From 23d9795387d114e356c4d1f28fa326c290f92de6 Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Thu, 4 Jul 2024 12:44:35 +0300 Subject: [PATCH 1/6] add a data collaboration sample --- 00_notebooks/data-collaboration.ipynb | 1223 +++++++++++++++++++++++++ 00_notebooks/images/data_colab.png | Bin 0 -> 264934 bytes 2 files changed, 1223 insertions(+) create mode 100644 00_notebooks/data-collaboration.ipynb create mode 100644 00_notebooks/images/data_colab.png diff --git a/00_notebooks/data-collaboration.ipynb b/00_notebooks/data-collaboration.ipynb new file mode 100644 index 000000000..84ca0fae5 --- /dev/null +++ b/00_notebooks/data-collaboration.ipynb @@ -0,0 +1,1223 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "9b2c8fa0-1702-411a-b11c-3190679bf31c", + "metadata": {}, + "source": [ + "\"lakeFS \n", + "\n", + "# lakeFS for Data Collaboration" + ] + }, + { + "cell_type": "markdown", + "id": "ee1f1244-ba66-4560-9e0c-7b87660aff67", + "metadata": {}, + "source": [ + "## Prerequisites\n", + "\n", + "* This Notebook requires connecting to lakeFS Cloud or lakeFS Enterprise\n", + "* Register to lakeFS Cloud: https://lakefs.cloud/register or Contact Us for a lakeFS Enterprise Key: https://lakefs.io/contact-sales/" + ] + }, + { + "cell_type": "markdown", + "id": "0b6d1654-82fd-477b-900d-8bfbddf7346b", + "metadata": {}, + "source": [ + "### The image below demonstrates the setup created in this sample notebook:\n", + "* A single lakeFS repository, with a protected Main branch that stores production data.\n", + "* Three groups:\n", + " * **Admins**: including a single user\n", + " * **Data Scientists**: including a single user\n", + " * **Developers**: including two users\n", + "* A **FSBlockMergingToMain** policy which prevents users from being able to promote data to production.\n", + "* Multiple branches created by individual users" + ] + }, + { + "cell_type": "markdown", + "id": "264ff04b-9137-47b5-b4c2-f80a11246800", + "metadata": {}, + "source": [ + "![data_collaboration](./images/data_colab.png)" + ] + }, + { + "cell_type": "markdown", + "id": "2d06bdc4-9a08-48b8-bc8f-c1d7a23fcc97", + "metadata": {}, + "source": [ + "## Config" + ] + }, + { + "cell_type": "markdown", + "id": "387f4469-9708-435d-bec9-c943fd87a0bf", + "metadata": {}, + "source": [ + "### Change your lakeFS credentials" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "dfa46799-5f86-4104-9447-d91328edbff4", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "lakefsEndPoint = 'lakefs:8000' # e.g. 'https://username.aws_region_name.lakefscloud.io'\n", + "lakefsAccessKey = 'AKIAIOSFOLKFSSAMPLES'\n", + "lakefsSecretKey = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'" + ] + }, + { + "cell_type": "markdown", + "id": "13d1c562-9899-4343-b887-c5c018ea79b0", + "metadata": {}, + "source": [ + "### Storage Information\n", + "##### Change the Storage Namespace to a location in the bucket you’ve configured. The storage namespace is a location in the underlying storage where data for this repository will be stored." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "25b151c2-743d-43e1-9f2f-25482967c207", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "storageNamespace = 's3://example/' # e.g. \"s3://username-lakefs-cloud/\"" + ] + }, + { + "cell_type": "markdown", + "id": "debe8733-d1f8-4b54-961b-33fc40535fe1", + "metadata": {}, + "source": [ + "## Setup\n", + "\n", + "**(you shouldn't need to change anything in this section, just run it)**" + ] + }, + { + "cell_type": "markdown", + "id": "fc6d8ce9-1147-4d4c-9882-9718fde1ddde", + "metadata": {}, + "source": [ + "## You can change lakeFS repo name (it can be an existing repo or provide another repo name)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c6e3c546-98b9-4e4e-a9c0-c6737758ce20", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "repo_name = \"data-collaboration-repo\"" + ] + }, + { + "cell_type": "markdown", + "id": "c093db8e-68d9-409f-bde7-73ee4ceca5a5", + "metadata": {}, + "source": [ + "## Versioning Information" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3b839850-5954-4631-8e7e-d0dee6d17dde", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "mainBranch = \"main\"\n", + "fileName = \"lakefs_test.csv\"" + ] + }, + { + "cell_type": "markdown", + "id": "b7ae3a20-86f3-411f-83b5-b77a7ad3293f", + "metadata": {}, + "source": [ + "### Import libraries" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "63c6251a-9545-4292-8663-4785edd29b4b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "%xmode Minimal\n", + "import lakefs\n", + "from lakefs.client import Client\n", + "import lakefs_sdk\n", + "from lakefs_sdk.client import LakeFSClient\n", + "from lakefs_sdk import models\n", + "from assets.lakefs_demo import print_commit, print_diff" + ] + }, + { + "cell_type": "markdown", + "id": "a7ede096-1b84-4b59-bdd1-2608ced6be51", + "metadata": {}, + "source": [ + "## Working with the lakeFS Python client API" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "08f45f04-5425-4224-8da2-88c5e506a6ba", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "if not 'superUserClient' in locals():\n", + " configuration = lakefs_sdk.Configuration(\n", + " host=lakefsEndPoint,\n", + " username=lakefsAccessKey,\n", + " password=lakefsSecretKey,\n", + " )\n", + " superUserClient = LakeFSClient(configuration)" + ] + }, + { + "cell_type": "markdown", + "id": "522255a6-b7f0-47f6-ac70-106fd4ee2a65", + "metadata": {}, + "source": [ + "### Verify lakeFS credentials by getting lakeFS version" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3c92d094-5a07-42d7-9167-7a14c8bfff04", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "print(\"Verifying lakeFS credentials…\")\n", + "try:\n", + " v=superUserClient.internal_api.get_lake_fs_version().version\n", + "except:\n", + " print(\"🛑 failed to get lakeFS version\")\n", + "else:\n", + " print(f\"…✅lakeFS credentials verified\\n\\nℹ️lakeFS version {v}\")" + ] + }, + { + "cell_type": "markdown", + "id": "3dd29881-80eb-495c-919d-5680abb99075", + "metadata": {}, + "source": [ + "## Super User creates an \"admin1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9d874bce-215a-4dc9-828b-c14a55871ff5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "superUserClient.auth_api.create_user(\n", + " user_creation=models.UserCreation(\n", + " id='admin1'))" + ] + }, + { + "cell_type": "markdown", + "id": "b8939939-1d58-4a0e-b879-d63890a3e502", + "metadata": {}, + "source": [ + "## Super User adds \"admin1\" user to an \"Admins\" group auto-created by lakeFS" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "29d0afcd-3426-4f4d-a064-ebf6ed9e23f3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "groupName='Admins'\n", + "\n", + "has_more = True\n", + "next_offset = \"\"\n", + "while has_more:\n", + " groups = superUserClient.auth_api.list_groups(after=next_offset)\n", + " for r in groups.results:\n", + " if r.name == groupName:\n", + " groupId = r.id\n", + " break\n", + " has_more = groups.pagination.has_more\n", + " next_offset = groups.pagination.next_offset\n", + " \n", + "superUserClient.auth_api.add_group_membership(\n", + " group_id=groupId,\n", + " user_id='admin1')" + ] + }, + { + "cell_type": "markdown", + "id": "16ab9b40-00fd-4f2a-89ea-258dd7ea2e60", + "metadata": {}, + "source": [ + "## Create credentials for \"admin1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "49ed0e63-bcff-4858-a461-3764f108d049", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "credentials = superUserClient.auth_api.create_credentials(user_id='admin1')\n", + "print(credentials)\n", + "admin1AccessKey = credentials.access_key_id\n", + "admin1SecretKey = credentials.secret_access_key" + ] + }, + { + "cell_type": "markdown", + "id": "62674ac5-0f82-4331-ac98-65c6110b4c0f", + "metadata": {}, + "source": [ + "## Create a lakeFS Python client for \"admin1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "93f7b8c5-92a4-4634-9d05-ae7d2186e069", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "configuration = lakefs_sdk.Configuration(\n", + " host=lakefsEndPoint,\n", + " username=admin1AccessKey,\n", + " password=admin1SecretKey,\n", + ")\n", + "admin1Client = LakeFSClient(configuration)\n", + "\n", + "admin1LakefsClient = Client(\n", + " host=lakefsEndPoint,\n", + " username=admin1AccessKey,\n", + " password=admin1SecretKey,\n", + ")\n", + "\n", + "\n", + "print(\"Created lakeFS client for admin1.\")" + ] + }, + { + "cell_type": "markdown", + "id": "24c3927a-4af6-43f6-816c-f09a00af45a0", + "metadata": {}, + "source": [ + "## Verify user for \"admin1Client\" Python client" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3007f6a9-9b28-48a2-9028-810de0b4d5bf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.get_current_user()" + ] + }, + { + "cell_type": "markdown", + "id": "564765a0-806e-49f5-87e1-be4f4a0707df", + "metadata": {}, + "source": [ + "# The Demo Starts Here\n", + "\n", + "##### \"admin1\" will do rest of the setup to define data collaboration rules specific to the organization" + ] + }, + { + "cell_type": "markdown", + "id": "f8cc0da5-37d6-4e59-958c-de60938042fa", + "metadata": {}, + "source": [ + "#### \"admin1\" creates \"developer1\" and \"developer2\" users" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7c2b90b8-24d1-4552-a2e0-ef2a62064ee5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.create_user(\n", + " user_creation=models.UserCreation(\n", + " id='developer1'))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f20cc073-3a90-41e6-aa1c-d24683c3fa53", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.create_user(\n", + " user_creation=models.UserCreation(\n", + " id='developer2'))" + ] + }, + { + "cell_type": "markdown", + "id": "61450afe-b6ea-46ce-857f-8d6ad15d662a", + "metadata": {}, + "source": [ + "## \"admin1\" adds \"developer1\" and \"developer2\" to lakeFS created \"Developers\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cf9691fa-9f96-4c39-87cd-8f1952a4e136", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "groupNameDevelopers='Developers'\n", + "\n", + "has_more = True\n", + "next_offset = \"\"\n", + "while has_more:\n", + " groups = superUserClient.auth_api.list_groups(after=next_offset)\n", + " for r in groups.results:\n", + " if r.name == groupNameDevelopers:\n", + " groupIdDevelopers = r.id\n", + " break\n", + " has_more = groups.pagination.has_more\n", + " next_offset = groups.pagination.next_offset\n", + " \n", + "admin1Client.auth_api.add_group_membership(\n", + " group_id=groupIdDevelopers,\n", + " user_id='developer1')\n", + "\n", + "admin1Client.auth_api.add_group_membership(\n", + " group_id=groupIdDevelopers,\n", + " user_id='developer2')" + ] + }, + { + "cell_type": "markdown", + "id": "4b68c0ab-c0a0-4ec4-a3c3-9630e114280f", + "metadata": {}, + "source": [ + "## Create credentials for \"developer1\" and \"developer2\" users" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "46c20127-2cc6-4490-853d-3b40662674cc", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "credentials = admin1Client.auth_api.create_credentials(user_id='developer1')\n", + "print(credentials)\n", + "developer1AccessKey = credentials.access_key_id\n", + "developer1SecretKey = credentials.secret_access_key\n", + "\n", + "credentials = admin1Client.auth_api.create_credentials(user_id='developer2')\n", + "print(credentials)\n", + "developer2AccessKey = credentials.access_key_id\n", + "developer2SecretKey = credentials.secret_access_key" + ] + }, + { + "cell_type": "markdown", + "id": "c5100037-599d-4d7a-92b4-f33f62b5c142", + "metadata": {}, + "source": [ + "## Create lakeFS Python client for \"developer1\" and \"developer2\" users" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "85c62ee7-4fdf-4203-8446-108ec4c251cb", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "configuration = lakefs_sdk.Configuration(\n", + " host=lakefsEndPoint,\n", + " username=developer1AccessKey,\n", + " password=developer1SecretKey,\n", + ")\n", + "developer1Client = LakeFSClient(configuration)\n", + "\n", + "developer1LakeFSClient = Client(\n", + " host=lakefsEndPoint,\n", + " username=developer1AccessKey,\n", + " password=developer1SecretKey,\n", + ")\n", + " \n", + "print(\"Created lakeFS client for developer1.\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3439202d-e240-4165-b4df-ffcd2fef91bf", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "configuration = lakefs_sdk.Configuration(\n", + " host=lakefsEndPoint,\n", + " username=developer2AccessKey,\n", + " password=developer2SecretKey,\n", + ")\n", + "developer2Client = LakeFSClient(configuration)\n", + "\n", + "developer1LakeFSClient = Client(\n", + " host=lakefsEndPoint,\n", + " username=developer2AccessKey,\n", + " password=developer2SecretKey,\n", + ")\n", + " \n", + "print(\"Created lakeFS client for developer2.\")" + ] + }, + { + "cell_type": "markdown", + "id": "3035b4b9-e03c-4d4e-9b57-a2f6c5cc7b60", + "metadata": {}, + "source": [ + "## Verify user for \"developer1\" and \"developer2\" Python clients" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5a4026e5-a6bc-4a25-9f53-1c331fda0e25", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "developer1Client.auth_api.get_current_user()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8756c40c-c8fa-425b-821c-644e95337f32", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "developer2Client.auth_api.get_current_user()" + ] + }, + { + "cell_type": "markdown", + "id": "2b29ae2c-694e-4944-b7c1-e53e4e4e8811", + "metadata": {}, + "source": [ + "## \"admin1\" creates \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d356d8b5-839d-4040-8f33-8e37fd4f8471", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "DataScientistsGroup = admin1Client.auth_api.create_group(\n", + " group_creation=models.GroupCreation(\n", + " id='DataScientists'))" + ] + }, + { + "cell_type": "markdown", + "id": "b458c1cd-3de5-4a66-a7ab-e6532a1a9f05", + "metadata": {}, + "source": [ + "## \"admin1\" attaches lakeFS created \"AuthManageOwnCredentials\" policy to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e538c54-76ab-490b-8383-fa4c65ae0593", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.attach_policy_to_group(\n", + " group_id=DataScientistsGroup.id,\n", + " policy_id='AuthManageOwnCredentials')" + ] + }, + { + "cell_type": "markdown", + "id": "5f786518-0346-4844-83d5-1923b666a313", + "metadata": {}, + "source": [ + "## \"admin1\" attaches lakeFS created \"FSReadWriteAll\" policy to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "822d7660-b4a9-489c-9812-6efb2bf9642a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.attach_policy_to_group(\n", + " group_id=DataScientistsGroup.id,\n", + " policy_id='FSReadWriteAll')" + ] + }, + { + "cell_type": "markdown", + "id": "abb700d6-18db-427a-ad5d-aa54ca6565ca", + "metadata": {}, + "source": [ + "## \"admin1\" attaches lakeFS created \"RepoManagementReadAll\" policy to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e53e3325-e641-4fa4-af61-e275898ba885", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.attach_policy_to_group(\n", + " group_id=DataScientistsGroup.id,\n", + " policy_id='RepoManagementReadAll')" + ] + }, + { + "cell_type": "markdown", + "id": "e76e419a-fd61-4fb5-8049-1e7f7a035728", + "metadata": {}, + "source": [ + "## \"admin1\" creates \"data_scientist1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "418de2f8-d477-4ced-bb7b-9e48af9cf093", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.create_user(\n", + " user_creation=models.UserCreation(\n", + " id='data_scientist1'))" + ] + }, + { + "cell_type": "markdown", + "id": "1b4b34a4-af08-4d97-a16a-23f29cb32525", + "metadata": {}, + "source": [ + "## \"admin1\" adds \"data_scientist1\" user to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "23771e33-75f3-41a1-9abc-8c37d1aa09eb", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.add_group_membership(\n", + " group_id=DataScientistsGroup.id,\n", + " user_id='data_scientist1')" + ] + }, + { + "cell_type": "markdown", + "id": "9f6c505a-1be1-4af4-819a-2bf61228dac8", + "metadata": {}, + "source": [ + "## Create credentials for \"data_scientist1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c1d02624-1ad5-425f-a1fb-bf5b6190998f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "credentials = admin1Client.auth_api.create_credentials(user_id='data_scientist1')\n", + "print(credentials)\n", + "data_scientist1AccessKey = credentials.access_key_id\n", + "data_scientist1SecretKey = credentials.secret_access_key" + ] + }, + { + "cell_type": "markdown", + "id": "fd5c634b-2d7e-40a7-8dc5-581326cf6bd0", + "metadata": {}, + "source": [ + "## Create lakeFS Python client for \"data_scientist1\" user" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4ebd9e01-311f-49f8-bdbf-a1949a5bec07", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "configuration = lakefs_sdk.Configuration(\n", + " host=lakefsEndPoint,\n", + " username=data_scientist1AccessKey,\n", + " password=data_scientist1SecretKey,\n", + ")\n", + "data_scientist1Client = LakeFSClient(configuration)\n", + "\n", + "data_scientist1LakeFSClient = Client(\n", + " host=lakefsEndPoint,\n", + " username=data_scientist1AccessKey,\n", + " password=data_scientist1SecretKey,\n", + ")\n", + " \n", + "print(\"Created lakeFS client for data_scientist1.\")" + ] + }, + { + "cell_type": "markdown", + "id": "335da665-1080-4a97-ad97-a0295ac1bd7e", + "metadata": {}, + "source": [ + "## Verify user for \"data_scientist1Client\" Python client" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4a8e7a27-e66a-4fd1-9de1-b319c36a2446", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "data_scientist1Client.auth_api.get_current_user()" + ] + }, + { + "cell_type": "markdown", + "id": "0f5375e2-5c6d-4442-bf2e-34e528167776", + "metadata": {}, + "source": [ + "## \"admin1\" creates \"FSBlockMergingToMain\" policy to prevent commits to the main branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8b3e1c16-15d2-4a70-8d0a-959c8e15d28a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.create_policy(\n", + " policy=models.Policy(\n", + " id='FSBlockMergingToMain',\n", + " statement=[models.Statement(\n", + " effect=\"deny\",\n", + " resource=\"arn:lakefs:fs:::repository/*/branch/main\",\n", + " action=[\"fs:CreateCommit\"],\n", + " ),\n", + " ]\n", + " )\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "a53eb7f6-3777-4515-b9bb-d729b4770280", + "metadata": {}, + "source": [ + "## \"admin1\" attaches \"FSBlockMergingToMain\" policy to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b4e2964c-968a-476e-a636-8c2097181380", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.auth_api.attach_policy_to_group(\n", + " group_id=DataScientistsGroup.id,\n", + " policy_id='FSBlockMergingToMain')" + ] + }, + { + "cell_type": "markdown", + "id": "2422d8af-c714-4d32-aa7b-eddfacbbddb4", + "metadata": {}, + "source": [ + "## If repo already exists on your lakeFS server then you can skip following step otherwise \"admin1\" creates a new repo" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7211351b-9df6-4996-bc77-96f1ad407ef4", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "repo = lakefs.Repository(repo_name, client=admin1LakefsClient).create(storage_namespace=f\"{storageNamespace}/{repo_name}\", default_branch=mainBranch, exist_ok=True)\n", + "branchMain = repo.branch(mainBranch)\n", + "print(repo)" + ] + }, + { + "cell_type": "markdown", + "id": "1403069c-4ffd-459b-a5a5-316cd9033b1a", + "metadata": {}, + "source": [ + "## \"admin1\" protects main branch so no one can write directly to main branch and any subsequent writes must be done via the merge of a branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2f7713d4-5b21-4f99-807e-447e9f5845c5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "admin1Client.repositories_api.set_branch_protection_rules(\n", + " repository=repo_name,\n", + " branch_protection_rule=[models.BranchProtectionRule(\n", + " pattern=mainBranch)])" + ] + }, + { + "cell_type": "markdown", + "id": "70239947-a305-4f3a-a275-c9a528bafce6", + "metadata": {}, + "source": [ + "## \"admin1\" tries to upload a file to a \"shopping_transactions/raw\" folder on the main branch, but the upload fails because main branch is protected" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0f68f53e-1a7c-4c96-acee-abf6d28463e5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "contentToUpload = open(f\"/data/{fileName}\", 'r').read()\n", + "branchMain.object('shopping_transactions/raw/'+fileName).upload(data=contentToUpload, mode='wb', pre_sign=False)" + ] + }, + { + "cell_type": "markdown", + "id": "c3572f3d-229c-4991-b14c-9518ec3bf5e9", + "metadata": {}, + "source": [ + "## \"admin1\" creates an \"ingest-shopping-transactions\" branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8d48e4f3-7e26-49c2-afcf-2f34fc6ba3a8", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "branchIngestShoppingTransactions = repo.branch('ingest-shopping-transactions').create(source_reference=mainBranch)\n", + "print(\"ingest-shopping-transactions ref:\", branchIngestShoppingTransactions.get_commit().id)" + ] + }, + { + "cell_type": "markdown", + "id": "52ade461-fd60-4f5a-b8a1-84e475ec6e77", + "metadata": {}, + "source": [ + "## \"admin1\" uploads the file to \"shopping_transactions/raw\" folder in \"ingest-shopping_transactions\" branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c243e371-cefa-4188-b170-801121f62b2e", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "contentToUpload = open(f\"/data/{fileName}\", 'r').read()\n", + "branchIngestShoppingTransactions.object('shopping_transactions/raw/'+fileName).upload(data=contentToUpload, mode='wb', pre_sign=False)" + ] + }, + { + "cell_type": "markdown", + "id": "ed1629fe-2b8d-442b-bb42-9a9e1779875e", + "metadata": {}, + "source": [ + "## \"admin1\" commits changes and attaches some metadata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d6340672-cd51-4d83-b3af-7372739051f1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ref = branchIngestShoppingTransactions.commit(message='Ingested raw shopping transactions data!', metadata={'using': 'python_sdk'})\n", + "print_commit(ref.get_commit())" + ] + }, + { + "cell_type": "markdown", + "id": "ef4d38c1-7b43-4082-bee5-7fe8639a4467", + "metadata": {}, + "source": [ + "## \"admin1\" merges \"ingest-shopping-transactions\" branch to main branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b00c062d-4a4d-4e84-9276-6e2a3c7ed791", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "res = branchIngestShoppingTransactions.merge_into(branchMain)\n", + "print(res)" + ] + }, + { + "cell_type": "markdown", + "id": "d45b72c0-e325-44b7-8577-a34b079fddb6", + "metadata": {}, + "source": [ + "## \"developer1\" works on changing a script that transforms raw shopping transactions data into datasets the user application consumes.