yti?j+Vli{EguYnJq*t+)>R0j`>zIrNCcTkKZ(=c8mKkl!j5a2tg-Nfc(@GfB zJo;kp5+!YM1)tHVaa3|Nm7K6h$)Hj*X_O=yC1H^qNhSMGi5`n2Zwk?uyx>D#a3{?> zQsx{ebGGC;N79@pbs?NG=RQAWFgK+)H}#P`=S!aVrObb)k&|fDG%7i9iJVO(MN&w9 zG)fe0v4F8uMW<#lX{pS`4AxREi&4m2DrPaNmYLNoX0<>!WBd@rGYXOz>$%K&4&x_B zP;J&IC_7`+a+wW0Rx^*)!CmeUa5P3OM_{Pca9DL*Mg>Q}&T<7q%j3|}xwIrf-x(#E zMU7&TzcYx=OyU;?@$(YVZfU`MY0i)~`%b{lW{fD)+Qi9+3*(pOM^7${othv0eTAK^ znd#d&-M?kBZ_7mQ#_=Adu`cnk4mi>dM%uw}3mj}kdRjnF3+(<0x*9-d9c--@Oj9MS zEdg~!pgJFxu5_Fgq=15CP?!V?5@BvU$cO|fVK6ZS#0MiWejwTlhP%U1R~YC70>6O3 zuh7RHaW+L9HKD^R@I@DX)`g$n38UqV||!Pq>5mXD#? zeQ5CzF?#?lA41z_$fuXUO;b3)U_;W^zcW0Z6o%+lCHs?Ubkf4?!qiB2L)ri0=`c1j z)H6KL-O)5RGn^U_`s>%PIO7iwM1kWm;T{mL|h;YltL_4foD=u?^nw_z{A@Rynx_6fJO+g5(Zx+5Myz0 z7Z0xq*cp5b;OiC6^##CC2;(5g5ENj+JP5M|x*4p6Fb#qz2>k(cg3uB{OaZi5A!3gp zxGTsi1P>v20f5@S95kQ{fewH=0BQrExw8KS1TO*5M-WE2Y>>=I25#T_5HSga!4(LvK;$xj*8q47;avc( zu4E@32gm^kPvMXYLb&4qoPYwFb`rpg2yzAo_Tk`e9R8S;(D`)|D&oRY5D`O=wRn(Y zcCtB4r{L3l+mjo$#ie6*obz9|%NF8YaZ-Uev4E9#T>x>#P$)r=jtD(OLL4zu#2G5#RORqDB!w>s3mw8C2XXjAcw`#_*8;E>z_k!r1EDem z8zDG`LmtbDyjm~uSV{bf5V#0{niL^)`>hod&_P1}CF>8UQGu7No+!W2*$x62@ofb3z0yAWN_alkVqLqh$OCf3n6!> znExt#h$Ipr1%suKAPJbiO*D5KA$v2(*aDL`lbr&irC-1(APaXHuk^iL+t;;MI@7mb92PmnYpRS zU%!5}7MJ9Ceao{ot#fxGHT|G;Hj^8EP+IGl16_g{?q!el@rK%Y!)@4b8@IKL^COOz z?aodAj28G{wJ}&rI=?j&E%ir>z0m3~w8#~U(ZFnX@V=hl#Tf9LGX=ibR4+Qwk9L+~ zb%|I{DX*sts|prGJGP|q8xyhOFPPi!n7Jrd5AZ(j#d4g{o@#WYOJKK6_VH(i_~Ttz ze>J}<8q0P3Rpf+)s-uZ|{0eV=*mKPDGL~#E2urL8Lu*2@5;rWx01ds3nkr!L0rp`9 znVBl{-Or-IFVR#-enl+SQpjs9;J20WoAR)VU^LH_UmnQM`hsQI^MapY)(U(Jg#S?n zbw0v(KE`+0$hVY5^#J+`hpGaei5!||$B#GVN9bU&rdYlYzrYI%*XG83Kr?Ky5Dk9N z8!T3zn`VtAf8iP_qYnG{KDSWsOPI%XH1<7O=*urpzzY4?5n5=jGg_a)Ys^7=e_|tj z*k~Vrs2%HT<8{{ZJ8IFYR4hLT4bojU+|RK(%X53g*4xB0+Kd{gFdqQc104GaWIUJP z*&e~{|KJ*^u=Q7SbY$2sAzMof{d^2HTFcdw;JyQ>u{7uX8Z7V;=JSASzJ1wnH%o0Z z*Xcel$`lROV7-#!yjMmo53|*!n2#XqF~WL|aCGFkU;ad0F7Rv*^4{W?wWYZ_t2ufE zo|Y)r;&-;mUglH4b-eZ~!j~E~oh^HeA=sJgYst z2t%|qikITb4t&Q8dd0Op#j?G?b^4q61X+Fr*c$T8*CK3(lRTfN%g^wFZZ%ycj-d+2 zayMIdBmE&@sEI5aD)K(=VCzbAbr8&48ns=+`?3%9y2$f5i@Kl2+>WE3XHf6Ic`ipe zpEj`_RCu4Za&0$o?bmbdH*oB?aqTv+j3tzS+3yjK5uW`45!h;a zkfjHiZ;_RXG(b00;CWwLd@H@E3Tdx#bS*KOrYKEYl&B7fPXXyMAiqFJPw_MNAn_G} z`c{hkT72?4n7D$Qz6IxB5{U0*CQP=ESe`Cc+oScHP>#vNVuufoR}WuQ5x%rj>ikxT zi#w&R?2@{+Q|9&#iF~`8y@{5+aW-AiM%^*ST@m_SQHDLS#)HY0oe>}U6U;_4zl`R( zju!fi7I+M%SWo7E8!vDj&iXV_>^4;yG+yjAQyDy488%ZDI#&}mR}(Q?9ZG6UT4+e1 zv}TgqvM6oY#Fh+7R{^ynPXNfei&t#25~?75F^kesAaKpvv&ro_E0t#@i{0hat`dQL z)>}sFD 0) + } + } From 5359d085ea9c7e31e122c662e5a276e06dadb3b8 Mon Sep 17 00:00:00 2001 From: Danilo Burbano Date: Wed, 18 Jun 2025 16:50:49 -0500 Subject: [PATCH 5/5] [SPARKNLP-1161] Updating demo notebook --- .../SparkNLP_PDF_Reader_Demo.ipynb.ipynb | 1219 +++++++++++++++++ 1 file changed, 1219 insertions(+) create mode 100644 examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb.ipynb diff --git a/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb.ipynb b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb.ipynb new file mode 100644 index 00000000000000..cddcc0fe54b247 --- /dev/null +++ b/examples/python/reader/SparkNLP_PDF_Reader_Demo.ipynb.ipynb @@ -0,0 +1,1219 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": { + "id": "tzcU5p2gdak9" + }, + "source": [ + "# Introducing PDF reader in SparkNLP\n", + "This notebook showcases the newly added `sparknlp.read().pdf()` method in Spark NLP that parses PDF content from both local files and distributed file systems into a Spark DataFrame." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "xrvHhiTAdfGd", + "outputId": "c6193aab-1379-47b2-b9a4-2f55a704b191" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Mounted at /content/drive\n" + ] + } + ], + "source": [ + "from google.colab import drive\n", + "drive.mount('/content/drive')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "mjV3NcQ8eA52" + }, + "outputs": [], + "source": [ + "!cp drive/MyDrive/JSL/sparknlp/sparknlp.jar .\n", + "!cp drive/MyDrive/JSL/sparknlp/spark_nlp-5.5.3-py2.py3-none-any.whl ." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "FuWVW6HPXRQw", + "outputId": "b787e87f-8770-42de-c766-c4c863ae7a3b" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "env: PYSPARK=3.4.0\n" + ] + } + ], + "source": [ + "%env PYSPARK=3.4.0" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "pEmutNjReCgc", + "outputId": "334912c4-1291-4e05-df44-7ae02d31ff62" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Requirement already satisfied: PYSPARK in /usr/local/lib/python3.11/dist-packages (3.5.5)\n", + "Requirement already satisfied: py4j==0.10.9.7 in /usr/local/lib/python3.11/dist-packages (from PYSPARK) (0.10.9.7)\n" + ] + } + ], + "source": [ + "!pip install PYSPARK" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3qjPeDjvfCpA", + "outputId": "1075c5bb-e07b-42db-ca1c-c283ecc72034" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Processing ./spark_nlp-5.5.3-py2.py3-none-any.whl\n", + "Installing collected packages: spark-nlp\n", + "Successfully installed spark-nlp-5.5.3\n" + ] + } + ], + "source": [ + "!pip install spark_nlp-5.5.3-py2.py3-none-any.whl" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "DczWop6QeE8F", + "outputId": "383152ed-b433-4bde-c5d4-092e4117cea8" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Apache Spark version: 3.5.5\n" + ] + } + ], + "source": [ + "# import sparknlp\n", + "# # let's start Spark with Spark NLP\n", + "# spark = sparknlp.start()\n", + "\n", + "from pyspark.sql import SparkSession\n", + "\n", + "spark = SparkSession.builder \\\n", + " .appName(\"SparkNLP\") \\\n", + " .master(\"local[*]\") \\\n", + " .config(\"spark.driver.memory\", \"12G\") \\\n", + " .config(\"spark.serializer\", \"org.apache.spark.serializer.KryoSerializer\") \\\n", + " .config(\"spark.kryoserializer.buffer.max\", \"2000M\") \\\n", + " .config(\"spark.driver.maxResultSize\", \"0\") \\\n", + " .config(\"spark.jars\", \"./sparknlp.jar\") \\\n", + " .getOrCreate()\n", + "\n", + "\n", + "print(\"Apache Spark version: {}\".format(spark.version))" + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "RFOFhaEedalB" + }, + "source": [ + "## Setup and Initialization\n", + "Let's keep in mind a few things before we start 😊\n", + "\n", + "Support for reading pdf files was introduced in Spark NLP 6.0.0 Please make sure you have upgraded to the latest Spark NLP release." + ] + }, + { + "cell_type": "markdown", + "source": [ + "- Let's install and setup Spark NLP in Google Colab. This part is pretty easy via our simple script" + ], + "metadata": { + "id": "kqwWNAYpArzk" + } + }, + { + "cell_type": "code", + "source": [ + "! wget -q http://setup.johnsnowlabs.com/colab.sh -O - | bash" + ], + "metadata": { + "id": "J_9jvnRGA32z" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "markdown", + "source": [ + "For local files example we will download a couple of PDF files from Spark NLP Github repo:" + ], + "metadata": { + "id": "kFVhIybjAvCF" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "ya8qZe00dalC", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "9205e64f-d3df-4869-b2f4-7718ca7731ac" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-03-04 23:51:22-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 25803 (25K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/pdf-title.pdf’\n", + "\n", + "pdf-title.pdf 100%[===================>] 25.20K --.-KB/s in 0.005s \n", + "\n", + "2025-03-04 23:51:23 (4.92 MB/s) - ‘pdf-examples/pdf-title.pdf’ saved [25803/25803]\n", + "\n", + "--2025-03-04 23:51:23-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.110.133, 185.199.111.133, 185.199.109.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.110.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 9487 (9.3K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/text_3_pages.pdf’\n", + "\n", + "text_3_pages.pdf 100%[===================>] 9.26K --.