\n", + "### \"developer1\" wants to test their change against real production data under shopping_transactions/raw. To do that, the create a branch from \"main\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0e7e1d01-694f-46e3-aeba-678dd69da9aa", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "branchTransformationsChange = repo.branch('transformations-change').create(source_reference=mainBranch)\n", + "print(\"transformations-change ref:\", branchTransformationsChange.get_commit().id)" + ] + }, + { + "cell_type": "markdown", + "id": "d7fe0a5b-5088-4bf5-a648-ae35087e9060", + "metadata": { + "tags": [] + }, + "source": [ + "## At the same time, \"developer2\" is ingesting new raw data into \"shopping_transactions/raw\"\n", + "### \"developer2\" creates an \"second-ingest-shopping-transactions\" branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e8f3b89c-37fc-4eb9-aa94-2245637f730b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "branchSecondIngestion = repo.branch('ingest-shopping-transactions-2').create(source_reference=mainBranch)\n", + "print(\"ingest-shopping-transactions-2' ref:\", branchSecondIngestion.get_commit().id)" + ] + }, + { + "cell_type": "markdown", + "id": "5dfcf3f5-8493-47e0-a6a1-8ac3419403e8", + "metadata": {}, + "source": [ + "## \"developer2\" uploads additional data to \"shopping_transactions/raw\" folder in \"ingest-shopping-transactions-2\" branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a87c6bc4-997f-4869-9835-91be273b2f44", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "contentToUpload = open(f\"/data/{fileName}\", 'r').read()\n", + "branchSecondIngestion.object('shopping_transactions/raw/rawdata2.csv').upload(data=contentToUpload, mode='wb', pre_sign=False)" + ] + }, + { + "cell_type": "markdown", + "id": "ee00bec3-bfe7-4222-8361-91051714e556", + "metadata": {}, + "source": [ + "## \"developer2\" commits with additional commit medata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "8a440567-c6e8-4f7d-8543-16ae89a8f1d2", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ref = branchSecondIngestion.commit(message='Ingested raw shopping transactions data!', metadata={'using': 'python_sdk'})\n", + "print_commit(ref.get_commit())" + ] + }, + { + "cell_type": "markdown", + "id": "ebf8b6fb-9223-47dd-a09e-9185229e3180", + "metadata": { + "tags": [] + }, + "source": [ + "## \"developer2\" merges changes to \"ingest-shopping-transactions-2\" to main, and introduce new data to production" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f295f40d-27c9-4f59-86bf-a59418cadd39", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "res = branchSecondIngestion.merge_into(branchMain)\n", + "print(res)" + ] + }, + { + "cell_type": "markdown", + "id": "c14dac33-3ef7-4938-846c-57332564a76d", + "metadata": { + "tags": [] + }, + "source": [ + "## \"developer1\" branch still points to the production data version they created the branch from, and is not seeing the recent change made by \"developer2\"" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4b003167-71e0-4288-acc4-5077be37791b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "diff = branchTransformationsChange.diff(other_ref=branchSecondIngestion)\n", + "print_diff(diff)" + ] + }, + { + "cell_type": "markdown", + "id": "29cf21fe-ccbb-4c7a-8b3e-8274f28af4b5", + "metadata": {}, + "source": [ + "## \"data_scientist1\" creates \"ds_branch\" branch" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ede96885-d05f-4b6b-8aec-8b212c3304f3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "branchDSBranch = repo.branch('ds_branch').create(source_reference=mainBranch)\n", + "print(\"ds_branch ref:\", branchDSBranch.get_commit().id)" + ] + }, + { + "cell_type": "markdown", + "id": "6e461465-693a-4d05-94cd-2608c75ff675", + "metadata": {}, + "source": [ + "## \"data_scientist1\" uploads a new file to \"experiment1\" branch " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1ee6e6f3-6dc5-4ff3-b915-b10ccddee652", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "contentToUpload = open('/data/lakefs_test_new.csv', 'r').read()\n", + "branchDSBranch.object('ds/lakefs_test_new.csv').upload(data=contentToUpload, mode='wb', pre_sign=False)" + ] + }, + { + "cell_type": "markdown", + "id": "c6e63e6f-d184-4d61-a28f-dd4c793397bc", + "metadata": {}, + "source": [ + "## \"data_scientist1\" commits changes and attaches some metadata" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "694b9af0-738b-4f1c-9269-c295aae62343", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "ref = branchDSBranch.commit(message='Added new data file!', metadata={'using': 'python_sdk'})\n", + "print_commit(ref.get_commit())" + ] + }, + { + "cell_type": "markdown", + "id": "a7c6f83c-2f23-4201-875d-be0d27e14a98", + "metadata": {}, + "source": [ + "## But \"data_scientist1\" can't merge \"ds_branch\" branch to main branch due to \"FSBlockMergingToMain\" policy attached to \"DataScientists\" group" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59c5734b-ea8d-417b-8d73-225fbd31beb3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "branchDSBranch.merge_into(mainBranch)" + ] + }, + { + "cell_type": "markdown", + "id": "765fc9c6-c8f2-4b75-8e5e-f7af1dcd6e36", + "metadata": {}, + "source": [ + "## More Questions?\n", + "\n", + "###### Join the lakeFS Slack group - https://lakefs.io/slack" + ] + } + ], + "metadata": { + "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": "3.10.10" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/00_notebooks/images/data_colab.png b/00_notebooks/images/data_colab.png new file mode 100644 index 0000000000000000000000000000000000000000..90d90dd1a726a7c94bb25bd822c17232e72bcfd7 GIT binary patch literal 264934 zcmeFZWk8i{w*{&Q#zMsaQCbn{kd#JHKtd!IAdPe*9l{b66_pY}X^;>W-JL4k-61O7 zC4J|+zx$no=NymT-}mevJJ(+8eV>?f%rVE9-uLcGoI;VH4jnpl>W<_sg+qsq_Z~WQ zRO}AMW4KUNf^(W%t;quczKzYM3OE@iSxvr+aGuXt{NDhj)|-DchVYJ6WA8mo-J;% zTd*H;oi{4g(&`a3TFC8jS#UeOF}tvv`dZL+efByD&T*>8hyLnMPf_}3GREpf4jsll z^EZE@$~$zJH0|`?eHgy<>v8z{<-hsnf1ZHK7rvf_;Qv=&U(4kIyVlztFP*9oFXd2s z`T1vo`5#ST7F}3$Hx|vvsFZjw&ByP^<-glfT^wBV0u~!tovqa=hi2Xh)v5OQxh@s$ zTs=QQ?$ur{)6R_a^1c2d#|2A2;k^PPMrEd+>ROM#+WkWw(a83DYn;D${lU|rM=MS9 zPN)`v-PMkmn&#Tt7XoEA-=&fjKi*CA3HaORy?GdiTjPA;H8#^uy5gm3(xIih!n<~^ z--A>{{pJXIAMGsFbeA}WNc$E~78UByh;SM^m}b#-Mm-xgqtzmzUw* zICN}=jTejewq}MJ{rKl^s25o4CVC3%aA5WxnGNJw9PWHj|5ta%Uj^5OM#r{8mZz^a zfO;r=rYqTqQ8}fSam9$NkS^Lxq{mb3)3Z|+eOU%E5*x?N4IAI<8ihX;XYpO$r!a*r z$1TfxE1acu(vO+%ZB9_ai>h{}^rUH;J*RYc8h)e0>8dHx@N~#+V`%<{Y#4X0 zoY3agj_dgr1BNux!LJ2`%(|IodNaqhD8u#-VbwSs=QTF`(-bw+IsfXS(-q*j3hKl% z(AZCRdY>D9cR0+dY_t04X)#-^s>fR!IGbQ`j&6Npt*kN1yxTa99Y+8+@3*V-fI>vNLn%l>i*pL0i zBgr8P@uM+B?_;Ek>D!-K1`R2?pPp@hV>(H~Svy~{a@TS8ZUkRn18aGST($feg8qCf z?c)8t?V(O|ka(Agr^U*TCgm7Wui8(P?muI4joYrM6q>S|+lbNPS3-deN>?>|bT z5GFreJ;Oxae8u)J0_Y;{x=V#&XQI5rxDSuGcR5_8?ljF}H=7GP4TL6#%J;UCgBVpT zqh7~Hldn!Er{`tr)fAaT**5d858AdETv5%pj3BqEy&O>Uj#b-oZKkIMjXiSuM#bLG zaRSH2;Zj$L>hRHj7HG+@bZco2;d)3SpckZ%8X?-f28IPkXnKlZ2Vs?&sKZ2?`aO zkm;`EiT*^#g<%UXd}3d+h56!zJpTCt>K@-HmSgqvGqYaAS{cqOKkj!V$fg>#M8X-( zw2RTD_>1ejc@NpporXClA=`=O+|%TIv**(eA355)IQEIUW|){rVZHA2O2tjqf>E3> zc7vCsb-6uSW_s1H>o~FLWn1;rok{1NAHj83PEv^1Al+Rk-?ucVf9p*qcbUq|!#L@L z{)9cZUiHbD!9v?_kBclLA1&8)9DExJOBpjRLMAepbB#F#gQ@w8N$Tpj6Z z;u$fg7JvO>mQA+`mwzs&LncU}Y=6&Hz1+RjVj!={i%BY&$>bCXXRnc-th@52o-{K) zm)n*dPp`+3WBvY@#n?~nWVZ-qLo~Tf(W4-{y-FnH__yG$n^ydQwaA0CW^hIR#aPCt(+&362!2Pk zbgfczST%ZbS4eWo$;zp3*LBAmaUeoIYYOM>5R9?*5#_F2ucM8+g%|2D*H4tI-!bff z{+WFH)rEjhO!u=shjN-^ z#&y-dV~sMohdrbC;gq{pR6x?~e&k7F(Ge|qnRpGPd)CJN`&{9;t{EMZ$hU3bm6RXp3`8nCS+vv;(x3@PZqBaW%^bjH?%+3toUBd^%^og33B_l>Zh^yVnki- zUl;ZjdZN@^rT~j%*nF?Q55YNACWO6^7uS(#-`RP+&nQ(r-!h~+nkFvi?c4sb=aiOa zJ!wr{4^LAH4IVvt5i*&jO6wiNEHxL4ou5nV^^EDgp?OmFRzH@Trk{!k*wJU;B-N}En;BXgLA|=)1Nz|l`HqXdVkzc z*pgV&u1$-)rEFTGfz*dWu>acK@X0E!J%=u|O5gt8hOpy`ki25FnC@xxyUnSOQ8Lnx zlGp=8$<^*A+0S$b2LuEplIC~5siHE?Hf+lBCFeKnpMZ~Xdu4Qna$8J$-Yo3fTAwr9 z7{QeD$Nkv&L?HaFc5HulL%YL9Dm1_9w0fR-CW?rmKrbIZuN~H6T5SGP2 zsqLMW77G9-d8S7t zfX05qIe}&CD0W;Z(0$5l`=fw?Kugh{1ijY!Qwy_eU%b-HPu)U)!)9yhqY=I)PZq7r z`%xUi5x0#9_2vXPwGOQ}j}?;EzSDFF;WBBzs$L^$KjAp+TyqKc3D=&xF91#AaC%sE z;|$)mgEj)Q0ODba`8$y`?_$9|9}lUr9D4sgG~q^bkQ_ECZ?rSrG5j_zH1+avo$ z_vAh#w6=&52!3O5uhk}U{gyU!yUQi5bX|@A=jfC3_T!N%I<@%e##-8LYiNb-F9VXh zCMU6zgvloN*)M51jd@u*XJsTf*Qs94)eqfL%BAzNs8Vxxjqqx^{4q`5OOjB{WVobI zU8^~H@xwGL3b*UF*@d0vPtXFDh84Vd&!CP~$&&bB zq5Z<}5P7<0v4aWvCezgU`e%R2gZ>}!vIsNUWYy7b^8Pd_Q$Nyhm?I=eYwBF`*vijf0C_X0slxD9A`wNq5l2$Fte-h$Il+X;sTLCF{z8-hGIX8dR5ice>mZE(K~aZVcMWeHIojYp(hc7T7ZxAVFcG z{bU=>S$7CmOj_*zPqN9ukSC)TgQnfW~Z00U-zcYoT5*h z=*|uiakUSrk&2eHfs~sQX)>Q=OQc|6zY0$lk^epWXSZZ8$0aF#EHY41TD#q)qQorL z#o3*zKH+%|m7OT+i(NLZqe@Q_ZMj1mLFjUvS>hXW+qaQX2xgAE&U1iE9D>Xqa5crN zWYJ0W6Gv_D;LA6=xQijQ@(%f2}v_3H8LJX zk#DNs)sBT~`-Rd)g$l9su3H}0n4P}~F9`4NWc!fuwhL{~atvhZJ)a_xr-_FcQrMHl zP-T4SY6PQTnyEJ5b5qpKA=iacd0QoP0!Q{ z{+$L9!=G6qe_~t(R4?7twk!i_$0NM*P%X#EMhfswUrWUr4>}B3ggBt_yZ|oi7xiIL z*VL*fTg3?Mb#c*`+fF&APbK7F`{LRO@9}=~7rRpYnMCn}kc1yaL{j|=%i!ctpJ1AH zC$9OewHXQf_-VQ&OOj+8@2$J>CP|dcU*c)rknmWBoAdxG9bp!ZBi+Wv*)G@7O59KG z_p44xnBbbvNT_&>9iI$Or00w_&?bCwf(2s-5&1T{?cS)=7*6`s4XuI-3=^|+tXmhM z#= zJ16;^+(EU>B?2~{ZdogK2{x?Fb&jOVOmuPwQ%OW&cmJAseZ_*RaY6G|x zwawI0-dZ}A7wNWspEylAo?a&*I)tHvu3$13!Mqy^co|>0&=1?Uqdd(}4oO#D@4G22 zly`iT^TXbaXY&hQ=rHRuQ>&`OSkOO;J#$yJg9}SDYNwe*Sz5i5E=H~$lxyd9lyT0O zA6?yUt1Ejs9-pOv3i~o-xMS5_TI`Qi_GQ`^p}iUU8k+sfhc~6 zzN=(^r5D(+^hAS*9S@X6a#%yrm_~w3NTO!fM}}nFWY5ni-Orw zq40dq!1yx^%Zhu1$Hl$=E&cqnhZ*#>XOk6P2JaNE_nV2;#F9>;vW@Gmq&rJzKV`Ox zV`~ST5S7Hb7Gn^vlq8D2X?J7*!=c@vu-TGb#f42fCqP^2OO#azL>)B&83` zeNZwE3SX9AVrPENiEw+DjST*E)(sZ|($MyDgYfm`EbC7}_OX zdBz_j;YCC!)xMV0`_sGb`HD30_LU#%_>lM(s&)4{rwypDz`8+mlIr;S~>o^U)_dl^BjU zWs`kp{+zFGdc+;!#%fqsouIvSI(1Y$BlPu#{^GMtOv#?XExYXdJgK`)+Ol8v3veiC zBb^>hc9!q1tLN{?vNK;?ZDr?EyT*`0|2p<1=N?Tw;l(8@O0!GUc%F70{l%9S7WPBU z(yrr~Jjewc-#qlXr^#^Wea{jR%d#jNs@AxfM(XVgrffn1;o)VDy7##GNlHlyO4e8V z*q&F%FS%UCVJ41UNlmc6^W^BME6@8&T^)^UzhG=f%5nYj^`O9xWzY}+ESdI3JR`~U zRq&S+>RA%f(g0=pg;P9zu=a`5;zLFD9OPm*@qB71RTs60)vBaCaMI(?h2HBT#~7SJ zGqjPd6)lJ22=T^BA68!qkYcQyR^fH?d4`w9`AnxkrYne0c{x<{8g@87 zp`0-%Av$=YEM|iS!zO!^3{MjX2|WOP_S;iiMO)L!)Na+N*)J~4W}95(v_apKO3Dby z!Z?iXcA8yRUZW`$%1H?JO&ZwK`m(X?LwBHaOsA?jt{JL?ZTi zxy>ueRM(C9b%12F-!E!hk?MM2C&tseBfUIXkZamy6ZSLNG!gX$i1QSurLQ6De(2Kb z0k#m+YjEoGZSV z&5t@==kR=YbiGDb_8xkn)0ZMuy3Rx>vR)h$Ofyrq-QY>TBAdc{?46}T?itOR%Evy~ zM~Unb9}-N-)v6ltrJWj%(`zL7hxF_;SkX*#0Lta0MT;q*uX3UF`hc3fdi+gbPhyo^ zWptFI3|eAYB}FaIJcP?~@P=p_Re12HhP$Nf`Y-4wC%C*6S&Ak<#1%i9&8!(*w$|#{ zPEYf@dJ>lqSUM67JF8&(g0S+M2jHqj8KMy+(p2ljk~_zWMI0e8uPT zxHcd*WU4EFqz`}a_eeXN4#$sq)MM{)PI-rJDMV?lU=M9R(R5)^j{lgkw=zB>v(nmb z;WDxmI>JVqF0W||Af@rv$JS7Wte;`S#p@%O{aP^>?e@Jsll(y&>CR;p6cIgDusQxw z1*IXWu7`ws!1pL6SgwXD@2gR;USvYC#7vCb56V@#!`KTvy=1899=OHc)eS-#&6!wM&U@Wz;25==i- zN9`wYPVF#lS74G9$(|HxzqYhXU6Dqi4ZVF&f^1k~d@521si7E^JF;#NYgl_E^}p)j zyx?V8@{*(IG%OUMv(`i&!Y>vHOoZEBk-qHQrBmW#N5-5w&gCVi<-Yk{QfC@4FpuWP zqO={^hNeWmrp_eASc;x@fl}8EUl*AP$%z58qO_b_vb{DkD3x&g?)&oF+V)-Od6LCr z?KvKv8fxqe$~07HqqZBga*i(lFYQ} zZU3}ymTfDo-;MO_@3p0C3vXz>jp)v|8cF=VZg&-Gl!!d7EYV)JeDc}JHTUS6hG1sW{(Mo+ zSP4I0+)JfCRa&uiMH%FOY*_mT;@mlAPVs2*CJgiQC2Q}>pTrm1n?lFr3_cT+w-9Qq^G zTzu=jdaJOy5 ztaq4`FTc+?f%R+zWEvZ(Aabjrg)T**+Z!_dsOvNiviOAITmHy@kepy|d{bfBAYm%B@ z+OhpC_F*A7zwcwFIia`LK-jGyBHCa=#G=tVcTU+&@)@dpl0=#9rtY=1OL_Vs`Qg1l zr%qN+TOnK?V_HGgrD>O+K#<6y?-O>m*^`zy?2O^yQSa2OJeNIJdih&TPsoo|=+20v z{g+rH-Ujv<_u5#_^rZWt-u(0-y4E3Nsug{;jrYaIBeqT=*1_}La^m9R-*ihUliFq2 zrHj1Q;zxsnsb6&wzHQ@5$?y@i#j=01av5=&FPt!k+Mng*M7d#Z%V_13p>6-*M+*M( z>G4p|@XD1Mdb$a2&t~5#H8QA)ay$E{HkXG!?wixSC7VCOy35?Q^|$OA1d_5|R8ecW z0y7tjL!@Qk3)OpHPNy6@bAeqwaPov|c(-p-F^|NVa_AyNvb?l%lIK%Tay7Nv(l}EI zX+54qmcy5)yklRH%3IJ&adyWtYuqk2?wz!x#ZBN01@0q7~CBsGNz2*an%FsS!@J`dvPiV_H zVIEyL9_c#oEs$pWLFZM^GXhFW)b`a5mcno6h`X19aq-owWOj`USbRrywc&YcP}KebGs5?bl`l8cBMFfDKraN zWP*b(q)5hQe5jJC<1RI#6NtTVK|?Ap$}Fw0y7cI7!zN8J>tBRtS23!o$36^?6V-gm zT_k%S6K34IC~^2SM$!5v(Y+EjAM7(ax)=it;jI(O3yTZMLiT|w4OO^d*iTQHgJRkI zEiXLJjS+j^pPD}$`gY>O?N>5HRy#=BDH}=T^Lx<6$W%9#Y=CTp&9Iwlr^%UafWjou z&WX0W5`AC18OstN)6w*(kfAnu`sT2W3ZqJz-B`TS#FvqBQM66lxjR@9!fsErDxuR7 z>z8;pU`X*M#<|cVOUEpMNSc35*!r?Z>ERuosVA~R*l5BF6bd6i`#WAH^~%|izWs$i zxG^UuaBz1HL=-l8-qq715?#_t%r)iV!I4(oDfg9xu`X{WNme()D7B5sp&zI3eZ7fB zm53gasa43e2x&aS2h1^X4~;b-@w_Y{p5A5A>Uwu8{S(lt63iU&QmlO1bx0X|iy4!^ zz>T6sCn?bMv0NFzJHoBy6*9W)Q0Z$ggBK0`uXAfkYyxkMMNkIQTP>EoY;6ynDE?R{ zNTQML;nOOzOG<7%%cvjw-N7#V#>LRZqu;f=@1Ql5?ug6oP904Pu3O?6n(g+n!lT*g zlJgAgl-2cO-_bpTzS`zg)ep(-%FQ=UI@svwuu@%F4@$J;iKF)jvs$z0Q6E2>LRRL$ zqu*KS(kS0qmWCbBz)rArtfRzCPFzMW-64FjypTfkTFJTA42qC2K?uMsC*!CTRTWjg zLyN#sdK354t;)F?Kgxw*qLqG7GKA8<{UF7I`s&p1h3-+j)a|_l|Mm>sPwdQcvHpHl zM?)R0ov-chp-vg!XT==9Ga);^6dKH>*gKI{JfFo{_VbF}Jc^e7P@F*`VdDuiKH}*K zXhUCTE;@Uf_p71~Cs@v3=VZRdQebY*DUoFF;B=!*D%QFRir=jT()65pb?2f3!5bS#QJUe;mYt>m@SzY|0 zQRM<^$g`q62|VV#qn78Av9}qdLno_Cpm*pWH+?p7ejb@*pevdsqz9^Pr-liqAHwZ(e;GbrBG2>Ei|KG!UE>!*fAa}i!eGRVlqDl$z32)5_-^}>=+d2lFLdT zAgfF`|7W@lABX;!d6xBSfx=go?2NMr&@9HD!v3@dt<3-cc4B)DKDpCEub#B~*y7!` zvvmVeQ3BN~m5AG8Bx|4yXy|h6Ovzh-4xwLUn<`vZ#Po>Q(-RFcizuz*n4-YM7z$RY7 zLto9p*1FdnC;ZlPpIxYLNIWQB+?VWI^3^`p^j_ ztWq7f<=~{@V3H!OE7bV-t+OEve|(`cur1FRk05!4>WX#sC8J&dywp$y?rtdOnxdcn z`DJjJVPi$2+^_k8jNlgj&H`pX8#-3EDabgD{fFGQ=h*&S^WmvIek|)Dv@3%oxEB|o z_v6(CWy!J*RA_S(QJ7~Z{+RgaT0t0zTAealMpo6(1NiKIPdxl9a^@hGk$OvanCOpd zaZd;DcrRhEV#{Yhsvg!J0O@LhteA>4hlXD%(5UzRKfcLvVpWJrh}Hy}PcmyHEa(0d zE$9}Jx7eXM^cRwhe?B52faohJ|CmAk{e7R$Qt5p9{ulb5e>LVs$dIr98ba4RvvLU+`tNaOw}lCM-j7-ZOB1R5{=prZtnY2mHZ!}kV^Q(Ricdh z5G?KI2m3%qX8;P9Jiwa;>2-U&JByzXk+98xk-mPxnY(~muIQ5OYGMdKFA1m3F({`P z13>aFlvACo8IgcG)*L!0X$zxyE{*#I8;%QRkfDbPU+4PdW2_s8ch(22gtwtd&(YK+ zjIkOSRk2FB`EiuYvnH7J)PFqCe`!`xZQz1Lbw&u229@bN`CICP;Zr0Hb@gN~olHlG zv#r@sQ7(Rw(_vCp{n+%RJxw<{r*o{)u|l~%!j0#5To()W7D^vVb@2Q0bZ4XwJ8Vs3 zhWAT1Hb(V^FReURUv=D-*RE`pZu@Y1E(){vu=oq=v#~Iq6QSuckKlZ+DrRG2W^G}g zWXH9414ZmSQ5Pn?nCu(-*l+*g!ga4#4zs;y*TVDgEh!&0x@y(*4C)CkSbR)hUae9e z9(QTX-oVk=OV=tN*3(*S*e`IWTK{pOTjE1a2~|+JoKFJ>YJP#dg);A@LDb~K1ro^| z&6EkQyDh@zVXC_|{FZm;$2GIFQ0rlVH78~mRYqcXFaCN5M11j`qCWmCuih$l-&@68 zNT_s*B8}hL(Dx;_3JdSm7M5_0%BSJjo2B3g(fgTSSHA?{|A)|%mut>iA8MY|5b&2L z30(-6DB0DsP*0G#v<+If4?l=@WH`Ee&o}Y%L=iO0MPa6F+mx!$gy(Ao>e_CUD}U0^ zD-AwhcvRTP*WP^h%>+m>^nnzNL)eU(k>bf;+EMGJB7={cfU=r{GmsxZEm1_Nw07hS zvxbQ93p~sVeAmY9!>!sUYWKx7GW=2=Eucx-36lFqwy^~FRwY_oF@9@Z{Auf_p2d_b zJkj2*q<7PaouQTYXSn!bxlE-(4{FH}QPr&Fh4D+CcKp1vpsk66<#Wl zHOgJ&{DKA^<|3d zLaP+`h%@un%C9`YtM=5rZnc*=ELRn|A=J6L5KF+gv(n-2&a-fYz>2cmb&+>rdz5=` zu4KZ~cd6Nr_#WTa7t|Uw>8iRsNAVuAAQ?a{`}{e0sVF`I0$rq;f#P%^%doasfLFY1L#!wKIn z)ZdG2+?H9?_+7{q+yoSef56Rgkd&Jwlo_BwvZqzQHG z-CSP3^Idh%8H=+ZC%pTXzGRG?@u#i6z(U3nZKz_&-uZ}u(UsvD{x*A}mg_gH%F)W{ zo2vUYFV;9B^Hk735VikYX#KwZr#-*G*}dVGygFZ=w*7aj9EC#C@`}b{`&R4j4yX6_ z>AS~uSG?^9M}O`POszaq+LH@u#4y>FIt!c8WS3${-O|o1?6dB*9DcKjdBL;cG*G>b zdFq}fpC~T7|8DJh%+B~}{<|d@vGW#`k7PH6)%#%C=733kv2!JCUr=DUTvIn)(SmYk z-#J5gUtl+i)u|_XLv?MsYsie_XNW{ei}^V>_wxecaFAQ3G(hE1Ss%n`1a=tvo20*} zZQ`Qf%J{ffq$nl5*{+;;r|tfbryr_(|6-iVMStONqJ@RwV;8h)?@+4ZZlhe8dOuo{ zI9*QF&)djbvPvGg*5O0BZ(BK6LZDPtW#l45Sv6&-r@FsHfxrGS3^RO8Z20<<@nvC( z_3&YQqFHZ8OHXB82N#THxx3pSgN}FghY8Rvix59OZaL#-{oO4wXp$!_XSebg<*ZQW zhR{{~^^n<(>6);x{ZCmL<*wr^m^CXE;0lO;dauQ(mkfg(|@&<@+bYrN>W zKu|Y(-tLZJ)F@Y~&;uXApJf3u`;|S3``5HnmbONU0}GXR#uxWem)2Lbw=0*nCeF|B z?k|1%F|!*sCa3~#qmBI_)dktiEy*7@hRZW6g+Q5Q3iXm(r)+)3-p)2ns8#REUX5qW zYDSMpi7oNW$ogn`-JVd6U$d39c_nFBrI6=-`U=^u_NVm|LQzu3`DZWcj=x^pFBsh$ z-sgd{=@7`{6nLZ8k-cTc=(P_i4_|^RPsI3;&ieXF)GJjzpDsV*&eKP~KXE&@;YZX= zFhkp>7x|=I4s%;`U-dx~Z=`lsi*tF&o5sRd_RQ7%+TLl@>2h9EtG3pQCDkM>C=Ta zX41<;J>Nh_Cyz0`ggyOq;KN^%IXB+dqvm!T>Xff1pEn^Yg56;Jf8hd;k}IQLmL=&V zDvQ?_s(m-Q_DR3&O?VFAZLe<3?F!Cj&aMV_>`sYEV=@@J!{0=NS$=hqCax}8A`Zv2 z))zaJ%LugoT3F?)MGBJ4amPgd3!79u{5&M*}3y2LLBPW3FjH@3{I z4pUsfufsLZa!FCG3`$ui9<;LBpiIBww=ZtFxb>2&Jj2ay$Vocn=*BDilNRr$mv+nV zP!9I&yRl;kC`JZoCxe2(&ucDyFco_CnBCgTEFM! zIq>b9t*%>qKc;tmm~4EAjbQ#=eco`HE)SPp#7C#}xo{Uu9Ob{ty>?BJpqN!@mhozz z>{qO1H->Q}8=`wI0g0$mC%m|YTeJk{C3o=gq7E=Ml+Dm_oy)|XK3c{E^JYtPQ z_y-Y1ToMv`x>>u6GS$v~1wz5WfaQPV7Z)*jN++}$G6lip2jmft>VXFnp^`Kz0Uc z`~WhlC*d^KIe$$i0|+F;?ZvT06$Of&gM!gICZ8tnSXd5{Fo5DK50vadpTI$GV{Eg!1Wfn z7l;3s1r5Ui>sFrQh}%1c#X|4q%mYhVYk=%IlqT=p*=~R>GF2{0$f2J8pmgqB=r`xU$90pe4KE#dy%xpH;{2u>r{#PM55@4*d02$0@yo0aWt^~nE7F@KlLFV%X zO#?WIvRMZ8n z=Q6)%b-KUrx!1blAljjAldHWy+1H`fc>(u}B#QFBO9wrCR z+OJ>fUsS;}@<Ip-OFK^*Oh zaL<1{K5{z4`#f#`TYAOWAQi1Ua$b-4k|CoN#up=32C*|k_1cW=%r+SJQe4)i5!-vR zMqw88LMnH`)pAEDg8q~Ef8mAx{g2BD6<{!*6vA||CPjj<)!EknHR|9U%wmT1QUq2b zOu#wIhf;W0%XKc-oYMcajrb_=9C=}uMM%%%z1?%L&E_AYeAJ4CifdKK{I~JrjJilU zt~1i+0LyZU+xGe|l)gwP!b!blR_{iqUjkcWQcA?3-`{b56X}4hl!+nxBcncz?e=K5%I~e93G=Z6gI5%08654(_U?we)V#Jnx zWww1Aq(}JFZS_e%B%RR&>@-)MQ_^xPV$@ide~(!9&td^-^@F+-g+p%pJ9p{&%L>~T zK_i|ayTBnJCXitcr8Xz|ZvXqXKxp!CV?_=QxDorpd2LfbAe;wxj>+dI;)X^1{_(Gd zp`qL=WZH!_0M?-pCMwjuBxa3_ACKF<3y!>8q@^Xx!K6c-KdNw#TEh4B&bfSMWeU>?Os4yNFmqo4}ke#1D$b_3F!$=MR2-`LT$?;V{^z!dyMu zE3f6jvYao|32yXR*tdM7ISV~GBtH6%PsaM?fvKtySjBRIion4$pjvo%7KNFmH#Q$pX`N6ER}dVpqnxRaa>DxoRVfdu z$pA!v*{A34X27xwsMpjtML?p{QVF5G@iCl2OcgIor&YXWl|pe*d@K<*y(q@`)aY4i z@mtUA2Orkl#dR`meH>OJ0+%B=#kPTDo!zt9l;OxxLmbdF+|k z8VISBDt+Qzsz{1XIZ6FP2z3ZtPR)Sj-^AmWP3YhWp6`tO7T;4es*8E&AfRF0P-QuGR$<@7R!3U{=q0OXgcFj-~31#l*U z4J=LQasfuGE)16rjpU}h6=fWGv?7}z#z|C-_xLscKz_ z;*n9a$S%PxxAP4{WjN%w`HM(Jqb{BVNhGabT3r0ufDw@YEUn7`SZ=SyQ2Bduo5~3+ zJyqAZEEEscMt;$AzEqtgF_PuC_}f{fL$+-8RYtNABRB z-y6kUZFmiUxkU5f7ovHB|Bi4FZ#Rq6hm4n1*KWTgtjl`3o(?-PxI2(a+pK^>dzV zrl^I)P+vzT=KEYOtHv9HAm&Q}dG0z~b5*beY1SGdgF#B19x8H?&Dp|48#S0vFw`!M zT5w{%v3_esZrvG87|LPfOF9mv-uEh@N*$k#-J8eA^=TvQ-ryfH@n-&Qr7yCMr)1y; zs;_z5NpJ`2my5al0?h>IA%e!n$0*UngYay9$Z_O;2)jWRSHP#!{Ec(_wbXv9Ku2lZ zzKDm0Av3yAo@waQ(=k6$LgsHkv>94QY`SQy5`9M|4=8T1pA&t^`Ma5y;?@Cnt3xGm zWuP1`5sS!pF5HSDJy%(@HDSH{@!M!EWKai;z_1-K=A~gy{>Fu8!)-Nej?6`ImApxb zPHD?Dh_C0vI>e4Ab0#8)A;q}uLtoa)LJ9-#R_Y5VMtTv*9NB)ID6#F_{UtS!i^~Ri za?0^uRa0Q7IVvl0@CFMTR3yzTrD zg>u3@sT6JmGX4lPyCN3_1pzk<^U7yZf|5!jmlW?AgeQNRV&K|`nzS)W0TNxN?l3*9 zwTw_yp+bT=Wb}1#Gan4fNdar&JXyy900YQ$Nh@SM;_LYJJivtDzP||ZZ=RxF(VP;c0zn?Nqo$k6Mar@$yF_A70vI#g&>@~$NpTO^midc1YZLx zt95vg0&Ti3qpn{PzNFkg)n?{Y>8L_l4KknfGZqpW7-@l(hTITvzeBKOw8Kfncu}*)cBB2Y~d?o z?`PAF@T>L322;rsPu{OicnF5ql^mqt_c81<>Ky!?ecnnFScSc=fDK-xmqb4X)oJS#yK z@a8iZfi&$ybQGQ9k(vbwY?9(JBzYKN)p_1R)a;kwz6H;Ox4RCIZNdsW6<<`d8?bU!LZbwZPb#u zYp?->iFzq9JG$5xvGMVQbP5%9*-~~Q=u>Y3s<@dh2T8t~IFKn0EKYRv2@QungL#g5 zXc7#7cwenGq2`GFK>+{W&WcP;lmfe)X zh6H8<=cXE;)Yy4EZ##45HbQeORqPobPcZ~{4B2(arm4v(tHG6+1KXtI%;r|h7YH!y zcsj^1M3@|7mGH?}h_7sqP9PrU*L`zXY2qn175L?>A9!UL?-^w>vvS|9ELFQZ?w9(| z1)&Ly3!{+{BA_%kfv$kHG>bvJ1>{P!i~RSuz{d~l%3q9!;eGRd3>k#XYMhLk3xRH& z@1U~dF?CMTKiUqd;q5!~HyueIBTXkFUDJ|PA*y&Xn@N?GrR?bYZ|-e(`)!ag)PGU4iOk^kt8$t_4oy6w3C$YaT_(0!N?UYsSX8$ zNTl@ytdPdywG=l1JIH*T_)b<*>H`VqAUK_(Yt1!NQM|nh39VmnV=&NHQUC72M5SX0 zhX)WrHVhORa9N+7a=&p8?}A!49) z(dwYiheSo!mKM{JT;(sy4Ha%8s6^^4Vo_qC92F|}3ZRj9ILK=LXT9oSM>siHm>tBT z*^hK_#h#y*t)XZCh18L}rlSb_LcVz`V)B79Cm$-p!|zUcAUv2sSTKvGDO}(zq$-3C zk`7iQFe1-s=>b2uo~Shwmzw}2W_QF7sKm=gIek5m|ELq0a0L?|bet2-lYht0#k~@# z@g+w_TEfIR8d7d^)gqZ!&c75fB2>C~q+SdVR*ZTyY<)BVp*etM$@Bd&ylZli<`CvU z_659U##G10iOK->s|OCje;x-A{kq}u*-h$TakYVFBfb9M)|SlckY9f3Ef|->fS2!w z0er>`j&~Ydadx-XvQ0V?ZXZpEFNt)SPAcKKC;ki3bYO4e0z?4igKEYlO==ScV%WB@jQ3~7pXy!FiU;J4CJ@6;Ww@?oO*lq;5|He#7wSQ zL!YG2;~0f8B7$p+mH61!