-KB/s in 0s \n", + "\n", + "2025-03-04 23:51:23 (22.2 MB/s) - ‘pdf-examples/text_3_pages.pdf’ saved [9487/9487]\n", + "\n" + ] + } + ], + "source": [ + "!mkdir pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/pdf-title.pdf -P pdf-examples\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/text_3_pages.pdf -P pdf-examples" + ] + }, + { + "cell_type": "code", + "source": [ + "!mkdir scattered-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf -P scattered-pdf-files" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "WNBXvLfWhIN9", + "outputId": "453f155f-2d09-4704-f62a-d07d91d57901" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-03-04 23:51:23-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-textStripper/src/test/resources/reader/pdf/unsorted_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 1563 (1.5K) [application/octet-stream]\n", + "Saving to: ‘scattered-pdf-files/unsorted_text.pdf’\n", + "\n", + "unsorted_text.pdf 100%[===================>] 1.53K --.-KB/s in 0s \n", + "\n", + "2025-03-04 23:51:23 (21.3 MB/s) - ‘scattered-pdf-files/unsorted_text.pdf’ saved [1563/1563]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!mkdir coordinates-pdf-files\n", + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf -P coordinates-pdf-files" + ], + "metadata": { + "id": "vbqANFcvf9dF", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "84b74a9e-114d-48b7-c9b5-9a0cbcb8e3c3" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-03-04 23:51:23-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-extractCoordinates/src/test/resources/reader/pdf/ligatures_text.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 19436 (19K) [application/octet-stream]\n", + "Saving to: ‘coordinates-pdf-files/ligatures_text.pdf’\n", + "\n", + "\rligatures_text.pdf 0%[ ] 0 --.-KB/s \rligatures_text.pdf 100%[===================>] 18.98K --.-KB/s in 0.002s \n", + "\n", + "2025-03-04 23:51:24 (9.21 MB/s) - ‘coordinates-pdf-files/ligatures_text.pdf’ saved [19436/19436]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "!ls -lh coordinates-pdf-files" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "tIo_swb0Q79-", + "outputId": "28cf5eaf-639c-4e8a-80ce-a882d4cbb078" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "total 20K\n", + "-rw-r--r-- 1 root root 19K Mar 4 23:51 ligatures_text.pdf\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Let's install some packages to visualize the PDFs documents" + ], + "metadata": { + "id": "gDhne71P2pFm" + } + }, + { + "cell_type": "code", + "source": [ + "!apt-get install poppler-utils\n", + "!pip install pdf2image" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "O8eOC4s_jN3p", + "outputId": "c5c7e98d-8aa9-4a35-e612-a4d9b61d3796" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Reading package lists... Done\n", + "Building dependency tree... Done\n", + "Reading state information... Done\n", + "The following NEW packages will be installed:\n", + " poppler-utils\n", + "0 upgraded, 1 newly installed, 0 to remove and 29 not upgraded.\n", + "Need to get 186 kB of archives.\n", + "After this operation, 696 kB of additional disk space will be used.\n", + "Get:1 http://archive.ubuntu.com/ubuntu jammy-updates/main amd64 poppler-utils amd64 22.02.0-2ubuntu0.6 [186 kB]\n", + "Fetched 186 kB in 0s (562 kB/s)\n", + "Selecting previously unselected package poppler-utils.\n", + "(Reading database ... 124947 files and directories currently installed.)\n", + "Preparing to unpack .../poppler-utils_22.02.0-2ubuntu0.6_amd64.deb ...\n", + "Unpacking poppler-utils (22.02.0-2ubuntu0.6) ...\n", + "Setting up poppler-utils (22.02.0-2ubuntu0.6) ...\n", + "Processing triggers for man-db (2.10.2-1) ...\n", + "Collecting pdf2image\n", + " Downloading pdf2image-1.17.0-py3-none-any.whl.metadata (6.2 kB)\n", + "Requirement already satisfied: pillow in /usr/local/lib/python3.11/dist-packages (from pdf2image) (11.1.0)\n", + "Downloading pdf2image-1.17.0-py3-none-any.whl (11 kB)\n", + "Installing collected packages: pdf2image\n", + "Successfully installed pdf2image-1.17.0\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "metadata": { + "id": "EoFI66NAdalE" + }, + "source": [ + "## Parsing PDFs from Local Files\n", + "Use the `pdf()` method to parse Excel content from local directories." + ] + }, + { + "cell_type": "markdown", + "source": [ + "- Update introduced in SparkNLP 6.0.1: pdf reader now also identifies the pages for each PDF file" + ], + "metadata": { + "id": "2F4nniCYzA88" + } + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "id": "bAkMjJ1vdalE", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "ff796271-c0a1-4430-ea60-fc463dcba96c" + }, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content| exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "|file:/content/pdf...|2025-03-04 23:55:...|711171| | []| -1| -1| []|PdfToText: java.l...| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| This is a page.\\n| NULL| 841| 595| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487|This is another p...| NULL| 841| 595| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| Yet another page.\\n| NULL| 841| 595| NULL| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "\n" + ] + } + ], + "source": [ + "import sparknlp\n", + "\n", + "pdf_df = sparknlp.read().pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ] + }, + { + "cell_type": "code", + "source": [ + "pdf_df.printSchema()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "VWbUgoVQrO8m", + "outputId": "4e3a263a-172c-4ce8-ef3d-8efc21ddeadf" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "root\n", + " |-- path: string (nullable = true)\n", + " |-- modificationTime: timestamp (nullable = true)\n", + " |-- length: long (nullable = true)\n", + " |-- text: string (nullable = true)\n", + " |-- positions: array (nullable = true)\n", + " | |-- element: struct (containsNull = true)\n", + " | | |-- mapping: array (nullable = true)\n", + " | | | |-- element: struct (containsNull = true)\n", + " | | | | |-- c: string (nullable = true)\n", + " | | | | |-- x: float (nullable = false)\n", + " | | | | |-- y: float (nullable = false)\n", + " | | | | |-- width: float (nullable = false)\n", + " | | | | |-- height: float (nullable = false)\n", + " | | | | |-- fontSize: integer (nullable = false)\n", + " | | | | |-- source: string (nullable = true)\n", + " |-- height_dimension: integer (nullable = true)\n", + " |-- width_dimension: integer (nullable = true)\n", + " |-- content: binary (nullable = true)\n", + " |-- exception: string (nullable = true)\n", + " |-- pagenum: integer (nullable = true)\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "You can also use DFS file systems like:\n", + "- Databricks: `dbfs://`\n", + "- HDFS: `hdfs://`\n", + "- Microsoft Fabric OneLake: `abfss://`" + ], + "metadata": { + "id": "BB2FEfegGuxl" + } + }, + { + "cell_type": "markdown", + "source": [ + "### Configuration Parameters" + ], + "metadata": { + "id": "C1KhfLcCPizR" + } + }, + { + "cell_type": "markdown", + "source": [ + "You can customize the behavior of PDF reader with some parameters." + ], + "metadata": { + "id": "OUSSGmjrPnPY" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `storeSplittedPdf`: By default, it's `false`. When it's `true` it stores bytes content of splitted pdf in `content` column" + ], + "metadata": { + "id": "7jefzVyEP8f_" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"storeSplittedPdf\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "gDJyUi_9R4fr", + "outputId": "31c74e00-6d9f-4cfd-f945-7974b724f40d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension| content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 25803|This is a Title \\...| NULL| 842| 596|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| This is a page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487|This is another p...| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 1|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| Yet another page.