_#Slt;2i&nFixi3DJF2K>>CIoZ0hN|p;v>u5?z4^pkNG` zfxf<4JxmjO=xiN#@^_MBNlFihDxnN7t>CtUS+R08W zfI*O0@z;XEpgzGh)H>E^eM>b#s23T09t&BXqYXR(4xmLn_nk`N}4$` zH^rk$U^e5^;G^=bX+}o*54R#CTmh?_11f~pcE7#` z1*d(~Wnu6o{m-ol*qlrRYJaN>)TDU_wJ#x^B&$v~+-oq1ibh6kBef6A_SDsXG!fw# z33MP+i|;#+-<{1Vs(YzwT*WXs1DO}Q4t!PIr?>Bq96Xy(k3&WYhp}mvNindnsxXpf z4(5u{vH9~m%(5{D!~>rzF_3Ha4%+l`^R9SS)xP9mMoeiX%Tmb90(}7>r}Ked;Awg7 z=W+1*9=sz{bc<2@J2hJy3k&Xt6{2GQ2ke{UJ}b>ys?S=o=m`O?=_mn3c;vZ#D`gnE zX?rsWnk9Wu#9p#ZL(&T*t!Bh8E-)4|8n~ZNeZ2RZcSjY~!RYdzw}Pq(59YAxLvuKv z8GvrW-H6a1*#<5LwuVpxxi-LO7Fsu@+|M?LpG*stbwJ2AgfPr=+jc;7qV%87nW)*T=U<{$sBzN6wXQYo^>ax} zEPzUMSb|hJS7f>?g<}0a^xW(0$nY%wA*r_}V~1?j(x&nTENykkF#v{ZW)a%cWfq>( zwp=h8%L&Y>O$@o$Jx`BNWMtW}`?du#e>fE|3c^KfgMeoiM!V!dT=Ht(g>B1)>^N+v zf$0Jop#MEXT{y(UfL(-WLz)}L!ZuUTN`QzMXTH;^D94MRj`Vbp+iD{```Ai}em>3n?TjK`B-9#37SIxPCe9`}e81Q$!t~gi)A?Ia%l~VDbzW;g_5Y${IDSWX6+Jfr<4h#z!>Y=*RgZOCu z5*7ac5cZV;Rj%9Cf`BwCEoA}H-Hi<*-3`(W(%sT1qBH{1-5{L{r9~P^X^|2Hsc)`* z?zva?{m#Ds_^}r2eV>>y=9pvVNP#vewY_Y};Xv~-Pw9i6=6}2+MCbt2nj;O%4T_U=y1%1y z(8Y?%gqLA*ZcEr#bfi*# zAumopcHELy!pJ9fdXRyGpUa?>fz6A=({TtEpSdHIO1;lc<+WKgt9m}YVM&Y$PWw*~ z+y#_Walkhr1MBvzDg+s9tA;L=e{%u;u#b>ggUJIW%No5Gd2M&Z)0<2(U8Py@s06tc zKGGG?1nL1^^zDu8hlNNXNdjnRW2=7l1xhtP8r`Hh%odP2Wpg-V3&>tg!?j*S`_?X<$ue(zMG0o}zdTl#w{@ za$#>*Sd8{SU8$&xFdqqPKxFrdqo%|=yf_Z@UFZf$4wIh<8 zs}m?){se#eH=v~<`nA-kiV$$ zw|R9^?3*TqcP5~)r>-Af8?}_SSbV$zKU+2QREXta)LoN5T-EtyI8)Vw2=~YC^j{XQ zvEcuoEgsUM>ogwy5TX$Css{~ZF6paz-#&v*;-kuV*kmaCUasTKmg@ zL{Gz~|JUAp;FS9hftlULWu3W{We?FwnMpc)l_pmxdRU=QPeXl-H}q(bEN+M6UVQSP;=#EOUzf#v zMp2?4mIk-u7B}}#8u~5SWI>||(bD;zMSq4fNCXnsxNtLmejg_UlHG@!pFz)m8_Zl9 zVE=R#3Q*Y=V<9CW2?B+g8yp;0kOhds3B1YscKDD4mx}~>|16;;zLY;yA`{D_X0`+! z=f8)3lMAi^dRKb_g5PujZ9A!v8+l_2<{ulbST!jn|duOMIns^#XRMV=ipr3p_{MLjL`NmR_tpzMbA zrG&Ew(1**HFY8fv8>xQ`@=XLNrnRGEF?2mVBm^b@dxhyBlFQduhPzzhw4p&5u0Ix( zMxIandcn`k%wg;(D965UEjKj&_W{a;Wx!AD{MdmqR!1r+S zRMr26kZ*VXIS>7Rez-%O>v!&8QVBV=L&d`5tEgE2uSXN-jw#V)U(1WUkY;fgCcKJ? zk$GnXai**BsCvBd(f-C*xd{R4#f$QgR4eXfLD0Fiv-4Y#HbIzcTkFX;P)czDf6}rE zSQVFUQBjfi1fNC;qnwmfXrVoRn>f^x?nC284=K~ZR$WX?Ogu_)fu3~16k4J^ha(H) zx##$E#omeI92_3bWhGj-Ledlf3QQ0dQK7qeS33N8yJ}vd+f$b4*WC)@7#n%KFhfWt z^j z7Zr+Ep(Fyzqz^BewSzUuLIq*XM4!0Dk*4nyh9y~%eivPK2H^Dv&=miF{+chmO?-bZ z#QG7)Yt6WD?a#N07H=Wy;?*1a;AjCtKd7v%tTj+kv)lRh(U0Nf!(Zk=wTXjNDU#_@ z>3x#!S4;0h@iZT?sF$GusMDX}UTpUG{PFz59Cg*9g70XBh|`qSAc@b08bHvu&h+{5 z=f86H=sE(0f{%}{WFn-g=}c_m9d(ks@B8<+4-O8li;7MQ$IZo$jj8Q+Odce6ySTch zK_M3tAHNf-;!!0f?Drl%Oe~Izi(^hpgaUmAj6zt7YMN52|9J9!5A#1CRdhuk(nq3D zmr|=Vk3B5dgTsaH@UT+#+}d0y!$UHjFuLEe1qTOTg0AL}=;+I(=b!)FH+;~nU3>wA z)dx64t=66vQo(Q_j7)9Oq5iQl(c%)sU3Seug~7riB3G_lk(Xns(EZ#0IcMK}DRI6} z)e^#pk!DcbWQQU?rHC6hB5K(0+_%I}uOj!d%1RTd29$Lo2MFMk{2O@xc^R%oH%G8; zL6&3Cmn7h_URcep*L(pMero0Rg!i9cBT_?NTnI4QKz_#;oJt1h(La)sVk{w>;P~@{ zf8H$Q(GY)%4w+H_Bvks4#;*)z6L@%fI{cPnp+9#azj66eUb0mCm<3S5BU#ygle(N$ zssDJiU@eOpnjt;e2HAo+P|DPt z`}RAi54sxcBn13}TX{6wbQOHlMU^705MUL}Bke;xm&s{f`^bQ7wuM5xc%eWOp_cy4p9OLIZSUr19JZZadGkKloI3fi=$O3UWCev zG<#Scs;Z;;)90r9F7&=-f7=5lg!5@ReI{^wrT79F{zNNWwv zDX1!CcFxWSm=Xh0(6svhxb)VhC@RI{HFmd1STq8V+8O-(2SNJ-ebRsI*SqUD-x&V_ zfxnNHUIdVusf%uc?;jVV3Ka-J)DSQE0p$S&m}B?V)YPh?2G4D0wD{>?_6p=06sKRs zS^_8*1|LlWD*K^>4Ufe?{X#R(RXubH8ylM^aqK7nKizY2IpEPKSGjd=Ex+*~mj(8M zcaep>VtZ$&6>8~$kZyddJQ?sfcP-C-5BA_JuUXTkArPuf27tY6{rm|*M|;x;Ppc>A z-r?XEnmuue8DxHOT_(BG|Ht)Y-hxu)0w5`IU_v2X3<)D;o9?2VaQ^dEiA<3X4b%~i z6GQcn5T@{|HF^kWR9kDmldm}E#{M)zNVntr9qkRXI;yv~w=gKKZ*6UfKY#w*33}Mh zopEtdVmRYm&$=#$L(#tC#r!B3+d&}Dd3>l#s5*D7{uYm?eg`OhsX$7$6<#Uo81)28qxz#xAL{_R}=qzE2(q4^tXkI{)M*G zmmK!(+cV^3uRDraxUXKl+L^x1bL-E2cr=^vS7cpz?et~yI~h>ELyp#hdj78jOD(3C z=luM+XG6jIri!9c#GvpV6Q*MMLS&gx5^+B2m19STV^h0cRLAadU^@k=8oJ_LciO)n z!atX_E3Fw8aqj!~a40;qeEf)&o0}`(@t)*-c(Rj-3^+htOAnlY9&I8hjTr#VwFYwF z-AOO=#y|h#-&Wud>3jaX%IJHVqr-Dd|157Tfuq$zuRDf*Wj|72h;4L z2h3zw!~KN7Ki}#6ieWvP6}wskNi$N86PHSm2oB=buV2AoVcp)`6jmzdw=o472>?zL z0RVzutmQ!iG?&K#Z+0&!W`yM*uhA|l*!0eK68^T}qSArv&F{EI1j*Xl<>f-G^XIUZ z6nWDB%d+SVAp7+6XvU!~^36-y?H}U}kRw9!Uw{lJ)blnmks^{t%$ikU`23B-PC~w^MQ>?Vd0-q#JN+1v?!;BC+80 z7T)PS=8->tLYI+;2yl3RpalEITI#qi5~E>Y%rCyx?K>o?c>hm3@$Lfl^UY~0D5Ty8 zA0(IY01s4_@Q?tdk9(f>`6LiBj}j1zD>ZC+*9*#A7?3j7gZ%cZ^OpN>w_$1k72*~Q zrY7JdV*y6f3ME(2v+JdpxF^K+#{&5JF-GV6^g_iWq%D}h5aM$5;k!rwXvex4Z6U!RDC!Hi6_A{N@}0LxZvv>CK6GDzHvwc-59Cf=fWx~xs$*Vt&N2MW zA^KV{4?rfmTk8s2JiEFY0u_gJD1wi=Fli*8TUwaH0nShz#@7JhBNPf`d~7}14(IR6 z-&W_?M8EB>?`QiW1o;Q~PKPwNgk0 z2}NPL&^q6(LiKZ&rZs4W)7vc=-%v9uTU6PN1WsNrSE(eK#p3A zJ>~&`30*|L*j4VoEynrJ@|F2yXVXJd&L zpSF;)&tmwEpks-wz-0COBS80P_5n$bVm3aq<>^b2HU+dDA)wAQ2;P(;{@xMmAMb`F z>RUA%H~XNFfetiT1+v^%;&Es{L??9~)cf0#+up)~j**Li2j7LALXKuB(5S=)CP&T7 z#}%7@9y#b6N3IJ{B-B93j=?qe#vecbzy1W!2h2c;Nk294vxy#E}0YK3H{|~+d zb29-~zXd@;BA*Sf$TL2x2_-#=3d2920Qu;)Mo5GM(t|j{M}OimK6Q0MFvBezd~X`y zUoJql8qAWR7(BmS=yFI43Xm*^?X36|h{YX13d{jiBbXGyh8`_hcl+-z;!XQklBrpR zi#raW2f-cXJfh>{hAZHk$%SyWc??<_+*O377fmpzc>O?jZ=8Zx| za1&5u*txrslBl1DhGd$9GT;ZZWKg|}*5-T}9oObT6KSB_L^j#-^Y*_DmAEeQH4jmhd;;FmyeF&V4>HLLbD0LSRG6yJyABuU3g8olMDyQc_U00)Ohw?sLx z%s#%oOiCKOvSO-LV~gUImi8zl0zH3%h(Q4jz+brjl5bhHky9zZ6zewmV3|9^g?#7> z>BR2DvipTgGqRF*@6LVu7I2kT>K(*%OJ0aln;Fpx^I@rId>V;BwPp z?soJyr5ndG#{E3VfT;Y%_~3B%UE9;owBf(<%qH#5YVHZUuiRE~w0wnb_zmBt$6VzS z@sMIm6K!q8jMHXEq^>tF3YALp+{bLV+8Lljh<;JQ{e~}v(k$?zn@7d0J71o7U%$cH z7w}VUHLqUtei9BI2P5w1Es@UJ=VtBnx6>cph)X5^0wf}i^r6p#r7{$hhlXtR4Gl6p zix3Pa;xxi7w3buffK)S@291m?JTz1iq_$*U900#c9D?!Pwl6#n&+Yj2w@6P7d3yjb zsA&qGIRM%pPR4->m4^OBq{;7)cVL> zdsB8)RMY`5Vqa_quimJvXD_rOR4P!r0@so53E$kPNKI}9;nWao%ghXoudnZc$Q>fz zqy6i2-0f(`YKL?@EO;H#ZzOBWjGmwug7nlpkR?Am+yt9&y&nr$l|+vpKVEW9fUS@J z)d^h;OSP`%lIJW`vlwZYa`O^cn59o05F(uIvRL4q`vjb{tyHW6?K+ZUH{deL1jd7_ zP6*{prg0-`LS*U5Gr1pSHC!1~^Q0q_o^&ya-)s|#N@$iDezlLy-A^eTvQMl%Se=(> zrM{WNU%#{vRXxG?Y3IQCX>v!SD#?7IQTITFnWBUIrF?Z$Fn+F@K4}S%!^VfIWwiE^vYMG`ADp$!b5|d459J>WhlZ?7)sj$f~qn{_J3J6*ZV$AbtUN305glQgH45y zO{DmV>@M;h(v-QVMyG!zJyPG?_@lz#Pv&q`pDKmQAXT!4e#0;R0nwZ+J^n&#+iZ~(6o?ot{c?TVz zwoXo+&}Fp^{fSGqOBzVPt9kE=UcOLOkksSH926_#<@6vI90JXc^}8>%A9B>%S-A)%nWlc|C-uxz7LSrz>|GFe8^*eLg0$HD*r*7=IR zCJ%4tcttO+10WS>o?}K@QxICgp&laDb4z?+DmOA-)oXU-IhZen{xdIW`}fiqcn~6N*onkOAjjL2Qd2+U_E>f=y9vsN4I0hbvbdl zU@q{sT`zcz>uwcwI|bFXjCw`+#2$oK8s_6CtuDn0>ee{Y9|G*~%%5FJD%(V}-pzTD z@`K!$3ST8ZM}dviBq!i5e9(z zA|q~SZQ&-4grO`{0Ttf^Ci-aYRQIH+lGWUVFJy)hwdA-_S4}#lM74g5bEzR>3O%JJ z?%l9_-}*_VZQbpic3@eR5zWME1l)~k9- z?X~ZG z-nM?|9!4hmPHXQP*;qD#N@HQP%&EX9?jb+A%U7=&-O^1=0Qzkj2pR$F`Wbxrv}Mj3%Zx zSks6qMibT^5G6a?UD_+(UD&?&HE!gbLBImYdw01%1F}O1u3CXUQT}~hh~D3pm4Q5l zV#H5zPI9U7@zK-SKJ(at%vbqVCw0ko&7ey zHz~G`Iq7@NRc$V{ju({}<$J15vP7&Ol#}$z-K4t)Jhh&%q=Xo>+j8RQ2Ra{rbwUt6 z{aqjU3+ym5im>8ugpq%NNXK$-M2gzl+Hg|tQBP*jCZcZ5Kk#OzQlR-&QR&_M8j+Q| zdOqzq6!+QC9=jGw?@Nhz>$^NlK^S$#QDjzS>f_YjvAh_!9Ye&V$W$4#kZm`L$8-aF z0a>`S67!p6%vK8gSlR<0-8Rl@dM)tCJz@fQMB@Z>7r zpWHiqeL`<5ZN&F8Pk|Z=p6syvkB|q<%J?$@UIdaR=K7 znlq)$^_iHVH&8dBkeLOiZVIAEt*xy+Mdcl|7ehP<{x@6)VM2@lrNq;Tf@f_CZ=sq0 z0Z8%qzKYukVRK4}Y(+%z-d7%-cQu&NIpw&(=D8W=dU4(08L9inZ^9e`GLrw3eghcR z#fJ*)Z&oNoSTMFgFRIOQ8N+Q$ekNlyZEWC6jl`JFYd-Be1uDr zlJLV+wWXu#`zu4Q9Id?DKl06*x_qoc$KB?DtxkYTSQ zjCtkv(L1Txfn_aCVLMz->$!bsuI1jNlQmN%-dmV42`Sdo($_w`evr(WIq>eugT&g6 zIa0d=1Lg^(J7FX7DDiu~%eLH%BwUGOnmyW5(rq}?UMsUpe$&c~V|T`-iqvaAlgSmn z+Ni4bxF}B+xb?z>$3YX&DE6&s_ib(QJCQ}6Y)xW#2~ChD5TL28HURe;xB|T88~?&s zBEY|h(Ddjig2n$Mn6pQM4oko@YlGRs=onTm!|xyuccE33xCS(oyT_T_^-kUwam}sH z-YqpvAv(m+^tK63U7WH6?#Mo1Xfj{<9g&&+~LCKJuVT5JpV1RiR* z31al61YgWoH2|TcrA>JVYiECBm(Wf^^s)sj5Ix$}+`LKlE(Zqw4XbabGHgoL0!xXH^vyq9gmcT~QjBRe&d zW}h-vz1+0hmY;ZWd%hvX<$6@ls=59v#i2Q+cE;P@l@@~we{3;a*eUEOK7-r%Zte?X zKeVfYQ(lB1z$n`~%Q$m8F<4p8Tqd%9>eFv+UVO75Vm~LXoosJ-Q;dOv0*75O zfiYixuzBY9VX+~UW1FKZ%vKBNqXzeT%Sst?xxD83_NHs~yccZ3jjM?io)ZHRS!)Emji_Ft5 z%{b1LpAIfCibd=lwU$12xbQSN?4h|vXHT8mhxtHvVfk*BjDq^}9vm2X9f?=;KxHUUow144Nj4*!I zkXNM_$#eA3nWoJp__~a}h9KRhP~?%hGKZB;!M39u|Ni|43-MX|go~+Y0WI{Q^q(wD z%x>^FMG-vsQW&bT*qsj9XI8^7bPl+Cwp2J_O*Ny!g!guzI*fS*14)uVfneE;KnpY6 z9P8qP?vba6^m+D-$5xYNxDEWo41TWyane+cEwbMo-1Zl2mQ=aP}jdX*x{% z*GzSaaDhQ24=5B;Jt0R+z((tl<3$>c2}fjj1bw|oK2(+7JhF0yjCY}`i|*F+H(r}O zvaEbV0i@2OQ~K5kaXJs4%aV0^K5zZr^IDW=Tgk@VZ0^jSz{JZAJKu|-^C;t5hVw%B z&c{Qe@UsK7kq!L1`RCHaOyRm&6%u-K*1!FY_O3wjO1N!~g2Rdd z^R(cVxXj-@#rmX|laoT{?_)2F^w{D}b{0ag`0?ibEjbbQ*uae8Y>jYPe+UHK{nz>}f{nTbF<*9*k`_5&0 zWL6G+hvCRN*k<5gIB?NhpW><`!bn@aKvi*q}p&2wCw2 z9^NIUaodu1Yk*EeNqX-bCC?y^ZTe;-QvG|Zzhyc-AskI^epuJKHNMb0kehN6+F$>p z;o}i%Q1MURp=X)bR0?u+iqIOx?5X>$_zkU_ij#$O8jHPjW{7)b|K-!7H_>k1ytxG; z9`n#CC=OBO&evm{-vQZA;{AXRtPj;NbWc@K&;R-e!NsPhS2 zlneX6XB#zQ2M2qHkG~UA1@p!fIKeraG%`!&TSi8@F(hblgBVPoJ(-%X=}8Egb}1)uiY)!F?tB zJglWJY=$;B_9nJ3ymn#?1>Y2P2ILu_1F%DlF8%px_$MJ)<>pGl70?*Vby_4d(DbB3 zBW0sCw7hr}_~-`K<2cW)+a%T2K4nkIQ*kyTU-;QP5l(`vGdW(_`l`ZE$<*7_%J&Nl z#R*j*qK!vn)P=fVNp=>f+;63qvT@mQo;e z^jEh00ZK{g=Tj%B0gR#`8OS#|IRP^!3g;D56y5F!7P{N3cr@20Gfh;(5%eg-dBub^6pBsWxz9AUA1LR+4hxtiioj@S}1Q=F0u2F<}Ob078RfN_=y_S z5ObwuT&RvJ@52Psu$r>##3)19o-B7iL*T!ut;hMOfNSeX#~$;mWu}7)nR9d-r6fGuQ8FOSOFI zth5X(J6-kEBrq^S(A`OPO;0LJpI20rZ&1Q|o)>rJVD4Z{j0mL^EAI2yv{NS^9ZDGQ zNvN{_CeZSH%#P9lOV<+eh2E*J0brW*4L^3XEwl#WjN(gMAn^*@c%SO(YOG;O0sHnT2e35p&3HCL=Rr)!1A!p2 zA8r&ctx`6J{r|r5@9i@lKa;+avZw!2Nz&co6 zLFXrC3DAl7l=0xOz&G=(@MmY#H0jo41#gb(YCpXmD(mf=tPI1#KQ>#1ZpgpAd@VL0 zNI9w8@=Pk&-pN5q>M>#pFS~U2IZ2M5PegWkvO3pK_ zl(xB?G3M%G0YU>mA;N1Tl8=K4XQO@yhSE2fzk4a&8F-PxzyB5w)gx)yHY$8#J1-H^ z5E}n}LkS#NC?!q?XZvp}lndU`ogmMCnk>07vA-o_JyltNwi9zfGt$LvLKkP$;m2`3 zJwHDgXfv=kUGgL*i}WWoWUn(D89k{H5v^%@s$9`+Nr?FMD(YBrPN$6QN51+vZ%4JK zzbyj`6~UKW)X^SBK538RIgK8yGl!ff9p?NLeyuH0gw#c#@=1vwwb2H<<8p~-V^q#u*RAi zLk%XN>4Xu(eo(z5d(oZWGBYMP;r?gohe+603%JB1r@(!)b*$7iiqlndN(trEk6&pg zni?%CGi&&{<&N0eNZU148YWMqul!WT)O2vqFZS6@gBYvow~Q)dO0nC|*#iG7(_0b+ z)_sK?rOJiiRF+h)G@PVRB2=b{C#UV8LDP-7r)KD~%&5knld`ewYeR{;Tz59UZ_Adr zjq&UtKG)c`m|2xOV3wJPpF%BTbM@=#nRHzP2`Pi)jk5~zMtSBw5A{vg`}djAaz!HgoBQ& zm&4I}z`XFl2=WksyaqYQPhhD8B=A~Y0~Ud)wMkgP&SLkn)3C8?mApaX3{XwTWvEkq zYF;Y|zZ{>ZrK3fMvO-#&yX(|9Yh7{81XR^$y`jI*fGoZrtUkuY6!Ti7c@*K zx<}CViWkpv_el6UuJ3k8O|`L+Qg4Arn^3A~S155&O=Vu9`hN9R*drMkM0|})c!34M zH=2mh4u#YU%r-M!RZmsQ1&CvOhHH6a_tK~}HMMc+c?(W8!o0}sO^{B~p za%=z%R*tSVUPrOBV=fQr8a-(>v?U?5uQeOB5Zgbl{anRs7m{n{au_F;7t0u_kDo?f z6+7?gDKa(t@=&K_gpEkTPMt}yBRgyEYm9{P_~VH0DC9wBQ_@6;lXze8MsJx3XVjQ$ zBlom}RqQGHf)*YxKc)978=%|(vD$P+M8NstOrGAOPx%(j6?dK)L)}HUKx0@SdEJILl zjAl#W^9PwJaQa6VUXpzf&iKM`QG}0=F>0(`$)jF~$ZMG};${DFc&(0E!3=362hH!e zx<=1Dbd8Y`U4}&6$Q%E25j1}>>o!s%rN(l*c7T+%l$&ha6|Y*sXZE?hhfP3$ykHh! zJny(X{A}6O)9%BayECBrv7EOb%z8Wx(tLmf)XhF$0~h+lr? zn+pmqCl*6m&@z&n)K=04MA=jOI$Rv~C#_O1UCoY%cfA^xTzC+>-rL7Jx4AVhB#C)b z1C5|5FAr0tc?rs}tw6OmxD^o=R$jOXwJXz+f^lU#q*S}h-mvOmjv?uksH@-)N7Koj zpAxzi&JOpz3EY|9V@MKjq;<*RC{{ zFfiaHfzPC8SJz9GXLUmDb!GixD|=HWy%c}NUXoKYX|+<3PfC2OO-(Y8coU)(bWTJT zHALTPyoK8I3?_Sz7*MajPd7|HnS~xU?pW;Ny`w$va_5P>Ke4~twzc9#7kR%s_Y*S5 zGEH`$Ejf;`{R&>#9wwi|#}N9!cPF?_qSRD1n^|XS#RQep(&XoNpYR=orT3SmTJ0+K z-n^F)GVYo8XH1j=a^)tlf>YP^-WUZY_V1_o8`cC?i=8FY=zOKb#L(F9u{OyYeRA^s zwu%h_hyLqf0zQc-jK#}|uS2uSo#Nhgf4;G2Cp#JLgrZIIqhoaoElGQdI1n2pLxrlN zv+c@~sI~VAVXsUFSyhO}_N01!4aWlZN{9b?MzE?tMM`=1eg%64*Xl?D+1WN0;eoz% z9s#wv<&XZ=q=JpnT(zs3*_9j)^N(bMb1yuiN}{(4LxVqRzw(nh zd_;RecKh>x1&QBGd?9sCFuz@pwI%yNNr?#Ah&$Ao3A7VBe#1c3nrR@rlvoWzx4{!- zoGSiVz01e|bjg`hWvk{h@WBhzO`uV|_oFF&c7YXpc_QCv1Az9&pv6%oMd8r{KEW(+ z!4?{uhAjPQ2g#p&TGhMbC*cRwuneW#aNF(J2bPuvSop(0>?%kTE%qBx+*x4|br|JV zYTm;2zxg)U&3>nT`KRk?-69#kK_;4siOEpp8()r;q?!=~7t^I}via?pAztGGGWj$~ zbRs8yvu?vT#Fr1;X6p|V7HdEgt2poXz{eQ+ZRjdD*qUw0QAAAp1>O)`H>r9F{j77! zcIDSdM;GVj^q(eaE<_OeK6)zMrl_+YGn%`)8s~h#E!-_=Xj&NFv|XQJu7HnM}tqz6#UmKu(b#5IsxmMcsUnX<2>KK4$g4?J|o&?M6lZNw6dIsv;e zTv4>aTICb^^yx`63OR-Xs_vS(SIYL` zPjuf~5^{NiKp z_y4a@;d&G1)C6i`feINQ1m)3wMKzX(CqW_?9$A6AAh)GN9`|t+qj4s9+`tr#K_8J+B8PjT(Y{6I_0hGBkv9kqeP6Q4!Eu(T3p!!+Ll8Rpn&HoV;kNQkCYKr za}WV~|C2X|pA(Du1T_%4Pou(`G$V&CK}ALnXHcLq$iCdGQ3tHi_6N}S+Z}+pY73(! zkC-i2u@H}h@A6q*F|3Rh1RhLmc3*n7yTJ3@X9QJ&x9Ri`L#`t^Mb}JJUXKIY0PbCL zNA4XA{-iI)nF&#S0TUXJ4iWV8Q7=sSiCF{OGNs2EKild=ec$PP|DaM{tbDIKJ;SS} zFpr|IlRjZ{WURuI-gDR`pDdpfy$vQ8&Sw{ z=zZ%j} zHq`OV#==aE5;k$mLSxOI=Pjf@;@aV>w z&iv-|pB!B1S#2Tga%|252I>KXkUhc6hx#S0p@{ZE=;hZmtJE z9GZOh;P7gWz@f8)5L1JtsN0QhPRppDzc1?0U2l5{V4GvM71!A`ZwAY!*LVE-aQ5S* zI5ON_X5)o8MW2^3PL!-YdFFwQOgz_FlnY97g}L5kHau|;GvP$#RY6aT*G+28oADnk zj;ByL-t1Q`Yut9YyyWfBiDpUtT@76;#eer_%IIKK;r_1Etu4u`)6~F?jqH%Q@(FffNsJD!)ow=~6S{s_@6>2V44tetMS!iCxL44Js2sHX?pDglEh+ z2ql3@neACOw#t|u2+iHD@%(MuMBaG{I*T%aBwk}4Fic^xl~arFu4KW00bW&eiD*C; z`bGS=1Q-}(Nv1H~qc%+0jZCoCqofeuTeq@R*7C4}Hyf#?093c$sT$l=HWj=wNntI5 zyV5F^l-EFib&{^VZ8;?kJ4mC3+QQZo*NlB@{>KmN@y8h zRqHs3S_L?3TGm8_>BueTXPq$|)f#-(?J0liyBI?`McrB#i2g`rf5H`mv21v;sw2RZ zEEq{`wFNw<3oq^7V~&dGzT_{Ogjk&8!f2`SRCzqBXBswaKqi>Z!bHzcT`nMyQcI0k zejBCF#BM!vZ3;h?lxb|Z*1=@=+AK#)^A*kfQbBBO(74u|Tp){_Umw6;*uoETSUFIQ zHL`aQ*80&oO4p|Bp{+%&QTMrY$GN&x>MD~U?d{uf3%|BH)I3&5{T}P^$PcE?w`nxV z9o*}fuU#TfS?X8mH{c&mffK9qcmCF-?0!3=-R2OUg}COu=DVVPD9z>$2gSRI?~-`gQ5%Ux3aKJ@Y94z5eG z^QRNaJ?^i0L~$_v0pZUwQRyzTHnGSBBrRPxjE=6k7B2r(iK#jgR}vtZouS7y)ND%J zb(RV`EEIQ-RDF+ru06xo;|5R&f)<$pQ?&Yxuy=8DOCac=DyHu1cK@_5J4|l`(VG-2 zPSakSg&2CmWXgACDtRmh7jI3>2Tr-6LK-UV$;DLnSgNm%iDt0$J)oP*HiX(!v|r?& z*5C)@c(IKigf!F$(xX0K338P{eV-tSw=#s9iB58qkbq-zZbn)LXkJroW)mf~y?uw| z2W!V*Q!PbOn2FU5J#-u%;YDRgKki%6dhV=P-r#>OQb|O2hZ2y0o6UfI>=T3 z*Q#m#k$Z_%3fJ%9Rzg12hb~VzCwjjcSv>3rM;hL0Q~bjWv+P}g%W z7E8G#6y1BqfCtZF%U{FGw!67w29N1ov($~qmJ90~mI58Kh}fWEw>*>nlqydne%~86 zF?1+3m$tSGG+MVDfy>(?%1Ja!CO5l*8^-?r=ZL0Fyi8dr=5q6%eI)Kki67o2e;(X< z_SbDOE0nkiw&WPnrmYB$v9{~shAY8Y1zK&`w75^$F}ER5j&o#x)c#2f7M_=)puNp= zaY{W9!Lib!hrirwPA5#lTKuie2Qz>%$3$RPLi@^a^2WNFLCy;+e=<`$T>foW zJ$9z-exd3XxtDvtQ2d{IL<;b^ZB^Q3R_Ox?wIElry#@QJaMq#6mjd;no)G=$ZYDG% zXJOsbW5H`XqE&MG*MrstT(+*ea3-MeQwJZ%r}1dm&lH;T)kh&{mZdCIf}q7bC7v&e zqH#ohaBXKqr#@A`Hi??xEe%(sZzlAkqyawSeWY<#Cq#a_u*>26LyK}3r`aL+sljU# z9_}8?$yUTEksC@PT*p>iWN3`|>x{`z_{iQ+MqNiIdi8eVbcjo0L`!)$HOMlch{|I;z&5!YFl8TXy_ z@H&fU6w0Pwu9*d60dcS=o&Serb#aFJAEf3Q~6e^S)j&2Xk0F- zejMLVFq3#_4wzpGq)-WU)K$-SxJ%W2zSH zyruSg-AFD?7j%ULf18mmaQoEq=>_io_U4uU)t&QAP_HfKZvFgFcQ@0FshYAT*_tiO z;|4hi?UCZ~t}aiLe>-4zYOR@1uTpyG zXilMI$6)NP_BPPnPEZ(y!1-5m63V{9C-2JXl(17D*+;@}@N=WwCq67lYH=orl@A4| z*3jVP^Dk&UFUz$zj6nBaoAXZ2AJfp{2sc#zG}lO*`9AUf;lWA26T3uuQeW>B!cV*J_WS%f2yNTZ@(fMh_Zf{Fg$Y1Fl6m(`|g9^O#mC5HW zWfU+PMt}rp9D$sAvVYozlmVk?f0k?fWW2MS1(9~A$F7#3I~$-_K=@l2Ws{6rUkx!c zGo#WQ*kreqkB3r%Hr^Gqlw8Q4FJWnq4I+N@A|irE*^HH@V5Bu>vw)?JRkvL!m;AL$ZREo0{g;D@E9L}Ykd{GS3-m6JF~+dBH|t%zlwZs~ z+fsshQ5qMaMr=?}yZxTJjae9_^IfEJVDPWqXE&HS2R=Zrs&NWXHXGxs4QWX<^u4n3?cO z%?CjPvf2I=`jypMUZC8;@N#)lewBbp)o$z4vqow%kGa{>o-Mo?wt|gqr=VhcdtvtG z4x_`Q-La)vkAf}28Sm4_CH|Z0NleS0%j=u(6c;+l)V}Jx>=a_e&zDW^2iRv$Tg3f&EKTuE(5DPx|vvb+Um z7QZT{__`{>4|%?$KKN2eL(wgZaYKZKDr%%Z=jrzJs@{}JChEvRpuxP6Z?e2l14nT! zeS%7{xy~+bf?bIS{>kBos=No={PX=Dg*zf~h}&mY4Nl}A^gCFoqmJh{JbKGsT@7|T zO2xkyOhI<9gfU?IprWy0A#pRRK4PYj?bN%4*Y!9)s=9G^CW+qP__%tnV>#u_$-&{` zO!pzz4C$fKN#YC}0kOLNEhhG7Czj~plueo~H<>KkH*rbSX9|4=7h66xl@EHl-t{>X z19_(QW123U_Xpk+x|L$w#ZAAaxi*PC#OB@gLd<#C*P9>L&oE?QgFstPkFf1kw(6oN z;5!U^sAmSTEV-$&re-Ejg`dz5mcGLI?LIc+a6EstgyTS1Sn5re0@ZrySHzRLY?4Jz z)@SqX1N5i*-q=0N5R4^cO2w`5jObym+_w=cSc$G&ygBpG;FaQ*sj*yCF>T{a*~WjT zUn7kLvu5bKd-xGDg=BfJNgs?S^Dgy>=fDCwT9i z8q)b9b~@+uj3rAY!aRvqtL><8Z+B)h!aQ8_nu%8FB0pIWRzzb!r*g7PAeG9*oV`|x z;d1UB;f7NpKwieFJ7;?eWv1Admds7pu_A@9okdDSe*p4UG ze=;;ao5;~DeO9!@y}dwatX*)xRk->8*t+g`EZg^8A}ghkvYR#yBU>V+?7eqnhsT~t zNgk4n$d2s2Hx(i)dn>XYdvCw<_P)RGtM~1nK7BsP^W4{cUFUV2$9bN|pOa@n7y(Zh?otsmhhRiuT|9qEh|M()a^dv zJae3ZjkfGYG{(;6hrx@{ea(c85;=e241W50zk zby>Lxp6}BYqo!f^_d1#kIt6`9{MYY&iFP!bSjqn~{UA+hMLF1_NT5R8s{F+3G23$g zWdn~FKQf!`i9}p}QEXWE$rqHi&|lGCs}2eq`oNVE+F;yUvg|_Ih5KChZV<24SANIl zexX~`e!2MfRn;=ftiRFDU3vA6WSa8^ZHu81)vcFN!Hu!Xzx)V-wQ(Zv-0Z%QNa3v? z9Dy_nswl8L;`&-N=^?~z&x)qKb8$f@GNs_`^|JYw0)h^4w~0st@NUlYfbz&q-5htD zYY&6M!i=|nW`A3^qj|8yUAg?~0_{+&eOZ_*Gub-1Z0b)t7_x+$4!d{etqJl zq5dS+RSAETp_fN1c#prL`XuH;tC#eRfOK(R>G{*N`7$AxqkWK6f8F4-iGfC?ewNR+ z;jWqDJ3V8c{tp;aX_1RC`Djm}_1I({q{x+@RBBY-cRQW(-Z?AFvVuA6P zkwB!y9C~<~t1i4*(!Blted#(M>LHbZ6hS7#g0KehKmR>dHN2!l{Qts@3(QUEVI67LIUrF;>?IV)%ki<;P z2k!9s=z~c0)v`I2uW}C$H|_zqbQ-v&=d>NU9oK}inxsGR-8%UKOJBCRn4zzW$yAM1 zQ}A54u4$6=+Or?Y0a9V5=QGZ?B`{5whSqHM7?2S3I$iv(@J6>ZDYNd^H_zBN&CBZ} zGhZ&}4$)}+va0Qwy;PF?5)lRRO{t;RJt^w~!`?slDKdC# z%jCDz>^^jgStobvN9`lZ_ol|SXHtqt#dWtQ6s}IbY3C_lm$^iB!spASL4gtIt@6#U zq&%@=6_s{mtVj}b{RE?9H2UU+tAC?SVXZSGioil=q-w+NG*x|?#zpYF@|rbuxWc0@aNVjV<|wn`!ZSMcj$2CmBl;== z&o7)$B_K!*Ul==g>@<}b(dSdPj&Is1x?CJ<{OB7Ui^D{TB-FpnZ?F7-6y&(s}rbeVV|s^Fm$ZyHQ}do8X?N{xzkv<%r_T4(@KXe zUuG71JB}}1*LCkiTNVYbbk~in>Qv0;j#c!OF%dKIm!P(RlgCJvUVkxZ`aI!_F%r9Q zQn1n`ipN1OoL=X=nGV^B#z58-6)_+4#B*_a`4>}v)(2xzxf_`(zSCv!rlC?&r0lys z_DO=Liz*|JEme*1lV%8RrvI<^&@ZV!-i&JVP;@+3qpNrYvtdB@Ek*QefgD(HWK&~+ zH*%DVnvFb1qd($TcP^TchJl|0Z93YHg z6Qa5XDVK^KnmGxtI;Qnc*%DHAn8LY<3Z=}6mtP3SBT^)~&J};^$9_B=%=p-1>D7bJ z>hxGm_)nsa6dq^pqw@8u{!p7g@_w^oaV|M`e9Z9EF0sZ5YqasV1dEKdF_3=M01EuAj5dj7nLOtxWr?OYF=cXS~ z<@Ec(s-*FAJG{1%zG{7cUw>X|#4KfB$lpCpf7ozXQh)f$Ghexvas(e+2g%Uk?3%M3TyqiiZ#oF|&U3Cu5V zZs7Wn(tNKZ+h|*_aIdcy()iFng;FeB#1hjQsV5|vnh2~=-aRHh)V-oDFi&=`{kjGP z+xN=V^10#s$?q|NZe5c`PrK9WD{TVF8J0xELy!B}YJ1<=Z6qY0GAi(&`mPhWH@oY% zI9d+D?D(bVu>> zT1Q#s%%H><7H63aXDXptUY*LhzWwNCwSb+18o?wgz23dqs)W%#mzfW%Y6U}rnMw_1 zg#ue^^Ol(vece*Dd=$>Z95dkhaVD|~6glVFnp=k%nRd03G7_|2w2R`_JUwJlfoJ83 zcZ|!aU5uW`RxCw=l?|@{=^?*UW8pb2FgRk3woLn;VA>SKSbv_B~o)Ie6|b1JaHrE}!d4sjtPP9&Y~9e(>xq~B#GNKo%(iEq;* zv$5xYydkTQu|I>dXzQV!zg$`?XsqD7_Ay(MLUk-SL#A8hink05o{!av8cPz0Ch6Zd zkcg%Aw$I~22`-kzPdV9b0@eGX*UwD~Qs5@Eu@Ky3=!kKh97_;k zQH!n-+#9^T!Z#0U+|yFR(<%1*F)axeTZ1YW;*#F-UP|6>hB3?Orz!+a3_2GmBX<;x z&Sf$O)b=>szP#@``J_|d>G71koq)Dsx<5ZbPW_!&Y#cPlxWsmsO)GQcMwg95VLJmg z>Xz@f(TwZbp_JszHu?44TzRx;1-YrQr+euIn>p(e)X}zb%ENqHMYgtK7Ub_Ha`#75 zCtmMYa7sLgy==MjrXacHF-x!?=Shi#x_-jAso~7>wealHZGWoPhfh}0{aq@s9?%zeG>v7;(%DtF5;9;;01pXII)%^%s>3vaR$ynn`-@$ycAQ&W%a z*fSI(*--l27jM%644RusVq4W|!6(_dsg&#vi}$c1pZVFeg0o`FYMbtL5>o}@E${Qm z$I^}nC2PZjs@w8$-C);r8w$Xq%EiHEmqtWxXN;jl=yIt>I z3W-y9-*uk|x&Latr?#B_VPpWI;RADS@~_67uO8)eg!;w%HVg8)Qk%r@_ZWK7lsj;= zcNU<^0~mQRSAvFZ|GyVtMDQ=Q`On@SPmfPu9z~s(#S^`aw<|TK&HFAP=9yG0^XC{H zFD%+=+t?u8>8{wtJ0)pGyaheGWPoJ{! z9!<=2jy;2ZE2m7Exl?!4F}mHAtYPsKu||`UDGV5{4T@ek3*DvBQdZ8l$#E25!hM{I z^xSvF&AkL253I{K6pe-H=SXuFB&tvD`X?WG-i=>J*uzjCGt5m!BlqG|FmHjesNYjb zE#Y1SgYT}HpV=~%-5N2tR06#x`|bFkD0qG@#VvC?poEz5 zM7HDdBl{frcyH2_wyjF&(cwPB!jv%KweP?*U(uI|g{_r!KOi(pT5ICszAJ-4jNP*J zQWQDC+espq7VUuOn%heL>XNeFYVVVX0&0u zjb!XKOTV{NWF_A>*!Ja=PpD2hCRl~<4f8$18SiMi8yf*i6`LZOB~HDV<4^J@y#1vw zaB5D?;M8*iZPI@#iU?5~MY?>Kb zy5N+(EE?7{kUyM*n~3Jl95?KUd~%ep`c)l+o(aGyCQ?yM9&;Q&!*c;-uV=S~XYI-1pn%caGjAfD5un z3#(*OSd+SZxO>Ik*Nxu4fuR?JGBYDT?82g_MOWj29{SdC|3s#11(^2YU(m$4|3%u< zQ^-8~XgimBs53#|E7a1L7O%0Szbra@>aa>`)agf1Si2?(B)>|gcO(*m)~0EGdK21~ zuFdwBX5~m!N+&;fn4wXu@q!YEm2_No${_41DaEPyn3`WDqe<=lSopm;-q8zPor?r# z7%s;(Gi*`Mf#3QnD(EFkDHcCL-DD3ttGV*gqbNezuzR;(H=?s-H$;BmdK>dU(Cp0& zq%C=~XHET}%mZDJDeNy{s?1HkU-gnaOSbO(Zbl089E#7|hmB~O0r65Q+7w~0CbuPr37ygx zv4ld0v?`ngMaPSs6I>Y;E*~pzo}9mxdDXJt^wr57{qjcAMOO>VV$j;-NjvVf1nVwB z-Dt%Z0lhW5FIZLITwY7kCN}yMIJ#EbfUfZ8n0|iKWtWRNh{uas$fnk!Dez0-VBJJU z)&=h1td*}py_@@|PE_QY1Pw;rOr_>WHJD6%n=Ty;rL^yh%98J@=<#kAVS)=;^kXZD z_Ytf>k`0h()0k9_%;#W}xFEHwQQntiiF2{D>49hO-pxn-OJ3sXMpFw`4<`dhGfLlf zdrOEft+$P4G(OC&DNgUH^yGKltBc$=ABwuuRcf|@X-xSfKI_G)Zq_RKh1ENQ<3=v~ z-jKx$>F9j&UEYEB{LamNY#O5_dSsHcL%q{Mt>$y9cSdJ+9%$MzJ^HG%x?8JQo@bSw zuscgnxpsG$*^b=r{pCW$#_i(S*5L;Py~ZChBu3@PR62&4Ne_FiU`Gi*J4&gUJ(W+| zy@dJ|AZ4eKZs<00{Yn~{YoTqX0Jk-otTDLOZBF63E;YaSs{@NL;UoAA3Nckrd9_KI zY;{SWViEDm4uiTVb4DJt3R^sTUDA`(!E;yhKKKNT%w_8MX80-?k60(n@lJc3>GkJS zzSM2Uk#e8Duv7ESwnFIZMsF3ppRvnWToi4i=yN3lcI6)ETCp!m3;l!(NnS6XUTR}~ zH+|jDWaLuG_N(Syz3nH;9%2`g8wHH?mo}-W3HP@d7UJh|QJhO6debbZeB$=}xtmw# zGMjm)$K!>g?&g^b+I@FoSGSB-COl$)3V;6aF^1*E$QQ8gnjWHW0byw z)qc;r+_er`W^;x7?-gyVm-dE!NM+6Qo_@5xjf!)y+ha0SPxA<_cZj8Io<#Gd-`nD_ z8|iplN^kFQYvH5j_H0Y}i}V-6_`6`?UNUcq6G3|G1F`T(1D4JBwUwm69>?T2)#>*IF>@`ARYN)lHT>Wpn#f ze-FBJriq}s;)!g3z>8jt`>wfb!`W5Thj--@9+HCn&9y{-GTB1) zZ@KkrsXN@KlPTO~SP==$nb;BGw#*zdaFqL)W5*q8LtVckerah3aU{%m;Zf545FB{n zmL28V2iv>i%H0mfpu=8(o>e41)>U^|8&D$mW|xyU7_C@l(s1k}F()m$8p&91iEk)s zFE0D=F#ToZge5JkdlZMEV^D;epN$pgT*qCFQT2`~G0U21(ejdPjf~s}BlwzbViXr_ zq2Z-8=qbTP&17h59_M|YbVthTIFX)r9p#S?8F%8v1N?(sb4alDB!oQ$P~Uj$X2Ljk z&5JP%L01eNa5DrOxm8|1oSKQ<;c+Qd_;?Pcg=oj9_oq^JRvw4Xf<%Ll?pQFn zwOMyI83SCOL%k6>;<-=2@GOzdUTAkEh|y048fDj)+bc;_6b4o(VxyBm&DE+hB54~v zJtd^n*La0M)#~}e`q>f|{Co;-g90bV8ZT?i9?v7%v_U<~w}b^J7}?4ys03`fc-gg# zW?zvnpg#0E{(OtlD(kwd$nM(qgGeR+>(Yn&h5@ACrnYx{?}(e%_p!1KjB3l<&E#Ie z-OHX!s41N>W(h7a4erURK{B)wdszU4RjX%P@2R5W+k13^wO*_`D}(i6#(GAt;NjE% z*%MBG1Y$amKHnNF#MFf8BKyR9aCXYC#3p7*VH)(jiv?3@?BEv^gm-1z&g-qQi2 zkcvP7=o`$&!XYRM(x7m@BPONOn`3D4%)3_G(Y%Y@UK;h&;fFUlVriLp`c`**2hSup zXjLrom+&h7pg<2A50wyAl!d!BZn$m%?!biCng+=37 z!rK&skJ>yh6-*d}B2J)M-9>xlWbCgQONQcj~!x&9r}-yY*C3BPZt0HTXR3mjO+V%q^x1Z^MjUUYQ2pEQbn!k|4bfQ9mvTrf!{9P!Cdq^Sz1?(>>s_3Z8C}h$;&*7xG5GqE zcYpG-USA%0ZG(my^h2PkEm4Xc!Q0n0r+Gh|)}~0kY1lwY&bD4M{w;#L#R8nS!iKK& z-=R~&UeVAhwM(be{J7<|EvTL~|C(~}XXiIf+?fE^7Xx3HHIlttqLo7QA zrromL@ejL*o^ip-m=&;4Dt+Lv$&&Ix4WUfqBV~o=HnS1WLkjsq7M-o@;ZJBao$;F0) zD4S+sP~kLHLUi^ilg_?(yYn~1T%!4G_R28U%WAzkjS*LOIODsQ zh?FioI9|$bxv`4?%u{6FbUSklmj?F>1zwnaFA!Lh@}_i+ZpVCiMcAb>@y0vNs-&Z$ zWnKu?*SAyLS34kAyIy?Bs9CMi(Y-f}!f>{8sN5WA+6;AaKooeNpI3oyl?6pRH^|%< z@}bKFTu-`aGH?f*y@PasoI9?*bP$P^kfdxUb#~yGOAh`AhHv}pnsf`8;$`!t#bvG{>kZ?psPIj* zT{~yqTbX2we8~a^gGvvAIg$kwIm-0E+{1b7|3bC&42}!+lSi|H#zHeark25{gk%Mm z=Be5I+Vgaz8fk2G$NZ+fg_QekE^MYN)Gp8s&XIgf(^xf8ViUKMf9)?qcb(97>iZYh z%nb1ShH>3A02*Cj-m7xqoq%(}_O4jGGq?