\\n| NULL| 841| 595|[25 50 44 46 2D 3...| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+--------------------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `setSplitPage`: Introduced in SparkNLP 6.0.1. By default, it's `true`. When it's `false` it does not identify pages in the PDF documents" + ], + "metadata": { + "id": "gRlyYVs4yeev" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"splitPage\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "3BLsKZ0_y1yk", + "outputId": "80a3a606-9426-4c30-948a-9e8ba98947ab" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487|This is a page.\\n...| NULL| 841| 595| NULL| NULL| 0|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `onlyPageNum`: Introduced in SparkNLP 6.0.1. By default, it's `false`. When it's `true` it only identifies page numbers in the PDF documents." + ], + "metadata": { + "id": "2MuCHkIkKXCK" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"onlyPageNum\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "id": "wMmySMmCKcQu", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "3fe23ad5-706b-4798-8e68-6541a77f4903" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "| path| modificationTime|length|text|positions|height_dimension|width_dimension|content|exception|pagenum|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 25803| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| | NULL| 1| 1| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| | NULL| 1| 1| NULL| NULL| 2|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| | NULL| 1| 1| NULL| NULL| 3|\n", + "+--------------------+--------------------+------+----+---------+----------------+---------------+-------+---------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `setTextStripper`: Introduced in SparkNLP 6.0.1. It can have two vaules:\n", + " - PDFTextStripper: This is the default. It extracts text from a PDF, but the output often loses the original layout and formatting.\n", + " - PDFLayoutTextStripper: This customized version enhances PDF Text Stripper by preserving the visual layout." + ], + "metadata": { + "id": "-VwMbGLYJQyI" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `sort`: Introduced in SparkNLP 6.0.1. It's default is `false`. We suggest to set it as `true` when using PDFLayoutTextStripper because it sorts and organizes text positions to retain a structure closer to the original document." + ], + "metadata": { + "id": "ma0Oclru10tW" + } + }, + { + "cell_type": "markdown", + "source": [ + "To better understand the benefit of using `PDFLayoutTextStripper` and `sort` let's check the PDF below" + ], + "metadata": { + "id": "GQm2LdeZz-UX" + } + }, + { + "cell_type": "code", + "source": [ + "from pdf2image import convert_from_path\n", + "from IPython.display import display\n", + "\n", + "pdf_path = \"./scattered-pdf-files/unsorted_text.pdf\"\n", + "\n", + "images = convert_from_path(pdf_path)\n", + "for img in images:\n", + " display(img)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/", + "height": 1000 + }, + "id": "ofoU4NstkQSG", + "outputId": "22d94641-2789-49d5-fed9-ad0a93879bcc" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": [ + "" + ], + "image/png": "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\n", + "image/jpeg": "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\n" + }, + "metadata": {} + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "Now, let's see at the result of parsing this scattered PDF:" + ], + "metadata": { + "id": "Ty4AmHUO0-9b" + } + }, + { + "cell_type": "code", + "source": [ + "pdf_df = sparknlp.read().pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "9hWt1eR3i6fG", + "outputId": "8dd85fb3-9f9a-4e72-d22c-53cff832875d" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|text |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|Hello, this is line 1.\\nLine 3 should be below line 2.\\nThis is line 2, but it's placed above line 3.\\nFinally, this is line 4, far away.