$`p38T4h$<U)@n?U)GO=1wr-dr-A$Us6@g7T51RJ2t=F{i_zjgl)#yN(Y;n$5xOS8kc8Ab-AW$& z=f^60`NW=M>w`uD&MR3U5?1WRkD4pXSI?_e8w_iaFnl<{x3H*g-yafBpLS<)p^bIe zyx;Tzz-ej;(iODD=Jq7Mvr*?&%Aec?hA_&*EA}zyP zb{n57!3g%77Xd!oR)b1}C6`-266NpcCt!?8X4cidJ1+93hH{sZ3Ahe;n?UpW+2Q+h zMc4GB!CiC%dxiTGCUQ8ojhcZY%g;|bUk=&xUB*JlSqfZ5P!q9#b7vJ? z&5IUg!oN!XW6=AIFe$YG#&)KjUSNvM^G|1PIyUv>mh)N~npS8CZP*ZYeUvOT@rfKV zH^6u#gCwv!zQA(W0vgBi@ky>0HDNAaQvRZS>T$t&ax8*ZQwFv&GOxk5u|tV8bF4&c zAdoqA-U{qbs}g5>EO#4mw*?DVMow>=v`b-B;$9mPO8gMaB>5#d!BQw&_|`7cLP6a> zIcXXctf1$ER7jw%FO#qIN5IX&|@u1jDYY1 zxQ{!uvSysL01JXS)X!LQtvpXx?fi#~Z?;eV^2%4Ac^*S&DtGP0yv_3ZzP>)!T-G`> z*|Muedv;KlbFUMn?CeiA&Xy)^Lv!C>g>T$EEB4KM%`pKqg=|*{H1ozX9&{sLh>e1E zwK|+N%jaGn9s105F*X_hJsRFngwV^K)Koa!M70}c96c?Xj1 zAE(66Z-n6rgRy|3L1;}@HtVK+P}gMf|EI~*fjP_imqb4(U=E_XHA61nf8*f%o=Rm5 z2WGM!728Y{fV+X{p47k@Pwa~^b02KZvgd<;RFBUEuUY70v=y&dYL%tTvq*Iv>kfQm z*~94U`enE)+2BHB5N~~9&BSAr9C$r_Fm(O+@WfuBV}Loo-2j)%LL#en#Q?~#OgjL=G0Ez7 zl)f#b2s*EW4C*-M$h!ZJr^Mq&b~_AO_$g*+^mcr`+ZiWDm?|6poYQiMe}O~g^x?Na z_qrZiDq6^rF2_tr`_=zyy=yk(qCVAC`g`_*s$jg|aGLsVpCLmwHt&X*e>RvA~d z^S??wdT6@7g?8RD*yZB0Z=NZpT-N%qS#Qa#QS@l`r#F|wf{wg{q-HGWcXM;=1<2@K zbY99Hz`hbQuZW76<~R1CW>VdZYgYQ$5?LtjuC041H8@A%Yt5(Y=HzMF^uFWS1n=6n zySAPrl_*@vhG?!$+qG-+?YU)-1^ZcMo#NdZXRmJa{JgJkRF^LnyRPr+ZVN_iU|1sh zlF^;%>fO*|Z>haNf7{bK3y+SN7;9Q17l=g4TUIgZ(xBI`XlZfBB_ z{TO=O;!HASeBhdFKE&Uj?^;UPnRvPyaXF7_?CNI))L-Iu=>x~y z zP=t;c=lF^9CWE|rx$k>(BTBdi-1m1a-Zf3^8kRSZ=0ANbzZsI=e6xD0T_t|!$E6R6 zX2V9y>$C-ehQ1pXh3qqV<(u8ZU1j%ZnBOtFuyln<@|j!qJT|3#Gi={4810`GFidMK zcGJkVngV^@9gNVh0>e2kcnD*ib^x<-GfQSeXU|_14Hxb;7QG*zJM;+agnf><5$fw2;q1v#}~=+E`MWB*);e{y`9Oq+Z@Dm?8Hw?n_0MPQHK=L*d|i*7*75OWbo=P2$pO zE#JL0?NdQPuCH;hw7+=ee7bN6hfPkI)Fbkf(Gw=g=D$ns&70^UN>@MzNxbGPRWNbi=TWD$(v6&$lwAL!}-QYzCz5c zC!l*$8~|eaSFm_Oe1t~`!0)miEqq?UDGyWw8(dp3&ZXbV*ZXT9a`!kFDlW3_b!;wo z*{3I?^f;Gpd8wT|{;{MdRFDN;! z=cO6P#E~7bcw0DfpH$Qh9LWcMfUI=guEmEKA_Uj|FRFXe6aVs%g!xp6S}ve#Us~0! zBlgcfAN(!wjLhUC@QuiL&;;TPGoXx<*v!3k@7;}rQYSv;42_BakhD_U+xaobaxtI8 z;@J@_d=bRHiS60PW@RTHPf&E zD=4}U^lN&6W-$AbqFCVELi6AqM{*>;<986d{8hsN4rzHXi%XA3c=8O?cSEbdhvbp2 zu5K3~u|lieb$Gb7>D0`tYug-6O|*2nj7fNF>0}Z^_I9S z%0hCOUM9Zx9*f6%%u4^1ZO;1xj_y*7|IJrtS#v;9y4YX&K`3jkzIZ?%_*M?yHwrG{ zyDS-4^X8o@G*D=Ar5gO;`L*d&Ls8#t1 zip~Vjh+BNu?EDVDgl;jqhNBUnYEjHB1in>HnkRkG7vcRKdJmt=tKc)hNWugl126ZM z2l5s5MCfJ)c+{;IdOVB|H%H#<6Q)+Map?}m1S@Mjsf(4Bh08CuTiaa#hW8>b z9s0E(iVe%N3|^}006!!n%@nruFF-u$0?8SSji?#fZ|fsW*Nnq4BsO^UhEcN_1+LgX zAxDFy6&%u#9gl)JOV?O1-(d?&`_o2iN-$?X7VwPhpZ|+|;g{;dr?EszxM@-0u$+EoVyo^;5y=X%JBdMn*43Hy-$^uL!y?0_YEvIo4o ztHAdFv!@bs=%PQkn#2(Ynh<7XHa-BWI5;@HFKFG2L2Ebi>iXefKayh#yB z{#suRy0tQADX>fA&~IMY3#2j2YnhvKUI~9B~yTItveuv;J*c!M07v4aU1?C3^v9Ymh zAb)@zb(|S_#s91fT;*^#gYTrl+H#AKdeBu#GjNzJ0B17tEHHPBCu5MI3v9?T!zT7g zs{&6A4PogE5g-uL2Xn0Cy`|QC@Vn@46M#Qzt%!)oL-OR5qFbD|1^uWv4sD9Sv#{H3 zrfBhjNJ3fWq$u9{EfT`REZ`tAl89?G_zaYOnZ(`%fmsWfvdstUj2?(FvoNY7xj|@% zgGXnjiKFE_%SlK`cyo6he0;i5+GbSnOg^Wu0Fo6ziqi*=GJkRcP<1X?QI!7iJY?y9 zGJ~6P4P4*;uqv@0wL;Xu^Z;@mQ_6IArmq7H15?N`vjx_A^k2$6zjDb#SOI%!yvejg z=7DA=c=p664FvZiu>)UDII^T6l-&{;$Ki8BxejOPdXQa#g@P#P=**p58e5Mew z^DOjId15oioDQcrjgVL+oGvSE;)ugMC9kdVQ%w?F|Nq5Ac;U)tp+@oO`-l5;4PRjP z;-~N7e}sK?1m~%jS2`F?uK{bLWxE0+@%i9$*9S-1CAxAV%6X>B^B9}o0niO4sSoE& z&9@vLLfXZVsrP%x{SbHBVJuKQ4b=P-hhr5!JtxZj)fn0j;s9sRM+pyigaV7VZtx|Y)!?9!aA!c~dtZKing9FEd-Os~Zo^?@5%;IE1Jl=66mUy!BkM^L%-C z#r~f2He?2)+dr&bkoEH;KrH_(${vBr(|}zkwH5q|IV?qFSN`w2VM!xM1w4uRp_6q6 z48I8YiIf2F9XcD>S;Am`Y(7>Wm>6_BG^DoF4+t4BMssQlU0DZcusaaOfc(w{a+N}h zNJ_L^ftl)hiFI-J+0XDfp2BBk*26(4tb@j32as=j}|3Guy$ zSf`Jhtz0#&aM^qa*rjr3>DB6Ne`xBPGwr$0etV0;Psx)MlHdGlj@r!^n#s=DcJJ_^rCY)k=x}c9+KpBl{wnLzibb* zfiu>C+y1USd0yL3q8dEuA#7A2x?X1B8evZ1>7;hJH^n)dAkD_Z2DDQ`ZA1$rdLtudbYX1(80 z%W~***K3ea679a{s28tOe&|hHCO~)vfD2h5vlhnNo7C}BE;@qG-XiXZUf`jhgU1#* z3oepx5i|n1TV|0TI0vYJFrOJD2K&WL@B-2ypxD9X{_I;-He5O<2wfJxkY_Y5f~?)3 zvzX)ZIQoY`77wyedxRaS$}MoL%)!GqfKO#UU-mZTA2tyV;n^Y~iakJ||4BK7J@6r; zsO^ZnORJm$I*5bKQ39BZq6&>G_uqWRFnZHQ%MzZ5 z4Ne~nz1t6>Le=-dHAr(o=D(j`;~@#Cm=%(j3{$iToSwA~dFfsdj{XBWl0neX8mIuM zLpH!x>f~($#DXPEU`RdVWjTKon~e-{Zv(Do0HHcdfkYcT$Af%B=)iH>ZQmXTQLm5c zdvJRpUX6bU**rSSupw08ZZ`+*G|!LKzK3_z5l_*p027V_0Z}oHmxLe@xPA=^2kq1^ zw(Azd7U4O7rI2u${|)nABL_*88F6hg?Mi#s2_v}Y!Az-En67ep6{0a;b31Pb+m;;8GFRUq}cp2NTl(18wd*K}b!S)q=i zU%>?&F_nLNKLPm$pP6E=M?kS+#rt)g-+6tZodvJ|f@L_v;2~xJsn<2MuUs-~(WA!a z&!7L{hJPmvKq(!fI~VMJ<_!MJmp_AKvQdk`y2jt@kX!|E!vN4}E?jwi<=k(9fB1VT zWIz!G(_fgG>D2^h-5d&ZiGRdn@K_ob-C<7UPj4YciWJa70f0UFoZwsy24Q#r6$ca3fi;KE_UWAFq&r>_Wr2cT((*&5#8n<(jKF!&QUw)rb`kdlFd zEP>Z{^0o7&Uyw%r;e}t!0!^D#mF&1k0cWnjv@pYq9##2xpt{A|Yh4iLn6U*bg2-i0!VMkH250 zB7`-hh>ebDGj&OX<* zHfTQ#B!TNA&~7lVN)N_49JD-CVP}J|VgcZ`K1gZ*L+5!Q7OYtiPZQD{P&6Ba)J7Z zW*r3tG-zLFmiur|7nnk#|3D=ubHUM3gUCG#;!jf8sfI5PZhXtK#pehUOZtru^00g} z-)#hw9;KH74T0|TtFRf;VLInA5>9%-;S{JRIbwL@YDg4M?1RY5LE zVb7Qtx(JTPZw4WK#$TA^F@P19^n@Q(hu~=r^aK)Odj>eSku3dZxv-U0mSiMvr|((T zY5!HAE3!Zms}CkDXy*eWkBJ_N7M@9jqCM4#kne>Ex;n|X)}}&VsKS&s;kQfkK`a#e9+cJ01Lu=5mKHiT_O% z^Po}fH0tMP{0C9|jw3I#{uMkuaKHf93`ytU#NaM4sZs!3e#PBjWqIG@#7ikV+4hSo8Oe5?B{-h6& z0=#8HPsk5Sx(QHvx1gaxg9>XKd42GThsqqy0q=*Tb&;kO5|#^ zJ2=i~>VX;uXWV*_?*G-r>AGc0c}>UTj{(eSWm0!qC0g1u9a`~@N&lO}Jj(R?q8LF0s0abtx+$z&p93NCDmG+7 z`df%2E^=P4XW#$p6F*deznm^2C4C%-(tC;SVKW?%uFFFXYNFFyloonz_kCMwQ z3otkCf0tfH2QH(oEZsYhDG*k5W?zQa&FBfgxF4dVIk4+_0OR{z*9XbvBOdYnwa*w- zNGK>woGLX|fvf6=7&Q0aCkGA&_KX^o#~&-aRSy3IK*I#Wg!+Ha*by8G4r3iY`?);8 z_ShrSDrew~y%k1)HatGUaTRr+ILHK`_cGMZsavHS?v;}N0V*%d(A}T$v z#4x8q%H$?%|Gi4>Lh9`!o?*l?MdLtpXT$DS1+goAy&$t=$Zf3R3D-#vu%xW8Q7q6D z>D?ctY2{m=A3i=v=OokzxD}BIJ#8=w<=0{}NCrY~8a4m-BzxdPt|An2UH>kh`<{zO zy5BE2s}BkMD7l+qWsQIg$_Ib(9wP1m;-Cm4^}km5!-LRfyZND6UiV}qOM}I;{_lkW z`t3mO_rW=3m5$>7!>%TA0K{SruF?hYDM!@LHzH3?nxs`;0x_ipVG`g@^7$&6%Zl90 zbU1&91Y6BY1>o}S$Wxg9R3eo9DF}>fhCr4wBz=X5lK_A~a)*om&R4H_zJ5)ds+OMu zx#q+gO5C4Cu@%i_6mMus(AgMElzI{G@6gvGbByzW`9YiwHR?`WX=NsIfNC6O~2D!7wy8WT7 z*Yh)-6)>ZeAS1Z{6xa(lU@;A#$KQ`+NMpY~aZ^SM*6!HJv$y z5#H>GH5NktBAOZy-VFZ^!$%HiY-0SQIHt|fLi44+U@vLh`#tIQ>^a*ypQyFLSFq-~ zGAYXpbrB*O{vJ@@q*X6P=kAI!>yUtBV-US`0i|Wx_2!fBsSj6*AWVv~#4w8=KXFb6 z7#XwA+~a3~v}3?Q2xjoHjseQM8SN8yaDzf~dvFQG>4cM9TDx#}K~a(K_j5;AfO8NR zC!r>tHoFBKs1_`{hypK=e(3z&+D?C%+Cs{e2@9M|4XKco_XCVb0|nhDsDYW^hC*N` zVtFD#861Ni(t99n6|hJ{Uv)Hpto>a%@jN*3KF>U!aze6}3#8(fg#a92)Bb|=sr=wW z@cqV6L6Q%o2!0$vw#>7OR?{7f526Ljy}i9RPj12x zM;_eqVZTS-L%|+)}e3lAMc6<3JZzsFL10XBUq#&tc$Q&z1Wl=XUU_ z``%80VdL5LeTrz{cT$aMjR4u1u&yA@wcOgj_07N{ZZN(E@~r>w64C!JIny=pqVF$3 zrA}2+oRT_#zoJ?r8;heM0?u}P(55~wg%oxn-R+0F^it&o3*flnK@R>9K7r=~BIp(? zxixGMZP6WPSG7Fu-qn7PY-0ySsu{#Yk6Zua1cZFaaE@#w9fjYlIWYuRtva;F56CH} ztC7uK5ogws2L>N5>@a8tywJxt?*IQE@%M*yOOL>XQiza&yNmabuNg{$hmW5P*++OE zPipYZzYeyeCv@7Y!PPVafv~76I zV+E@5DH$Ss`fz@8X1H<~340W{|9hoCdS<(9F7-lA>}s!8=8(;IKlV2`QMF1c(_@JA zBCNPVX|tGcR&aaf=6WpMOXcu~9~RKvj8Kz79g2?j!>)x$4v1sUaq&L2IW#NJ4)Gy+-LC!Lw_lo6#PR#wW!eRjbPeg%%p8WF zPaJkEH0%AjmQdwe!%fgKX$Jt>`u01x9!vVknU%hAs3{gIw>|=GlDSF}dZ|1J2b!Pd z!2rh@iczeJDGC`!zqLz)3_u4%o_w4r{x&o{X&yU=>fQvPng*Rb0Mn$LVVr@5fuY{p zyyL!{rprqH15;kNZGzm~*C>x=l<7~{nx>_ ziadZckRBESX43j7kfjO~Zv8>ekEINfDkH<<&NJC{XO^sQ*&#qn3cIXZ4u!QWL4Pxx z+j35d_i!hG#;K#bG%3xU1PzEJw8dBu7Gncy(q`Hup7<5Hh-}ea&-Xz2l|D%%NdE>c z#ApqZfuiijr^uSl$&{OivT62JY)vyGITK;qq`ej@pcvX8G$$f}tth$X$J_qxJx@DG z%>Qu1?ZPuDZ;6rfNQ6311~a;3lBvh~6A^dOzOt40ymkthg_{DoY!hixVn09k^iBzJ z5?Jview85j#W0ZJ@mfOHE_1t?KHBAHe>CsJ4lsHlP$VdH+yAc84Gky7C> zthQr`YrHid4&N0>_896RH8YtK2%;xnGLMZK!@_9cO%mNgX>7oOd1!g#@4ZOg^AF*N zDP4y0{me`HC@WOUosf)P9xkHy)pIpe*h&|Y1phfJZx;J}Ng z+yqkw-@+D!OcjjpUCQN1Y~a%Ze>pzeNg1T~A&)j3=zzZLvvHq;l%X1Di>m-7G~@X& zzTZoUcp9{xfXzzQGJtq066DiK1q>B~V|%3=c=fpqxlz=`+d^-t_#tbG1++qu|1s6J z{GtxYi&J=||Lbo&^Rf!q%E95K>8>}I#7|NRxs{=2dfFiO(?{-BK ziY{qqz>b$w5!Vk#j1s%kkyw-=pRsgVi(1g7hsI^$c7L}13rtMBYcfZiM0|t-g&`3A zX4?<|W}&c!8hzhUeD_i;gv#++`D8+W-ZccfuR)DogX3i5{*P|gd`+CEIggsA?<#DD ziY&r^&V$N^=%y-3x(E7L>28TH&pXt*&3 z3CP)~Ch9&PMGiE+tZ+3&q*W{akxW~hbg2^zzhyvH0@$Rt9uHTPLt{Wa($I9km7W&4g>W{Nlo&8ZU~*EMxp<>M+rAAI z-e!z}an5^>XM*oONKPF~NFY1~O`e#$kD(H8IoH_t2v}`1xSZLnE(xLbUYdvj3xi|2 z*9lqyG@ZLooPR@a(09QQqm;V!Np)R@lJfzbc#B|0sX=Mya0p<1;f*5A6fib!9s3*G_pAYD9w zrog0=shj!{*fv-6W6JSd%K=p)ZQI-@C2q$cJ$EN>r2sRgis;eTDSecpmS5MTF6}lK zFXXYGdyk<@mT80f^Yqi((;YUClS>0??=eosn*gXMypr6}q+Itgs|C{X_#I+s@06va ztKKMFfcVvQTkYJxal1SA%6fPP_IW-#vmG7=e{2Y8-X25G+B=O*zNFdJ1JUVTc8l#K z7F@FTe6R?*CRY_Q)3uVnRAhuG{+8E{IN`&HxQsm*sNA(_Xz|ZDhQ7kv04F)H616l}s{GjUV?fF)$E$J%SZAs!%a);*KNXM0J6p*Tex0tC*v2HhH zjKKw7Q|5~$-nW(zAA{6TpYl$>C+YMBYym}Pgj5P;`73Ap=f(dF@YwU{nlaQoFM@!C zJ**ND1fM5zXRnO^wQ|I+o^a2o!YyhJ<-Q7Znnv+=AXjIGb`I|!AJe0#piPK5gA7-2 zVKzV4vRO^W2ar8>ENGtT)y$921D|3xbKn0q49 zTxYN#W4hPIIADYMgY7wV0NKZJ>OkSx%JFEvh0;eHZ&T8Ozk+mzq;PdO zA_)nGYm@!0P}D$ro&L9O!q8GDnRy2S2PgVug;u^1wD(5xu5zN-i?r%$?V8YpXpUdD;gw&>6GbCtbe(IX}Ec6@Tp3kUZe_W;759Pu8x9Uh9+))CV0u(R|ehQ$^W~ zG1sf1`SnSu2ILXI%W}$E4I6YP6p82wcM;@W_)2 z%wwL&DpHz6m>;mP)1Qwasfr>!axauEl8i;=TCKkw(xdq#$SEyD;aRVqUj)&YJDxD> z*AC@J9pK%{4Z*dZhUQ1`DMskTdwt;!(vZ>xqWi;29pg)F;Sc)SP*r>wmyY4^|4mzAgk|QW@!4LKW{+O|IOdwec z<%^;baO#0in}I8~a(eg;!Re$sp}dYscs-xT<0&^?85ugE8{Qb#jI^O`n26SGBNpS4 zy!;95;zM8zq@GrkYUl=&XLb@*A`8rF9`s8BPNvUGd*P4Eba9_`2=0YkPq6`a=DfN*^ z^Z&r=BseOX01Z5kDU{>eM3kA(f#EO#2=VeOh^G=^amgO_|I+UUyvG4;28h`V_F!ON zE=@neX+xcT2D(BE_IJS^r+64T2{L#a807eTy(z`GuAO~%N7i0vH?8{|J?ezgL?RT$ zO7>G$h8mGtcylm2%tPhP!=BSZwG&Jsx5fXl^%YQ6XWRe6fYJzDIt77?v>&?u&Pl%`Uf*;4fRs4vA{r$ zr%U5$?b4ILhx}cp?#Kek_7_U@I0A452gqRxpLQ*@i-LaYli!uW2a73g8zrdWHR|}N zH|Q)c+Mv-ICcDn5JCd}g8#%UW(8JmvtHut(4aimF+}g!WN|kB8O7?VoDv;k{hr}7XXV74a47=DVZXcfYATj*e3(~PGnUGPo8g+)_Tl8u zp665{j*tmHT)=ww_0&F z%Dn%ZzkG*M2LjRPe%{beHE1MDE`D$y;E?2UndcU%I5k9OA)}8IWC9MwWsM!zVy6=t z$oZdezW44J5fs?7T}Ow?D*{sE4MIQY5O>ESyg2`JuKxZ`FG>Q1c~MKdmi`W<5J9Ui z$qUIGY|xuc0Qk=5PYt?_UUU5r<*~h=;r6bCgNo^Il;+Moi6UC6owp%V_5GhupivwI z4%NQzX_$d$-T0*ITESk^UxXuY9xPkCbj*r$Z$CNok|@Qb@3YA68Nnd%Xc?wiF2H0iR zlVjJ-y3ALfmxJBg*};+q4-S^dUd+17ne9)U-$jMFPV4>MfCPIfS4@NdlWQwugQw<` zezM7p@Vm1C&~6?IWY4q!YPk+qPksm{Wgi0{z21lft$5vx0tBDwk<)lgt{DqH8AMLI zh&nL$1wD2^%LNl8O5lij!#?9-`b9q{9MWs1P=c+K!kS;MUYPacy+I}0q0pA>MJIkf z6C{O!;|vga`{_o}KK5Ys?PNq;W}5d0uk z(D6s~t+P~wp+-K032jgO%gkX!w|MTm>Lmukng_ zL9gnR95^&HIel!<@5xWL+RxbKxIWD~=3_9t>+A^`427MBmiLMb>h-pG#liwzH|zH& zdM?#hJT0Rl_3#F*#%@OLoBPl>Wi&qC_}?D(D|*eG1)REY*j7B9BBO>br-_IHdIq-v zz4LGPUjO|haX54a%;9cE%~6!M|KZ= zljOP*Ug5(cL$Br+a9^t9O?Lg7G88LUff^fT2O;?HBrVPRN%KqWLh3N#m&+A6G)S9t z!*JmY*IBxv+hGR7_8;rXbNb?Pfh|d_nMH<5w1s(*ul7=KV+w1oYQF6alGnI9Xe2iu zh0^_zPpEg`6tM?eXZ9)JgdfC`&#d;p3!x^>0%j~3CASA%+a?t^QZG{?NdEZ#O`3a( zFAJ5E1ZRbB=8}ZUcbvn(c$^XoAn7KW--Egh0bu(ppvvk30y1%jjGHIx*UD|$r(B#K zDyUQ>KfgMggyu)^te;Oi;S?NRV%kj_wwuNsF;|SyE2Fh~c--gVV08P=)2;9}H@y1e zm7Swxl)9TM=T01_SwkfpjB`@DC6f*c)4HxHXW**fEscCS5ga}bAgGh>6+^qQI5RRR zo7~~9w*5KCq8lMi#ADz}4xahpa3Puazuy`QQy}~dsi+3%$NtSUnSP6;H}bRoFpk$2v74qd_@N89D)nQZqdE#qQhT3!MY`aj z+jZz%zp;D#42Agq z153nIAM`_s%tWWCJij|^^io`R5bN)`R)pX|m7~q+)us$9=ZMObkg=GW_8h)$lx`$N zeDxq>DW_s7x|szh%shXjJf=NyMJT6G`5Ib;=@V$HI1tq3|Hb*92S( z+3~=poH`0?OaHQ#!0ObzpWfiCj3i~4+z!X-Z4sSDbgI?mx8q+PdYY_EyW;J7WS@$j zY_&AB0OU~DCjz9WeHcewaRPbDj*JW(gF}yBRTnA)neIT{zm{&G!K5)oQS@nIPrg!( zoEP&0*ZNgQ&hgL<4}KZd$P;6k_MC7%7Pfc7josgJtCHR`ur^m5<>w6MtD&(_I?yYj5+gDaA>^nX8F z9C2h>cGM9LcMf})3~w%92lTV+uVm>;pf{`P6J52Ob$Hun#lP3G#*%qK2`n@mAbKdA z_xHhCHP4LN7p~0iroj1%q)0zyQ{Cy}>#4GpTGh#jlmIZP03;L*EuL^;^W-wMgWMqi z?s_>(z@^(RVdqv6sj@OU(5TPcVaohguKtnGj}Jkmwu2!mLsjy&=joj{=vQ$*BPlYL zyoCn=D;mIjFnB8W&d{6AEljR|sa)S7N^MvVbKfBqc(8b>2djbUOVa=^ETG?C70L99 zlj+qHc3piUkCOrXOr{LJlO>hOyQS=Q1GdYVr+J+rHP=_Fez^}OAPjp2*)fqfu6<#L z$F6+isHSGa+aZfJ3x$m2G16*in-ztK%5&g zI=Pa54Jw5d7mHl{raCOZ`~VrgvLYUhYuh_gA}>b^Pu&!ln&e|RRs_EL^_^6{50|Y8 zOWB!n<_lXJ*ikZhw|fLF4w~;7onE-Udy(#y_G{5UwS^#(edUjf($!rCjjN z!O8hrI@JVMO*m_AegTIRgBRxRV)4}Aw?rQRF5E5@y#e(fXaZQ%qQ2EMKV)UE`ziC( znd$1>#xm;czIq2OS@T|;j5l`j#`cWjAP@1-L8JCiHn9Rx!a{AXurty$87#m9 z=WdhNxqkI})O##D9&JsBpRe~M-&#@@Tf5zn-5V|(tmhhv-6xVxS6VZeGZ2Z+cMWs( z+dXMo?cFmk<@b35yM9$Gb^t zheBN#MnWXJnT*ch^G&8UL1E_9>DE-ALDQ~NI1)jVndsknRd(&kCsq9S~27-~KL z5Qp)T>{AWrjLrAEBuO&Qqm#k%^uz<9N8Zc1C;-;p$Fon2#8Bd@JT1aDPsl z0Yl^dl@qH}`m|Pq_9=p^uc{tw2N!t2-M_vDs(w2o&P_L!o_c8Tr$u8C zrW$cS`qkWVY}bypOuFip8hnh8s?&=j8$3zdcjd1LJNT&c$kF!Q5L2Fvs_Pb0yT3?B z41@h5^z_9bVyP8p_&*>HQE%c+SH2EU0p|%CY&U6u6dBWoUqTOCbJO=%R>oA>A5p5Y zfg#F_)taH)?EH>I7(`!<<|i^;oAI1~7$(Dw`U?&s>T&X@=(GS!hzf=_EPqgX9*)k9 zXD<~LAPD#!f@e$Ko6Nz!@2+R^3B-_cUq~B=-Oux70sVpSVWah=u+tS)Q~6mMzY2ud zf%sncUn0RjkIyb)F%R~-ZR$(BPdku)`#>UCo`hqIq}9gv5Bo?PP;?ue3)FXk~D_0UFnpuSQU7V#Hv+Fh=o89Dd>K2XV{DL${qb6u0 z2rtM-7N(noeIpAtN$ZW~;z3-Z6$G!P;Rs8o8jlQ-6f{#^sz?zA*6>#aCCH6*)zI); z+bwEdX7wEl$fWeGCDb?(GI=0I8AbHq=Xqh5_gWujpfQe^UAAEmfrOS^*WwpSL?vFe z2I7%^tXfjrd|Mr*zArMvSoLMg^n*~TkBqbtRWz8|2&KMPL7c72cAQQ5)S{(Ze-bgqRVJbj7`BeS+=ypI$CR_Fz!fT z++lFQ(k8qC@*&e{Zw!Il79CwuH24pR+bGlbWCSu9feaDq^V2LSz1F8?P#|WyV8z@+~ra)^Wr!xS1iiC4XoWk4z2Q_1|9-Vgy-1r47MSevP0Svt~6i7`!4cjXY2;oKfXPw>o(1^Aj1p@kw5}9ZiTyhUjn{72e^0nU*HQ1v@mKDP_ta` z641mG9_}sh&)}(%P;+isQ|JyWyk%czRC`T$(k2Bl&oi++HiK;AK z_gpQhW!aywT&T5QVMP9^O}TP2Aem}Md1NPA@*|sANWGs9{HJV1VtK>BOf?%yYPsK9 zp@LTfUYdp2MS5D3IN8jtHnkk$Mn4Kn9{X}5BkIb9*;%8CN7da|%fmotc^OcTwvEZ! zuq+=b%J5eilo$PY>J&hHihx!?x+o=;fmh)L^o0W~1k2Y2Q!ECu zD0yFzs;Q|7!jNIxG^-M9gPaSZw?CM5$V*Lq=(D-@{duy)YxG2v1N*8KZ62cwBQ*X! zyEq#E-sAuN<}If;5I?@%8RXmsisQ6TpTS>ftzZbVG8PU_GeB8iRsJj^iB;m_v7e`) z0o$X+ym&DKOsQ$TGFSdl$RiywkOtTU1OjyB#moQF0{F24MDu)%S69l##l;AWeJBW< zs7mB?cL1qVh6HmvVZ|99K7Jc;ppdW$a*aR>mjkQgo67h(pP&_1dcxpHQ z51m0kILmG!DeYC*h(}NvD_gs}H{`GV|F#J6?`y7EP3SFt|1|Of`!Y0JX0L7G8UP~1 z?^@%n$s)mi4x-=-!1tAJ2BCLA^oN%e^?$wGF_9sc6{t_!@3rGBj;6S-ve`p!>V}qG z-mB>#D?#hj^;C1q51>*?Y`r=3ysxjXJ?t?M&Led$r7rPOS89ItVh31#Kv>*nxa*B? zfR|NRvI{mlsW_wM9z?XMrk{yZARjS|mWQ7=JFD+ys? zn9_d^(r9c|?c4jsD0Z%a728ssvPOXWKM&F=P{P#o>awNATe(+=O2rzI@fmxqA_FTO z9knKA3Oo!T_f4&%6 zE*n10k)?BKeMfeW(yV{QnGy9cA@3s%zYo~Nf$c$l`~Pzmcw!uZ#T|elpZX|L)c(DE z`LY+N6EdM`0OW}RjMVIZZ+Qy|ujT}})pQ0HROKe;)vFkw_rmlO!1=Eiwef2ze>&Xd z;Q@7M8^o=(AA)15Loi+=Mif)UXd4=?Vf_1>x3u0ME@I%|z%wu~u&C5nzl(9F z$qE|*NuE$Iu3pp3@q)VsTdX>Ay@Q~!kdR@LF!~D3`WA2uquGuS^)-)_N&oxp{pZol z6UnI?wj{m;oq`uE(_;1OH*O$+Q8a32%AiEO(0_d;5*t#Z3kRiuaZpJ%#|VD@mKjY) z_8h>ev=H?1S0KY?<#a0Y`27yDSl}H1bora;6G{?wBLhqUA%U`3(W|qurPL(dYlG`o@m1-Z*eybjurF493pgd^euP@Sqp{b z+^A>%X%_=&4IkwdRDAC(T(Wnt4`>l%zt{19{`PvJz`(#JuwQoZ7cd&3-^H;s0}Tem z>rmG!u#24?nEd4kUVyo4|Jh=wWe8u9G8m9FgDtEj^79juMVain3_J^c?1Q7D3@H6b zt$Ye?tZ$IU;6(erof-9iP`+*gQT#S&g+ZxBx_5ZjFzO0nIm_>#{drBw1PMjOP}@g( zW#&W>ND=($lN{*WFP|Ro%jRhnr~=3av?SAQKDqAi>Q{^7foKGZ!XNeIg^v3_{QbWE zyu083X1j_K835aP5egLBgpU>pd@6Dn&=L4U=`#Y+!$`fGlT1RwA|vVzuJ|+oEfePU z6{UQfe?;Ab;>Z4{E@D;jp;hpoZq#lnuB}8yM&1cnU0Cpg^CTTSm7hTCcuR#%sXgXx zlmAU@`#caVI{o-7Bk?OVjyzyG^m`RbP?4k+n}HV)m1yA61ESd+z3S`#)At2>)e>u$n&G2pGtf%( zEnER^mkgj!0jWfkqP5OIMwjQVH)>fb62}%~h8 z7{T`B(`#nj5%e!d_W`QZgaqA&S=hNKDOh{VJ*X6s)!1FB;`9Kd+&bVB5D>6y>HQ%M zD{Y30Nc)2+HUxMXjydUE@&2kWOfgpQ&t27tfl5Xi?{|4~?cSH~Oh}HN&{vG!UjeoV z2hw(?v`4HnwCl#>|EgrL!mBvZ?K4NKEJ$GKt7d7k6{Ekja(=*1OiKEwRlwc6`>Y*G zpfq>_LKUPz356nZ#>XnPpr?{M#{fBv1%?w55s@L$o4@PTI_hY-bqX}$xYG;J!fEDf z6aDXoX_~}x2k{&#QJgZyRi^!eK{kDy^OJIdAHI5N5@;fW=}gAP8EQPw48ViaJaGcsb{@PtxS)AX znd&n?fnV_XYB3}&qB<9uK-ndX;D61r7AkORKsJJLUxxHvvIfW3r@~@yRR6o+-6DeA zzdQ^6uM-)}g+|uivnwkWg-=m26M)pW)wS=#fpp2!(^EB$!MCj+J4TA@Be9>!Mb`grb)em6ky1obSy<(8@@Fi{df`4c;b6wraWFgEEg| zemLSnAa=+oX`ii(W7TiSZ^sBEJRkwMMS$twbll8b#;Gx(>9-{l6Mgl?{Y*9fB32(? zAH{EX!6xm11?SCmZ0}eD*UweDyu32ADSsaI%*N#d$T8|Fr;`@Y+R`Zik3w41pL1ct zTS87Q(8W9fB-Tk{9#kA>Gk>X(+5KHMuM?sLo1*eC8kOHQwG$6(BXGz#%qPl=^lQy7 zX@LFv1dd-Bi7ALZ+}aE_*-EH_mN)*=RX^F1yEoR9UPf<-YaL-iNK( zFN8)&NLc(;4=kX4;JvmNqsD)T>R9@@(QuwZNK!CL$0CL;7HPQF)0)3KuxZKvoanOm z?i~gemW$8=WyzU9F)|z{6ysP}(*p2<3aZ>kSn6>pSy?5)5*ZjUcAL=n);g^DL&iCwDfvEbC1t6oaE4R1#2=g$ZS&)JXXaPM)gqcjkXk(uVU zT|1&-RG2@7u`OhN{FKZy#_Y?rPpa}irueXaIVD%~;yzjTEO`|yJG!x4#|csKV|ZARzpP*K#sk^nbU5Q}?AM!XPn12YBxH~7XJ;zg z_{FyKg{KHsx>_HFdO^O&=&z4P+N3rY=>>Akj;@qaJp%QHGq^Xpz81kIWiTN!e2tQ- z^T(Wl4$`bWA<67F{<9K#!H*vyfYR@X{R9_`cj0AX$*fY}+}U7>iwsR@$Ar|)99 zIWp$ka||s?{KUQTI;^*p-k=Sl`Y1^p_JEj%aQulUXsJFWd|M>QzwBLm*X!_>BX$NZ zqqIPfG$@#UVA|UknYkT~TWk*3Iz7`UZYdtS{Xl&5+Iu+dsvzyGsgc#b*Q~eCf4J7Z z$O!5nrl{+#4b@MGmzQR37cZM$=92E1iKbe3#i>B{*XE>XgSlE4?z%jgqfhk@ zO)N)${pJzZ==Gv=r#%s}RIK(vnF?wh|NS;BMNxaahc^n=%g%(SNt~;9n6Lu1PHG}H0 z`a>>WsUiv_)I=q9?~ba!F$RWrZ!h*fOWfRuJsm~~3Ssb{R_zdz5W0<10n=a5e! zqqzfS#5n23J<%}s;X;#M{Mh(UYs1^sJ#625HoRrOAa3_1jedR3Ov z^ujTv_T^y*`j$ccmrt>iEp_e!*KoL>{c7LmTpJCr;}yQhZ7JsESFm~ufBS2)*s^vO zk`AfWtJ#9`O`uLAaC7ANvOyQrja`gMoA-@?P9zX`fb5-7^8?fgA9;q|yFLqXOgshJ z`BmlX15?S#PpeO!8cU0%^hj!cn5u=(c-W{z}wV7N0lUK`#ZVx`J~Y;0i15W@yFL- zBGC!kq385L=#d4`$)ux3O% zZzxxzgX3s?rF4YK70rYu=`jnvi1mc!6PE?)a`)=5&!24y1?yn`oLj-^?!M02Tr|^} zncY{Z&UXAkuVJ{|~O3RZa`XEbt`49B^^L7_Cv#%8d)J&sQxaP4SK%sfdlrk zp%mU=3*oJ2=oREcLpv+*0E+yXaL4FI5aBWCvLayqOAI)tqob1v9e`Mo9UX1$5v7;f zp{+x=aERodqT9bch5Gw?!s=x6=S!`$-o)^+&-lV4y`S5U5^dRy6v3hL)q!i$j%^T? z*qHp%dZHcWX&p9j7Q^-x%1DwfXUOInM0(QgXrcq_G#(%m3Omrq|I`e*Fk)Jev&6ytKyzGl$t; zZ3~ylS;;`$1dlS}JbKgOO=lGDVd-PpsOH13&o|e1Zd3LoITy-Xus)fEA?gR+L;GtQ zh<);qT5=b=eIgOH3c-Xa?NoOBF-NT1?_+O&J#qOlu5HhV)eu``cxSyThS&Q(Bd>cb zVZ&3kVNHe)>RF)Aj{jk9QNtL?iv>FC7EQ`?(EMWI;dN0&^>d((A%d&e%XLX}kf-;|HK-aZ#1`Zic9-ALF0E&%<^# zo!wgsW5WBw_)6~;rjng%aL#RQZ`)F>LN{hXvoO-$*JlxqTT)2YP)5_2 zFJDgFAb4s5Zjl=WX(L);^JmZ+ZiA32u|(*iUqY9fYE}FwqcnOV1fu$ULGBHHk?V8n zMmurYqNx$MW_Cwlt<%fr6uR6c`vZ`KlBG}D09A`0EO(#Ka#Q#-KV~}~Qv_|aLo8^4v__=PkLF;P` z$%A4^e%7J-n;R`}{lBU8^IeK_euvLt)nc*v9-1M!hZyD^T|G8I#LQb@QGQ$W@oCxb z0w@XN)ed|HzE-yj0Fw5lvs6;Rn0V6!dg)NWjmBkTBQJPMU)dfX>icB|K6Nuuvf+Wg zCSH^Pdfqw{j%g)Bn2_7~eP8t+CdV!N7o@Q$C72FnGLcAM(CS?7y?P9i$(m|N{Rl^?F!>N0C&>OYD}E zvwLFl3WoAeZ7t)=nLXeTI`RGL`}wcfR~ai+1%eJ-#L26qA7f9S!1fY2G>{m6;MP}S zK-6U$#aoTzKbQ9HSc><(hO}wt>Z*>8^1oUr22tX)_YKfLIsUq}B=PGM>Wa0&eSoJJ zU>dYE;Z>CF0V7pBo1e7w{I~UhZHuUcPxG(7)>Sl%V^n`|VPIsrnA|z`{w&KS_0IQS zYtHp%E~cHY+ps%sHe?go@Z)6COgw%eMv0fIKt!>!MK!Jz-Ia`6PotxtHo<3B#BC-} zh^-P3V%;#55l2qPWkj;iGq&qN;C80%SL%&MIcsB1z!+(PRqW#oR^P3?y>`GGRLji! z6#1N#G*N%UMEr%F`IB(7JZyID=&nr*9IM|fXyh0MOhPXKo=KeC`iRtB?5)3X{d#{L z%EVu+&;}xO8;G*lp`xGraNEy8MZpQZqEiUmvL02?RP4PP*wbfj66peO{`!*hiKBqX z=BWJebIg*8&WxAPVRfG*L8fwTSkteG~^=o5td}KRoA5d?Uzt}p97sRn(d>+f0VJkH1uLfDpibpWzM%=sO zzh1YK04afP74Ts6CV0k6_n|YHUs#`_&@BqK4Kg}$TNG(FDV+WB4Y~W?+%EHQE>OJC zpfS9GRN*6gK)}GKVGRGdM!uzOvvr)UF0)#*DTfVWG8)3x@BX&K=Q}6pHeA=JioPMA zJv^7P$CLRXY&=vD*)eb?yiZO_9TNLKy1cQXOB|!NC#mCjf9S@|-lDpn@>C>)8}NA5 z<}gNr)`g&bjzvGLy&l+s^wK5#T|y7%f&iNHtper zmWSt{8b&c>BgIC4y*OH7Wko~B6hK*aXa`}ASR333-)IHcsau4BU!#(l$8J%vmgFlK zU)ICv5o4+n?G^k8PSramLi{EA__}EiFg+2=Tk#bps#iM&gy5vaMMqqR$^TmedrBwb zj_}3CO14N-qC8R+k?og6AG9U=D8^GCsDZ;L%BeBgFhrt4-Ok>$>?{jXL0($fd#;X^ zvrj?pTrVvrpDgU;vi^*kO~`Wi%JajATPFP@2n@x-*uQuDj9sg3n;4=I40vHjI5Qga zj%Oq2i#2c7+l#hG?pJlfr~N<0X_w|;2;3zaIR4Y{#J{?L*;S@$Ia$Mh2HIi!2t$BR z(oR=<({C#^Y8xaC_(Wej2xa_W`zwywKI+XBArGce-L?tgR2LOQs9>_o4&^^Exx6L6 z@27N$r%qW~v-9!O>N3_J#NmDq+ZL87b{nn~9u9FgVc81DaQS?wwiB8ir*kFhJn`kN z(h+*ITlR~+;WCLYS|Wk5QJ&yOacMznsb-$S7o^$0E)yT4q54qm)T1`=&3rc-=LaJ^TaGv4a7@Aw>s*n7?4POZ16lzDDgU zUHoOBRBl6%a2KN`X+K!$vWJ+6M<$|Ma+6skyrh*8J=z6N^DmvABy%YuxM;wyd`4L; zPy*J{+O%}f^D`Nnc?!ULuXm6CUIblvIt6cN#(8X~MY7p&=AEwVKZ^rLgk0Z)!J5QA2MO{=ACK$z;Upk2- zR_t!L-v0p@m}18G`i43B)?K{zKHIkBG2Vg+53;`+MPFXA`eJO#x?gnCK!+=G!{t)l zUrax;eK7=94x`dbLVhy>Z^^tt{G184sCJ^38Y0C4k9Td3E>;I{(M5v62dz|VgTMi; zIBUx2Yxm^$Ps8+u%*xUp{le45D*3{Yi9x^mLCP3_7s^NSpA#-UyFm|aIS>Rx6EoNS zH+Ll~f422~_pkCRNEpIQZfRSlz{@r0<|v)peX!#;FLkIY+Gr)p9C~p4 zbB|%8eu{dZ(pGU>Pe3;5bcx#}tB1{fsL8(UL=2(EUWluG=dnmUV)`LUVt~}UR&fSkgbsk|zasTWM~bBf!Aa2NaYgs8=<$!z z133MY&6?MRg(oH!ES~Jg$6Yudy519$WS7+0|1K9~p;%a0Jcl$mw)r#F=ip8CAlQ#P9j|%2!Az={j7c5OHce-P7G6PPRh%h@MA<+d?=%>|)C)WD{TX z_V!Lg2Dtb`{V|3Izc+Mm$p4yFzIlu-^UtN82mtyM(Z}K9&$w#AU?06v8CN|P7TF~*d7e%)QcnFlkk~Kdg;>~wL`>=d$t%qL<$eiq`$H_B6=JRIfEM)Rw+PR(O18~n=ZIy!@yRn1admZ14(1~aeHH<; zRKCCSoF<>W19g`l_`VV!gmHctd3ckl6>zgqedPF6h-?*MQe=BzHxqW{88J}fmP6F_ z$5=XK?12RDEQimaYoEe_sL7?4dRO5eWU4~p;C~H*U9p1*Z_xjV7U=kWiKO_Emj00J2S;N_F27BZ^1U~Ml zr4Cb}en$Y{Xlk?W&iRVG#}uoTRuLn;d?U4db~stD9k$Agu_hj&BXas{lD9Dc3dn?I8Ko2gSzyg(lZcf-*E;AnRLZjdDaW6(-$0|_ofRS^!^ zF9`!YfbWOET4XK{C|nQmQox9TEEPTHf}KQhPV&T70aeJsL6H-{n6zWwcu^9^++b^Q zK}QZ_<1*S}2b)>wX1jgfSH2#_VdsmJmZ-~o%bY)7S-ny7FD<}p<`QVH@7$DRrFoG$ z&==IXEzF-gbFggOoz%ddTKTf#K7_-d^dV)}zE3BHQULbt?Aydm-*ILyav8$kY*u%o zr)E#;m@saWjaareIA^iY<$9K?`g7g975?x}yp&L1jq8rNdex-+e!@9jt<^8t3_0i%Pi5F>Y zchlw%QbgCf_i-L+Yp>%%S4EFs2Sc_jnI`RFDrE#zz0-m8?LSp-0vla3Uc;+-?b^eK z4-XCxnQI>GX*iToHj*4Sl8ghJ$isC5Ps>|ys`t7iAEZJiVhHHP42NqL73ozIgFW|C zGKGACB@=T;*Yq?!pIKKE&~01IxZD(%QU?iGT2NO8T%#C~dil-VNq8i}1EpL_rW{Xr zlr{6!9I_oC_1@+CmuTEn=TwRGq|v@gkGN0Udq3AZadTyElZc6BzC`z4ruR(1LU>%f7sfkKofmiwWA zojR&kvZ9gk_gMws71T;t=(c()oBanEwjo5vUiivfY#U*c37xDN1oSzeLVgC`(E16S zc%s7b$JNAm-m#;NM_xq$Gs;J3$F6B}ZjBSaLh*R9x_>(p_|$fXmf+Txrj{RXcMu8_ z?$~{FH$6#X_`2=lWM-CEoz3YDdXA>MZ<60Iyq2!28+w~ak;+;u5u3r=k!BtsS@JldDR3Cqmdi=fL3Lf9%77O>iSaB(? zw$TLJNi@PYG7;3B4}9MhKkju3xJ*g%)Zod3Z@BX{nlk0YH(8hTCs~|_zb799D zMqehK8ZEsQVsw7IDQgRzQ|w;u&%p z;bPSD7H<;2x(hhWl(eRHJ;H;-cmcI=NnUwpXF&*NPF%j-0^wZ*;P|>J5U;q~`zxSM zn>1m}_ErZ+NeS<)vNvgmN}oUb$AI@h&pEDUD>y=b#^2#L{QXB*CyE&+u4=^uCEwBG$--&|Pu!4fq{ z;M}l%lGQor)Pa7P%mJVK7M2!S3YJe#n@ycs9-~OVLEDCy_K4KrS_9GY5VDpfIy{C&)e5!5a1JN7ZU(N@sKLOjza9= z=Cd=EOBBKS6$kn^8Y5ilUK4%c0Uh@zGwXAmWz|X^!4&J%4PNmAWDNHusg}$icE*X< zf;~Sx?)2HL#F!29ySZ=i7&n`l`iX z(bKb(B6=Nxt~Mi4N%?+~)|ZhI2Z74x@9W$XzPR*7>-GTadoY1Kf)K z%-Wf+n;J`}`@^$*QZ`XDY+80Ya^WUHoWaqJdFWDZTzk>U6?OASu^smOPS!QlAZ$i} z=(g!jx>R{vma>C^Bt=6cyr|*m$p@8bl$_DJ`e{Men#V>6@6#a;JNJXAB^uwll?08l zoYJbKP39%{x5Xj%XhfWx71{h}A2Wl&%fd4}YEC%+)68KsXQEOZow#y}h()`6U!