\\nA random heading up here.\\n|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the result output and the PDF above content is not necessarily stored in reading order. It may be scattered due to:\n", + "\n", + "- Different text extraction strategies.\n", + "- Complex PDF layouts with multiple columns, tables, etc." + ], + "metadata": { + "id": "DEfkdP6S0cQ3" + } + }, + { + "cell_type": "markdown", + "source": [ + "Through `PDFLayoutTextStripper` and sorting we can ensure that text is arranged in a human-readable order, following a logical left-to-right and top-to-bottom flow, as shown below:" + ], + "metadata": { + "id": "WLmZxOxg0uo9" + } + }, + { + "cell_type": "code", + "source": [ + "from pyspark.sql.functions import *\n", + "\n", + "params = {\"textStripper\": \"PDFLayoutTextStripper\", \"sort\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./scattered-pdf-files\")\n", + "pdf_df.select(trim(regexp_replace(col(\"text\"), \"\\\\s+\", \" \"))).show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "NlILhGJ4LNwA", + "outputId": "23d39d07-e035-4217-fb2b-4421dae5be0b" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|trim(regexp_replace(text, \\s+, , 1)) |\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "|A random heading up here. Hello, this is line 1. This is line 2, but it's placed above line 3. Line 3 should be below line 2. Finally, this is line 4, far away.|\n", + "+----------------------------------------------------------------------------------------------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "- `extractCoordinates`: Introuced in SparkNLP 6.0.4, by default is `false`. When it's `true` force extracting coordinates of text in a `positions` column" + ], + "metadata": { + "id": "1Rzp2aMobtCH" + } + }, + { + "cell_type": "markdown", + "source": [ + "- `normalizeLigatures`: This parameter was introduced in SparkNLP 6.0.4. By default, it is set to `true`, meaning that ligatures are automatically mapped to their corresponding individual characters. When set to `false`, ligatures remain unchanged in the text." + ], + "metadata": { + "id": "gbWFhCbKcUrT" + } + }, + { + "cell_type": "markdown", + "source": [ + "**What Are Ligatures?**" + ], + "metadata": { + "id": "U5viLWJDcp9J" + } + }, + { + "cell_type": "markdown", + "source": [ + "Ligatures are special character combinations that merge two or more letters into a single glyph. They are commonly used in typography to enhance readability, aesthetics, and spacing between certain letter pairs.\n", + "\n", + "Currently, the PDF reader maps the following ligatures:\n", + "\n", + "| Ligature | Mapped To |\n", + "|----------|-----------|\n", + "| **ff** | `[\"f\", \"f\"]` |\n", + "| **fi** | `[\"f\", \"i\"]` |\n", + "| **fl** | `[\"f\", \"l\"]` |\n", + "| **ffi** | `[\"f\", \"f\", \"i\"]` |\n", + "| **ffl** | `[\"f\", \"f\", \"l\"]` |\n", + "| **st** | `[\"s\", \"t\"]` |\n", + "| **œ** | `[\"o\", \"e\"]` |\n", + "\n", + "By enabling `normalizeLigatures`, SparkNLP ensures consistent text representation by replacing these ligatures with their standard character equivalents.\n" + ], + "metadata": { + "id": "FbN8CqFId-2P" + } + }, + { + "cell_type": "markdown", + "source": [ + "The helper function below helps to illustrate the use of `normalizeLigatures` parameter:" + ], + "metadata": { + "id": "52aFrZ5m0qPs" + } + }, + { + "cell_type": "code", + "source": [ + "from pyspark.sql import DataFrame\n", + "from pyspark.sql.functions import col, explode\n", + "\n", + "def filter_records_with_c(df: DataFrame, target_value: str = \"œ\") -> DataFrame:\n", + " df_exploded = df.withColumn(\"positions_exploded\", explode(col(\"positions\")))\n", + " df_exploded = df_exploded.withColumn(\"mapping_exploded\", explode(col(\"positions_exploded.mapping\")))\n", + " filtered_df = df_exploded.filter(col(\"mapping_exploded.c\") == target_value)\n", + "\n", + " return filtered_df" + ], + "metadata": { + "id": "V_sdfQD50ixc" + }, + "execution_count": null, + "outputs": [] + }, + { + "cell_type": "code", + "source": [ + "params = {\"extractCoordinates\": \"true\", \"normalizeLigatures\": \"false\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"text\").show(truncate=False)" + ], + "metadata": { + "id": "Erm_EsDgfs-h", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "3cc567c8-5eb7-46f0-cf9d-bb2189cec34a" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+-------------------------------------------------------------------------+\n", + "|text |\n", + "+-------------------------------------------------------------------------+\n", + "|This is an example with ligatures: \\n \\nI love fine flowers and œuvre. \\n|\n", + "+-------------------------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the dataframe we have a text with a ligature and we can find its coordinate performing some operations in the `positions` column (see `filter_records_with_c` function)." + ], + "metadata": { + "id": "NFa5UxfXQEYq" + } + }, + { + "cell_type": "code", + "source": [ + "ligatures_df = filter_records_with_c(pdf_df)\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "yPdfJlyFzrfl", + "outputId": "c9df7dbe-4a09-4881-a7c6-ccdd90a332ba" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{œ, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the example above the coordinates for ligature `œ` starts with `(211.21817, 112.84473)`. Now, when we let `normalizeLigatures` as `true`, we will get those coordinates for `o` and `e` chars respectively as we can see beloww:" + ], + "metadata": { + "id": "mAiumsO42zmy" + } + }, + { + "cell_type": "code", + "source": [ + "params = {\"extractCoordinates\": \"true\"}\n", + "pdf_df = sparknlp.read(params).pdf(\"./coordinates-pdf-files\")\n", + "pdf_df.select(\"positions\").show()" + ], + "metadata": { + "id": "Y1Uj9bqacAIX", + "colab": { + "base_uri": "https://localhost:8080/" + }, + "outputId": "f69033d8-d8ea-4311-bfd4-f7ae74393743" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+\n", + "| positions|\n", + "+--------------------+\n", + "|[{[{T, 72.0, 75.8...|\n", + "+--------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df)\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "95HEjR9j014q", + "outputId": "c4577d4a-1713-4db7-c172-784325afe7b1" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+----------------+\n", + "|mapping_exploded|\n", + "+----------------+\n", + "+----------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "no_ligatures_df = filter_records_with_c(pdf_df, target_value = \"o\")\n", + "no_ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "TO4Mpo6T1Gtn", + "outputId": "b9345595-97bf-45a7-e092-ae01a28883e2" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+-----------------------------------------------------+\n", + "|mapping_exploded |\n", + "+-----------------------------------------------------+\n", + "|{o, 82.883575, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 142.77396, 112.84473, 7.786133, 9.313965, 0, pdf}|\n", + "|{o, 211.21817, 112.84473, 0.0, 9.313965, 0, pdf} |\n", + "+-----------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "ligatures_df = filter_records_with_c(pdf_df, target_value = \"e\")\n", + "ligatures_df.select(\"mapping_exploded\").show(truncate=False)" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "0sptUO-K2PVN", + "outputId": "ffb614ad-a0d1-4472-8cbb-e931e34a0bb5" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "+------------------------------------------------------+\n", + "|mapping_exploded |\n", + "+------------------------------------------------------+\n", + "|{e, 135.7642, 75.81787, 7.7861176, 9.313965, 0, pdf} |\n", + "|{e, 180.86987, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 259.4188, 75.81787, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 97.66145, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 124.1086, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 160.66046, 112.84473, 7.786133, 