+Md zRXGGna`C;_udNX3NTu09(@Mhm_(sOIxuVghCtgdHX-!i~EW)yig4Xw01SX@?P`-0T z@Ve_1Z_H8ZNAI23Ev;n1lF|0krIPP=iU%A!e(bb(NaLni1qlWuP8!7)i!IaWkZ}jP z;kG4bYY-+&RB$wTy?+$e6i_lKjuD$tG&=<|$eO>z(q<%2{;s(1XZ*bQN6y_4t4{>b zLU1QXSsHM?V?;Af3?ywQwWyHnM1!@z#c2DCP3XR$?1*z?XTMr(TV(RK@At`A_ZMz@ z9ErR&XbsW8JjG|#341pjW0_18G*Jk`utS!`vg^&hr-<9V!A{8+aLqfys2{h_j$8}g z=-0B2^^38ms=ddP-JyIN?w3MKe&(V?)kvzN9`(qG+3wtZqe(<;XC9JYYjQ6~RL?$6 zacOT5TAW&W+wBSWM)I5^Els#aqPMoTcwDr^=c&aUbv1@F|0BxxXr=*BYclH zdm&AurYLHuaIRr{JoK_(23fE+!A1YfJKjkL^Ab6>@6&r9o!X51CXZ;(G+>W+tszQI zey)mUoknGveC>8h%(&xCqy2#ogZry^=%uHKRv$EnAGb|)b2m~q_#4k}zURG$`20vm zy5teUMEm%s^SV(YW7Pm_ZOPhqW_t^5M5*gAPf>k&EBV7yYOhp-{HIBe8;-dzKjRX6 zGG%gh()psiw?WxRF9I`WQ`na%B!YssH*+8H@kax{+J5p^ta{5^xhr4zGVkNN*DYe~ zr4qar7uo4j~Ma3iAMP z^kgr!y4%}$c_K8v1gvF*K&KCX^{dMCl?Fb!1TMcT<&;J1gciCFL|L`QlVb+pf3Ovv z^=*3TV^Re|NnS{0w3~05$_wx84-3F?W7o!%FTtmMz)^zhM_%u?FF<~TP*62*HY~CU zMj}H;8$4>Od9oci+W0h&H4N`Ke&+)v%CQ(3Ohk*s;#DFp%!>(gtGp)MkAsy*$U@eN z?;$FmV$#RRNK21m%9I_wrN$plp9!)S|Nh1HR`6}4BcnpcR5@a4OYo-*GChqQU;0+v zXCps?{Z3xn@CebpxY;|8>sKGr(Q9dF z7brO6y|xp39xBr4LU#(@&K!;G@ByJ_j|bt>2=l(9H%r(ZpDuOV3mMZx<0kO=%agYD zlAp7emRhK_g6*_LXXUq8_Cq#3n_@oj^JLm84WI|xZZ$vR5TtvV&d;7^L!gVBt>U3P zE8oSB_uinJ%dupyMC^b@>mc=`<|S|Crf=sb4D(}>~ zV>TWHq^UPdD08MY2+k1}CDEDddTge~ujK(Eoq2%~*E;7!dCsD{PC5DP4b`jPfPpmt20z9tdo*!%KdxCB zXs~KpBvo5j>_OLMA?ZbEb~xE8B5|^LrIYhx-=wb)mhjabx+&7w#IiWwy(_>hrr~aa zBKk3nm_Gg@?eXr4$k8a-3t@(qodgnmOK4ryV?w&rb?TNKvEUUbtf zGdKEq+I5LVljm+a9%gL#$H#)vM+t*#c^GQf+_mo$BiF??3NJ&br`wpq_5eBrr*Mo zzNA^8;n!`bz}T^;_#2W#B5tS>sqltm_WI4IJ9Vpo1zKrR&&q?o&y} zaEU})9}#jAuCZ~$3%)TT@7s*a&hhGElww_pS@ADITIEm0pe$QtF>LZetNhWHG{`&e z$cC38%1U|?-VwQJTZhQ8xs`OODA!{0F5O8z=&sDfOrKRxZi!CK@B}rPC_Sdk8}oKY z8W>A)Je#W0k{YT5RO?yzZK;nb1BzMO&b-T6Ejt0@vuA7{jB&4>P0z{j61Xirr&XwH zb|@%OyU?<8LuiQ!Q^;O=PS0HS%l6MYL*vLLmV&!3?gzpojN!)%4J+SU?UD&^j>INL zUq+m68Tc&;_Bd6{&;9izWeE=_4q0~hn)Au0^YnN--jYtHoRsMy<6nB3H)Pg@eJa=P z$yh)r#B{&L6+xmGn3G?kCE_Q#?|B~gJZ!(&fJQN$hVxty%dO_T^b+nyUI5L5l_2cm z$-$t``#g1y(#O5scVy-}=DmSA!tc=vw`)5*(`IAH=k<-Ix>Ilg*ykHaqkbB;rsTEIF~excLXhYuwJJtmsjCu@Al)~xvH>(^76e4^iK z=0(s`;};!1AbN(m8KzCE@;5-UaS^TN@TXY9A^DCn_;j6b9h)cM&P{^~X*)dGo0rMF)a16{ru(ZpkuiHr!*tS3GG5aii1sbv z*UgCgKEp8xss8GT=VF97IP%Z$)x7Rw_V)|u5@KCMx3&tDu18!Dx=1_o;6hT;OkG^S zf*oc}-sF4pWk{O;JX$u+f$~|Qm8v@ru;}Kc?Gh6zO$GU)%^rMTd9vI$5@R#vbab6A zv4Z*)Z^@oT=%x~hyo`#cA(fOmY9Q6yjCtQN%(HU|98@%NTZOpj^>nblkTuXVP zj;{ZBo!2V$N%R*J4AHK{XFuz`3QPB>X748VyGRa`cTnsaQr7)4*ONMprgtwk*X1F@ ze;;uC9?_KW*HZ7Z4YYZ&+h|HBGwx$bqmK*>Zq^ZI^rLMPFYi>8YpSx zTUl8-8QrQA(|rT+O|`xo*9k`!>1C^^ee3!RKEFQcO3iKCP}1-@M6dv|pMg5~?m^RQ z$$je1Hh<1i`Pgt0F4eBraZHNp9iih{8hDs8b@7I6aSn<(2TS~ACRQCBAY zX=q;{sf>$spJ%spqoCx~I-yzH5{yk#`EC4XWkA#lu?#wkINxr2`vBPYur%&`<7P2& zMRRR@gHbExo1tjB1curL@;M1Tiz2001o0YE#6k$EwaU3kTuz0>_JuH~-q&em(tI#0 z!M4>p2w->`lfQVDVUo+ZSZ)$qG?N<1qjz||UV2fh{MSPQkbn~I(YKrjlegYxo*z@f zpI-5eKCPLbI{KB=K&@w#@d!osrCw-UTcK%>akQ`g7xc=CHkFOK>>R5Bc=>kGh-evR zbjs)pZ5Qjvv!c-Kxa$HIPT`@X#QRE)vpN<_8aGXrsre91lt?U6hu*8AskAWd4#5|I0#42w}`eFP8w-+#J@S#!;+= zse@s~%}*GKk$#=W|BtM*0IGUx-?ktqA<~@&NOz}{B2rS)-E0~OX%LVWkZuqVHr?GJ zjpU}gTN(tuwLRy&-+ABvjN>q)v)R8`Ydvv4*PT`$yiI+auD#b*6S+|J?85amN&sVt zhmVqX`-CFi2!w1L#tccQxIz-vaTq~yp!U#rU42%VZ zr1|f4boNX4x${SDs8LEZ(B5&1PU1aC5p;3bB67qlWeyOz+I;4KFqAIkJL!n0Qxb-A zE^qnjw!-%*b}(&C>Ka8G+dC_p+BDmS23W3IpjhN5-{nN$B>9{^amkbJTY5`CCN3HS ztyJl>e&<3Cb;+CEi{C(r^XjwMdjd57A4!N5{FQ3l`vtc8l*aIsFAN?3T+OPpz~k7&8c080^|w0&KBY;$kGFV8_Ga+%2NIPHR^j47 zLH;5J4a4Tgvt9E~!m5=>Q)MD0_;~(y&5u$y953`OnW{ur)RZd6f{GQu;tzQ|IKL^Ru>GFUoek?7WgJ*EuJ(*-PC-nqlm>T|MA zKWelkuTJy?eX>R}AJpq`{UUKFZPQ?t+-132x_Dk2t)1b`ht`cy29x0!sgpt@+)z6a z^oWN`{02wvG31+1_VFMO5W^Cc4kVFNu%}JIK`{7u8emk03IkOE*4=zi zzRhV{J7-7p&8oY z>>_LCu`Z-0)1DU2O!;Q7?_(OKvn$KMwG#nn>4oGIL~}`RS5|%!rO+1l7hYuwgKRE3 z9MxS~c+c|OiDp8N-Pc73&^4I0M=j*0<=3fS=0f;m%k`ob*24MTDlTz7KW+{}MwhsB zrpnlnLF>LC^QpCYf1G-BE?(NlP~5P5!X9EjWpeA}m!`C?o^Y3YEZmvaKf_PZIKMAE zVt)ga7cw-*m|QO)$S($w1fw^%=olvn!fVx<$WUsH%D2CLH$EK>_>tCk|2%XGGR<@I zt5?XyXxjSt7NoCf{%hapeP0rLs9qnj3fGi@R3x$4-9WvJJEg+dAI0?K*XJlW+& ze9!pC+lpvInVkrymKU^b1#j7~7~V$&ba*WCk1>Vv-B>II7K*wUE@6-E2WOJLsw$|` zR#Y|`u-a>NV2%j#O%cINy+31Y<(B&FwYvv_t2 zvu&k^G?_0EG&M>2FG^%Fw4Hga(F|#smw!#D;Uv~)wFLM^kn!2;f#FP(cU2;pYJuFb zc%}-o?X^n&LrEJzwcC1VVoBGh8hf1v2$Je)%M_{)IwHP>6H^8V161HTZ;32Ew8N#n z#Wj*{qn%2VX2tw{UlJ-!o=c+@Uu{QPb)_tSpDppNkyr~F8iZD-Y+9Nx__OtCY37&U zHhKyk3co-~Pu|u}rX$>iZ)TsLvN9luPLiROTwu8XSKReiEPNYTSueXHv7tQiKUOY> z9BP2_$pm5~`4io$m{0dDnQ`Tmfg8tz1=GVnd12iUvMA&clwKl!Pcb98!%ab1KIi>`EPac}k2xi+me1q2;N$x=(%h?>L z71s7+?lo)WyAOD_wl$a2Joi#Ts4Lgn@ZF&u-?Y0nq=t;#k9>n!-)!L5nU$Qd3)!WE zOS)Sv4v>_tM;&**^ZKL{*7bwmZa===X}W_8$gH{3MC#rhHNeMKKzowLe~akVj42wi zt4I3ZtsQxg)0P;_*99)pf(Fl!VfMSAmmjHHt__0CVY0rRGSwF4kub6ZFWUyp@H;pA zsp0VexgJKbNY*E{Cl&6BNbwAYPpFPx0`0GyqD1T$Ge*7*-cD1;O7p3*?4B%D;7XGB zWZMJVHsRioq^Hd&all=CV6)0_YwW`0?>Lz2?gjtdP}}Qu0d+`E^4=bjLjjz|KT7i* zxfIRM#&jlpC+fbW-PRO26Ub^)AGs^Eveca5LAp;iF@A<}?T4QR>rIc2e|cfbeLUjz znk9WE*G)7oX=>*ttPg#L?B?>-vlVGvk>Bl4u|er4CS2daic~2 znPPaWs*<+JJ{JpyOFHMgN5P1!9Iw{-YAuxZJ#8HJ;BaYI>G;UjaU{|0C^qB})xkn@ z{JXpGBWtCJ{i5R=f~1!9glp+cNn@5!_5F|*bnbW9aUQ2j_GU`uU(CJMw&MwGFk4N% zF0*tJ8q|b1?cRP*t3qBGr*v1yj(@=&`Web9C%+NW_0M!-o~*Y)02rTc7i`#Q=S0H; z0Wiv^%!k2vV0POuK(tTk?U!X<=AtBp4+6*}jyZZEG<80_RTCK~{>%7PD4A4kXlQbq zQevX_p`tDbvJ86spNEgS>^t>G;xX5OQo~X;+vSr}bSx||lfwF$rvhh((`&6%-^cR} zBjf&v&lq@3gB2N<9+Gq8ILJBzHUpv_P)6w`(S=Y}_Xrm?@a5bKbg0tuBm=Mv1*z8B zsE0FTY_!XZ2Y5f!B0)B5@A&bXcsLhfx7CP2LUKG&c|P6+$#vE-Q8cEXha*!dz858M zU9>aF820aueTowvXOIiVfTuJC-br+Ry5|?p3t4i6>IpDfcaxys$!{Qq2Q^MIy+fb* z@Dug3ekE3UmE~TvRSqneu6EFHS22mDUiG=1d#7Y2N@SY8mAaUqu zT(N-}(~O-7dhVn%S=Zq-{yVzjJx|}#SrMd3L!UOj@|9bIs^f#nj3O9DN9tr7{I-*HpY`2eIDXiisg z^gMkL+0l$WzP|cL3(ynaU8ZHGH76(b6lp#8f=r-xW?7g{Sx-3hQoPRTkYg1VJU4D< zUfci1oB5FOfzjLN>-DYx?qac-Pc)*z{KSqJ1SH7iypfl}w@gxUtZ7zjUWKPHPgcIp z;GQYnk2>7&^@`^X!)=Z;{CH2)r>9w1|3`ulgGJn+C1DqDcuHmhXt=Z;$ROSFm(Y>m6+K#J?M4$-jQH)3zizWH151reKdVPP<`g0!e7)t%w?t}> zyz@AvUFWWEy^&`+u6sDJFCkWjPq2)LE!2>8i^81^P5mCI|E|zvgj1Ke7OBuREM%9d zb8U*@HQ2jRy+0#W<>uku+>Y0=eE+ysuq@N6ubi4_o#Cv;0w#JtNmX0whb0b1d>wXB|N`3#JAS9H@5wFyU(BJXL>Wz)AwfgK38QwazCgr zK_{5krJS;<(B*e$BTKtVZmU0~Cw)!Q?P5Cgj+0^8xPwvkH#ttg!hLbJdC?Pg$cDZn z%K>AXIw@XoAKRpCTe*XJlER*HhstkK`+2Q{YT9Lgdsj%?9rX)8JK-ymM7$mw=UR12 zvH)HAv{s-1-@VRpklk5^kJJIRuLy_WP>&9N;2RIIlO~jJObEgJmyO-uSdnx8Y5q`y zk@!->?qsBOchO?YAHP<*fv_U5D#K5Ne+AxY^3E_BRYMlb-L*#7FCg4bjpUq_$a$G>sJ*F znf-iK*Uy&;*MH_ErrodlYG57eTG!IjvI?0uS6}a<)zb6)ENO#^|1!sAMT2b)H~o76 zQyLJR8h?tcwm5Qx_GlDwO|bXa8AzMeGX{7p`aBGsAv&%?#c%J@jp!_JXVydRG=5XN z|LyvId>b4XwM3~Y{7E0V0>9v!fp3bg9I?iEFPe_dw>WD>mU`L zm-+Q7jK>_(zU9)|cP1(`{LA1%Rn!iFW%F%}^hM$)RGoR-vdm4@7{Ue@Q)667ibuh! zFr6T==!;gi(ax?T1gdDZps-dukMNj5YB*up{&Q*Uk_#PT`tq%+hYsCYsRkl-SD-`L zG=?3qbrR~cX-%3g-*Dan94P2Ej+y`+qn1xk$y3SY4*ZE%F3GgJi%rp*k}YX81@e-)6sz0T#WBJ*ZIGga?$ecBxW*9#*aTEAeQM55|^=3?joyksc=aBLHjMO?T=l!DIO%ifvLmX|4FjU1&@(vZn zmh%(4{J9qJIiT1Ivk~QvA(EGn*x!^Pj=L`!(c@bJ?meU>2n8YD+&J^T@SgJLQ41B#7!M^J%3(;L+pzdBBN@C0Gp;rJxPB( z>-)CY1;&1h`G(p?+ip8jNGY!Fp+OL)btTKX|K`0mH|r{{H{oDpP0Xnek%r8_dZ=aM9QzebpKe#*ItYX=`!@(Xsd$Ce7!6;S+i>r0IY{p7)I3qPyn#Wbw2{tU%&KB0@5#5Bm6cF z&zD%qMBI=sg@hCuC9Es*Rk1*6MqE|n$2Y1?;c{C`*2fP%t&EHlDKjnyT^S!QdvT#> z*y?Q1!|)&!&AWUd2*-~zEVB&ae=-dA-m1<>@3CbYQE0sWqo4%CTykcX?` z$7@7%HH#Q*HZ*it8Tch@Q7hqwa)oTQqik7=f!+Q=9&ZaeRCS!&nz#i8XHood9G*!t zHT6s}<2pC+8C`31U*n^h!I*=?-=HG7;##gtn#84G z?eKsoS^K2vRkE)sXsQOTyCd1gq$BTW>Zh@w3vPQLvcH3BIf!ql-X-MbgxO?r-oKFL5zhG+&E?#Mr>zq*k z0v;`=`I()-U{{9>n{3`Ca`K%0#yf z3y*>PFC7yqe9zI`QU1|UYCUOD9aC+UGUyv+^AjV{VJW-UhyMc6I)o{8D{+Si&vEqf z8DHzQR2`y{8gLWROr#-zyL`BMgAr#Oy?F~@Z~IDZMLIHCGR&HyU*K26h6n*I`vJa) zi|4VR^CL8Cwa+nX!}^~#*vUICr&g|hH$z25ku|?Duu~$Wz8I5L=vd2F!e}m5PnHH> zPZzZG-(YF|{>{+I1$n(q1mTmMWFrVK!-`rM=m#rU2*eGyb4#ZT4w&Jszc+wW)h^4C z!`Ck>uImE7c!qcZSBM;<*3*mIh32_**z(JpZZ@tZ95?Q8vtlksb~LK>bk;eYB;oJ9 z6CQp5P>Xj97=o8Yhk`Hwr$EF05sh{HJtKT78(z9cD`8Kp-bFJ!&ML>7(FIJ*jYg)! zp@d_ijp6N}>y#ZglJ~{h-HR5+d+ncZ?wA#XZm0Z^&&S2XN%MbGhCgiEP(+$9w6t96 z<;5iq)BP=uMd1M2Fm!&iQ;@wmlgniGeNMuxte-g&`p45phfp;qdZL))^{y;q2vb^H zX6Dg|s!e}=@nb>j&z8dcE{`M~)+D?h+F``)jcgGAu3I%t7WV8%S%b&2`=Z{=dNPl7 z8$XUKqcZ64P;^WF!J7GKVwY%9xXN1iBXRSaf?X&|-21%HkwuD@mNgy9f-X+0wsZgn z4afMa8rQEJwe+-%nql8IlChnco zt3b@E2lDiASF!rHrIn0n=H*r{_P&PMc}U&8sv<%7ke>rdg?&oDTxAAbDhk}N7f;D& zW;Cs~qe;j$VdYdMfNj#HG81#`zY&}DvK~nMi8xGT6zka!Mk|vBWjJLrP}rL`88gCw zRr6y25U~3g629p;TJ7t_aKR&P$KivA3i&<^Ff`F~+&X%5(JwdG%*H%SIpWhqPDIgH z2h1%`|IWz&%F6+uK+2m*3C7%OznO99UkEXG(+2eymHSK>KR4@X-+I)5J}fTK_NMAYZ=nEb+Xj zw6T3A9D;XhRP-CC62s%PZlrWoAy>bD&?)yOkqY&8SGs?68bxrQFCeg=m8u!!cgKk{ zDAJd(+6blxm<&#{No?7C<+kF!xNLeBD=kn9bVY*u;zi>ba!qfKL!+z9V*ld4)i5BL z45eCWk-Z8f(qCvs;&xtBFw1@Vr3e)+Dce#fJ+Pt#JgVa%mE6RRdyx5tDHJj?KPy>S z;;I}nkPj7ipemu?89 ztLuTA9`sCo@=)g=X3?lX0g6U>b;$?!0!H9`E1E`7aLp_YrC5Mvd<4PVI+nKx0Mc5M2j$ zAX^pNC&Z5mR0*;Lt$axzXj`DI{RpS=KhCmmnq9BNzkPDp8+rd0`~7ga*qiGz!?UYQ zI0~Z79rfDM<8CJ6=v-MeVU`=Z%J=%lj+vcA+~R9>h)aP#w88?Tcz24``hvB>WlB4FsDi;XvL@ti{Q%ijo*eF_Br$wPz(nh_eJrVoV`GX5sf6=CT; zK_W+Vkq6FwuZKHV-MK6Ik zh<5sm8d(Aie+KC}GU$?V9e1B<=-4u1)s`7cj{kO580w?xfF~oCrKN}UWIlxX9qJ@Q zyzV$`lZHo$es2fU3m+bNjrUGXYP++;K3mp(WeCsYOQCFNKAF<`-FWdDua?5FpaBk7 z+ZXq~Bv^lcQR3$@799+R36KGngLX5S6%ZP)muCk76&x6a+RUmNu;ktBc>HyBq+o0T z__g?f|N0|b0+BR@9R5iXR8PS1WNN+fq(opq-q6kqkumlPE?_Lt7hh3U0+Le!ZZp8j zZ0%x$1qWKS;Xk#_Mg0vhOfG;eBJ| zrB0=BUtatffM)(@VM!GuZB85lqW{9!!3Ai`bx1sXoiLV4dCi1L%#LLF+waKjB`poN zt=!|r<{?bkkk#&X>X7)1lFrfDtXngs%o1(e_DL|9`1C>=FCYI$SdPDyShA3Q92O37 zm|@&A))rB%!{fE3~a48siA1I^w`z;^1t zQ}=M%8lisHqz>Giqh@~ot>dnK4ai2r!wS!?s>BeJW(@Nyf%ave(dQEqx1%YOM#W~z zTx1muqO;GvxwK8+6(TTo&ms8`Oq^jLI&vE56asr07k~&k*kq2!<@LI4@JIq61vE zY%-8>Uw}~-a~%(!4`+lf=L1VMtF|kBmtHQ1y!jh_VS~mY#AIxxr9_R_w72gYsHS7e zP_2oQ29vu%EctGRfklJhl)ac7z1f$^l$mPN;<--YyZNTwG@lHBQz3{ZRe2ptS{y#N z6R4r%I$Wq_cida#KzQ{2kgtMX6(tN^V5VNN;#lE0XY=kNs|E*K|H_{Me8<_qKX@u& z%*{F^RvOBHDF7#A$$tzZ;X;Ftz0-N;tCePY7`V6mO}vrPMnpx0)Vx+5+HvFkFl7mc zK@?#x-Z+4kdosa%xhW=WL;|oCQtqX_EB6mGJoF5H%I=TyjR*03-mTc~RmC!JRBy-% zmoGZ};ups771AfAx5CfB^p6l9d>s7G;sc~jlXBp(K3ZPyVwd#ed7Sy# zglBQvN!T1>#4@eV=Uq|`x z5jBZWn02tUTXdnC041C5OA~0_24<ZIJyx2L&0> zRv8w(0C}6TJJ<@x>Fm0bF&R=4hRc0be}Ys^y3~-Uu*h^E5m|UOV^j`!6&(T=;|o4r zra#xaF9S9Luy)~GSh@DEEnO)QiCr{^2_P94bSc~*0@Su20B5|8m@#D{g$T5RwObVV zz>G5eI8Y2}gwzN8=)?5A08RrL5sUyv$3uJ`o|~!lz}ev>fL*o=t}?ow=CYY5ld1c^ ztG*nE=wzO^KZzezghlJ~+1?E4BhtZ7`jrP4c6-!4h?Hn$BYI1&PGAXgA5bxeTp*8ui2&#W*0J^JsLK}gmOrxOzx zCpCbGAp<}p!LBNjth%vt#1IXT7sDV_VAQS~GoJ#uMtErPN>F@~iyJ1b6#UcrETWXAcU}V{(3@p?0<7Jk4rmPk`&}n{u*8W&q;^n zGxi*d0N+m}mZ_E0rol(p<4O;FL&MdgXBSnH+PQP#Q#&F2I<7wpwY1(cR0U5vojna0 zXO5WV(Wup`bs}f668g+`3QdRXYnhPVrSe5o`eYC(R6dgaI8Bc+`M}@6N`dIrWZq{% z3Og%3n8|ii?ngs~NoKX16~u@8okla5Q|^5t3Vd{W=Luz>)!uFdSG(uaXZ(tiFp$4If>3m07TMd9vv=_Tq$rzS_^{1IuRP7*W zI7dDUl$H7pzdJrBue=Aj@GyZz;=K8$eaRb}*NQ9nKA~^*0J(XcWSDL9^N#~MuxmRb zUY{Sl2IBeToYre7cpiL>^0F&KMo60%y<&vjdd^R(KFReFu^XYN7O3ejWDCm&jmiV; zA<%Q1O;^zUA4DZ6U6{Op<1c^*?n5?X`o+LExC&X)_ySRMf#F$ZgJheUbc1s~nF;v0 zVu#j^y>f^NaK7D6C4KsxcrHsd2~}HYMxt&`pF-{nHMGt+FIzmHx&8%9M#W4Gpn%t&Mm0Az32=%eZZV^iQe zeg~^3ydc}Ti&(Kqnt}xIrA6?iF$Cddj|2_3W{~k`Y(DR4R@~C+Esc7-`r=8Br6K^7q;T9ucsWH&++cDfwEA z#ny#N5(u}Sa0Jh{*~`mO)hb&B_G{Yr-XcL{jqgtj_w1zi}e|3)6n2An04KZpL3-l3;e&}q|Doz3aDrqsMx2v%~~ z2Y?n(FaWX*Y(w9HT0-(9Q->n3k>=3g%odsi)8r}A{1b+A^!;!+sHxx{WJZ%V7le?5 zMFa&2topuacv82iA1)5{H?G4|hJ?S)RG3EtVH{sIb#_H%86m*?>-5UHZC*#4KkJATt*0y*D4t`bjq252}mv!^0FA-lkgO_?aFIyOmc7=%TmR%+~MS4VPWqeLS-(6&G40z+>`F)5O3M=T4fo$e_PoJYPVS1&V)JCBQzOp ziEN*2Cy|`Iw6Dh}ylUaO(H@am8y^&FsY7w4LHv{yd!s;q6&(Qz~!o4Ky{ZY!K=X`n^>>ZJ|fX<=K5> z2z_AKt`P-$sLPFmi+c)kMSiwBc~{PG>@YYCuO&97n%fq4Qi z%*fIF-hj%O=@Navx$ZucftpE z9`$bw2_^VRgWD6 z^Rzfz_MGrBd$X?TY2N#nu$f<5OLlZY)NaxPsu<@%y&fT+d*jFv8Kpd*HRnFXC+JyMl3#E>T^M>GX= zUjw&AL3KTl7nU9TBw&>hK!LfetJE7T8c4pPbf!7KSvhr7>HNJV=Qz{E%jN12RIY9I zr5R{KpU-)~?jgwI@M`*FqASfbV-usSIwDwBS{9m(KGu*}JArN|9gEDIZv#!0C~#cq zQ^kS~!u>BbX_Kh_(E?2J?UnljvZTolnSE~$*yrF*3T5mP6ZG`PYH##*POT_IS^vKo zL~t)9bPN7-3ON&Nzd@&T*Mkjl)tGruxQ{` z?@fGRfYv^?z~nheWR;|@Dx54X_lgqAGv?_`b6G~EpEz6>rwT-c1uCDl+5md+IGBcV zG_?^GLT`rwTkvX7K0Hdh22eruGo<9o>#C@&3FcnaUWz*}z>MPq>P?~_cUhwus=rlvVu(Y~;-;5z5a z{b&daR&pJm*jzuBAk%~BT5+-#s*Wj7kD_E2c^e`1|UM;OSi6BdQg2|-Av&5^VK%YL2Rs=4#YEusGHDeC#;g% z4nqG?Q|UzrLJ|PoCu39fjkOLL=7Mx`Xz%!e+r14ySLBU&b}^WP1aaTcC|CTqQCtlY zqUuyDg<8qNo+xtt7G#{^7Xf`iKF@sSG=jZOxo(i>tp-utxBQ3BmY~;Mqzh(EK3JE4 z5oSxtL-2<3FOh@OYLyWIJr@?JO3+d+%}z|NiflPuVJ_#o{%cK%K{Lhb4kU%5XR8U7 zX7FN9@^-swUe_xyH**4364dNxW|8)uTdyxNdh&$A#90p_o36)c48PN^%ixy!51XDS zYPm{M^j+9_@k0uimZ|x0(}iL%HunNLVF>54D$P_`&4rutxP!s(@87;X{{V^}S$L2@ zaDKXkdLvuzy460Q#+>rWW5ll!E&73pT>_WxMD8 zzaAxK32bP|yc^h|B==TN@x2Ns+ft>T5w2IOP#>-3gTu~G zY?O9Y~=bCeLg1rqWcB4g=lf1aV+RI7V1QdDS_tF-$2=3<`hKFRu&JBR|aGDm8DF`wn*?|r7w zJBKZ&R80%QpSg1uzc-v1o*A56T%48>sG5>K+lS`V7unwNEp7#oa&8shHL*BY#rR&; zSYlwLG>WI)Qbg`+F?}7~ON`=Mvu7VV#sZPH;L3wS6-F7&fkVN^-8m>O$=*V|dV3!f zA0UuM)Jw?F-bVyT`@wcv^FWoD#`Q!?_7dj_t6v}~?9oWi2?cwP1t@f?J0r62E7l>9 z)_a4*@rz0s{24ZElD8=S`=naTMA!N-t|BK819l-xP|PB{aZiRHw(>0+L28ou0A*$l zEN$W-z7v^)`Q2*Yhd$;{=Bw=ZrWwFzd$~Z_JXcW;Y^FnMnvRYY$F0dil2%Np%=NqM zz!GGyA%9hiomCF_b)qDTgEc^q>AIC2H(N!ex1w%C482giN?5%+h-Lip`mL^9kyv!( zyPZydeiz1{Qx)whom@5ID%ulXK2QwhUbX^6nR=C1rn5~zZdwQ01mK=|fa#$BD2wIw|+!D>aWbOO}siwJG?<8JC9p}m@>kMYx- zwD|;F=y?iKFJBSCXda@&8U>+;kxpv$n3mVAFIz~F_G>pNstLHyJgd2DA0gRCwM;d= zzdP`{Qvzk{vJb?71MuP6xlm%cpGn{_Z0Q*LRH~-y{rYi`Mv*b-sZ@Dh@9`i%d-LdGT(s)ls$ljND1SxBuPSOt#T{OVeDQk%e_ zkGuY=F-H5%dB0XB8|{IKOA#c#9Jzq0RA@EQ={GnN<)8`=5a+4%RCq!4ZcPIXfz+lZ zzo|N)+@lx(;6p($5CG}C0A?G>`PFpK01zRsZUDr;bKYSwOsU*fi3L%zy(LlWsyVYD z1o@vE>wvDdb8jab5{ zgA$BL9D8rhOImA9F3uumINjxHcKR$A%nA@)9d@*0OcPZYXe}!p)k_<;n6DE7 zc1YAglr_;4%FYk1&)6TbTLlGwxOIC84gPp?#XgwUcb0OH?{d5^q~hqcvbs31 zWoWhf&MGW;JpBIA$J0P2Q}>(Job0jl*kANS{cfCdAu;VdB~=}{)zp>J!C=s~Z;8S1 z3gtOEJh3xxPGU!a9S;5oLNvYBvD!?4%vKWtm|a~kX!+<$4|hJ z(Z=TZ9mwr0erEbxVyMQL0-$2u?_YgzLwmADZkh=AE)fBuoL}n$P!MIcTJa!qZ)C*_ z&BSg;&pz#KV}$D3B=5h$B$FM(zfV|8-_KcF;N9d}P-NMx9k_ft_6g(4a3zBye0=|x z!M2whatx|~TTHw<^lYc~=f1q(ds>`tIVx!U-B;FII@JWq9BJ0+AB~TD)|K5_#7s${ zI^}CAIlWRjA9||VxA~k3HOGPTOmo`F$-vrpmb$q=(p9cy+XE0lw0Q#Pw{z0(*;)q` zK&wiwr7{U?F-HWbpCaMkhvJh^RsCZ?-tR*7A*0q4C3G{R-Xr3&_-b9d7K^SEs4`Yn zGI;q29hQ9H#{tUtjZGKJA;)~O;q%-|2uU~B=K_S&Bhvr-s&gPSDwMmOTjyH9IseJI z`2dNwE%>t^{>Ed2LRFwrXYbIEypwnqkdN|t9>G;Ta38Dci6ywNV5;kS0$DRR0X&p4 zQiew(MhDTqeSg=b}S+Hq!n;K@MftAd&T#a4-aNtqJ7h}r7 z&yHJEYN%ORLCj%d1dwr_^^W(sabL)d0UNJ5X^1*1)pc4KvK7(4gAs5m_7NwlFTnQe z(8dW|8%ov(l5zp)F%OKDOUuZ7LI?Y;REu?k#u`2P>_9T#sHLj4aRF#aeh1;CE*NQa zo*=+m^~C*YNzf+-Pnyb6VCUzc9eJ~Gcat{r9u?*?KeN_(z-@U#S)UxFLZA4)`Mg=t z({#(s<#)%MQ<7>q4%KhMY7l&L;hKe;ykDd5YpisWg|CIg4DV*wESA2O4H!=+&fcq26(m?lufoNoA4)%g=YcQ8o2}(GjkbQ`uRVL%6 z6R-$1a!E^W(g*Rz^|}#dR49eebfqdHH{VSehu6P%?V5N*;F;)2RQZAzh<&nv40j8d z$0`EzH|@qymi0?MZjkDPzXVJxBY8y)`Ck)-nr?#~Wo9%WT(zlcu{$KKAH^d8Wrg>tx!3qOa^ag&VKh39414 ztL6%X;}{~E-AKCW+a$=}D1c;kcF=Xv%r{^Fb#n6(+gdcKzL+sbpB!qw-Tdw&WR~AF z?O{^v$j%XSD60fQgH1PKkgps_08ZmcsxS5Zn~oic@u?f}Vjm7))^(a0BHJi|n~v`EXHG1(Xg5D*haZ|5_&B&|sKpOqx|=AXrZ!+{-zJA1LxZu(Z90>kY2Q zVgdIMg{clfEo%pqu*QIirm-mApOUZlISSmyus2Plx!}YTl+wC5ijUA2tR~`>R3M5b zW-)qb8|VrbJ~bTlLt{+Q@(XAA&@V6VI0#NUeWir%_Gn%_I=0&&DWj5`))!3@1(Pki zzEYEY@PPW6-HYTK2xq|;U8S_|ary-d6O_ui@1R;UcQ+#{^eU{Zb2s%KO&aCzDTfCt z(afc~Ezks*Y79k_ZWpXaG6(XQN@E|@NN2Z?h&a`~Fufmv^GzZCxG!eBVo!hC|=XtZ0#vv-9&wFzc=ij5dCN%Kby6qUPI=F-)4O zPKI#u)QJy%xdd1@EzU><_F+Ot*Pta?%fv6ADhP)6zcZS(ACmcips(&=RK;2}%3)wX zHK6l!zEK6wR%0#k>mJi{!zW2!f988)gMwv6F9DkJZA0w`!J}^zuPDaBLx@6FgTT1S zNn>o$dt|n><-_RLhOkDq5R!^Nj;S77=x^=MtPW6v42B!gVPoXJ?Ax6phLAipGYaI5 zBPE&Ns7!NCYK=`=xfdPLgH8vP#hG$p(%;-5+%*-5pcddrKl-ikscqFmK1LY_5KZJp zd`BITj)Bk*kOXNL-q-1Bd zXgTR;>$}6R9h~{cjYb|rjU3+YwQbKAROI717fU%@NqcF#DV%#HYRJ+&!@<d4c8Ia1)!n#Z=JosnWbZ+#a!nanYuW~l0 zO=h1}j%B{eIGzp+E0?Ew@_J9M7tB0-P&unYS+)!(KMds}sgSjH@dj7PZtXPLgKETYN){8lbh+nm1Ri&6 znf*q+T#FigocD5mc7yAvQ!|rGuh*n7m^X3XGaLQEcJ)S)?X)b@oTo%#z|Brogi61; zo9nxAM*QW9{AsW=duqGALqLTaN+}_^?-N3;=ZfaGXbpPkTd4-1cm*$PSPDSRlq$^L zy^mpcOG^_j;IBeVTJyW*t?_aAHqkXrxP)rVoin>j7w z$e>2J>EE+%ep5@QvA{f+#Z@0}@mASBn;3oPlRwgTgUE)uY&rc(a|M}O&ph0uN{eQS zOM@`noSw~+o5^O^u+a%Rj`l(0ovvJ#aT4;$F}*K6}1iViCU^u z9D$~35WJE={sP~L%SZKTgcKB>!u6lgxHmdGyVPlI!4lsBs*1rwY^CWmW0ycB(#K@H z3P1%TurLRs@Ogv^yB^8c$hEruIv;*U+y-Wb1{oO7TJB?R#=O^gb1>{K6ap^Ah>bQ- z{NJ}|0mo$}j3-(6Ox2Tjuf)DRgpg$dnBZ!$fCr!nlwUxE*Y1uUH2!qa5D}iNPq%`` z>Z=L*;6D|qMGr(!3pq$M*$6I>mQ4#HO%CS1<7)GD*ty#FA3Lb}MgN|bRv`CBt)Mcz zM-D#+z_{d>3}OxBPoP684jNNE!)FtUz4Q*C(@!TpQ;vi(XZCF!2Gm!|j(s*G9nCFF=3)FqBvin;hxm!a&&y=EJO$Cf*0X&i&`Y%A_^ z?N#bjU-G=+UXsbePUdMH{l2xfDF2S1UQ)eAh2hdoJe>6u@lcZ_y1Y9qR_F?{J^qQfxE>g{d-u&s`6_-Sw80$zgJ zRoxH6#4DSxqXhKJddZ`&^6g9Y#+mUm*T>QGAQ>$(WHH(e+AW^9T7W=2>a+@MG~`NJ ze0hM&;ZLwVY4=r6D1c^!D&X33dEL6-T-(^Yu|uQu5bmRo!iqsWyb)K)S*803i8;Fk zxEv?vHv^^4?;&%wx8Fg#auXi@K_CUkQz1f&Us-g8H$1@6aD8<$@s2>Mr*TKFp;S~LPQsvmT&fk;{voXJAP9_2i{b_h!yRNg3AlDVNnW=PD=_=I#5K9><*OnSh(*j0T?&ylj~eo~=AU zI1xV|-09DU2lx))q`z+Ru(tkpTie?P4WL9Z<%~7aUrsk;6xs&ecrJGYal8aF?_6Lp zv;`zL6V3}Bam?{TyOTMxq#MUlZY>d!jo=+Dn@lQy0?*0*KFYk~P%13OrOzaSD}DGq z;LgEiWnE{S`qOrx&e@mRCGBcI{FYV?1X$m&UEsz+OP++SK zmcR!ZUM+%u<+n_FAQIR%JUTj(Q(*&1r;gQ@;!yN)nkFdJCILh1-qf)Q>Hn#$v`iuu z^uk@clG!^ zr+eAbB~Z)&75o1ScCi@=-ZncP-~nEzQKK~U#;|C$3EheR4Vl0%20ougR(ci_1+Ej> znwH)+%{Qvfvvz?qAXC2i;BmE;I}MnB#gU~tNbX`Sy?jFn9Irv&Y8*tK9tH!9IN+)e zRS+0@(ngp$3lW$y-A~C|>;AbL@B*5*cNmM7@x-6|_0OGGr%}jLqy{OCBCrP*++ibR zR7(fPBOM#tQD`xcI%0%gS2m#Xw+z&;$=#3NrYEhTb{CU8fh~O4gfyV7OFuz(~tI!%y zjryPW3BD720danBqI^87D7;_U(b-AI$QX+0-+1oP+WW6B`;saeae_Ymbp*x7)A9F1 zylnuuuM9lHsHv%qe{Jr9I6swsxKNWP*FI(rLJoLSxpL92f8JfA$d_P{N~O%`jSvu; zTfYYOfr_9O41(1Ee=ERG2RNYWt34S#{-3Z7+_e^J0=RS2^2$og3;9$I69Y_!)q$k< z;OB;p^3@aYO2;75VLnwyuZ1V6;F+kqx`g|~-}OZwM1lf3?Yasu_rJm|fXGeZQW}r* zuPax74tCNo4>h=b>eNH2|GxY8e2jeHYZJivhk;;k=*{xMLGkC$C^59}5V^rCgyZu> zJirV*x9M`zh|yQ!e;pe)@MGhSq+IM@JF*<%59OA1;BbS6f$<@=*XZ9@2fpWXbWXG3 zmtglF16zQzTokAoS%QMP#cT~51Y86)B6!?NKvn7pG$l~5k?EAt$Nu?chq{QWwK*Wm z{s`XrIqoc9j04ht{o022@Diy9tDxs^7r0Q585xm#{yIPpzRUk-Kl$Q{V2RFUHO&cL z?O(|cx27whsUBzQ<3-v6$1e=z!F3YB9TT^+<8*+B2hm535FfX(+m-yLkjs31y;j*tHi^2}eYrOu6n zY8d}|z9?GWEpyHbg}^x--tQo^#dDGbjqB&Oz~wlX>#NYG3cXguTosi2@bBEh1J9!> zA9#QRdX4~+mZT}k0X6#H7gUNzkHfeZ4}78=e63)W92M~(Kt&~eAie)+0sgbN!5u&+ z1Qyuwa0(d)5$j?bW*0UVIG$0|I!VySfmg8dXs-Mawu4F3pGTtpOs_Q&zHh)~kpff* zNd-r1wEucoE}1WL5V_$+T0On=|6MysSYJTnAUpbnycoEf!p{|eBaTX;#{Z-1tK+gv zo3;fhLAo16MM-H%5hSFfJ4L0DPLWVRNdrU#1Vp;KO9T<5yFsK|Nc>MT-LsZD#o-9(P|MYWRAKG{(*t}Un+DiA!jaL;G>a~&+n^Qe`O^B zOp)NhU9{(v8WA=AhipIHy)uY-#p>rIY|L;Fl z=ZVfun#UCenw8K0iB(bP;E$4p*Q(SYxYm5B8zx-8>51HA z7?KEzg|+U&+yDFydNRb~U}ut!(FP%tbQu?6-o}(Gt~?@l`TNI4iNnNQ5<0pZ$nD-i z+ADSr7I&$nTGq$huR%7_{cO(Axp@4Jbddl=|Mv&sdW-r34+=x1`(AUIZhy!15u(7efJD=-EN&|oS2A_d5@Ea=RTl`M` zC5B2gjI$I8T}d*m=gyt0RQl{rAU;Wi4LhlCmX3R5LS~%;ny#7lxP7Ab05#S#FuJhT{kP^dlSSjEH){|iYk8DArBi@#wGXnt9H7=l=lVPRj=xS7J&R8r)`o7)Cxut!cb*G!{oi;G=*u&g zo%Lk8-E$nla|5kds0%;WY}1+ z)UEWmkjY291dG?A`-VR@X*c4rVWrsJRzbnz#|AwhoYkmR!O_Q|P_Y)or~b2etlq=6JWm6 zo&&L@C*HYF9Xd8lMwErkL>dwjAJFNZjuDD8Fk=lW_Ci(zIh6yIh?||#Yi`HmB)zN| z75c!^5O5DvXhqy*Aoqma))V~v{5Za!y()6z$gu8|il?0B2Ys9nY!&^lIbHCDq|E{b zY6U%cvYvdmP!sKeCWBUvegGckRTDLwj%wu_gIQ85x<@|9T~~ z46WQ8@HQ5(Ri&oLxQO}U#~kHeVrJ=#qB|`^dSY0JL^xwQ6ulBS8UVOOHHP@B%Ro^ibjg0~xZ}aPI z(-Y5JB>|9MOJADo7*_oO7(*BATG>mlt~ii$=)X2d{U(CNVD}UaD1;PP4v?u7CqxAs zn=iaUPnAOKXZ;5FinneWuZd4SJaVODCMS(oCTfi|zrXmO@5lNP1Reo>3z`Y9YOq7$ z3C(%K>8rV0IE{<1Mj?@%A5xOtua>A1`e8RdT zWK2v%^e!#!(tm_CKm6)yy!K(o>V?#I=-{)e^o(IgGHkcc`E_u>2Z(0PkS+7rAzZx= zKV(j^3Ga_Pg+u=42LDd*kf`9)iBltJ=0G|q%)fv8jE#@qk)!572XFtzFy9dNTn~PJw}4$;P+$LFKwd|V z1}mT5K|EV1>=4`ZpDB=r+b{{JVgPc>BC7!ocI~`6Gg|Gd$Cg`;I6)AYZ#OfAm)Vd2 z8wq+?h<@Pq|Gw|*621zU))JDEq?DAG|BDg`fI{s7Kn6~h-AJ3m>PDRzI>LlDHa0GR zOjr$anm@4#D^?G=gLo&-2kszPE_6QdfmjrLPMcz&Pv}~;jyBhc-(17C4kFMNT@)Ho zkKQOsZDCYHP6VFn6lcKR=1t@014cGvNG5v6(8ot{c4d(GpKItC8ej&{kb{kxv#22k1EE#4vIueAfF04M1hl?>mg&KL%wiw6t$l!LnTSt z1EdjS{O_bl)~HVW6i6lD#h{{NUxN0lpLGacKVcnil|G{S>rf48eXEI(BfHoUP^EyX zK0>kezQ0MlW^n0uuqk5zJ0k!1sr|&KzsVxD^}T@0;=~^$XjbxtUZjN<*4$pO+k(xa zSg5rY=orIJE)VDcg~sn}SQcxxIV4DnJc_sy#G{ulbI2TzFXQhw%wUCt>dQc{0n^R# zZ!C{irGqTIETCRH4z}>r2(N;mYp8$q!TOMYp4u4M^sEAd3Du$VWi*VGf+7uAfJ;zn zA%B2}_s3rx|E9MWkXHiYI9NT%^50iNmZqNm0y-+wfxh$DX&qu=&xfyGu=RP8^Iw1`zNu(7a>S5^>q=!83)ri>ZbVv&V?|&x6dd zPR`Ax0#L|+j9{*kbp*mI9$}sw8Y033H3C-8%rmPdUVsXap^1ZlebLeO#Gl{@J?8iy z+1|2HiWeKR2|$7}6u$q{sWF+23N&XIqyssxUsK#SIJX3R&P`ZVt^!McxB9e<(jkn$ z{v9yZ;~`eKJvtdZJdp@a!l6It?$`657^Q~}&^!kstHtVQ`FO>Ret(}19E2U(10u~C zmh&KYeNOb$@tc-4g1fONZGFNleM%7wSi;)kapJm*GsvSaC;GwSzzk@1)A7*9LpTej z&UaEcI;>?-_*euZ-i>|AMSOf5;iLcs@}mNtp5Wi?x)7QQ*~8barVkn5N?!M8&{#!j z6#T0!I)2GmLpW0-GX-k6_x0(l;AlRlw|g#Sms$c}T;w-Rd;GM|Oc2TtTxb#yZ7d87 z3=N-dOP+Wc1kIGk$HcCy4x4kFJtBBc{+?4P_eti53R4mK7?PGD>Zng|2*ky^pBU4?@mur3 zcRxatkdRQXao4CiR|pZ=~*j4H;tUVC(K3-*D$jE{$A_XXzo-BZUtn_(KP zh}*XD)d~OM7K|XM9j5_s)c-Y68&t^Yx*=XDI;v1rd=sZ0rUWaSK}QGr=>L z{Wi;ICg6!EQ~u}ttE2%M4Cu>|{ZBPf=dv9XcQ0SMBwJ|K(caSFzy<(-z!x~2G$3e% z>?VC&*2Y&D3vW{$Kd7J-*r!st>X(zwJBt{}?103>rRG;aEa{TUyT`9MjaIiVLlewN z2RnX|fQBXu+NAYiv*}hzaz4b_X9%`u5fRacPxk`&5BUq>&%rC5ttuO&_$N%D#*@a6Hlf;SH*88beA2i14ja?A0m7*4ylmTT3G#Q)$F%*l4rl_=+`$)H!yDrVbZd zWjfBa+g9o=)&I_xgn0t*(w{Wgbz?Y1x(D{JsZLlLmOhnlAf1Qo=3K`BaGD%#XjfSw zzf$)FKEM*_ITp2)kbtw44k{gu^~WhpmD;2}sWnun=C5%&i+@%d-oXQ)5Y zfn<9qrpePCv<~Rb0n0M z>5yydz(|~pXF6QC$YDeGg*bSA1Fl&B*ME+u&L0OP^3kH6C2C}2$l+*mkG)}p}M*Rouyl^F60Ahxq5+soIDkp26ZAcAjM~elx6U*TX7ljP`X9tiO}w;16`8Q zLL9;;?mE)11;A6S#9D`4zfAc*nd|sDV}a36;q_(_x;| zBJ>~E!TBM-N&zR9)%c~bt1a{`wN6Z2>-ls~=6`HU0c`87yTNPHzkf9Re0@~k3-Yhh zK$iuYtSU6Kxd=e&`RGWJlaRmw;tV;>?B6_#kN7>LRHzwtaKei=mm?lFf>lcihl~wW z(EoPi44tsNjoqL^-KsxpBVZ;E1C2nIX&o9B(m@d=CnwhpMAD4(-_ z)FOU|xH^99E zh6bOro9|=R^FZPPgkR^gZiG1Z{6=;eP-NzkB<#kB_1 zJmCDqm5i`AWls6_pdpL54?xeEp_%;#bYi~Xd=aA}XG2cujNm_}3tbmV2wH}ny<6?V zYt4xDB8)h2;c?7$|9iE?mB`D!x3FqdI9Vvh3Gtlw}I_De1C2b@<7jS`a)IR;>&9;OAxzX46n0= z%47y9m1p&(T}(gJ-b?-B8U z=I4KPJAAw23#}9eP>fcVkdRO^#BhXDE5w3ix5?rFhIEIgLo}iIeb=5{Km`Y&g4jp0 zJbCG~O8rH7H$kiu_kix$&Lnt|>Cagj>ccAK4tG;+BL2;dh%1qqPt;T+oqKS?-@e_w z;)+(Fz;N-RG;~0A!Q|3J!1;HE>%O()L*omfk$ikz=z_#xoGZGL@ZYh5_k>h_R~n$(A&1^S2j0K z6FdB2DkUYgfRx!l3b2rWub*lW!sKz*2YHUivPd)qazNtkKQjK;!q57vi8tZP+Vdix_@ojX|eYv z_#ib{u7@lYq>!-`suYtuXBN7 z7K*gwrwi>76&OqVn#hPyQ9)$v85Z{Cy=l4{V|w}Tm#Q3H=sRPZ4?HTblS;|RSb=`= z4UB!l@D|oUc|J8ax5&hz3h zfG7%KcE&HTUe|%cPr`)hf#Xe1xz<AG^DS`1%C+rwuQgE+_PjYp+&JW{QMt@dXXXpJDLGBa- z7|SA?ar^5ikXzzbgQUAl)rZ4Yxq^3ld+-2Zc-u!ao;WiA;6SicMw_fyfS)EICQkaG zn5z{Pu&q)1(2Mz$DL#rwwNtfF1ZR%4lxn8qgKDqRlBSP~<+|x8ey2YX_b%lYzv(Q> zq3%nFt~LJ@OTP`>hQg6H%VkLC1CU5@C8}r9L=@{-iePq}Ayl6BYLE7>_0=9qJMYz! zJ28lk?D<3*Hu>$8L7W{bC`xW^Evg0?Hk1oEaXJr zhF#=-7-ox+B#|$vJ5=wigo*09{&;PewsLq%3H*#knVrepT3E3;HXdF(f63fiPbFwi z?Y1c$O98d~-4S=e<1Eo<4Qp$@t05iR?1*2Hvj0_Y#s%HFmnV{J&<-#IN)Gihx0#B8 zx~*G0HY?=0|J=}UqP!RqsCB(8epKL6?9xzG-=}5eX61e#B@s~nW+1m^t4K^X)W~aX{d8t?cClAZWUMmP3-PA|`>N%1NO8~F8HR;~Mrov%7b>XmvBi#}wlrPC3^(6O!SZ^RV$eG(ipj_9 z5I>$~)EGKl92rA;xPV3anS8m(u8@U$r?U87YnV!cILgnTKP`Ya8ggl0)+V1jPMOwe z5U}dV{`zF`WeDMiLeZ^|Mgs7_@gA)?Hyt6LJO0G)kJ0+Vw%8U60ca#sY-5$wE`AVNGo3?5Bev2Coi!JoeMz;6lTLseXyZkD) z)t@!hTyZchQ>#xhi|keYkizt-=n{)=qd;yq6eOqBJCItx*w1go6XjT0y-euKmw!eu z&#|NJAOLC>S3r>T-iPqUg$>IY{mpSQ;#6N&0Skrc;hceoBaY(o_%vO#$-x=Ahu;>t z1Br;Xex?{?s4!@kM#|x)OEI5c%x|>f6;n*GnMtGw)h?Bc*I%L2Un;duvgOpc(H0aa z_^C+K7LlxH3~J+Kc6N3KFIr6SEXTqu0q0?jze+P@6p-z61h9NMA$_bXL=;@eJ|bY> z6V$RVuH+eqdgbZo=r3ZryscKhhcrU}9Rda6PB~~7zkwEFT|}c~wHHU0)jOv(plW#3 z>(=&d#j^-}%wC^UZo!b_29>C8cGe=PLUsBzmsSqit8dd%GgA*mctmfbweU;8hzl$Z3)xay9F2ULhzWK?Pr_l_aSuAM-~GARQV3>I9I$31`PY z9H};X4)-_HQV{*e1%U@bZ`>rt$aA}xLoHd(m)33$Phf_bFZecOs4?773`)_Abhnuy zi)^M&li`rZO&{8!J<`qz&&f#66Zy)xXbTW|acooWrz&6&RH8Tm5V z!(sYtU&%mLr)kU7mN4{39J6Hra*&=a;B)kM%#I6?0Kz4GeA*h7XI}qvTv%=;fHgX5 z#J=GDeTf-@(X&wHVAcsQu-J%DBsl!-;Z#;o1Nd2Ut_ZQno>vGRuLjl7k$!x3{p`6V zb=8>%?gqIXBc8H6E~|Z&QCiL;JJrP_8bbFIgfwNVhic6y7!}9!wboLHT&8Nw6~UJs z7PD4ljM50(OW?EVXLH8%+M|;$PikIBwdnHO^ZKP-4TyiSJ2@EEeZ~5c=AS{;VeU*< zV@Bc?%;E~)6kYlF`6X3}ZRPhLKNsp-TP|Hy{IQ&0+n;g24LieWaqUYJ)2CQXl}L%r z#aAyrXLnjZs1cO#G!4(Z)%G2GOCC3Od(SG{L!CXTB2~ijh)(3)(~)!FY0*h>TBe7+ zw^HKdlsUF#iQ9)rsdEpHtUHf#(vx7$fHvYcp(Mm>)*hSHAnSM@r>+?E3Q*4jb?>&6 zASUK-KDrJKmQ|(0T%l$^{>u%+Z!pl%ko|-V|C2|PBYCuGq!lc{o{Z2xsdRa!hK6W* zy$*lQAqCBG@1q0j_#O7r(RTnv)Q}-H+S(5LBu&w%xz#&w3_%7533R2`#*lY^rgQXd zKp`1p!woXqQvtMllPy%XBTAzsdSvG*lv7_UIcKhS?Z)Hoy|ZWkIVYF1YGUF`NvL9} zRZ?b2f@N>xdE^)AaTH|9^7f+mdjBGO1{Kx2$`(@B61{SVWMBoRibAM(%?YB2e60!H zek2d@I`;;?5wUoOC@W$efA!1K3cXEhkCeZBl+MDpv$uIVgpEBO_1t>hLc*Ft_^9yEa~(-$ph_TIp9Gaav)1j& z^T)PcgUAmBa)mSh$p+SK5E%qyB0Z4fv00Hux@hO!18o<=OWnsQ@c7$7L%&{UnY}5b zY_f<50h;+5tm8eQ1cRWbRIi)R{o4A@I{pb}{5s%qRd8`o=f2>5^v#8zA0vAxrJ&w- zQ91GbQgPakX^+JT~Y&+NAF)U_sw)@P(8TIM~b76Q;|QV zej$AEr)2ND8;k>7Z-04KS7>k~W0<55n12hfLp0aBt*YJ_!|rT`lKnP4^x-ZlFtccR zju`{S3K&CFLLmCXHv&fNITp*YEg#sI@aWY_<&sBPTB>SYDv1dyYi}=3Ls3g6EuzrM)yaOsO8C28$O`xj~qB> zu=FPMu*izm+<_Z(Idd3&v%JL1d8(GmX#_VzBRd1o<7`n`OUrZSTXZ_xr*P(y4-TJ4 z&P{6n_B^kBG@fPZ6sEv6g6Vsp96DyW{&GN7dVppD;-Bndjw7x5hhxLEVfCBHHb=9B-4YdkEy^gp( zW?_&;Ai`A0`IaE2cN8?}=|wd+%g!}L0+Hm3Z41B`1n0 ztkLSjjw~Nm>lzuVn^~Kt1}?7VNWtgqxU9(b_q3JHyo@SdmhS`ZiD}nL`aXQ<@m|g{ z@{N(p+Q4%2X^&K2&(~>lU-=ddvSam}!=B|`85>wb_xkSbRruxcX~t*gIzfP)iaG#V z*|;b`Ko%b>Xg$j0DCZ91xMx=c(-sI-)q+7h5uJHp^C?xy3`w{Gf$~%#Ps_%F)N3YhRWH#_5TcyeB)+gpw-If>GkE60fGXm z$HLsjd0baq4@3*{OrXZ-1ZAQM{{@b3mIBs;o#_PpFh(2FsYwaE#+u)+;5{qwzXs>{ z|G|yobxR1HHFn|d^?%;d98n&1Pye}=0566^z|D7A`+*WiXcPm_m11NDTH*Gnj#mND zOd$DHxFxdjxM%hPYtwfd;obxXDcaDdDj>{?lhpN@42{&=s@LF)5Z2-tu&ChF%}%w_ zR1f`?o`_nRc+L6%PXh~2HIK znxT9dt9Pbbs&Oqjo7#M__ycR5pF%Aw*f;tjV>C*Q)ASm{I|QW6M*^IwdRJY5I}pCb z$wSc0;)_5yDB);9_XbkYZ?-fREpZElh@H7-p&PC9-@6BuBksrvkDgSDzTa++T z6p%BPGtGP}!{`k^C|WHwoI(t<3_cgHtZxge3*CQaNqSag`xj&TlJ{yb0yuf!nOI&j z8R@#pY`*UDD5J%d<$>`?*f>q%{Pa_$n79b83lDNNExMyE~kP1=G8>zL&MDQoPrXIhwV!vkaKv)xGt1*OF2m; z{>rh*Hi$6dSXew~l0oreRM%3=y2{WXUuVtGP~+!m2jN^Dy|f=6&x>lZ7k>z?9{2pL zo4TmDg8Ebc(&N2h7iP zg2J*9!At)zP%;qMKUW2UV+FsMw6A)4bGZ@Z)x2s?*hq6I*Vo z10b3P+NTUi-jS^_4s%L13lCwhhE8x4G!TJiLqtAh8r17Lh4&UxVr(7423&_Q#*7jp z76X&V>%2X;HTy2VzEv8c=e}q2TEJmXm06JDr`ky zT2#l$Y<;Px4HIFEltyBZMpqzDzYtO5eRW3#_tOXR_`8wXwpANV!9w-uIAq67KfveT z@ji60dcQ0>%&gelda?6oN2EvUb&W`&?YE)A&)-LBT6fzd2c@}hNaP3}=JCh{5))}$ z;MERQIuO0;CUTwgu=1vtm4MAVB3XLvBw9A{)O4}WdtVy#AO5#P{&Ua_Tf zza;@o-+bX8fQZ=;!8w%RI+0PKG-mKj6^j{}`l&G>4I`G8+uzF8IQj|SNkS7l`s#DW zzV?+*!&UFk#z?BFzW6>PkK1?$t@FdB+^X+E5LxD|5BnFhGh#Wl0Vf@}o0b(jw@l|^ zvXqymN0;!(d43IRwH+L|{F;Vjn22~uy<2wV;wN2k9pN+xlNE*5TxP;J_z#L0^~2RU zvRhJh=d@>H=b~(SB{f>oZ0mcS*+lKMUzV82k>f!2aDI6D3Z0Oyi zDC98z?9i~_JX5P#49z8Dfleq_&prOId|>OHyX@K2NYNkA=I4WnPuDANTGKn&Mo2ZD zS22>l_p914jwP};(juc*+bT8ar(bWngyqbT)IOd?&vR|kFE906W3e+DnJ+91dGn`P zC9CGJ2=p+$D_UJwalT}vde={lRkpg;B}Pq!1vbKa3)gBC<)6}TaRYq6sGT1{MXHn? z%VXZg&urb3FL6fn$K<05n8~ySn2QB)Rgcrofob>qn@aw9!OpncqJqCoX31)D|y0C$cO9Ltm2GAMSqv_rlpz%^R{haBML9wNV&0t>r&*Ay5B!fhnn54G8 zjG@82$y;)bWc!XVFpB3_NnZKj@XF}RlC@XGW*!`hnW<++Tv)mJ4?}`zH+SiJ!%R0= zq6NY;-vnsP=4DX6%*kF7I*J|JzuRVEJz^UvCzwkQ*(W46U7|B`X;bN^e6qhSBro-) zD5#VM(Z__*IA#Ql8swB&#$yv`r==bh;O?zwP$@~pMr=T;ySG0*HM}$T0O8$pGHy~f z88^@{8&4Rqp_yjaXLa{LQGVfwD>CpkbyOb~N0=oPb|Kj$PiDAJ5vEYy}c5xyp=)@bGX{ zC%EO9(iS(LqQ3LF#DM(-wNwHH#oE@tr2tn&oP+@V2Fjm*B;32a9*%Au6y)pM8kXd4 zD*s?7*0oJl!-EMv_1A~tAIdh^SK8BH4Gi`#1_}u?G`#U{-{*viAzGBsb{_QT-D!01 z{@aQ3`h_r(6@Bi?VRNt4E|pM^e)jw~@h1TX=hGyVFJ8KYg@+e#-LXP;6?C@SF{}7c znN;5|2MH}-g7?>tXJ%R&zE+GfXBR!mfEnY6Zr-97s;GS!!Fjiol<=09om9A&J79q9 z?*#j3%9nlDK^U3r*N1$V7)YNtii;@Y#1LuthiHDQqlwzwEcb|XPWjK z*GkG!!G~c=bw>7=wFkR0)%DEOy6w+hro~ zb92)Q4j3sEQj1j{-SnE>8xoxjwf3@wSa(5m-@m-Hg+ic*dY!Z!w6fkpIVIbUPCt9x`1LqdthD(TWi{xW{=_ zyRR}bCd%gTZ$AEPuQEC?XbIx@9~eU(eq|779W?N-O@05~M;Vhb22oL!^AnMo5Q>`! zqiHCd8KyYRAM(R%qe@1l+ytpFE}MqpwEk^#y^OdgSv1R`N@!lDZ@H)j=^f`q$Xvcl^bpO@sOnziNWRO+D1aZ% z@2YwQFPMuD%~aZx;+>-ycE}A)6UK|B{B@W^{!-fRj3n$?Y}?PT`ZqRGcyFCcDY6JF z>95!fcIM?GjmMBNvDqzYZf_6B&dx?nMEGr^fG%US7xRY=o8d-iZ>|zF%=}C)C)c_$V_B- zb}~(MlG^A6}5vH$pjC`ka_bDdDniOe6M1>$zwG zQ`%Sp>HPd6*=ssByv%{(py0ZF5O#JVK06{QvpNeHoCZ;(>WypI!PKs{m&x@9E@Tc2nw{=?AiFA*(BoF@-4axkn9TH%I7O z3laD;?_W)dj-$CR=>F$fe7#?yh8UjHmTZ;`maVXx@(c3&DqgDTbkF_kQ|7H&$5)q4 zBeBFg{r#l0(3@(`(uoY7Cn9{^HA;n5KtZ0AS$43$R!eVaXviWLWQzwD=2AYgv$dsu za26k5ONpCJI-3BGo1?MpHH%ZmGmTezvvCz{vmXU%=f;*j4vZ1FPVY&5U^S=4vmqtR`_^i~Zx)xWZ)wz9 z=ps50>DMoyl7V;$d-zm*AH65QmM4S3H15&^R9+{%3}( zg$Xao+2m+y@!&Ih=4UlsY_ivS)-JTNFMdOJWHQSW=s-&hb+`Fa?)_xk!W#4kkd z?Ye#j%vEjddnQvo_y605SXjWqN&R2;{S%Up1GKMq9;yb0HCDfVh11QWgddt#>*Jh+ z+7+zoHZHpn?enk;Dxf0o``vQ%AQvpM+0=?$AhS7w2#m>`Y0@bSqGr?+8 z3oI>5VI@NH2L*S74ry={8}fFQ8d|%EyxW&u`VP)L>GAARxidp*((u})Y(z$YRZs38 zfN)5QZSE6_;duqy^2hp=C4&p>NOzm^C%@t}uMEQq>7mmz6_o-jg8)4B0|sr0<{PJN z=It7qQ>fW1J`(7gtc;Z2@)aIEgux*>u}a!bIf<3+AjvpYF={a!EU{@ak_wf$exh}qgk(xR zx5qbtOGe9agE6muB_9h+2xRvJ?*4Fl0a&dZ?0(38y{2)=_4yt%L?R zJLT}`c6kNR-%TxX)SA#yQ_}x{ReEuLF71)w_u%0Ceoh+0(8VOFhCOqwue_UP`rHqL z6qN1Nw&lbKj%ebZOh3KsmhbF1`0Arve&{W~bI)IC`EVI>9a=6`J&C&frm85igh85IuK=2h-};hrAZ7J5zha;RYY&ZQdjnN7m~+Rl0S3L1%u> zJTtK4;nSNR*SJ2vUYJhAv>&e|39I^Wu4-6m?p_1Sp10lokMuP^Y{gSm$Asfz!*UyL zbJaw$>Mt$%#C3kL{vu5KSkdb&hbZQ>THZDOGt*W2Q|2Zq_aAWxhGckTJdN~NOCG`R z*lh8Wc@Vw_`u@KCend^HhF7>H`P&{Ruf3~-Vq6#KE(wadg5pzu=%g*r4Ie!@Ul4N= zjR0(|t2Ok6`K0Y--zHHpFNS1-4(q8NhsplUv9sUe4Obtxw`JMR8?%ql2Dt9}n`)b3 zRvo>!O_-X{eb}W#Q8G-fNELngYPzrc0t$}W+HR+-(v;H;3{BB->~NR+4pN&biyhA= z)z2C^Vw7wzef{-ed}dYpx(e6o!+jEt8+TzUim~Zp68p;Ec&9J-6lNZ@r=OtJ;eo*RKDo1%UOd^> zeysCOAKX%5q@@z>YEPmAFb8|iLs}9<`eAloU;qqhY{R>rHkh99gih4sk`1WKlIw8% z=pJ9xMtgwunSwm(n#=NQKUWG<=j?aWxZ%{{{+dotDQ8wgY(uFdb)6-Z&#P`?uj|We ziBhb;xqoW!>hRa`l%2i16T9I)sTy9q8Csata3lO+Gq0>G^qcs|=HsYQo7 zpD0Z1o%2*2f31)*zG*4$xmDHM1qa9MuiFAJ1FfpY?MxGGjZf}gluM>Zn*f2U(1?jK zal?BIzbhi2Mn-fOrg9t3TplEjd@={tuKIOxOGEqYukL~?NpZq#A=WZSuJbhGi^EiS z_X1>R*T2v_Afxd&u?<_#@2X}_nISjsw!c<2QAo=suWzYzG1+9|sKIKtTqvXYayH(D z_g`B(%}E6sZwjN)pGhD*%j-f~`F6?Q4zEMLCRIp~GN*P)N9z^gpG41A9ZCPxuj?57 z>zlZ8B+9{j?Z?H*pKaukE(f~9lS>=P*)@vpA`1#U zc0=}PO?Ml{#!+oc$ezfyU)QuHq|)iHC+{fz^f}Mz<ECWzeZ^cWeDkYDRHHFiMgGlz$ zlN(+SMI3Hi=W{BzfIZ6&dR;+boK6c24B}UBIGRtL;_#)xTPHr-IeG(&sq^mRFfJ7p zmBnCXMR)rPP5~z0h^JrAR~YL%MJ4h`0TYt%FeAtJLy02Li!B#R0@-%!)M!G;&A{70 z!Ge2c)-76`To4VfKWbsgjucyU-(LwD~Pz^CQs3S;M!hy|~UQvVB>99O#(7EruT|t*%KY z?RmBSv+C~8_*NmkH&gbm4Fyj9d0ai^v!gRv`!u&)L$?p3HbTtQifrFgFJFs#;TxYs zbfxYy-q`Y427FqZbA=9*rl$UM7koOxTJ5jKMTC{p%2fiDLJ%Z<&pA>uP}6A;mSFkP zo88j5f^8tk8~E;xeWdz*PPdiyimn`5LsOCXpA|b&34wEoJ5tXAjnM96p%RXAVR*Du zY!b{*E!*P`b7Od5ZBSHhuD_XfIkUMgA3V~1u9Ww6;7f)1dAN<%M*H1gOEMh170Lo~ zbRMrG1G#5(8+TgBuJaoi8Ep*}5XW!r^nc>E7knG2xTI$sLHLdIMRX`Fq5ZmTFM%sx zp8;kF_Xr(bFku@_SGz9er(a}IAxs;W-I{vPm83a%oEjJ(_jL7NiN0{5_7rP-pmAQI zCyLD?5YE?xM;f{a?Cx16?~*KatQ{xy2;?|=O_M{*>F$7c3P(|Xq6m%H~S zmV7r#sp(!%1RYfN^J52}nt0;$F?B96Hwrh4jb%-I^XGF4BmwamWQ*179C^>d4=ZYJ zFWh2$BHtl-9n>uC4+%-kR&3 z$CAAC`1FcXA>+3Vs0$c%F$$Fth$XUy)z%*2I=`Mg%M_)J#)i}l$4>8 zkh6|Cg|?embxyyh^!`NVj-p;*z6P2Hmf&&~O?b~|i`P9hyv+s7LWImORk@Nwh1uk3 z`1=imV6kXjaQ5g{Osc80tqRw7Y@7{c9@?#!hRRRS%^s~k(Ia*$E!E8B>R;G@;#O2t z@NrDKUBGDoOSbj#BY(<(S5=4dPUm(S&zoGAx%E1-%rP%C{4|q_w*F&GecCB~)L+(k zVG<68C>KjDQuJ>kskZTXR0Gw%q*EQNhRpDIqvp@`bVtdU3V*y!tQWaE=I-WYpBIvV zTQB&*Rb;pP?ap1A(#GmuA3Ao+U}bz-*Rra7;c$#if<-3dlyXbLuZgEg$8w8qM~qg7 zhkU$wbgHO?@05w2WYY79nD8iFfgVnIf_tGxSA_<3r%<%wmhj`u_|aviILw5rGkb<2 z&ORU~43>E#n3(;%^$TR~^EUS%FMV~Q>kUIP!yf%B8gjeVgMCC z-opwSd}eu`kW1wlKZSCG8|VB;uMVW64G&d&3K;6`GCD}0+D!qS7{`Dwy7kPXgCRlk zneyLxL0KPmr*Bt7!)c_i^uF$?7(FkNJD&f>VA&c8Ek3w6e?5EljP+j4c*d&h8_ydk zG#vc1S9het&_jc(a|Q4!>qYwv|KtNV8;q za(MlX(4ASb3>#g&ehoqeGY&I-#^}OgO1j0xC#!V*kUl9(sT*Xf7GUR1tBdTsz4bA% zjzko#aUE4u^EESz@X7GbcdiYKb;`E%hpRjFW_&ZN)>$pp`Jbc(Zl1e}m&rYb) z=XJYv=kHXGD&DUfgpYCk>=~gGzxpD~U8I2KLS*O_H0LnN=sDV>Sw6bzFDG z%j0o)`e+AcIcO0IgqVGuI7*kw^Rc}eQoxPjXY1rmF(y^|)-nH#HYJ6BxTkxRRc!tJl#HKX8nMwKv;ns`2`sq8Vp?%q^yXtNyf2nnLR^h!}7*M~?nQca|9(I9qd^KobO+ZB5%m_&VC=&8M z(rEW*;<|duD^ykrS}!hHf7OwZ?7s5-fM?w<@8bb2EdfbX=nC^RNyJ85uofz7)4uFn z#4Y?AQ@iq?o7*}49%+c8=Z*H%AEwAAHfm7{C=oOd7tl#>JABwmY?HSUIM0aLpcSuq z>V;-V&G5E^S&>6`<2n7z{?*!$ss!jnc;R!UWgK@U1cPcJ%++&HIbV53c_Wu3*A}|rp zBQ>)i&iEtsbx|dk#F6fjJc_EZV(0WmvN)UoM=zWZF4Q}Q*Jyp(OG3B8xPiBIJ8&Yf zy?;A1T*Z_rKCp>_pBZ0mm;w|JdjeDWWzXI`6&NnE8Pl8p`mT>$=C;O` z+R!`G7PF3@bv21oCe<6<`|#41zrA!*E+ ze=CK>a#FD8lmOSF`JS@tkFtnsn}WQIn2)q#PsQnKhf?=T-j=S}a~HRwez5VtbDM|O zUhF3;HcvpsqxDeDP1k_QM-!ZxMm9?W8shCh({ArqnXq56^}#8j39H}AJ-u!xATuM& zV_99_QYj*n2pIwCIT&W3Qkdk8p_f)lAaHA6nJ896#Xfg~iH$u3MC! z((cO+6(d_Teh@^pY}8$T;fws&HwDvy%!cFVtuF2X1w#FqW6Y!{}vbo$&g73Ig| zx)txP8yL`NT0TUn!4AEyc|DQtYyxq+R$>>$w>wXIrV5sO%8xK{gMxy$Rt2~O%iXpg zUn|+_^Xk9HwU`R?G7?QkTz)vNy8sHCLL<``>stEX zNo}uQlWLmQRuxJqu}CrI>z{pQexB%~h1KijjrPVXgV6(Obzx-DO?ONE8(GZKDaThk zS7-gY3$Ofqgj@D&M*6JxB+8dK;ZoI4PZOBNeCO||QC>+^r9Q!AVv}6L2i6tW;L3tB z^ZySZca{fGZWOiG>hR6Tdp~gI)#STYAVbVskcCs5rm$sh5*m3eFn!>f_c-Qhy^)M~ z0h%YMV}{xxSRU}gN2&FUCku$5D12@l6ARTiuk7x8{wit1K&)?NH9B7Vs^Kbk2wR2e z&oehtXD|PFTz7Ng6@LrvTw}+tULhbmF*s%9U&?WN>76Q}2~x2k`bIf2fvy(F%PH_Z zz2mDX!yU=M7+ljTdrxXTQqt|-Pjm7sBX5kDB1T#(!%IIfT~O{^EqqE*x#2gAN9&z3 znjBN?w#H%vETH0QUGjO$AaDJLj3hg=_sTl@=mOdnA9sXo5J>=SQpvuzQ$cJ;l@Il5=@Ar2*S%m5dbUSn zWVTi%Dy%7ChvDv`Klb)A22&yPHGvJ@uq;JAdA|g<;ldgTU8xDGfjytr=F4m!?lA2} zcSt4?zKsr!9uIhmhh|6-xRXNY=EBHMyk>~ixW~O=jrsLOBu}q4C;0*2rlS)PUekr? zwlEC4&~`pNvf1^bg2&;-Q-_OD^EYUo+^R?DO8cj$HSS$!y!RHn?kOd)-H+V~Wo_-W zbK5zkE~}&I=L#M?c#sEET9*tIUlIQaM+!N0umDZ{4%>C=Y_vSC@-N*9|8|~9BxwYB zf==@UDN1qJ(o&S<^;EMBdOA8|5wtDM>^CxXDr~4E8JsRJ@a|rjKi@z#Hge{^Xtyc~ zFC>5(x$NFW7v9d#ynh&`&@Q!$UNNBKnd)+R;9zF0PF+}5^20$F zHqH9;XciPvAJ17!Fg)(7O%4s>%n_NC(eqyGR^( zjRezn4m3ym+wz4tR%Azp?g`W0oo7obZy_NeP1>wt@+hUQ7%p zxzzm3fL7)0-axa+kv3Oi;dlR!t*?x#a%F!3lLAt)l-rN1Y=bZ0{W9Y!4@T~dFdCx1&(Ba*xH@k5--^&YYtXaIS5q}F6 zXFzvq!EUFHSN&Z$#2Zo~%wDs;CSL^0cc*Zb_q@C?wr1{Nv_VhPIxauzdlloKtMXrW z;#b-anP|)g20*K~$>oM(n$j2;0Y(pW8M6(epO*%WGXwDb+vFKma0s-d(+MLJl&3GU z@Gk~_K($-!`*t=_cksF+nub4F*6W>3Y?@ougmSw=e`&(K$w6i!o-ToKXmtKKTI$HN-<(PMVRs?{qEH zc!*DWf>+4R3s{!GkdW1^C^4yYF|Q|;1*|N89&&=3-!Tli&?JcCLm(wZl6xOxt48+k zvi?IR`C0yT32RFNp;|*}SEgfrz62sycW>4RoV*R~sy}5K8H`LQOnIxG!$g^wsL094 zdJRlv+Q8O*4-ggemOU?v!oNcCB7rBd3-eVROE2Mf-v9ty*J0{d1Jc~ zp^S^GhX>+iRhk#hmS9lNvaFM;q31Y&&0{U?HnJl(*S(!myu1$;TPx2>OT;O}^`6wHZO(>gos%WBZ6g@zu&+ ziQBC=_UTMJwN%+Yziv3esW@k$Fh$XJzB#k(%l`UB_*Fapsi>AFehQYez~yi3ky<>E zYV8B-cS!s08w3lKr^e%a zAV{6)w`%uWtz1PU>h1UK6x+L`am+NVTo(!m>103^^Pi94FQP%$4@f9zI5?DLSZppW z_*2-N)7P|Q9yt45I)+-?Tq<>0_Qv%9fWWyJw=u@;8rM< zi>aq$()x(~x(B!vHW(R){Wrm1TCA zRjS)A9n`HpGYq#(nm^^j7};Sxtlv`q?qU`Dsh#b|;mca;?)$5|V!b9Za(-I`<3W^h z48Zj$YCQ;cUgV&nph$o`?5{Cl-5pst(Q!ffvJQ%OTW_@9vm-pfad!NVc*qZQF*fPEEPnt0zWmtVpi>)f_HftU|vRYdGa3)<)14Yuf87{_S6ttu)#A8Jz7~GXC=YxvS!b3qNd*X85FvF z;ycB@G46}VSwR7ho86j4D^Adku3RN)@;d0Ek8YV$d;5A_`8s}o%b|80&Ci*=$wHGy z)nCx}BSD6LeRK%n8OorD+Cq-jc~xW-Nwu~9@j$7|c!D4HiRF*(96v`N!OdGe47N=w8+>+Rhe;kw3+=e^O zaz~)UdX*yzx)RHA8(WAuZ=(fPZr8Rx{o(d}KM?Hn|K72@UFKeXA^0S?Co?UQAX6H9 z-X7o?sx6huV2JS3h3^pi(Bl2Pp4?(s8Ne6jqStoSjYyOx8-#66x%<2jLec{rlgLm1 z*;)SDz72#BH&XnNhW-oRB^s!@xQ?-&FKeup2PY?FmW&@MiSk}x&IRpR)d2um1VF%5drww`^7 zv&@DAkznd7G6)6MHa0+Y>ze13$n}c9a>46d7j(rCy(VI73yX>zvJ2hV?#v=SabLW<0<5X3}J*TN8ycVUhuQ)tC!Rf&8xD@6<53NH&PPmC)@x2Nz14X^> z`1~xGYOX~C&T{K$nOGL{n zv>smG2Il71CH$ZqNb0|JEU+G}lD_;|&_H=lJB%V6l#xZw3t36#%8fl9;Jlu~KXDXz%=IF@& zfmHxaRuT-tVUxAUh8=!Ph)0}!TiQT}kGLzAoM%+GNtZ=N(-d9#)7 z-z_Fk=zYH{NR8Ojw@6ylnteM8$&7HiWx49$JJ5Dl^?Qww37G7BF|=L|A#~|Q!Tf=c z4O^$SWbB%ubHkxy{H4XMP@W1i{Ki`+Kw$2hTZIg!jrK1*jl>rgtYu6o!sOv)aVmQE z=6?b}qfa43hAy z@v9dv6}2U4n^7WUJ0LEHfen@3w*g1YC@%;7V{!!d9c_#B7O8MUqQhB5=Gzg^9`93m z-kKYc4LthZ*7WT$lJHiXt~-}nvDMuAdHgD&{m^zh*X~?7eD&rgmo>>l@!x3ZqvCNA zL=?YN5qCTg7YGF&IgpCw24AdAx{_ckBNu`}3a6l;;F4ysF@x`u-Zg7NVWD?|**VW1 zF}&D@vs|_7iK4B;-x*MXbyad4=`oQHgP1C6@cW7sH<{#dEHI*iPR|R zplL#*DvH6;G>vnORp9koj6H8MilFR9xH{eAuIwWYCeW*BmD*ro5(@KLUOqH5=Dz?4 zoreaxj?qzk1e+?Or(Y{8c}7MR8Ui$3^-Zq-U~qq5Wx$^d$Q~FIoT5)rQQ)Kqp0>-~ z`tmJSg*vU{!29PFF^OE&)hE8X-dRrc$fK7CI!b+epX`)7m)AJhne79{+p1|7+#3mJ zgvevZgF z)SnXFubRnSjRtPn$}II0Lcbf~hFVw}M?zdIX&;H{U{e))RA5qV{>oTM(6}elv(*W7 zu2J61n>Y|TKoOx}{aV=fw`xGPS{$Go>taJv^%o?XrncW4V+~pH=WX>`T4b2dN!W$2 zXC)9XFF3ZsKDanz;=~;%I&FsDg>Ov~pi>{K^&Vd4Irv;8Asru@S?-yd`CXa1;3UU= zZ)KeLL8W*&U>qDW1wB&NUaa3A78I4_e?+7k3~6?Mc1ux~9Yr2$Tiz;BdUp0*ZN4x2+vua+TdN5UfQxl90^@FCD}8)@Vp0*!7pM$ zQs;HU`Rc`yI%$Q0#Y{BDf}MoK#tuPEN{^k@)c~O1 zVQ%f7Eas(hc6yflg@orUWYW*c%SmKnZfG!~P33tnOY1K_a5e1ZUg;a2!%+6%8$ak_ z>ApQIYrwyn+DS=s!?Z;Smztlc2Ja_+k^IW^MXk(+|FVU8%UF#VYN*<|$NcB8{k@r` zr8dflyrw@|fB<#J^Gi_QSLS)?NXP~(}-+TIf+TY5pM+^)F z(~kUw7dZRa_wSy4|J61P#qeshHqd~xF`v!ua+dm#1}Cd^8PwH-*)?3Spx%ZGmCsot zV1ntcQwsXN>UZu*h$4lvme{PwmD>`wAStKACniemjwoYa&f6EqYa3!K5aO>o{38=9 zxOvs1ESeWwsf z&n}9MP*I1Ck5sR_ta|cOU&WG82>*Y%qNIRYhfY%_(G%r4C9$ za{o%6 z9j$^!i%wryc+1GLkrnWH=oL1i^T7tcfn-GC<`DL;SYK z^CQ5;Xo)!H6X`6Ry;%b^hb|f=`fd2YGjl0E)}3)b-Hs2Nzb4A0h>83;aDNK+ya>@> zBaD9oVIe5=iKyGQJwK{|hRW%*%{L!+i#{%tsNWxg{mw1(F?2v8Jno4s*Dl%E>yl?< z`Hgf-((&Z|<+KUC=N+>t$;f@VC= zCMGcYf@^=G`;4Lj4Q+TKmlm+OTa)*EB3Q(u+=q}TSh3YpJb;FMXxZ%?i)UmJfR2w> z%YQkXF`^(^P61uc!vp_uC`Qhgi3rEbMr>3%%LUXC_b;s=6uPBx?C~Ml<1zibc z%1H+Kw3cc1J(_aH>Tih*>9IW&oSm)mY}v_@VMHL`27dPZ&y)Nf6;U9%8KiHrf>=pE z7Ay9ktgK?fE8&^#^ZU2*41lUOk|CCUxA`giDTVxV8F4vs=L#+u7#8-xb|5VmWyOh4 zjw+^Au`jgq3sG1}uL^F#3hUbX^^|pcOtpz1EioX-Ea1qn^!=3$&j-sZW}j-?fkb?* zN>fZwG8qVxFhSwWvbaO|J4UNGI1n>uK2b!xPHtOs*s zkwmAzOYg~I5TMy?{E)~qS;m#9sdud0aFbZj?@P{(LI41j;-LSr7oYHKH%hU6B@(g| zR4puo>v1RaaWSsZuWZR6J2!VBT8pCfk(RVsA!C}`O7P5=*nd~+Yvxx}2GSd3-jPki z_g=Z%SyfIph!w}7hx^U;Mb~Un^)ptyc3SA+*K!CC(JAx3h#8J6VN7)e0t?(crQ=d%P9LF2LmFYhc8wY-?&3LD7h zlBBpRBoB+ed(mT98)@BZ89m_(c^0qjGdPW&@N|vv(G`_kX`1K}C^=R);g>J&*uc8^ zQWrrUr%LvZgNgGS9NbjGt3FHf?d#V^3C(OU&fy$7$~9PB}1M8s!}h?dOtQR-+oZD7YNElH;}ZiHcGTj zT7$7`&D||bHN0OAifiI+)&DPmmV7)D%eknoHwPDn?aS z{5?#a^7i~q(e4bHA}hwZC^fR4EVvL`-ZsJm5&crc<9Vy~!F2uC?_#`fx(PE*UIXDX zNZknsc3qlM4K@r)F}PJZ(OgXiCVKL)0VG3dJNWE4{kP%WcOnsXNY4JjF>8c`%MqiJ zfSC$u2+thz=czb43*s!=`UdX+TH*Y$#V-+vvy4A)9)y5QzGYDE2U(_Xd%ua(6`~B1 z?i!ZQvj4fn!m6~Yp@ASy>H6-6_{GIXjM;p43lz-E%(*k+RmMh$+)n66ySeBWtE!jX zn`eAA7r)=wjTPJY?kLV7S|}0J(INuTcdXSmKwq(`sXNRr3wc3Xm$J*^)loO~DhL{F z{ASbJb8n4!hY5duze`WkM2wh`;tn)ICE4bqxtM95$1hI3ZEb9Bqds>}P7;GUfezqS zEH@v{^m*B$I6aK^S3%wi5Rpt0KTJ{6-K+ALZYv&5yXNr4aFWNccjs0wr?SY#qMaTsW zbl<7-cc^AcD5?TnNcus62C?%2)qsR~(1aY2Y>yii;YD;Jg?}W|f|Ucg*O}wUJ-Yxw6nG)~sl5%jnFVNC zckV!Zu|1G?y=fSU{`14zXQA2q26AGiT36w6Dt0tANk1-QXx>l8@C~h6+j(A{A3Z%I!jJ6Vl+d3ps%Jou&%jYr zL<48cd1^|H31{K_Ow8k~D5ETwG|d{E}1SR}UR^Tm=%y8PKwS z5gSC>(U@MkW#s3u!?`Xb(l}eqp`6zXe6>8Om+3v+&_N%9xL6?)c!G$hyvNE*YY4?{ zXgDtu`R%AcXK3KZ+6t{tLItdK$06 z^?>icKQaR}#1f>bIq&N|0g$M}%tvdJ@XAl0gJC&Qc_1s=z5MZ-t(_lYhp2;`&ZmHa z@Ubz@(hQV1(|Dd2QMf{-iMxUD_N$QqVn%21~yaVZpelX+V32Un%UO;DvJQfhKCc}hx( zJu4geKH{{1!*8a>rlzA#eC0gSkNogYSFM>KTaHAFz}s)Y&6Z932a#$eK(ogQzo!v6xr87G5vxlX9;pEdr8$Xp99XC$mmqN%?ouTN>Z%4+bl@0Fj zYrKkK+xvsSXut&$6viV!BAzk8HYa!SQiUJ7q2rd#w!vox8EGg3;^;;&s{oTcHaPx= z|tg5INWh?Y5%Sfej6Jmj$OFW;oQH(LgcWa2gKpEzVOGqFRfV&V^5 zh}bs`2+lk8oTd>|8<&P9&T($K^AJ*$1hcHy0|ElZrMsu<1UkFBmO*r^s*1Uwpx{H#K@alxSxo(w zlL28v6O)h1JTAn7JW)$g07A>m%zQcD_#b+8uI%ADc+;}Iwe=}GJDc2ApNumC4&4W( z4YJ6-L+(_?-7&d3o255Dlc)KeC}}1k>wR&L9gAQgjBBw#eu!eYP6p4wHsef&)d`C@ z%VU#uV*PwbqJ5}uPDs|=i2TT*_r!2CXiI3yB?Ob=iN=6Wb@@M#u^g&#PD`^{f0f zV&ZHA4jA$-(Q^El$V)>=6!KdIiIgyl#Dt^ET60QgqDE8`BtA0<7qTOgv=3Jnjh^WP z+Q6ZA!NDZa8iaicSP+)mvMz!vP>_cTSnXFdQG5!M1bg!2|K1bw2_D86U=thj{ip%P zWqIAvs+0MjZZD@+zS|Y)jv`$E8Q{w~N7V3eqX!Yy$dc*ijtRU!*W~NO`XC@dVn*mT z(|2-cXXH6Jl1QC_X-nd7Mu(ooIINXOlbF5qAr_gMhBd)AZxJI3TWjc8S~mFf7~7+5 zba@*~5S8?@tRfE`@|$E*Y0>TF-3^{2dZ|Lu&_7tXt6`rNkQlpH%j#o;XnWS${C6v5`Ree`1sTJt#<`s=LAKak zy8f<1OO=XTN$H^y?CugXeZ$-UQ&Fwzq^)klIb#~)QW*Mc{p5A=$jFF9JQP-vcg$#=ot*~T$mvV%Y1E&|hznau7Caw+&(1Vlg_h?DquB+3A@Q^=Lyu!5cm%W@~Ek zDJiLP8*^UQXZgtV|G_pCU;75oQuNW7XAzpUIWBEk!kh5gP~Y|6(ju(#Y(!HrIh1pC zAMijj{oEFG;ogPs%zG_s)d&}jS%nAD zO*yVR3ZdkgkIy&ZKB&MaThLigug0rdnj+Zv!jISyf4IFA&sdCla}HU}5uWSOy;XA) z0uEaA{qDrerc;|;0m3L^@rJ7=tA4B50C}4L&VKk*Nx^akh zq9f;t>=na~UcN6g(phN^ODdOJNt|ZNGY61nR4C~PnVH)ZeZnaB5RZ7J$R!r>S$GnD ziW4prelIQ#U}yy*D9e`D?xOH_(4CRg!1G@SpB`ev0VH!6n(Ka`U>|u1Q*B7FRt;U= z5|iS`g-U`zvV*HZ>ankrBBk906v+GJF0}93YIrwT-zWIOF;=~puY*IVBau|r>Jo7L z%7))g#$|+nq8Llu^$a-=RCrTfpC53H%20^{56s^Kk6>{q2r=gn^|b)1uwy& z&xsyoCmSBh%?@k*gue2BQP~giC;YEr+u?7o&$~gv(O41P!t*=l3leWpZ#ee)M9W-d zS=nHJGwx8BFzv3g0)2hVIbk6oI!HM_L!=wd?QFFQmq1Zj5k;rzMyA|q;b2W&;`Jk& zFt}Vb---P`D4+MCdC!^RG!gYLTzmR=l_1dkH6NSJzYs0M>kN_BVEDe2wdCk%gNnW9 z(&`}YbD8AjwKj2%w7{<+E77HQzs_8Tqt=5pLgW$mNbYL?uC}*ITEqKcy*eT6u#L5*Et_hGpwVd+ zB&Ox05LNvkUp=*Z$2s~nNnYpG0INFXl$kRwa;4zMfpR0NNzl@x59|0cT})R{iE}1= z(BdJ`4`~lIQ0qQd#wd2OpUl5b9vRp6LYvo)VhVA4$W?d(jo@rO9RnRY zs89nS^-BW(UjY-pUO-U~74n%EhzQkeZAWl%D?&vE*AZQ1Vv|HPf+Y_@`izT(f%BaT z8JO@%?6Ao%Na^-pXb0Jv^?@nKXSp2_QU93a^WM_6Q2g>e7W5UMaZA)rL^w7nOm-Kf zh>6>iS*h%#?8A}Xv4I2=Kc=G7oyh=pO9UGfp9=B7nF}8YmOJd_(?UNX&!`M^^81kT z{$n~U_q$^VeSm>Qr*=8uukRp) zM1ryt3%%j%p=vCBfGkpxcnf^}S3dsl4O%4wLbzo8k)!!SYK`!OVcYUF$&M!N$T~Dm z2EU*j%ddwYR@x|s=FL+@V1yt{~w=IgFnrUC*Z=J)zD|E3JREP+8j z78unf=UhelOJk{SYrhLcpYqZmuIE}SF->^y>g1)l&c{my}E7ZINAyM~4VJDb@(L{-h$BD&O>;iHUHP|C*Lv zRJmzjGgtX;5(@~&9PS&MuS{;^e@jX`QKG2ST(Jq3L=|h_tLe-w{-p94cx==cjGjZ3 z)6uWY;Tmjn3#q%_dkqxE>OLC>j2ow_5+jw#>_(G`BN-&RR;G&^e&4U3Hnop`??IN= zD0&48{o#4ohHTmT*#I56Ul66|;34~R=fsJ}k9>87Mhy94i>cL52aBNsg>J~gH{hx< zB)1n6Sp^lwzAVn>xM_EV2c6O;Dd5dKlKJg4CPT{$p{E!Z zPOm@=)2D3+Je&K9l|!w811E zMJ7CPNKsQ;t4V_<$-~|PE|Xp-o(q|`_e+<39~p#t%*z8n=AtGH${89^zD2-{^SmyL+orgeu?u#yIXxclvq57O+r*}!*C`N@Qa%j^(p-4u^M{JQ@N zoc8%UU+(RmCIpiuCMUDRQ?v^qysL|vIjgr3Vkd2&!53K(!!yd#U}cwU4S~^9r>uH{ zVEvrDydygyTmgpMUGCpi{O9%XOUi&T>$AYt60nNGW+~CIxI{Ep8$2vqJ{dB9X0ow7 zUK5PG&uf^Tjh*SsOlXkCM-4eKq^I5;_D;ZNwlq3wLuLCQ*n0@#NO{Y{Mi~Fx^(Fox z4zSpv-Q8jG<3$qJ{8;o{^!lepqgr-zYr1#V*I~nnZf<*|UhfEKzYrtWFB_>bU?G3s zo;480c6Cy-8wt>bk=udixL zBh44WG>FPRj(Tj$(IFDb?$zg>cxlXUA~~b)SDJflf_(>9(xnuNk1tQeNTy~qnuti^ zBW4$cN*324jI((pOcNV&Mu#)CephZ!ia$d!cMKQGh)5Q?a34cO$33g=o083}k#(8g zBzeGg@1StwRD3&u@gv3ZtRQI`1(H8RV*3oQ;Y=AzgD(e~6uV{)FtPCY;ZcU~J|fA3 zSHl+BS;Bx+8U_K3<86K~iE4Y>-paB#Eq&?oQ^HE%UJpDcNAPyTZs+bYSZ_IJ(i}`v zH!(=JC2LIoB`Bl$h{{S?S=mMGI4l}-@N*$7m58!?vtC^G^V4@&bf4JqL{oHl)yN;mRkE%*_flh zrq}bB>$Xyt>Gm6z-VHljkdVWXqC#NKep%QG_{Fac7~k;xY1hUZ4w?&FxiQk~Vl2TToMmTs}=Q=&yPREbh4Lo!sQckV_)r>m5i|R#v?D zrMX0A?8CMxUTYna|N8JUa-T?8c}abvsG9)PW|C7?aH(JfeVavr^xuesNXbln#)b87 z{Y-LeS_A1anZo!Qz4lthm9bLW_v*G?m!DE{EDNoZt%s2oABB=3$lO{dg!ppf}!Z6PVW($kkg*{ zyNhG?I zpXXCMhu0ZWuKfJ`GK`VK4)~pGXqGbSo$L*w1N>7S4N6KwFoyDF!yb*k#jX=We(btC z^=)PZh8(NM@s&OcW*jX>mdpqHve7uryz;f7)EE%oY)OgE8~ zj3@5zPI>XY!vjQIHYW=b&~!xWNIW;oVBHg_z%FZ7M==guHK00WeA!ZM0z zf*hg^RS$lU1{Y2(u6Iwi`t73Sxl`FCNZ2C0dC&Xmc|gY$OdDr=sy1%0le4p0i=_d> zya_OL6u^iP@jkIa0C68e+n_t+dHo8fQ9ns=!^E;7H43RE)~lPA?hR9A(Nneh^0c*T z^~V7B!7O$+r~m(0oH8X`m|NfK4&bbZqlrx|_s8B z&MHN3wsAhfarRdjl)?rKPgw*Tq=A2=gGoDlwEAp}q%0rh2QxV`VRL4>zYS8UK>lK9 z=_n+l*eO6Y+0%AZ=H?y2#xEn|NMpNAq^yu8SF-TVk23)Y>pG=akW||5!y7-6Oj%R%+Jh#5sut~KgqYxRNd)G4y zkA;GFX#5+g*DdgmrQAqnpabbcp6{T$p8Hy?Dh%p%JD(O{AfHG@c##X(8`Ni# zH(24k9bJOA9Tn&)+U;q?+7jxp+5X0T z&sf+Nf+Y=EWYEGpGc`aPgKY2s z_%lwMU&fQHp7`$^%r|IK<34u_9wIG$4H+~y2qUWRe4*r-DJ-KlJRsYy0z`?