9.313965, 0, pdf} |\n", + "|{e, 211.21817, 112.84473, 13.213867, 9.313965, 0, pdf}|\n", + "|{e, 243.86205, 112.84473, 7.786148, 9.313965, 0, pdf} |\n", + "+------------------------------------------------------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As you can see in the example above you can check the coordinates `(211.21817, 112.84473)` for characters `o` and `e`, whereas if you set `normalizeLigatures` to `false` you will get those coordinates for ligature `œ`" + ], + "metadata": { + "id": "2Tp0oXSWffiY" + } + }, + { + "cell_type": "markdown", + "source": [ + "## Handling Exceptions" + ], + "metadata": { + "id": "8EZgKp_XiADF" + } + }, + { + "cell_type": "markdown", + "source": [ + "In SparkNLP 6.0.4, we introduced enhanced exception handling that ensures all PDF files are processed, even if an error occurs in one of them. Any errors will be captured and logged in the DataFrame, allowing your batch processes to continue running without interruption." + ], + "metadata": { + "id": "-vDhJg_4mYJb" + } + }, + { + "cell_type": "code", + "source": [ + "!wget https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-exception-column/src/test/resources/reader/pdf-corrupted/corrupted.pdf -P pdf-examples" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "HTvqIZNOiBm7", + "outputId": "b4e6b0c4-a496-411a-b1dc-3c76e52d2ccc" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "--2025-03-04 23:55:08-- https://raw.githubusercontent.com/JohnSnowLabs/spark-nlp/feature/SPARKNLP-1098-Adding-a-PDF-Reader-exception-column/src/test/resources/reader/pdf-corrupted/corrupted.pdf\n", + "Resolving raw.githubusercontent.com (raw.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", + "Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|185.199.108.133|:443... connected.\n", + "HTTP request sent, awaiting response... 200 OK\n", + "Length: 711171 (695K) [application/octet-stream]\n", + "Saving to: ‘pdf-examples/corrupted.pdf’\n", + "\n", + "corrupted.pdf 100%[===================>] 694.50K --.-KB/s in 0.1s \n", + "\n", + "2025-03-04 23:55:09 (6.34 MB/s) - ‘pdf-examples/corrupted.pdf’ saved [711171/711171]\n", + "\n" + ] + } + ] + }, + { + "cell_type": "code", + "source": [ + "import sparknlp\n", + "\n", + "pdf_df = sparknlp.read().pdf(\"./pdf-examples\")\n", + "pdf_df.show()" + ], + "metadata": { + "colab": { + "base_uri": "https://localhost:8080/" + }, + "id": "JJkrZnaMi5N-", + "outputId": "59ec7285-8fd3-43ad-b7fc-526f268a897b" + }, + "execution_count": null, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Warning::Spark Session already created, some configs may not take.\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "| path| modificationTime|length| text|positions|height_dimension|width_dimension|content| exception|pagenum|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "|file:/content/pdf...|2025-03-04 23:55:...|711171| | []| -1| -1| []|PdfToText: java.l...| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 25803|This is a Title \\...| NULL| 842| 596| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| This is a page.\\n| NULL| 841| 595| NULL| NULL| 0|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487|This is another p...| NULL| 841| 595| NULL| NULL| 1|\n", + "|file:/content/pdf...|2025-03-04 23:51:...| 9487| Yet another page.\\n| NULL| 841| 595| NULL| NULL| 2|\n", + "+--------------------+--------------------+------+--------------------+---------+----------------+---------------+-------+--------------------+-------+\n", + "\n" + ] + } + ] + }, + { + "cell_type": "markdown", + "source": [ + "As shown in the result above, a corrupted file is logged in the `exception` column without affecting the processing of other files." + ], + "metadata": { + "id": "LzVlYaw0mqTs" + } + } + ], + "metadata": { + "colab": { + "provenance": [] + }, + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.10.12" + } + }, + "nbformat": 4, + "nbformat_minor": 0 +} \ No newline at end of file