>7 z^BWOF#KB!Q-(uDZ#GPCvZg7@bHOtwzFuY92nEM(*Dbtag%KlyX0H&_4R?TiBu01OsFExBh*Ud)YzQITr42e$5O5S~$5H$Oa zJl?2+^LEEq6((XLF`%;HA+QFj@@8i7s=BIe!a*!gQx17rq~($h*jQePM{RC@99P~% zf*PrwjGa}jRh^#ezl7dU`=2Tad#1JyV8;k|bmu(1dEI2zChoKo{?niU0a>wn#RC%- z4(n`m%ijP-GVvij+mKiY#~voV1Sk~VaeWBf8(x+Qv*kvz-gGmj_}*sz220!V4b~Wb z+R{=15p%~B7R1-wmd*s3r+RHOZm7}SX${7xpsmkmeYmK;sbsg+TTSgNoEA#*&$y^LmT-(w z%)`1ch<9dSG0X=&gpnk$O@_fl-kBzb<9)a#zyuJri~(LAAcJ`q40;@sa58RGm2OH- zct1|DF35%FaY%+T(m;1=0bh@vaFPeexG1|vpg_?lftP{aE)OEG?C$RV)(!~@Vjc>f zWDkoJaAy7%Q>;NqiQGJBufIjmU-QQK^|uoo-B)=m*Dq)S%M(;%U;B1{JgENp6Ea98 z7fGSg4QX5vl-~?G1a7IhxwoPOvLqu@(_5BJG}*FdL}?w`M^i^1hC)AEAShmVm!=9& z&aki<4NP$bwvtq8SG#}lJ(maJT*U-?= z+`|(OJMsD{FjKbMZXIQhSBeUiI+`Y#_t0{lSn!q1mnu`Kc4Ep0du>2GAP!%{?I9}6Q-3ZnGF>SDE5YzDUGi4;FLP!Tok zN6=|~USpZ|)H|-C&HZTgo@QcNUBKB~SrSB^tcG=17(Aj$x6{^xGpo5D?m_tb7;uE-AO)- zcCaRd<$@DSYQVa;JAy0;_Ih&?g~DKl^*Y|W*_M}vm#+x+S$*ALqx23Bo5Z|+X7KUg zvGdh1O=E=_-e@Aqc-aB#S*ktdpevNa@_^R)WO#+N)P+w2wahTY{qx9-+`j=b|G8BA z=@i45A&q*c!yh%muJwzv`CI7A6Js!|EZt8vU>`CS)S@pTqcpjqG@Y~SK701;7dDgX zv!ss(lFy#8qR`0{JpG)R@w}3T4$eq2N8x}s5KrFs(O2h@6R(ZnX=~1eXvm8JFDfbn zp0xqH_xwKx63=5LzQP=EzngyVjnjtBxqCq4_=w&+q33w6v2t)bVDI_K=-Wp$u&B=^ z;Lg#?=0po+rt}3?5hDPQkSM&$OCfEr9LGY^vfu8b6x{Zee>S$ORU;>wM`vulkK&dn zy)~WDF43p5X>5_6e0gDLplb{JzOcQwNqF`>lzb56+;K#=6)Pml3!X>H%+7JW-@DYR zZ5tXOzO|xzD$+i&9cma4Z=BqIS-fYO3duRikgRXif}G5FZ5*l1(`k*hAaR@cqi(Bt z+kLm0Hgc~t)N0^1SFg?}F6hT>d3ED`!vHM~OPg%wQhZgAG2;o{dDmTm!!p46yjA$x zef7CDu~Kml?2Tvwp}3phZ1Wc)>W%xoLX8TcUm&?&F(DN;NG6OZv4*yBXmFbh+*@kG z3R8$Utj~6*N8d`U9pGrh;?$fQ${^~|tfk%;kr;_z@Q894RIFi7D))pXqVkS^7>4`Q zR5n=F4R%OdI7$j@vrc)oMig62Z>o+0A_@$jLw7SwB4-1XUkhy-0vL7nhxJhVco)Ak z;y%*D3hZsp&Mq7@WDbbaePiBW9Dhod%eRyk_{w?Q^zM`xufj)2&n`r&*=uG8Kb49H z;|MSYk7*4Dlu~M7e>y<)Au3q1ih-rMZpAw9XvKiH!e~5NY33yftt{nk?tda=l1xP*`60$Ul+08>t#Q0Yxw}ya}=%H^qFy`X)8ndK(F!IeB0JA5t z10-(h?-m5RYnl)ctx1ZOBi$;V{Q-5)g(vw+g1ZEg#Gf{>Tbt+dBI~x!(QQt6_+9FH@qIBk9UQ3B9_X2knDVY z5>4r)^Yy8Z7U72XYO9Pm>%w}ZBBN~*3Zcn3Xl5iVJjr!&D{HgZzqiN*$ayY(+ zpz3g($=eCD&G2sx*XsEzPSNT3mD|dm$oj@NHwlCb7lNdVy(CHvi`RqB7b_aDP@N*ktjZ%fouZv}40vhEXH?{9Ms>zM*NqTYOQkY@+~Yq3+w1 z_2x;u>%bAbP+ZSiNJ^xDTP=~e?}n})+28+&UlmPj*y|gKv{>t+Hgx}+v|izE-jN#L zczverh0I?#uM!h`3cgf!KYQv;&(Nl1O@AY{J zPcc~278-QS-%D-g<$Q@ZNIgFd>YhdVCJ+$wP%aBR4avq`3Uc(muPR;m@>ECZM&m-5 zxo~i*R;Z|jj0)8Z77VAIHJOpG5BYa|*Xl4#f&o|0;iRTfZ*ZkAj&PSrVNq1qm& zRQ3~eFczsfwY-`S*bQi7)2RKhl@s3=VQ@rxlkzeBw!)HJM}^Cv2Tj}hn@M$B=-~S= zj)`Cwxq#dFG=i-E!u?4V+rv5d@25q>?nfsRns7I);jR;hYHIg(!K6*>V0XTEBollZ zFn#mBtg*e5D81X-u6065n7zs;`%ea9yefJB*^n$GeO(Wac^t26&@mXDp(O=;|3n;kE#T;o#u1P1S7ICE<>hR)k^2%b)3&iLmH zU(7{;1Xa)mBwyHF?5^-%KbQoZ#mk2bh;`c(V1%189ryw%g8clFv8&L(o!mGpCk==9 z@d}%5!|DbFK{g*Ja&n=$QWTEdaG?4>xs=GwDp;c_U$l#>q{&sL#i(RkrBN)Up0V{L? zz%oi(@1*FzPL1bF-f%_D&@gz68Lfa=E3KsTJ%Xnr&8@}0uPzo)^cGWiftc=@hYluiz0-j!8DiCLjliFYeZb)l5DNnSh$NR>+ ztDPTTnPav(_CE&L@IJ`2Mm>_%3;vvY7BUjB$yJWI+-D-xX^qqyP5U%kw+3ULX-o1lcu7Z?HrR-S(5&=-5x zpG3%Sx8VHa(n9s0&FdN!M4z!f2YZ(`|OSHrZyaV>P|(Gm`vC=o>mmZlv~{3?D@ z)+<}akc4=Ke-7ek2`B*yHa0)M_Jagso#$JXzzW6`g`gt>P&gp#$h-lcS11u%sIRYY zm0Mp@<=>y@KkGeO7U97j1J3_|wX;3sS&5^}n;AntL|4F-KTIDMpf8eLzd5BM zW_aO|J++_1&cNykn+jX+!hsf*^laSc*#CSh5_AZ71Z9S0xo$@*hv(Ls{(tTqa=tcc!N7s7*I4ITc8jU= ztoThO12kUCBIee^Sch?sqTck0UnlBAeq1h|&E@eLz|vtTga}+zx;{hmUw=OYGT;ou zj^K;SjdV&2%cQWsp8}2E!!y;Y&jm`zIv`YRtoau7C>js0TK1rQua&d1P&6w!t0y1Ec=ydKrG zH3a!wZT&y8zA`MU_4!&-=`LwSL_)e#kx)tLkd$swLXeb3Km`G5kZx%~8bN80kPZo@ zQxJrA9)iUgiN_upPn8ipx4FHGw~OWH2o|Ga@1nPo(e(t#V3L2q0@JeA=(2ol5f9vU{Ha~ z7v}VuhZeKraF$SPe12YXFZ$j6pc5ml8?b! zy>a74@kr6QJZx?;w$U2R)8g(YG=uFf55WS6hihE9Yk&P?3{w}7U%aSS3=mOH zkyYSfiW?%xcq{l{1oY-%iGU#D%WLvE(mOm{@r|gxyzc3*{_~sc<&e}THS0V?M=I=S zmrxIOmI6TD=FMihN^LFJ^qE@NdG%3;Z+{*`L5k!7 zxqkB_Y=)L+$#QFj!l;$@tnP;=yiaLr!tNj+)7$SZYaymO6%-UK_N8N?<5C57B?t>g zeua&D8_Ol#sc>~Pi;eswJLO-!_#13Q0wt`GDAfxrplj$lh~wzu`re&AnTrH)WuC_~ z$*Y|CwC70K^{~t9H@3DyqGn-{dJ}B1NOmfJ^6r7GH@K)6tS7*GN`qFOfQH6)HP87i zr^~v5^+XMYzUS{UjIZV=R@9eM|LxN&=qEDt*eyk`!>h0vC53VSin#&l{|AvA)8m`f z`}3P%feYyD zPKTYACHVzj@;4dE!v1|=UzmgsG9UJ!YW6)eh-PxaGC8sT$0O>|>DRg=G{<^RcLp@W z=inF5&xo>rvy!E|jIoYPyB0I~&IC)(W8VZo;DtQWSy^M)%srJvFX=z_lXqEmYv7cE zIlh9gQ|}*T1q%WLKzNOzc;=hP1|VZ#4s&R#E-26*npJ`J|0&}slxWY3N?ShP?4m( z_Nm#7$rv==f7+&fss(t4kzq*%A={wHpJc8pQIv)Mtl?5)Hd7Q$QzxUKW7j8&x>*Ml zddUm9GoF3DsVU^Onk`)Q0$mJeXXo=t*%?>8BgqWP-hgyBPCRdO8^l2whYUx?;n4Dg z_iJ}01iDQdOAGr>ef?u^xR93w1jrE(t>F!l{dR=11m55>-<0#i=1avFzb&p3%HBm*A9&-3MRo~}3*p+S zEq_6eIrmB~pY`xL^>@AhdmUJCO76Tmh6E=Amnc6;tyBNs4|dG<*MF8-4j|txwffJo z{(V_l45X`9uUb#mQg_DjD+Y~Q&=SgWBZDJq1VyO>OylLT9>xbxbOrF$6vq}GHukNQ zn|^WuLzPMYck(H5CF1YbGwzR;}6m%z|))kd)0R z-GXN{LoW-b83}cPeKBaVjT3KBk_nKJJAG<+CQFM+&*7Nu`KlGhq`+tKpVxD8G@7Bo`3?hl) zGQos~kNV{2ynth1Zj%7alQQBj+&RVIe=X-caUi#WBTV8GIan?+$Yrux@8aHdtb?2Z zh2~`j!x>Y4%kM20%SF$_L#&{n@O`D{kqDt|Wc}t`doh%?++k~N+Z$dMAmoY4KD^bd z0vt5_{xOTw+Qf6f> zEuTSBl_5?*{o-Fg$S|dZocE*wiyQ&zvs^8>2<=h5VY6?n@Ej=D!a=`@aB5*3Y}^6R z*_qIh%rUy>b2$Mt85&8jYb_R9K0gOXPT;#X~eNLPpF*4PbkKTN-53pd{U@^j?>j_Dc*hGm`qmo8nZ=j%TuY_=IWzzkem zU1RC8c@+{xf&h!of^+)5V*gm=^oRXx8q!}XsA>HuMohy}0z+?3l_IGk5?iHc$c z98zswVGkk_XVs|wv(M^Fl88s5BqJm1XGzFU1wKF?ny?+d_oZ)NO}%{f15rsQgH{s( z3OFABPz{KE1?DD$U-@K*8G@aewvy(JI4EZbHh!ru?|Zy7$XhrL>w+5S=ilBwIpmkx z27qMd-6kO8wvJP;XUvW|y*Ynjl)&r1AmA@{)_atf)@ywx@_IkI5+Uel%CW7VekbbD zV_hL~3F!_1(=0}2uRG*IMn>*y*;u4wh=@ea;}M2AUf{DvON}5) z4uAP@D`-R=9HqPtQ<>9U;xzTY{KI*&7;vPT-xDAuzc-CYX@H6X)6h#ahc>(Z;I%=`ed51Dief#!o zYRcdd%yC9Qf7qK#?PCBL42;Mn)^l6ot=XTC!{xjxfAb`aQ6U4Mu) z&A*Yl-r*!Kh1UG}>w-9ct@`gV!AJZ=uLKng#L60Ig})otX%$B(TY?OIwbfNI6&}Bz zeCtY}q^GCHb!3H*EdX0_(Z$8ZA9N><8_uT({m%%x;sxio9MEm@8b0$PnkS~40$x3F z9!Wgw2hSl;*g9DN{4+Bkr@^(q@PG4?2~;3*UWj{oK*wxGg=GJREL|_MUCjo1j%qeC zY(;Q~CKrPNav5@KjDdG1cU9CDatmu8KD%at`_~_MKOhQZg9zCPqj~Isd3i8e$jACW ze}t%UBqDByhK9!0G&zC*X?O$i3l>;7X7f9)X#E@72xTjf5o+R8sSpUZJCEE#g*Y%6 zRFm(e-x)5oAc9pwb~){v3a&Ebm!(7Np#$9u(IyJ+*Xhjr>_G=Z=fdn?9pz^Y2r$*%2W_yxt0M zzvhwF|Hy$qA6DWX)`RxfICY1cA=&ZSaKUb2b;Ju2t*)*vj+C(=#wbE|+(hs4nq5B( zyh!YNH{9Aqe8)b9lMDXo+B#^m0m-2K1z0e9kq>W5O3L@etVc|QvKPG(Rs`F~>LHUuSPU$hr@UPOBHViP7s8Jq`^dutH9$Q#E4`wxAMc`X8UlRr{{>kh0c5bo(Z7~9fE2g zFNaFVWiab43E}?6f8Q6J?F`}KKrR^~eTG5ntz}uY*S)c?;1d%+7`Xw&>v>+Q!DhHE z=Gximy8=(Pv#K~VfijK(Lef%E<{|PY8$k(Yz1yU|s zkYwfLt4A0i1L8m==Ln<)@izbxDTB3%57+qcR%Fkdf~+9ot3blp3O&=lfE!tqO*f>b)Qh*|XNlJM(udxRoeeXkq ztzHTrVy(K*d>x7RL@*HJI?P2jMn?UEfV~N?+=+?PN6;2vrYR7|vK6+0LNkV4D*!x$ zEeO(2qDLDOGSFE(lhNQx!EIwx3lY2RE`MUe7E<{4g&r{dv5-7NwK$bb1rsJ#>b$eo zT7#U|^+MR$7FtbdKUH70xerwXm>1_u&SQ>`XfXy4(l9hML?4z6p}rD$+-#x$UO^U_ zMLq8v%ZG4U@d>A4>_O12V#6?pE?HtB^)oL)ev*_xz4vcY;tGpi9RR{(qokum{pa8j zhx1ZDS-0w8#zl0NM+kbM7ZEU|&CQwO6B0I{{_aDzbI)!4k`Yh_>y23K1~862Tax#~E;WxNCU zu}Xj#yacGh7YL;{lzLCL7hn94M%Xi84hPunO>}sgC_Z5DhSnnF^SD%hv6pFcAi>^3 zk|!6TUzpmz=1L)b0=?`Wdjw{j#R9T)*HHa&se=J$H+6QhUE|BNk)<2IFjnK*|E$|~ ztkN5l$yDIvu-*Z(%V{MeCVmDG9Kazif@f8Ee0`+q@7JZ{MI~j^eum)b{vZJEhu>tE zp_sy(@%HJz5f_3gDOD2NYiva> z8%9OBc2DIBiZx#NWgv1UixSM#@SlhZMq`U&Wl7db&d-Pgx2zL5fZ-$+g@G8gVb87 z+Q|k%iUFsmIDqnvYA^Pjub8!O%IQrFL`Ed|V2Ef4(7~|`6{&Eb2F-2}QlF_}^nE~t zdwza?l?((Jb^tp@IHvP>G;%*Bge1OPtfz%Y=u8v-Z(sg8T)2C{`Lf-EB!cFMD8 z`Nk9lGhofeVRq~0CUTSbX`T|wv<@BP-fSs|(BjKW>%NWzvFSCz?MMHf2chgw1pFzo zK4@pJ3k8sr=|)GLeEJpt99+a9GGy+2Q5+yn`|xctc9+hZhoOE*3PDQ|68d;~opT45 zk}Y&FT49$49uN_SA^Ilfz+F6vbJ^F5V8EJ6w*OxfHSHkhpvygbA>N83+}G~vxYeB- zYrymT4q6O6dy|RD+M?NM0g0)&*Nvp0Qr-8u@fyap#=VvUSbGB&9;!V49N!M)d6DG+ zbE$dnCAEdrgp*HuPX%!Kb2V36NIJ3wc~3*n-|8iyEF;2e!K9yCaHu0y)Bk0d&e1Oc;;ZTv_J) zKgT3X$B7J+BW}iWnG}JYHCszB-Ju)DD7x1H>`xDXPpImO42(+J0N(?<-kB#nkDnrl zp6^{c=TE2z7kuyZyU}mxaQ+0g`5UNZX97iEA|f{uc3S43%_?rqgUf&N1OD7f@8%2N z+FqbQJ0=Qr?M23Pn%~EGE9?!Z!>BESeh*fnb3l0rtl)}Tcro||L^a{k<;yCMX-*v$ zsC6Kj_pdwpg@piM-f>Win}YqyfKM$?@bU>XmLS9e8nWuqcR~OR2om`t7%&GIj|#HN z|3!s2(Gb7^64}eFtgI<rg84iid@HGs4y9}(@p{FGd@Ra=-Kfr;u0?=2nx;Rq! z_t(`Mq9X7j__V)Hv}rdJd*YPyKKcEB36-e#a-NE)XQ`BXl2b6;r5-BNQ!_I!FIEqU zU70FEwr*`ERYqVQ(!W*Iw?A}UUv&a(@9=Aeqk}(|I-Xqg%NLqSp_FI}2D1krp4u?@ zjqjObk7!0*(nT^q1~IIW`2YQ{dK9c8o9~e2+W($sL;dA)*=jH^>wY!g;qTuFQaDE~ zHx*{j&KCo*C%(R0cJuRv$ZIO--#h;hi83SR!YiIGodu_KOISXab3Y82DsO zVuEwzgCI;0sN=ihEt!A#u&Ewo5a|gx%skugd9p$4nP%?7QSiPhcJLbZ*S%l+DfTHh z!KHEKt3CYI<_)Q6GE~lCM{dL+Q4TwRY}T6quTY8XS9j)C&;lb@>zy4Af-rx5(k6zpkk096oanpC71zoJT} z(yM=g3Y;;5-h6Nbc(#Kb|IDwIwe<#AZLl@p$++E#mmfmRhI!nfuwMJkpAp7aKv5K6 z6y_aX+pw2xI8SMjRp1?tKX3oWR%=U9CCuzhB<-dWdK6w@|L`GK_3`xLZR?%Q1~Z$u)|jrM-al=vZu^S@POC0{xcV7)5jP5yd^!)w}bt z3nVOK-++<*j;Ej#N^igOLoJe7?ep$?(s00+SL*rXT0+QLPoh}=MRwlvP5I#>n-^SU zYX7s+USz~*llw$NIYi5U zsYW_AR87u82rP`UCC06|F6aH|?22c|hs#2$hFu_OEVUlMJRg=+KgWID-ob%$e_WB-fmDfx zY8X9avlrl(=Ju74DS|DB?F*-!xcmG=iX{Ggidl)e$JJph-Z#j#xP<~81v$vm@T!e0 zLKYX$Dt`W|Rf!qM62dffyb10?zJ3YnGFgx@jnv;wD|s+Srx$6^A_vSFownCnz+pek z^&@&`h!*$dVjcq@P%#~G{N1Vq|FN*}x9aK+_h!TA&9s3isbeYBhZ3%CrbUTjRB+7-Ag(QHj{4%2IE;rx^CM6Q-YGD_ng z_bT;N>!$&}+-mtTu(4Z3soDR&*2Wq8OU-+83U}OVj<5u| z8m#SrQNl<_9lUFb1h6=iN{|qOcOwMDaPXqj`~3cC5&@aLx$YQ|olz(YhsX|7ui4|d z%%ndcyDD9?Q+*seJ8=}_JWn_;qKfjB%j{ieq?&E5b9LBPJgJHh%#hGq#|f<*br$m9 zx-XJ+VFU#>uY=#Jkrq^~t(F%%njT`|uxV@81ZIew!$5)y>%my3MxoyLVPXT{eMGum zT93tEyIG47~fq%3-!89>Y21dRPupOS_Vnx5Ek6rf%-mWa%@} z(p=X*cVtMg_x;^@=5JlzRN$Ob8uvT$Y9yODcH0C)b9Fwcclw9xV_#^zdUc#5-%#ya z$IGuysFJ%0ACvENnO0MIPZN+oZ6gt7iInJX+_!0GtFy=9_wj+_cI{`h1dzkHo%UiI z*?OlOGAyD$1=v(H&8QU^VxFa%P3Ys}bMN^)RPjL+5rT0sj7C&wU_OQV1j$pW(Uo_% zQRHbA86ZIccPguYu;$eB{Y9v^E+9}NR0~{&F0y>pyj;E+9TelMej3y1Q2y}kkO(xD zSq*h0jY);1wA?K;np>yOU?UDNQ@Y?!Yv1ts^<(Qx?#sSS1u>d+n86Eerf%*VUs)=N zXo6A(J`d9f&(DUVU61CdyDg8HTn4k@URm%D6q(WLj+Wuf#V2gEkm)}-XVWU)3}I_F z?e?qU`OGr%-OmPyeOHQj6#lbfM}dK%JSo@wP0HOSq{n?+9oRT7tR#fQpg8VeHD_kB zPx}gyC^xPOPE(SGy*RJSQL8sc-W|0e)19K1;=XwAeU_Fua=lwX*Ho{O-@0mcmd!(V z=U$X(WaJHnPR#PwO{n5QCD{;Qd06-xf73QB+-|W0Rv%yA{+@4vwfv`AfIMC`42HUT zklb*>7~~r0`JeYEJrJIG<+;ZBbA80B(0jm25z1UQ{V>zFSIfjtFl!Umx-{;DNFz{o zh@DM&_p3>P#dF@^Da=f*Cgm2YYyp{Euo&QN>hzD+7)wdv(+M~T> zrxx;2UC$OQ(VW*!{yR(Z=~te=C2*OKHM8HCk)jfD;jrM#%9o`}xB%n&NVVQQ@XpO; z0SQ*P*wbHcM_v>^)`v}3ay#1pRY{K6>gkwS91z9d3E6s>5Hgrg6nlzv{+xaUE*ca< z*Kr;7@QtrfS{0FrwBO$(yYSz?z+hik53YNoSBAC$&;e`} zXYizH(H>{W)8gmt&>R&ck~M$E>k#~nhFBJr3s8TMbXbkH=nvV&?p)=~^2v+kifxs= zbh+1Rl;Cjqy+>%aobY#luBwO08vBHds@$-AVBKdLVtYrOR=VP46ErBPM(|pxLoFQ5 zJrOaCcB)Ejn)=+&df`R2+PASi6}Cg2uCtTu8rN)SjCC?A@G1?=%id+Z5O)p@s&i{2 zS-C^{arR1TF6+AMyZ&}cq91DIYzK3K&Ms&HQ=-+(yi4OB?AJ5wLhDI2$Q|m@6r->C z9}cmnfuL&mok_@kmFDFQWM0cJ^-voKgv^K0!+698weQ6_NnUIDAz;09YuzdKH>JwT z?tX8uv^%Wr{NWfM@*fO2CN*gJ0vu3WupLNf=7Blk;m`a(Ou^rD(W7k_IG{Lvx>HgL zzRrhw&|Z0g-eL-7Qgey3e96}#BVv@}xDj``;`jPoRc=gg5%W9KFw9naj<%k3IR}w@ zd0zX+bMPn!_;LQ)pZ!qY5dF8HL9Mk_S9l>7E{l-AV1drcB zAie?3Pcgcu!ynZpNU^uCz6_QjCcqF8dMpn8KS6W8sqE5BNAf9Ocg31iZ~eX}fe$@yft-(7QhUZpmB#iWiO7`16ct1?uD?g?(J(7azLDbY z(pME|1Ny|*his?2t@t@Q3+^bG-(pA{bs)~A z%?=m^#RXIZGG1b~JLfWgLP?lMWp@XXkf`RzmuwIQBBVjWRidYSo-tVD7CoNt|e zEoS4rW!9W|wTs?~b9d>E$9uj&Y)H2GbjjRIBgLOc%i|~~TXswR`DVH6{c566yzuyz zQ0W2dl-wkCw?+s(iqY4DA3EnU*zD9immjh8hV^5e)l@Vh~6ZL&l> zL$a0i(8`4<%@aLDz{^xL7fxHK2Lm?cg7I{wIko8@4O;m9=_jF?6$%Bcycx--RCM1n z32VbQ!#DXYW(;_4pM;XXo(lxSz;S5O9)jpjV`C(UG&reVuu#~X*R@V-udULQ=?%Zt zq579o>A5PY!Dy0*>t@VnUIaU-W{6u^nXFW9ZEA`%Jx%_2F)y1@ga_U{anI?s7!7X;T9}X%fHantu^%_GICB zy?CM+xklkjoN$}B{wu=I@qVaE>{s7-Q&%wgEO(Nchb_JvwL$=QVi(0%H;K2vP=}v~ zi;$K^EF>U=L*RTz$LR=i$AugT2{B8&3g~&(CP)f=6kN z*B7;T*k968$A^s22+t9nEBAkr{V<#SMk4=if^^-TE|*2yN*@;1I(rg+pQiQEq8r1| zma@mKh-g9Su$Xn7aW#%(EVsV1+K@yIwQ~o@hS#%>Lo96xyjY1$%H%B%A2bzEik-VO zO?ENtU6o_C#S*>m@df5l#fwnvxEbETEB7AHXm1 zfyKofp4FGGX`QhA`u>~sDeAhMubPVcSL zYx#*j*>P(s2Wn*Xl@7BAc~B&a#%cq91o{v;r_nQuiZ4};W(c7^bfnybGOLXY*Y`bF z)%NJ~-LKh9-Ihc3=`yJ6yjnWbv@fAc-I@yF*1)GC@P5IYrt>>~tIqc~zxxzmGX7O) z?%U*6c%Sm1fXZc};B#kGJzc+EmaiiL58KPh@=ykQ?>fOal%-!+o2^#@#US^mUDW#} zW>UYAUFGqA7)jteO|DCCP<@SP|AZlrDWevv<<^3AwdVKwjg?@|j22R*HR^{geWaWy z*NwvyrP3Prd#hBxR5@+n)H^BKee0fowrY~rsHL%nYW#&>!@W0;^qooAFYjxF_07f$ zO4k&xi|Eq}J?L1NJqXb4EllP9F==!6V{*@dvG~n->#rL>{TK22UbVA*u=xpEvW(x> zE-o%lgn6jLQ35V9Mp~~8FIJ3>=M4;T>e_pS<7!dY=B(yU)UVeHvoB= zX1O&56#9inZyr81gOcAK(6mxlPq^F@O@Jh#Is&DQES1c#s@&0wAUzfYvFEv`6mv##Z8 z$0p`*b6jT%=>sJKr5&JyTIEljlsXuOEgqk<+vz=Af&Ipv&$aoy}-@C)L7WzD~nyLhO+m zC>)o|m!L%`%4&w%hw5tz=zV>P91=Gq-NmZBri0z_?bH0TM3cM85`0&;$WgelWdJ`K z*w6K~IXHhU?5euV!HQg{5mNB538u0t=-*7c>AF!@J&kE=T)Si32x5X~n1tYc}t^r1k}n zKTNs^HK9hfg-wA4vcQr3tz?s8WP`bwZr$rCCcQrEI9MfWv4ZZScp+WyjrC?@1|F|I zlbQ1K3^UYf7izQp`P6Rp``xzbND5zOnFOouWc<9UW$zBBg=1;^3m>V(0zTp73@4iD zI(2=&dm$vWIq+g{ia=5iM~A?i>HOB>_-B4yr`!dbM^<04qe6(Gz)mEmM)Q0R3yJ{4 zB6y%+Av=yLeT&NFRS%9?8C06<1wUcVbQ(mH?1u;d%uixXUi;;=Tsu{VHoW-=ZZl(y zC8$zie4I|6-Un^>Gx^{N#WXkP2QCg#ZCNKf?=i*ad35+l_T`g+?dDKlfmNCTKEv)s zXgXYM(7rXkjVG0W=Nz|#HUF?NO!;}|qyrA#B)$lb2VUdl)Yq!@jMq6^4}|Xay?fXU zO%`#M&ee?4Ccyrg13d%nADCoh(aqM(dP{xZft5mKc`h(xVBwLdSUzgVi=(%!kpH4@ zfw3%%``S-ot3g(T^px=dp!0Z7n~@h_Q&i4F1^4Ca{Tp~EvdxZ58u$uF_nLk)G7c6} z8Edew2?jy5zV%gCuwxdhOIO<4TB|oz6DhL#V7N0v$+~6+&BMw_>S8(mjHYu7QRY)f z&hrw-3iV(?{l)7%mZ_90~dtYJUkM=puLMK|B93 z>{eSRxvm@cJb;#n^>3$F9Z4WL0|J&YI-@s%*Zx zTJK_ZP@0-Jm%d$5?T91#u$;p{y|vML*dM*#vvJ>mDddJ=ncUMNGj#R|7!gMRwGy`? zlCo0NzA6b|7v=9l5lLtoNb&54rFp6Sxf<*okM^OAnDLpaROK%~l+Y$LK%+d;Z3nJ_ zJZ~RH_ijMB;BC5OukH!w_SeF^T`&=q8htAG7yS@iM`Cra(FTFJhzI-F2j9+A+kRT< za#p;F1&g1s^Yzz|$+GC0uN3>2TX8>n*@Ra4&zGkgxiLdy9Z^!roMw9sjF>Jrz|pC| zxyaL2%t+p9y=UkFHH?mXc`=B@9hBskL5QFuq~Z zWTljwrrOxlE6~ciza>*qef!gX#&*^1PsVo(o)$ms1W5#%q*cc@Y2_k)GvPh^J8jRN)6Af zxqcZuzVxK%$~|ZsSV#2WsQGtRNU)O zI9$^?Iy#y+o4F*F>T~0w1D1fGAVtX+?C_7GciHH@BT4KX9VNjp$fF5(DE@}EnD?BJ zoqs~G;76<-yMTiuANAWR^Td`)8P`Yc>S8IaTzq}N>ZWNY43hsp#R9~|8n*%{u^Ir$ z;{NM<=Dd%gwex(Ycxt3@>M!G;_5JLq>6i~%Yw_Y3M#E5ing~b0(IzX(LsUPR^vKmNbc&6_+3{IgL`_m1F1>0m(Ilx+*?lH6$zKfvK z!~uUBb*W!2+woQWdB?h~MBRf2N=pgO6Aj?V5ehAGlF8+tpS(IDBsbil$#(ECc4K24 zeC91s-fB4T3bA2ToYwxCv~=omm$Bw>DG&|MkMx>I6{JdpQxwt6O2*!^=(WAP_R8Y- zm-1VxS)s;**&$gf9C({%oxvad(r)r!eTvMnur1|2!Sk!EqgCVnX1&z0uuJws3*wql z?H@kJ)N&#o6U*Yc_v6YqWxA(}XV7{-7L0elX-^bbqP$OV6Vw#kK__YCcaQtYh8*U@1YQS#B_(xHcUf0T&ne+vSB18eTt^@S0aU2 z?v%;#1yovEAcgL?zm{lE<@EJ44vTLwzJl2z;Ca>kuz2~9S1wBf1BQQu82QCV1YQu) z&7;d1%YVsz=!KQYrb2}`iQ}ZzEnZIVR&$G9Com+OU2F+AlQp(u(={QLc|^CG$U29i zxJ)(0TG=}Rwmv39tC{)NcUPeBOwAq=TH6CPF!`Qf@ru8yw?Q0M>=`JJrlAjTtmm#4q8s$` zIqTL?Jd4-jPIG?|Prm;^khoIOEu&3#DpN9X*yAIm>pQasEIi?~d%f{ld_QPmP{C{& zUpnV|71a=5HyI^!)Q1mD(tNXuHx_Y9v-K_rmPm=4)^$aVHtcP8-zDFcy{39C5i6wp zz43ClvY|h1z!#~lJH2FugH+qiODwud#pVjjF30of3C&uVaCAya)3yY>dd4N` z!8~O$u37HJ#>S2#mxUfk&&J4r zv{r{tcF=Vpjntvf9q-AHP^xk3A)y^Aw6YCmB^katz(FtEJ2Zf)#u$TpV*}I` zKE4|sD~q2cxfS$o1?hh6sdoQF9!Kf+jmna=?RnzdonadBHP7=Uiu%nlP_5u`Q{9Pu zzREvELg@2me{;A|izqBXa{T6gPr9n|=zE~7rX%gnT_n5aCGDL1eLduEw>~fZ19VsB zZ$UYaW+{k$!o!nVi+-3Wa{_ad*icv#Jj!nugVpz*oVw1LNPTC6 zJ#=uHOwejw3pHG5KFUkPF9$i;ED%+kg^EYm{|Tog#*hz}Er4t^0O8f)SV&S3>@;(B zu#>oZnj!xcI9VvrbwTe2(mD#?f!KOYOk4HR9@Z^s+R4?8`oOjB!;locSP@OJEWY4x zK@_-^M1`&8Dg%s^$iou9sDVJgqSZ7lC5s;kG1LZ6`Jql7Mm@@jq8xmaqdJi zdBd2FDOeuNv+@wJj8J7~1~l@#`o{R)DHwW1@@-RNlsx9^g+J)6HB_Jot}@VSIo(kG z44Q)eKEQ+`k^ed`wLd{=^1*bCp* zCam5+6L?4!H|}?N&|pU)h^ma2IKC`-9g>oYirwU`4r@XHxg|lN@Z!o{RTBS7>6_g+ zI&PNv2-H_@PE0gaaq+l$Jh(Zk5WY7u)>-+NL};Le)e zM9=%&eC~&1x2RdpofhYHD)#&Dzo=pqPvYt8*TmI;fX7s2?z-byi-(~P5Er-cK1IO$qj@@$I_kfR5n<*C4Sw-e94;b{mI%3)l zv4&gjr~2aOvb)C6;p#|gHSzOc`#L4n|IGim<_l!H4U|Y+Jc_4LbFa@DI-H5L%oNVkC z&udJt^W#Ggj3zg?sz6H36mNsOSaDC^7+6oJFSjo ztDFuukq|)xRP?}hW@b%zaLSCXW`FU97+&DQYH7?FrV<7Z0JFT_#iy<}#g0$m>RvX> zEL|vQc0p)}Jvb#i`o?~v;QHbh6vhi%4^|rYeze5ov-*2Fqff5wa4cQChL+o-&Yb3Wes092RQrat@a*#iQktew#n+PNE)4V5?;q5PO&OX+UW=rj9lBq% z;W<%=E;PXIW4wA~Ew~?h?Ax(3_x{?ClXZ=F*gCpz8c_O1hQQ`C} z56AO8N({D0yD$NE&G`5DX4db+-x{b$%Um5dmyw^Y~#97^@IeN@;iMHl6|;+35b9gDP)ngp!5 zf9m@V@aNs(jaRgurd7Xg*yiU=s6IWt2?(08vJb>0D)Qd>Ndn~7hP)&+D5D?7gn`+$ z)>d8r5V~c&mnT;iF3kxGZd#B|Y6O z{9T-L-j^Jky~Vi-WPAqDSISt_5JHX3%hl6h^Bd%t8JB{8*SKJ-rxT%zG0MMraJ|ny z7AE>o;MulbgeUQ~e&QhUmC3sk$)>}n!s%y&k>`k?O(P1gn`!Eu} z<|dP=kRTV>Dx^3#^z~N|iFTeB$>?*ffft}Nv`UQLHHM)b^Mao+`C;-v;7&H}=>DAJ z^Fm{*o>|b+mvf9lua~7Z#|AI;kfV2D)3X}V<1N1@-DIvW;>pk`B4?zwU^Wj*Qnj8p z&~fCNU$0*vpz@hMP%xfrQl8YX^?zoxaz$~^&)-mX=Uq9eLY}k=lMWx%&yA+~>Knm5 zfwDF4e=>;W>0p>RN}WGeI6$AW3)jhd$r1*5n4dR_ zhiNLxZR+&JOzT)Dh4VwI2A%dFufCdQvvNIJ`9?f2(f%f>?7rB?Lala9GJlHF2Ycab z*W5)#VIaW#)0oNVVdjV%l>VZH=xD|x82q96DxU@immIoA=A(}exReg9@b>qB))G`ENMFyynYC8ot{Rfa`BN)^vZ4+RxOIPNHLsNdg~ z_^$iahW@&(Q)V>(*x_38gMww3Wm_!Hx+41yk?;P4Em$+k)#XNGL!h)sQLL=6n7jAk z$>S}g_a8m6*4>Ee%(nJ3A>X@&wQh#yzrDvz?mLP-kg+}WlmBR}D~a3afZ|&ELfY?> zE~viXb9N$zBmy1^h<@zBLVY{2%)V1z?C-ptzYVZ@r6wjwdgkvwLJ6(oSZjbj4Hw<~ zV)&#LuIH0*=EZT=924(@6$73`{2hVwEDc4Mu+OvfsXi6YVK|D{Q|tZU@MU}-yZZ}m zHDv`#Q^)ZE54*R;cqdjL(LEVY zZsbwvj+TcVAw+JrhB4k`lN2wf&u?SWmB2>^qS7~Rt^+N z6!-Wg?#c!{EJVX@c@tJA^xJbDo09vIk!qFssR;uZ^M!t|H-((*>(EsYi?vo0aj4&f z`Dop!T$C^YJb;E{7YUYhxLYSNHAEQ#Bg`2l&iecQtFW9@|~PM0a!H=hxT3URc-V zc4;V50&x;73l1ZX%=^|T*s{xO)!^1$Xkz}smRxme>!mlh-nLQM`9u}5g}q$Z5}T)mQ}`;sO)WxVCi|tS9yOGh1gA*#F494#fv()trT(uf^R5lM z8oS)<{mnSP`}&7b-i~)z z>S$8847#%KGDVJK_%cVAiz<@GeD(Al=)WYNe$lGNxs9YVn7F>*B$Xv@rE1!jgsi~O z{llFLRZrVh`;72klBM$==@`JE|2-gY8$MfJBn*`IS~EU0_B-GTCiGN)V4fiE$@SL! z*wN??MG^BQ9my-DFCX0LR5>_l&=z=ePJGRv%n;FCWPoEQFw<%EUp?nfG9&SeNLH!d zUyaq}MIc!m*ALC&C83G^1`@>qHlG&uTWSkaI91pM){i&Ji+Px%$(8~J_>U*2e>|tb z3QIA#elPH6f;slG(@+O?vPxY1q~CQ8X^dPkuFDHi~PXN-XOoadlm zFqCb4FWZh~n3vq>b>5fxaB4DVq~QkzHhz&!m|Cab?{tdtX&6k9TeWB#6=TNX?M>75 zB1+zfQa#X@EXp`ns0nKvd%Y;1n5CG5t`Teau&L@D&dZ953X8&~b$?!RKEocbm9)GK z5J7k;=5fa*K>ay&(hxThb`vJbiq0eqK*&J=b2f!OFDEd+B1a9I$m(I+~t;e z{gs2Iv*Y#eJMCjS4s=|oCU{@tj*lH_R=M%N8Ro42uGRbSazPLT$&)|DmJ+-7-Q62z z#hsR8MiO8B7{hBpC2m!UX#QkB%e*|ML?=m4(%LYbe;AD2=7UVY<`h7*`DmuMfCV#x z=~iFxEI$nv8Vm804bI>xrTZr?A!HQRVUq;Ae_`gweOs?vy+;}TKl{sPGL z7=74+d-kZtZD6Rj<zHeP=sv|l%^bf{><$vvO*WAI~GHA;k}>M`U) zs-hl0WK@gNwQwU*81psLkye#4nb;OqRl}9}9phT^(Po?#%O9vt`slj8XgSIGuSB&M z#6DIgvV6*}Bu)xlh#Lxc?&oKDmq1D}`VINAEk3_ek>okzXz%ARNKf=Wl*ZR23{Q8^cko!rsXfRgKjA-pSfrg4mCS=ibl3S_cX$M{R@@J;W>33{@kG1 z(GdQdcz>;Y9A(2$uU~vjx-C&3`ugx~c2=t-1T-~TN~CX61zR0G4{SNdZ&sSECHYiA zsi^rU51Va~y>?WE6x1QU@Fok!sp%0u{Dwvl16zxK(MV617fU>WX(4xpWo3jt^s~*S zQrP`+4v+2>+qsg}o$n0_Nm_8PdrgRZQ{ut}Bzij3j;r-83WtYZNXs4WVp>%i1lC2T zKl8%J|L-rrAF^CfF-eAdrhQ($AF(vKH1(ESL)_{*2?^faX_->nHMN=#O|;MN=S;^f zjL=;X#d0jyS5GA$Y@*gJn!WY**H5dT{Po*6aCVR>rFp2I=2E`wFX6EKtu@EcG_vVV z*>QOE@?mC5earhCKRp9ul`_o4_w6L1=|(%2>O?yF=Du4gw->7qD=)Uz@(blIj4>YP z9@RNZU#&TC!*@yyz2~`>I6^RC`+i_%Y@tUjQ*O-C)UGg`$k5ohVS{n z5v5Q@5fk%_!#(^IDLji&mF7lDy7&tjO#Y+xNu|pR4`gmMzJTfwi!v4(AMw*3k^m`w z(%B%_U^b@rbaw_1*|tc%`h$%9eB2s(UG9D3P%- zwJ7A34Xa*w=(Cyq6i^A_Y%Uy^F)!Cx`7jj_XS#$+y}-My$28v?oXRTHR>Y)~QjOD% zB92!Um>9=7%h_iU(0W&chIH1$CD9)?oT6H3s|GuHxT=ILgtgvQR-EXgvfC5TSA5jl z%Uowgzjmi8wT2X{nx=H&+Qdw;h^Q&HQ2uCYxL04I=T;=`dtu=pXk4Dpq*)rCRVO^x zlWnL>tZOooFnb~MW9Y_;ZuHBa*HKf-%Sb-*@KyE}O%BvH$ab_f6SFIlNVWVD7D2Br zke(S2W0Uj$e_VZaT-V#yv>-@H|L78tZs~522I)?vyOHijL_oT`QMx;%8>G7=l+Jf^ z?)7+|_xvlzkNVwvueD}o&D^i8I!M`$mE|?xpOioCM2kxbQq#oOwx7Oy);Z7tjcIRG z+LzudPD%<(_7)a%#UlNP-Xl`Umd)*#v8Qp`i7L26Z_8a;$~T<^w2yH722%)|Mh9Pf zS*x~Z ze6KOXR$ErG`;y{pRsUU~_pSeLp#pO=-xJw|Gs6@{=(0kKI0ha~qUg}x{#ls1A9IF2 z7FKubw{q7FjQ@8+eFLW)S|gx#Bb6%&mCWH+{lR0a3hV& z#=LZD5vM|AJX*Uj61V=;Od-l}#N2oP=gKY=!t7Xo57fAoEyoIEyIr#INMDuXzAb3LLk|0wxc0kJTIRw!i`7Wl=k*Hi-+x<;eJ#w!SWyV+#GlM#-{PHx z=ffdU@m6B$l={9gZ=v6BB+J|oOj|>U(z`+5QrD;zsi8EV5JcXfVq*Q6D_QHIo z;;kWmuer)pjjYLi@W!cSKuH||wu%q-*K;ybHl&B4J-iEa1_{}@mywZi0lpib^LLCAH|kXjL)(NCy$C@GcfTD$ncHwQH_$H@sJ?01;Q}!tKE8H-Sn-;z-MVgXrG{T| zo)057^7UtDkdw2gbL3j3aS8LGdS;kNYng!-cqAL4V=y)sAdH9@?aB*bVHyrL%4Z4^ z6M71Z&g&e%1tXf4GP|ly{dq-{2bPhp;ed%IWK8WK0i7T6?PIhmgxik9ad!0_f};4P zYn>&Zh*Fc)0LkqwBpbolmETQQBO-hihOwI(q(Anrxfwu^)^+-H8Y_+Hu9+?n89{w+ z5`)WWnn{`#Nc}*?{nC5MBMTGh$Hc0i7!+o&M0`Zd+R5Dfd=WflPfX>`ys$4~_#qDj z)$E4lqRFB0WWATx4v}TdE%HR$w0?&-U2_l#R-|bwGS#2TaIMabkb^dCW~U%0)Wnt8 zZOD$TrP8(c^46ZN=};rZGF#oZdp~i8xSYI&AHXlUFIx~Bv3Fi}&b4@7cwLG!x`Mx8hjQ(=wpj{plNX4XJIY2zX1=S)j^+EGODq*Y(#Z|A4>vQ zG=IW}3Mv>P68|bd8rkD!9zqHpp`J-Z5wA4-&|zdt#jUIJA<|-}jKxV7Hs~cgpAr|2 znPJLunb>N11uot0=yUA)mkd$c#xlI)RaIv*thLL(m%UC~k90SU$($UZZwU=~Uo21L zJl<^F8`A^*KFPxSyPITDp4U;4ik?`7tS0J+2Grt{+Nj@u<6hmxmwDaZGm^vnxzmuy zHo$pgd!gFdMX5HmR(`m!#%gBx`|JPI@c_YYGKGS+Ak0ay9R3z_K~phtMCGA}nGOq8 zc2(lEvl71Pd`Qgr-Tr({sov8gfjPobZ6^li61?RbgWvZGXGbm)teqqISryxUzT`&9 z{O(2M*B@raZCG~hFhfG*d*#b(BoeNI?c~Fg2FQa?^{Zb?^6Hdhw$BewY40%FKp|+`$e}cYYsYG^N=j+lz?w_MDV64O>x)5-TuS8Z=7N;yM2 z2+$x1%q^kNIK-H+=#F&E`J5-;zhH!+QC(;B`F3A0%0WB)^0R*B=ryJd`Syjh)Y~c| zr7LsPpODQCB|DXhGwY2wZJCVWauRL;G&cROkSrYfyl}(twl=};n5>wNc`&6&*9R-E zwEx6q>w;&r&t2)59Sh$6*nt(MzAzjA;VZIU4ACQlk!(4DJn1MdqN$2=k@|M1_hnHLG zSi3l8W~Fz-=5dpG_lW|NI2?sT8Ei{S_-{?ti-r|kJY?|%+7|0?S<*7L_B8J|!c;rn zP8^%4v#w2iJ z@Ya`?AD#5p2FL4Njr-7?kfnqW#&>K5(Mgt*sh(`ys4He^UbcAs+K@aW7K73dcV-tq z;EA+qc4AH{@yUVQda>a<6=|$0qKX8}q#H0_u4_W#omjPTZeFh2(p_^O7ON3hIjr|! zr=6&s7&Xa#<96Xg;1TW^Tb{y8jS%H{5bvTUMa?eyR#){@ai)@tlhEdybxAbVdbI}~ zH?eOh^_R&is1kcIj$Wg6=Ig}J5Wa8no(yjmQ=SM=QekYs1bjy8i}tb0p-7+Ungw=- zBrkK}jfgTEy5Sg!^nY2t0Ll&ZrN)FigvUl4 z-1fS41Y04zBT`)Nk3^OAc;7II40UJ%IW&j0=-BPJ=GRsBXc);s z+~=wV)}& zkY~MB!fE@l)~{XMm9ywE=5-h63>xi#ayLPFh-pziYy^Z zuMOc*#|S%jb!Cn9Vi63RW6kRNymOCHCQ~q`a!(~7rB^f!& zgM2@OM;iB2{Jtf*tzlTo6SviV$EJlN3u~pZP^9aff$BDKq|JU3arDqs7N*qHFN6MS znaAzv_0Nd}=BgOlq#ye*N|K2hm$Mw|-2u#HlEv%H2(uWFFqe5Yl@kRzZk#c*JR^EI z&js9aqO|?~(&v?OiVq}`J@7@t)r7XKiY2ilXQBrvkwS2k9~P8mB+n#+bIYMcm<#KJ zmxd_#$uO5;g0k|e<3hi`HGGdvaljLJbmOFQwClkb+rR~dsEcQ$p1A&Q6ThAd$_r-- zrogiQ$mdo&XCi|_wI#7FC|nqXC6u<*+S$RwF7_-l&r-HBo_OlqXm9XSS+1HewlZSn zQw3~p;1NBgCfs&;CcC1e?i~@HbDUtP8r;c;n0~2f%umEs3=1`Sb9A96g2i^kTAHh%b%2Qsf7~c(r z3FG%5VksxN2Cc!$vNC~@=I+(YR9f7GPJ{qp$-`z)X)(hvMYKqV`&(oT+Un>xHYE!# z!Z%>bgc*Zkl(3^M4E2ms3HPB>5)Dx~?5*Q?2AUrxom=?bM2z2waLOC~Wk}fuy&S7; zmcJo(={Ue9Ffp?iq*78GF{^rV5llG8?14_cV245uUXd^dfo67T!C7+|(q$XyWZ?AG zLCOHrC=ho-bWB09xWb{+bHXkNQxD<@QFg4#M2k3NxnkaMZVICA*`2R0MyPG_tYSoz z{r21B(9J}Ekg?nf_=K{>--a17M|G>q2#z7yd^(xW3jesp-f59EOxR>yz2-D1Noy?v zg+dt*wnj?>5PRa5uQu%zSGs3Nd(|hW&U$8qm6era^uo7vNmAf9xwiLHW~M5?xO#Y9 z(eUpX+J;^+b3)&TQoDA1C0;0+D=2$Fi57ZepLE@5!j1IRl3gcK0zkaXA$6 zpFI8}?yjA~J7**6w2eja@XObM7&(d&U}21Va8nQarz;vtIbV5Nn0xS!9`c9j&_j0FJ{MdaYhpX>^F+ zB_i>2*90QN*G*0fDtBr!zRDVK3RvK#ijO%9-Ov;l2QIr@rG9}X3mf?hJNaf|>JMH6 zQyXQ%dR55uX!RUtS@RCxckDl))t_>>Q1%E+9lz(yrmdq1iiWSQ!oZS|?&M@4C;_`&t&9R8OzbcF>Pl#CQD;Dy zH*gmeOAm3dm2q64DjpAD`3Af7%3kQ5b>lc8C8hU{v1m*$KtRH#oXk>_4Sy~SMh@IG zIe0_%IJvot;?CW|p?e%YAAx!=O|Z+Pqs5%rW0<|K2tGB`6S(uB}7ZE zi(+NOLJ?QH6{U&DiGgLijB-sunb-V>a<|BtQx;r91l<`zTOEb<@jztQ+B$mS?&ZP* z{yf*5kx$GGycjA&jVkV9pRB;(w*$)vffb{*x1E%FoH7Xn@~njhwiI7%N8u)#33gMJ zW)Fi`;I*650yIhqsNtZ)#xL*ks~}>bkbcD{GnpcASVIyxh2v$wDoSe6BhRN_y{*rb zDa?2aj|(+0KhJ2cUa)CC3kqMEqi%1AYcv04ciL%5evm}v^zDR~`dB^rK`}l|Yy@Js zjBKyWkvK*0$?)8h$*+66R5^YxJH4WYzlePN(uul$C$6ndxVDs9(tViU@9!f8DCPC_u;YlC=4xbuy~klV-T z6PEbpZ7SVN%xpWw1F2y8cnZ@^Q5?#eI-$>!?Cj*CFQ>my2JlBb$b=_>z_rsAU*SsG4#ci2}C^3kw6;7|*u3 ztXuf|LkwSn`|#gEEMo_z?lLI7@b*3vKr4>l=0HNn7|&<=KZo%@&o}7eej-39uj(@;`Pv= zhME!^|BlZ;LhPQSk&t|Spu?`QK}6;8SCnYk{-XszGrC65;{^xQed{p&=lk?ir5M4x zNEn_6(Jq4zwwy~xlftsL;|4~9UzqpK-j0PIsYJZDm@101FEn_ir7;7nZYOhUw(>U9 zzeK>A+@2&VYU7MNd=DO3kBdi^5mhT@d`3nV%)rrrTM%(TD8p?}JkiWM#>!zH7X5&S zAGv72tUg)>bRI^zmzOSTFKx-G@su>(_D~(BB?V3$?UZMVR0RS>JBEgz^=7S~Xn(!F z?p@{u2XyGX+>7M4#5h9Ttp4UR+lAJgKp+xii^W<-3VuVPjgvU+BneV>;;ByC@Et7U zXx~Y42>raF&@sN``<#XC_3Q+H-60|e#2KcTj~o?2qK}(XAM&K5rW2+Gx~m`&uMJfk z1atP&Yx)A#SD`V(45-xe;NM`9jt2(a*?kcAGat)xtfeUdW-)P0sSF-hTpzG%JSEff zFH=#pH3y9(Z(@H2{uf_Y7Ketw0voh_PTLiq`(x^o%$1;U+?@aaKmqtYjJ(3YJTap5f&dyz(XUJKBx%|Er zwN+i=Lwu)1jNJREBYRU!RWZf=!%KWPA?7Od%>4yFy<=u7e@fx1I=+sCO0v7fAhurd zBOc}^MYRZ(f1$~x$}#sqBQB_+uJ2Lifbipr;?-)igOK`EHCB;oVOCZQ2-Z+}w>f0` zDNGlL0oflT&+VNwvY5iH4R1?UjZgbL^DFDsv~YvZWcjwjNzZgX<4P41wWD+55=D3a zOx`2;aC7?3(V;L@NZhZG#SY~|TBQd7;?(mY11m+bv-V5so&Z^< z1_~5$9SJZx%5_s1dMI&tM$Cpe_}YFe3vQ%+p<`+a3n-4L%k2idz?q_Y3hklu;ll_2;y`bZIQAT$^^I8TSZKE^ zboO&+oz;eoq0d0MRV;axTsqECt78Xch9Vjv2plpiG(AgYwH0N=RwKa!L=O%8NL85e zQr;Lt@GS1YXg@N*j^68m2?=tr3soN-ei1cGh!zIew@rRSZ7shJyH)p>OYC7thR;V! zVp}e=BnV<_j#5$mic^u(SncbtHr~S1J>j+3;H~20ga&2Mz}Z4X8!fwViF-5HWuC)7 zw))Vi9bwq2_13S=!l1zD)i4#k?s#<66IgGE?JquR8~PIj1#8x5wt`~sJwao_mR5|Y zz@N#PN#r98$8(z&b!jn~E?-xTA_A^QIdIAN_A}%B8R8>09r)0b??jk~zGGHfl}rK! zI|si;x1Sk!uKbkj5HfBb=MUD3uPO}E5ljvSCCZpCZ0&N}_~H$3u;f;N$DEX4+ZQ2f z(vKv*VCRt906CntnXM8oJ7cG)+f~|2?Oh5+c1lFxAn@8#Q+x|y{N0EX$gD}PULkm= znp+Xn!GE9jjv1v8?0IlJ7u%<`c?A|?w?AhDw}#^V?sw%uG`yUhkQayq#vIgeMA$lu zxLnG;(1vC62SyBZh=8qWeci%6VOAZ~kz43ajwPEl90o$GQ=qc{)BC zSP9cyl`A0p_#QTylffoeDHwrDn<7y*TUWVNypab}FgiYjHlEEO7 zw{cb_=z8HPZPPQ^c_F-!YQNd`W6HNOnyeh_KGT+a(*uX&$5gJPG+8xWA6gOB)3yGi zjcL$q0yj!rIB6RtwNv>>+%%pxO8*Do4UeTwS>p*19C4vee^i^&vANUHu@SMzU#`WL z=~fJ3UD)0rz>QG1iz31C+}&%P5%|ysqrT|xt1KUVn(&PLWgEf)Sd4nK)}1B7_HXUX zsw`+0a>Pnb^VOidI}UOoV=b^QJ{N0$PL?z6_LB};518oB0@1_3r#95aZD$TI3wV3 zw)FimE*U!WGCbyuV`0CRnVH#uqzO>VU!6|?N4hgzv9VuZe=E-R3M7(H2opQV6B`xn z40Im(LpE(sq}-;Z8Jlyoz3uIH#>oFd51#{`tdr@vuELTRjD>aJFDb3xvH$IS|0@-s zA@(&yu;g_6J{6=LM+5%nwp95QAeWb7%9kZP1nHbWbJh48wIn6lhc@3Ec!cr-U#NeoEs|2SZkI8mJnL7E5UpFx*psnt{lVj3qRr;)*JUPYbpcS;)pmMi zE57n6t!V+(UhV4BnXo1Fjtm?o>ll?wj4-r3wUai<@u`v9sHsZm3fAJDa@-!oj5WtT zwMNLEKh&J>QS}4_@JSf-qJSOHKtH_%v`6c6L?n^M&2)Vo4#rr%R@+NnUF)$Yx=}%O z`8cTQz5Av3N!kL-uz{phT*yjVY^-x$hh_qfE_NM)YC43^%ll1GE?3rh*9f^urYft2 zl+E#pha&SdKTyLYa&cA6)eDx~ zERu>Mi*p;;6~SeTu${=e>5$$=T`xF{6xPxIJq#JfFjP6K+cbgfnu_Y3BiBtx=~6Y6 zbDIA@Q2irNFcUgCC+F3pyOCqnSXl9rY3UF_^5grVObGq0IUinxqJyS~Ycl|Y(uT@o z<)#jF7t+v>MfX!&KO!|2=QQuy!F>jKVP+&XF0Y&(1P`0a_oh0T_> zg6q7O*X`hQvM>-VTk(^(JVt7_(3#H?v9P%XfA@ExZ?1=f1$!QPnd(1O3t1WaGV5q6 zYELbfvR~td76T4J;)mwBYu_SMq9^M$H~$4{cM-!gJFFXZw^c;KQaa|E(8d;d#4=s$ zIkY8lzf|v+hA}CLfjg(qc{d9ir>W}Z&VJZjx?Bm*&J_59l^own*0*A0g6*APmnk>P z1F(c{2$bB@8>}S>NKRNE)o;2dQ1PkfQs7$D|c2vj0vJ} zakQ*w)c}ki$Qz98=m;^pIU%PNrK%*Jr|6fBTsDg8z?Hyd^PsD*=oj5#EDEn9syVPT zay!&K|MLW72xF`q>GkmAHwxO!RzO7<->&$h(rhq)7g}6`DeK8ym2#wMU~>)_qyO|4 z&+)A$Hi~vj)ZhW(x8D`P#o31~GGf&Dy!YEU!Ff&x3gv!8T4G!h_Jn_mjWrH*H^%Jf zbrmo&`84O%m?DN3{NHZG_lJ*Q0)x(HOrZxCwd^1jl?axweGM0C(Zz+t(QhsNZ}3)G z3IpLZxp1|mT2P*gD4TQZn#~C=vs3Ur{XKHIUY~b1Mx*wk9X_+Lm%%`6d#k_ z;r-3FAgb4X@y%>MM!KM@a_v|+)#dE+YNe~!24)Dao#^5dtb}|m7xa@nR#;!)Q!OU` zAOSWv!YO(8ci~QD^}mFithv-%{HboCrI6NfK3qw)*Ru1Ux9z$z*$hG-0*PF z1uA!KGZ+?E9)3^jxGd(XR zzR-9|Wf;qHMutBzf#pDK8L-FB;k8Y_R$&vqwM>N2TfDp@dd;I}6)lJCq&V?-vHxHo zebN~UzOwfARaMP-v5~4x2D61qlvn~U{~Wi+pNtfgwy~MCbLkZTgl2FR<7<>3<)Zpx z`CAkj??-dHs@boni*vni%Z~xE5#DnPL;%sbCMNz?67CIqL}s|lzvsuozw9o;pZ$DZ z`8NGVPej}OnXZLd2$JRj<`WzOT1-26Wq0mFVyzimf#+&+Y9dtbK_TAl|O=~0iCKw@u%jO4M{?}8x!xa}BiL}Q*eZ8a!F>@1ZX%A(mXT5g*$ z>fqKyyqKMzKanXZ{T;NHtab=RgwSr@H(?RE3=~HZa%C;lf#Ai$h1|b*f$t|wPPbpL zfR%#DOWoXxp59(KU@^*Yg^~kDssID6W;8MS&ey=Vv-;wYp<|lEhI{q*@5@ccN#w{K z!`~CdKUZ}pZ1wUcoi&Gv_%6EL4tNWBdd!{@texEliRo?fLgrHc9U*L!F(36q#Sx88 z`$53JePJt@vJ(^f&k-0%enR=2tFYc?ng7+h_XZ2TUuWH2cw!9zrYV|@U*p=8*`B*` za3)&P;tFfgkRx(-N%~mC`%m_A-NN_=nZpmfE-VYiz!%IcnB_H= zAw?=hJGD0VD+;rL!5KD3OTdp@%#G~R-C{tSmQ8aYED|<|ki?RY2F7yojF#SqX0h~C zW$smqe2&FG3%qX~wV~N>f(_hy-(UBh2lTGZSj4E$w<|BO-Fzm=dbmdRZGDKymWVFe zN%(H2alBZIL*jkh!hbI&r+fl${QiB%zyKoG=`7Gsy1+wmGbldkRHtfK)^2b_cr>j6 z3yCLSYcg&?QDIagTO65*pN3|y2O;e3oFr80V@~$6=S6B)O&q!LuGW993JnnyqDL=q z!9%qAmQ@k-azUk7RfU__zO6RCEq&XN$=yHN3oVztLQ-->JT|dGefoA_cpkb{_An&R zsc2F23Hic@@@|P$lEQFKuho`oSBE#*80S>UNdLC-SaF~V6TF{wfTdB}G!xtZ{-~+G zy*$B+3nxtY_iHLZLxYB*8+hLghxfJ{#d2 zyIo9Ee9&=Ze-cS_a2%kxfSH{ITHp26YliEZd_&BW{#^Z%-Fc~pS@UImbq(cqva|h+ zsM6uhSG2T9sX@(oQiMH2RWV5lihd93PIA*y7$8k3IDwT&o~*` zSYI^*6-;Jv=f_~;j%L*7?G~6DjaFtUN{BgBFG4~>s3H$@P)QYlCe+shh`E8GG8|Y) z>jKXG%3YJeBwp&~igvoXx&wScQJeq*q)S*|lY9O8wZ4T#I6zbkL0a8rjow_$pW+oJ z=d(5{NINi4f+cGax2;9Gj1)gKpY?sdRPXEmBJt^%XC*eL zn%@9Pyy2`-bf#OY5bkJIXxNia4R;8SP8a59`KhTyFEL|3eoBcrz1$xN^hIY{JgSFl zz1C?T-AWs9$^y|}Qn>fs_hh!RvZ7Lk&>*n*iG_uQLfum&q;D1zk2wSqz}cFdCigjm zFEEtK0BfnUfRn*HWza$Nts-rEQ}=K`Q94)(e7M5wvfdm3H}syTsJsemsn1|wGHjMx zGCl^=E|R!y#9&;QS;IjPnt_kL`LB_QiHU`woWIYN0=zFU^eI@zgv^_Y86c+~UtZC^ zBlZOij3pN&$~|g&XZu~q$CkNiU&X>%_g91$-)x0zdr-E17WmaBoo>Qf3J@0x40PH! zi+SdMlHg!w4?U5j3zMVbH_(yq@9L{Iv0Ib!yG}MtTU6p%jFDqEn3))}TO#Fagq!C! zx>N6jE<^O%?OXjjVvD^3Vl4_bHkHjj2MiI~CA5tpp?MkUzds3%}IdT=NS(W5THJu664KuzUU;s%e+YZ2T1`yJ<+s0nN_(6mdN zxhCljoG;a=*AZ{&%J&ucawryV&lU(J4duC*E$-8k2K96ojGliVTNmtq24rS-)6o|iCm&2w zE$~YJycAmE`rxDw3(=4PRE@slW4P zr6AUW3s`HGqnC+V-MurZ_$J~|r!ukV6D~Q@7K~G-?~}}O(CNnvY;|8zP`vEz!G?<_ zY#%^XGaRfisEzPHs5^xhm5?x6?-u0MY(=r8E2472ZK6kKoZi>7UPK94#gxD1kqXgV{7>U+HGP zsB!B_s%rIHeVhBzHfOilZya|fbvoFt3%%EC?Wc9YzP@^&^1^yzV<*Y}g|136Ny-E) zvN_)2@^R$>VL@F1U;TErn-0%q5aqs0t$`)&bL)NWg~f#L&LsDE5#+5fdlzS>z1-?- zQe}nqzKlHR|Lsd`;V`I_^<(4X^HiTs^otjRLH{wcW)BVsxcCtob5I$~ z$;~DA0#G@VT+j40HfZpIW!JahOSMSC-JK_0@Dk&F`+FJm9Z*GJAn6{veXzU}lSD)* z2WM8xt!M!iWN>zy2_z?=s1{L0^v!bCp?cwdU;g4NSKY-uzu=&PH!lm!kK5bZ_Zknu zjv;L)X~GrrIQ&+KSw2P@Kqf1#BETiY8{(C#7GJA~$ zltmgiho=&~1l-FN&#DU}<$K*!6oj{kRL#ZN@kd6xQ_Zn%4;RDCBrS$(zR%VjCGGW? z7`SlGsWfMP2NJSV4d>_gG1PtiP({kjtgE=r^1A`?W#lds)Vr0CZ_OvnRYSiorhBze z@fKpgo41aa|N9SYYx0lsoOXp(`i|#!#kz>`SvedX z8_f-ieGYQ&>O`UigXm$T(%XPvTm?_L}AX zmSQR$=m=qAFyYyoO@(zNf!=%I!hl7w{9&7B>%JhI1b?iWVaYqIUPG(w##~3-!$( z<jmR;ZxplO= zfB%pLPab)qoc#P^NgD1s(=)(Z6_cRe{-2JboAhH`TrLHnStfYgEkK&Dw3xzMZA@a~ zsE;4fQc#}@YrEo>1qQreU_iOm{S*_Ec|S6B=|RWErJ-R994SRY&1WSZ=U0|jb9opT zAT~PCUfz8(PEGk+jB-Cba6=N4rK+p%AL{!Q^SP83!xu-_6$+FS<#d%tKaqN(`Kou{ zA1y=Al1e~BT>n$e`4!B6Ska6sG*0h(UNFi%du*9Uc|njiP=8y$YgfoxKWJU!9M+Y6 z>v`Z&&Bx8g$~n1IV$^fRG#%`uhACm0JUN}iWfXpX(`|5b0#Aq#A|a@ZSXBjN3h7b5 z#l4TJuB^N6?7b7nVq-p~A*)GPu$HS4$?hxDqUU$8qco>Q$^AyzO&+7)DmP0-{4rRv zz5M|3kv|V8sCgJX&|az3j+E`x6434OnXW!@O=u|M>vg)<#AsS9PLR@$(|F1to{ht< z*A|5tb4_2%yZo#A`o)gKKUp6 zB; zSfNsDtus2TQ*;Rfz-71|Yi3P}$20NN_Zc$2kD{zcI<-7yBCy%c0Olqc{!xz)V%aID z+aE2!e=e!Q^)VZJnF+MP{z| z_J?i^eexn=!Is|HVB80kH)@4P>=Y zhfm>{sG590`sxbWU=^9q|64tzq*eg@PD4XONhwi!ZlwKalBse!0hYd0E{2DP2NLtl zCh~TG>ugF&id2KvoG$zdfML1-W&h|X2=nY2Vhjda9dHs9f=hmkJBDfQ%M;EpM1Kqz z)l4xoFz^MFX7NbFuL5uwh(L^C7fASh(!&0~6@XIEcjzOj$fONIDOHI9%L9`G}`I33P zQTolBp@vMNZo$^3B_RasZ-%#%J{NL3WHE?)9&gjHzi`#XVAw&bsV=Y1WFYrvk=@mG ztf$t80g8({1~wLh-hnIa&ck~G*uDHackAv#li5W3`cnniSLYUo zm;JA7be>E19GPU>^*wN>9F#CM`=gPQjcUQAybm(1_-)gtei=V zO@l%`^^hAT;Zs@V2$jTSAbi68u{1ys_Em-B?pyMuY!NNDuuJem`4l&P{!U{Ee?c+9 zUCcTVWJm0}0;OP@4HQHXEL$#59{0XJ3{*_zt7KC)Om}~f-_bTjqz#ki9uX+9Iq%iny=ICvQT?y|GZjYd*IE+Td#nS{J?caXo(- zb_2T4%~mSl-;fFYtK*4d8*1!4DK9^A|E@-XPA7hKk(vs0Y`~<x>Y;BKa}wx{21(HhrF4(0fE>-VhN>%F{Q_M#7bbOcM! z>EHhxQPVeWV!k+1op?sSr_#GPWWHAU;DTviRa}&G>{=$8pP`|{b4M}a;f&InHpbPR zqBE+)HRY(~dKq+QNqCeSz}urTd1CRyzVYI|&JU|KISpjo6v$e6a1SGisHJw0KDbsR zbn`*3{+FK2c<~4)Dl_7FhkfDR?jmz$UOlAazJa{d}yN(%lnB~-)f z`MEjj;2eMtecmpk9c&R67G43&w{}4eC@f59`T+(BC`7h1o8Rkd#gJw}rnqI}BIl|i zP+v)pfmA%U$_ucupYVQW{4Z*vFX~fP4EkW7^mL(!_L1e;S#=O(CaR7lyn>pJ8*w)& zQJwTUgEa3s73X+gU9tQ_a}YX*h&z2&J@jz$_doQ9%rZoi-4qIa8XwLbImD&;HM z+9G`Se!JjHAxF!FlJF6q-@w4BtiOTP{o>+VL8w~m7(z2* zSX)w4H;xuc@cxCQ&|s59QbtfIdHg*_2uYM!!8X;$6OCD&Zi%t(;5A~0aKB^~`D$gL zT`<{);a+Z?#pX-mE@H^DY7Qtz2`cnv$+MVO)k{H?Ys&l(_45bL{1;wb@JR_6XYqX4 zyn`XG@V#5kof#K$K9x#z>nBMc7RKfN1&Rx_AG;A_6O(KJ!E<`u)}=jFK4iHOB zi$l+)`7bA(p^N}RCB?)9el9g@)z2_}8Xp*FQhArljka6z78C6L(>|uqfGicX2!|LN zZr?{IIA8{hSsRg+9ZOHc5tzm=f#a;&NzWtU^<^D2s0sHdwCd5VsgXUGk=v7svP83Ju{X(- z6?m6R2u$W7Q?t4F=gngpcQ@g8nO_p4e-8psr|2Q6ewYTx`w~-H` z3V!y_vz}OtF^FiN!pXDuuIub!JG*bV{r!{}m|za;>}Mb#AgIpLE*A2CwhEGJACrG* znYp4TKX_h|Qv?SHh6``3Hh5kTl_arJe`S37H9D2=HA&3BwA{PH$5%kTaXMU^{@m;){ zDf2#*eADF23vGT3+~{qNREZs@RDw`dNMzGeD`{F|uMXpv{>HBw0+*}5AB1IV%#IAA zor%vwWMnu(RSmtNzPnQ=BoR@*JP|JABp29@Yr4qTAMu)VYgR)m zLt-MybVFNKOx^6{jivX0I$+h-5r>&iqenW6YZeWgOu~}1=dzTim6bbM930)n?<}}A}z`g+t8-Qn(J9Naw6lZD4VFr=~0ST@EdRbtZOw96r zkm_i0`Q*mI-u^9vpkwYQ3}^s&%Sj<-Z4Hafhhp05)&b--A2^n;k97vG;**q17;f$& z)LQ)*cs>RaYagRz|B18)2uI>i32yBF0tGK%d;oj_stX_dbJjXN1@+j^p94T9rvw_7 z@C#mkBBCY!98E=IduO2w=x#GGO2x+k(>Fc)e^VqIoAglQI?1URrzX;s1kh81X1}h=kJ(yRt-3r z_1h#@e<(9tlIMn+3BQ=?O(A_YgU65U%txeyP1w*bCLW$(NYK!sU}|XnGj$AMXm78J zi;nx^RM%elF8L*Hn89FS9?OG>y*s-$QE59a1$L^}FLB{g+%ZCV=LxQ!l54$+CE52k z(pF=ol}4dG%cj@-y8%Bo5`UQkzhv-x73pVMJ6+l{ zRNlj8>QkGVDw|eRYe!}|U(3iMbL$Zq8QC3(#2xPaKTr1oJP1pKby@bT#h5p(wp|rI zYjy?Z^zUld5hoq~;Y|{=qD*Dv)#!+)S(mfJW%}CuY2{yV_8cd#XXk6`tLJlbGz#*;S+b((^D2 zPA8(t)^hHA)Y6K-z{sw)(H8$CF6h}Vk4I=J%IH0!gug_tH;)Zx2lbEkwJd6zjp^@iB6WlU zqVMw?pHcZ_qUC+t8~T|LCxY@_T|rbWF@HLB49Oh#%F$F#t?Bkm?4Ta4c;5TMQ0vrk z&-A7FiPku#rL+lNkJXj7bbyi*?Kit}JO7HFOI#}DO#MJ;GI66sB@xxMuF4FUsnc+T zrJZdRX$0L_RM3=V+c=4^Ss;13D2C#hChxz>3AKq3;}XO3c2`B=&Ht(7`PjUl)HW9G z6oGY4-?1t^mOpM*~g2Nf97EQ#6way6%N^&WfZrB_J%s zKFb~C*U)a9^a~*X!he2u0v@EEo7a%n((O3Nc(giKqA&>LI zXc_CSTrxZIqjhQ0B+x_sY3~Qp+CW^{81QQ+f2_+%K>z4;^r+ds)pWYR@DGoyfrUkn zkQ*R4>DorZm^rSmOuv5Y#mPUqJ@jL9h(arxviybjPP1AClAOqu4wZM4Ftv z{X5{&fB2!xMc5lEvI^J6j~B%?mg}39p#_xjpw`ZCom=t{8&rjp=vfDsMG_ug1gi5^ zAC|bwg%^)!C0(lP;t)FY&Y4^>Ys1T`4&iO86gQYnzV*7}{f9@#%T2qsH?(lHSqq_H zd6?kP;mE@xwlvv0@1tzqCKR-^r#P^px3g13{cL>O<40Vs?K_zkUghS3BJzM4G z6??&3*gBUvX7V1xyBl#6R=dLY3@^y5g3?XZClJ`T%sLQ4Qqid$`^&uUb$E z+)FOkk=s!#)x4CQMs!-SXNvnII6j;jlEgE!Fy_j1Z+Q@uSOJcJ8E?{s2>>>+>Uj!sowb+}C0{Vn zV2SYahVFEAh;@Vqu|1*?u;&X#W9StE*o&$?XZF1n!%m<55mL1Nt66(~l+{c0?S*UMSyIr>YNqi*5LguIs(fCPmfuwZ!tf8p*bPs~lM zB=?1oi_=%$CY*PzpvvuZGcV%vtOQH`{2VK-Xnu&|T{03`bZzifi#(pX1UI?+l5W~2 zmWL`KC76G*e*T+db*J9MujnNAbvOabYer?Oi;=-$SLca(!{~<-Hj|2@x7xlUxfVl3 ziu4L>IDMhC2(Bysu|;?Pso{}`JTh*&f9Ico$NRQBRg4qQpc4kjc~xO!`@TQtJwQ+q z;Zd_^U|_&$zY*f41j4q!$_gRi0n*%MVA#cSX?{v4w*le!B%4O7mnW9i)`~vi;oJES z#khAMW?SZtAtWlQ3>WT|1S!nm3$%-q-nte8e@STzpuG7}0i|MTY5T4VenYz<$9rjD z0@GTn7Wy5P@QmDwXH+2-*9VZP-am$i z$olAaTWGG&nI#j|>n2E+iI8U`;LUm$zR9uiE@YyB&nH&8$AQy4_(1(6{eYPhF|pI? zx2TP4{gmJgZ1Cxg^}$6BEY8$lYR8>Bmz z6i~VwX%JA6ZV*sFx?7M2Y5r$D_5CwDbIzPOqr30>#C>1)70F@tSa|PyIUeqn>f2>q z>}Is!m^Ll=*Lnuh=YSC}qX1@{vYa=b_jvvLGX0lZdmSr>hXPn^N4ZOp!@@05US-gd z`XMTxqt~2auS>BS)A%mjpAbMyb9H(*-8;owoVsaRzr--g`Z&wVn2?i(K64NqCtLOU zIL{d-ILl$W+G6AJ2ZC?m!fdEseYg4Vr4$HL24ekm8d0wj541|j-S%T3k%r>nfhhsyyT;5Lk^AF^!{p3YI13Qyl-X63p^ zaJX#*9MreU)CJb=S1l6Hds<*0X$Cdmz|JRG5pyAT{q!y#IKs5fd)g)$d%Q4S~FD6P7mAmS2S+5{RBuV=k$id zndlxc5x*nROrnfR%p{)qQ57gB^y5ifQCLa-o$^`7cf)&!%h~NR6rROlXHyr})3DO0 z$2mR}%!TI0b3HEnG0z7a?yIBmb*m2W5)0 zni{^41vdBfwQKl@F1cOm!@K&1u-@TJP*Sj{i$sTAp3OQuc`fkYUz>A{E-fRI3nohP z8E|(jSMyAsS4tN+(q|fF$bQ0--3E&~=b_B+n^<~SdEeWFgO0^X8H;&6%!Qexn|C%=W~u9~$GJ=a z-16@<({`d}exghD=9Qi9dV^>^cqEMvb;zfvWoSi3sez^igzL!Y>t}Gw!BLgn-Q6Lv zSU^mt2F}_%R*Qi0vp)2r*8I8K{<~}^6dN+-74s$Hs_&H*q^4oVm`%D55?<9!Qjsl|ZQEVu~5G{xHxVI9O|5 z{rT>en|c5cE8BmwFX&f*kf+qW=R&0a7N!aqT|GT{fUKMIXY9VUBm{!Q+W%>kax~CY zR9pa+XT8B^sSWWOz*zhzv%n$+gbs;cJ|J90efI3xRNX7Qv;D<5APYLBOyICJ^gSg8 z2}^mGU#s@M{5B8))Lo#g`HiEjZq(@u{)E;-=jaPJ=hL5>Q?s+3?d`cwua@$ZIHcdO z`XdPn3ib^Tqq?D}N#@YQiJC>=vVh0kmRKbH&m|PVg@|bb&6#d=Fl;fhO#b3~T`4bjBn(30yI10U&EV~o;MDXIfOf@`1o&sXXGuVWkhD>2`tDICg6Qt$$|v4 zD=$|84f<5l^1ekS^yJ{64GeNMQhc^vsm=!T z8Ot8m=6ogaCvbFi)#x>{KlD3+Q}3w^inFaeKp27e0@h~Sn2c@n2L2Tpo=dfkfvrJTC4 zppH-2|uUg`i&e-JAg``SFK`xANy)BNW6x>&KVM*i|m|` zfX{7)Uc0)2{fnitKL%D?-59=;Y?xOT9;_0vHkvQ>NblGP$WPt)s zE7GS9!=(HU3sf&ZxwZq@ilN1v;P4;AK0H#}G<85{>;|*Z^0ZrUl3M~{`Q__I`+0m4 zlA<{eOIjzks5}-}#u4|UUtC-r3A-Ey%|PSmQMs+-T9@azbFkdm?T(N)b_%K=O&>Dq zL}*zqLi8ki)TGX{R)z|l8p)3v{zv`H@(|#_VvhnRZl$yXA=YC1;NXr{wC)+pzs=QL z7&4p%gbjd;n?BYOGM?!Y)qF~Bzv(PoJ`i|!6}-(SO)FIXqA_I@>~aF+wR2*~!ol?dN_s z*JhJ_aeTR&5y(`=5@RDvbm%Dl+5HzGPdt4#%XH4;KRcz6%;lnfNQm{8?3cvVqyHX; z1bRHeFX{`KOAEKUr{s|l2|HWv^lh3#K-N?Wi(HAh$D)n|r;@mTe$;whn?r!~_MJpn z)uYNoSsnL=tac7z;d+O0^gS^#CjD}~2I()#;xcbd<_ZSzIDd6qd>nkMHv{XC_oiQK z`=^SZqep^dOacuP05LBK90|v}yHUWS`Ye;5F#i|sDIr6bgMqQ-VZyH8w|@=@bEu!V zY-F4UfF&=;F85TYiuUjVthz%uv12jWlMPT-UeCKFd!@v#H~UkPk{0V{Z*%5<>`p>C z2K-iokB6fNx$uaYUqL-=H{iTc?6Hp!I=5VdC*fk#Y6fZET$cOF(?{`-UFH>9EW`6$49;-9(! zP~_-10Xp;n7W5wVh%GXLJ3OzRMH%Tj*AuMu_vx$Gtx2&64h5WXsh$hq2I3|{r{=}n z-W=X0kTx@0`gY)$A>d6ijYUGs7}uF-H(6Qo*^AexRK#9h1KYA$7f`ecRlVQ=)3;a)?W+g*bB>Y%$=Raw6a|T3HJ~yY6UT8Elo66!hA%LNp2SndSlocJF zoeuabDmk4fu05(+{6tfnl98(N8F_p{zB*Jl4`q?DND;KD=0w5`umiCk2MQ7Cph#XlUu8L@iOy>rq{YB(GD_R$9e02ucC;yEhhZ|J^>13)5?Rrv3-1NzcwclSG+qjK5;y`JGia;@5fX z_H`hCZ@R9yM!xWT@I|A=`UR>m|I7}UwESRy0F|cwOei4e!h|bwRlay4w>}VR$iVP* z#b|eXY|4B8i$I-wg<&cZ;F|_*W-IgZ73D8shzSj{N=qRB_2CXf;J--W4wj^(1SI9h zR{0>cJf169tx7kjZEfBAu&+yT>&F37bW4TSyOcyGIwbmdA0#a!9zbq z(%~SXCdG}M;(-XzCFkg2Wv@Po227gyN%BxG*AlC_CZ{&Up=|N{ujib?`*k{MAu6N& z7k~x$*q)gWs#0V14jwoZLggCjxsm$H$9#+A_=lcDs<#QH>%zzNcY32h?$z2!ca2Le z;^Elr{UTi};xrS9GS&vfEBdjNo>Mp5PIG5hhi2HqWMRV4fG=S3sAz5eDn3pRDycdO zXofLlz2tz>Q@!~5QVLJhEaTPOljXj2hn8(-%VjE-qZ~5+QlranmXCQGI zcOYw2>XW-p<34~aBMMaNl5prxO^RIQj~0Ra(Zf&mJ{}bvo)1VsoiCfzH5t5*Lb=wT zq~%l96ukFotXMhRd}K3~5Vp6(cP^IS(ng(u6{@it<+5Tk_#0<4Tf?y&R0P~M4*=Pl z+y8#!yn8x9`ZwQnaW-k%apWLC#GvlQ)9_Q_0o-j9_76dxrr};~*2;gsG-=vvbd~uL z;3`(E%q-x6VcW6q_Vp*jMhv?{nkU0>A_XQMV%C!JfX;#$`16DbBSbw3@7#C7QW)fX z#uinpX$^+5@7vAPb47(jr{v4kTs6!(`t{<9D|FL%p@;4_F?4T{u^B6G3}C5H zW9S6ppkP6$bV%`;vBY|%R2~9VES|dllU&qE+om{RwufJ|<3!0knhBWfVv#Gp;7pHU zfW?4*G8YtPvIS3SP(#IoQE`r3B6D3ZCxd_QPMen1+<})lIuyK^4Y|=-Mj2GYe)0r6 zyLbmz!9MHU3~0O$>_K;6H|UoiD`foD!fk8+uy?e2=>^-#6-c1 z1+};T<^Ysul*JUNcg0b7G7Tc0?|+3)VT9$nt@bzuj5Pgp4bFeX{L z{tNVD2uu>WmLX88syS#Cj2QV(BhXJ`U>%F!zHQWNWeU0ZjL3kB^`-CSd8AW38!78h zdN>sdRuTH5ruIwo7G+RLrsZ9hJwT$T{qw=6K$?qR#c;A`ozAHav)ORPSBa32$B0h( zLY=?iiOff7U>lit;Zju3GC_n$fNly7memX-85BsoqhgW${3qG*XT5O}?GR-kNJ0xG z#)eUz^PoK7+d^>Z#NmG+ABmI#4w1Rd;SPwrYeB9H?idb0;s>dEYM*SHVp=x+c+S-g zO4b;%5PLqjO3aBe7a{Zs9Y#0tV^1SWh~KBmBqzg*R5j+parS?&520GCmr%WHQn-g`H_)wc5h=WSW6Jz`_2`7WKw#`)g z$YWEL@h(x9qR*_rB1Ymh*(bzI;n%pXdbv|@W6Um4t;f)Y?@g~saAC|A#fLw6gWpZ( z6K&7E8@_H^#=(4VIL2OjNFs4`L3H+&Z&97u9R`ZJqiUPkB2R|6u8M1y7?dP$DoP>y zx6p~u&cTNbstgm;qYssWHb2S_1&`v%sk@pn{^duopE%kV*@KaM##iKdlb%z+*S zIP+B9zoXd-T7}s8UaTkk?T>KYJ{=w9AqdPt<{LWfp|WxBjB-$5rM-~Vj0iyg`y-)- z3?pW<7~hGUHXCebVu7XZTr7O?4(5lN_C&XX(%ufW7sX=XM2X{& z!@}`Mr<&HIGjl$;*wgaf;N%NBr0F+pA0O&f@7yV8)A9Y_zi|QLq`_!%vCsDW$#pxE zrX&8h!8*N*im6s(@oebtO<(Kj3#`0iCryJI{P&H_s1UQJMv@<8Pjl9_YY@(n$+MnH z_Qbpp4Zjyi`pUl3`}mGm>gAcMOA^~VW~#6XE?5A1NJ;?llnOqO<5l)*R2j@O@1i#d z3zdN}`^Y9#5)rAjl?>80qSkkXyk2LkUyhnU~vBNF`m3G6~w zsTn3hZ?0Bi_qf-KWtyI#roqFHh*{xzuT#Kv3m=-d64Rup-I1gn5SrR3XvK29?sCiK37W^0auOcKvIX_6D`7}D_UR16ky~q)` z*{PcPy_Ogu>V$;y$-Nt8LEWIgyH7@7#)bJbGi}aY)8L=ulJ)}G12Yp%Epu^ju6||X zo#;j8wU(w7a=>QmbQqrB(VW90uQGC0!+32SP&L)kA+lBH+F(*k6JiQQ!6m35DvQsa z)4mb!NB+~!Pb%s@Mq_&d^RH4GB5(zVb1o#oa3RLDKZ1b45e#nAHRKh@yHENco}>LS z9rsbGo#fxKZ%?9TZ{BcE`Z9x@zMj4u;o1sPOM3Ddt6ohBo}Qyxv?7!PNY9!_3y%!n@B(0PwRzdXPfuv(U}JpaV11i(fhyE{cd>P`z&p1sgQT|k z$>4DNj(^tWQY2|8x|tkOFSBwFogBvrp|WTw2Z-_97vzWsa4E+V_8L`Hfve5zzOfuc zeDYL!pX=TA6@29omj5c~cL@BCQ^nqb3K}>=)q9zgl5)F`{}iP|A|lyukC>iS`D97c zJetq?LhE6IadlRD4e|Zk=CPC3qiGVT=7ZN^F*4Lq0qEddW21lC$JHGhz2oZs1s2N; zc|1xNB1!pa5HzHn<=?m%2~cQUjdOWegK@hd0-V6Zh=`L|q#G9^I!YHxj|bLdNl*uY zA0D?1o{WfVLJdptmbB!Xdnm->x99oKmb-#&73QUrsfv8^I3tF??K#3Mpf8LCg)$Ga zQqV4&#Ja^;oC|3~N4RVU3MHy2WF%dM=m z^-wMsKU5IX&k40R5rV?3p-|(OsAF=va`gQ7hTq@{*ayabo&!yrFA{z1{3jySYUvgq z@oMo(#N#hNKDxX*o>7;ULd8Jo=7mhFoN$9N(HQFH*U4Z>R+^0hhD&&4WLnNvgxeI~ z9Z6sRPYCp2^ zJw4Y`YRB{O)N^%&h_~6Z_{Pp1w*}Ql(SubU+jsBL4FQ-hGGg=l{V&EQbem+H( zrd34O35;vM0GHD6Fo$#R5U?y(udZxErn!?m}N`l!Z=4HN!cCWnhrQ!d#P= zFav0T@eJ)O&Hdu0key*IT4`+v%##p{Eup4T0@CD|5hr@4ld$LFYLUyi1@QLYE;=>iRUORh~lal->Xb4(S#+lyDL8l6()3L~b$y3e+T z;qKIA;TFYXusTH=`_jBYlz2aO*q;sGM`Ey zXIx--~)7I z#_DA>h`0!}-uOW3or9MjC-mPdM4FZk2|y^1%bbO#ptZP&3)Kfjam-}U1mn@^QP1Py z^bZp0ZOvS(+lY;0_cDz=E(6*r&9W}BAtL?U<^zyy^IstLb4bw@@GyNZ{O3>e^70hy z4YN!fQF|4Zu^nWIuwHB*^}Lzv0Oa1jhG7D;wkxECE;tAzg51>98A`k1xtXW^0)-TM z;X6R&ADM~%{Qd1j<-a|E5t0b+*RO>U=y6Cv9ce(^w$yU9M^wwn@ORVij?8Nfv&-7k zBG(?5PrrGC#%$Yl@;2-1;Y$a7i(7F@>ZowB#R$ziDychMV#h(o!XOG8$xz98gEG|o z0kD1%F;pa;(4n+yOOm@5EeoY8vL)%vLZs)MdZ}fxSFkZ91^9&Go2b=O2tpTQ=A@MR z6hrM)lR7(X_0#LnX3K@K)FlrOXizAXJdUmpTIGyQiWj~$VrI%cd#PQso{U{LwF zmt$4CfeRP!3r?ZXf^!rU$x!Jw8Cqx{jyUvuV--uZT*m$&M_^;y-M28vA{Jt?L#H+dj(1m}zQXh=qn9 zTRrT(&#y!z!r1wd(|;eB3Mcq*L77&bY5Z8nNZTcACS8ie&(cr@J)j5rfp@H=_$&GK zdZXhmB4x78M}i%NC@(*-{Qb>YnA>n3WvvyDhP98~D5gDrc3|c`;H~!cg!Ul2hLZEu zuP27u6^}Szc2~;An{Rj!KUe7ri7)JG-oqI{YyCzsByt&hb+67}JU~Ry#b}nTLh
$H z_&u+BqV~95<9YL>()*<+LPA?AP$@c`O(pF#Fs)*qVgz3~Pcia6pSmO04au0Z>JZV- ztNfN+Ztqd2aQZ5n%8yKSc$%w3fyfvIPmQEd$i)NBm&^XAg^@tc^4=4y zBUgS?Nxy?{RH-*p!|jm})=(#+Y7)%*C)$3!pcf> zo|~CPA`ZJOyBoYr{zUP*7!|K{=%*ra%z&Q`0R&R>!zq(CA&9s4TEvGT!?S*nfWy{nG zVO)JV3{3#CqV@fAI7Y4j=aMV-s=3zU5tWIke-9r4f*g|;kVfFKQ_P#B)#aRDCX>SZ?}<8XN48ZZfQw< zR`aF^F~Qw9a6`+ag1aRjbE@+RDvLCqe19$roP=>gIqOB-iu0WtdLL^kyn3rK`ZnB3 zSD?jFkRV|^BjMQR?)FB}&q4?TUj2(8Z{>B5h-^G>lx(Rtl6nPf^1V`9Th$8Hk}+u? z_7wB|jhNC36D@^N?(=VT^#c&B!*zjyr6W$Fcv9PBemK!$$xw6(;bB>qxDgfgJ%(CO z+an9xdH(_a{&ArJ0jv4zWufbnO=EoxD8Ck-&9XOaPpI>i-SO#_O8AjStxF*!7}w3a z9eZu)LPvTH!C7Vly{Ksb{?;X?2$sB<)Jb)J-!~vVcwr1Q=Pf6)rKu3Sx)-mVXryhy z=vO!K2C$#h$I5>KjO0PEgbEU67X8M37XBw>8XbrCg0zg`>+0{1BTvq6H&Q}s5J!v%Y4f1Ogt!P~ih=gVjeVhZmq z$4lOP{B0pG8v5@l+MsuwHcw6^+SW4aeB7j9}KuDc{v5IUxAt!>tn zq>&|a6lCE#URbYL3Hga@td^V_kS){ zGgc(P?dGv5hI~1ARrJPe;9~Gm>s-MXWxG)p2f&!{0AYMXFIY33w&IV0i&Gjz3%rcL z6S{c%K*fb-Peu8FaUGMwk(2TNc8VI`SKSZ zSfP#CyInFaUt5r&Ki=!s74-@&6|9w3J=m%n(K%OW@ zssz|GpK7ce)qj*(nJDiRb z9=GT>kb(-h{p?<`$^%0sS35_#Ju5vD^Qa<`Zj4a5eE&<*#qx!?FTKNgTH8olI>iE& zRvyM8Z}56KU*9~5zVIwg^_Ju+H1ySfQSr2PqqqZpk;kWEjJl=c&STTOE7kwV4R_}e z-fQZlx_)lwXy-nXC0djU_>aR>0R>U#;Hk%f2}^N<=L9Jtfpw<>-#=Uc^aQXK)9Gbk zaCe)WM4VvQbt1EJke~(ezr_Om5|c`~4wuNy$ru@@QNWTJ0g^(abUSu12c}5m8x<;H zckE_AGfoGtmxjA;t3ZkMRnc4$#5a%_ika9$#|nF>MQ*+UYunW{BB+OnE2vh<1f2^6 z+uL1LA>jo-eBW#rc(8_W2=7c*^@frfq{tY|cNN3K&sGtnbCbZK-6j=~Z4Mt{nMi)} zF4UX@v&N-GTK>KNX-DD$X16mt(!gx*f!9dlg+(sGo3__GxGR;)eCI}w%T&-wNd`iL zJe^Hu1J%!M3?Z@Eu}b(qa^AD8EXNZ2jEvQ+N3x_l9dv#4a68(JmDndKbaa??hHA67 zY!yx)4^|)dk=K`LA*)|8W`3V?ufA!sI`Mgp10``rqjt9t{f_Q70C{?bb$eQNL-yF* zrR}0_-r>HT88Sci*}U~RcQ%oVWae9r1j<%iEBg%pKi@lE6J6!H1M+<^`O)w6@66dg zL2Q*x^b=!im%G3qYl&!j3iab&f4#*Tjl7SfyokrvSTw~X%e#+2a4a#wDOk;O`Lq z$0oc~`8ohdQM+zGAb!4Gl9OJZ>8S+8*ms7{-Zkd~bA09uo87w}Q*<<)P zYumMMZap|2X;<&T=q306B^(-CRq<3~s-x!iGHG)uIwoYMZY1u`jUQF*^wgBhl+Ha?M_i% z{)-Op5H#Kbc{Dd+(m7t?X8xn#^=A!gZO!j z(ZkHid(D$ZDmr5|rgF#BmFSO<0z>GA$w#dUZEKoK+*QTKS@iH9z9)II3JZP0PeJ*O zOX34FX%Epy$N*&|VkT>zO3PFB+Z||&!3R8co7D-*N3z+^QJskXx>veQB0j{3#3m1%N4-;syjpFTRRdY%j_rmStnp@_BAH4tDi@;rC( z_!9W|1-$ZbBmiLvoPL+v%yl#aojkd?m4!zX1%M|qQ-#N?|A86l8UE8ZZDAc0tOx%c zJ@C`9NP!&qgQB{AQ89BsDptUctLAzbj6c-I#~C1%ths(BjF%A; zD^u7@dWrMJV*5J9+21z_x<&AT6B_SnKJ4z(Y?QoTW0+-Y-6b4-6!(x5DMMH~f&13uzsdgR}MbmuB`bx8HNZi{iJ+LpmQ8wTB;0ZHsz6^jq-g61kh@`Knq}@+zM{ z_w0P`oBHOrgK0*w8kIy?=)t=0sS2%fLFx0}4EL(*4I<2&10B;uKbVV+@KK|ORoPb7 zvD%2WrCz>{S8M&xe_09=$ddB#wpY30DCtqAtz~aEn>I(GFZ%XiP7hew*XS9-XzVXB zN6DAs!~^PHS!JRmvD~Y-M$z|VRLKj;0Z^=&B$9~TUH08I8nBZ}b#$drv!Ig*&j(zz zbCSIGn(r;X^L%6EDl`tIg=`*t;#Ii@eQgg*_`Wg>^g5-cl@5uNh0l{^0X0;ju?XD6 z3?C;t%dX)wVWZes>A$)r*lx?snO@@U-p}_{N<{3}%_cutV4hIq|7o6-kX(I=ub4vl zqQ!hKQ#zUW7kykdsH$a&;{((!JL(l@4Xk1^2n5xn-w%&=3sAW&j29YhTm{Cw;n!aB zo-b~lSs|JhK;bb*^^ksiQw5D{f602$)6O$u{sk%Boi}Rv*!yQtURGH!$z=#foNIXi zb7kcgzdOu0>&}9$EO{s{cYftNCz|z$mXGy}Az7nkV->Ztl}<}M0p%}oClVg*`v=~` z{ktb0$>5W9Q@_alv#AnEI+4jQm}#0v5#Rr3W8mAv$t9zgUcj3nXLMukqYG0pJ3rT- z{{x>JsX0Ht`?mM~Jt8Iqf5wE_!iU|K&#R#OZ}4}@^QsavJ? z&v7CoOpwp^=6C9J3$JjhG=V*rJ@O;d-dII-4?K~B0D{arQ0D;IhDF-h+ix-awo~}7 zsGuZxA&Vz-6D3hZC*edL`pC*tc}Vf2q2EQf&+vb!822N@&3290gvDjB>5dCazcw>W z_GKWS(FjM$jy&YW)BMPJp9I%F%|zlfOE)N(c{ugba88e3wf9{%A5G8K{K?c>?Qz!F zL*E^;Tx@DvGW$TB`|r=z=%q7bo@~>9tXY{R(P`azAk@xqQ$!2%&3}hH? ziUh?>+J7SBZ;W{EWWHlJLloM0*LY8XcOAE=nqsB`ljF4LBWA;+w}7?qcY_od%@l7N zh(k(1$!i?~W|Xf^rY2fJ8>U5HZGkhIkJd(X)LxV`n2bjz1R;Bj9&s|22*=;J-yu*x z_4t`({{WNV>2oA7)@y?s#-9C}rF=68dMZU&DHxei0tUYFU?p5Vnz#W=Uu0I!db}5_ z%bP-D4NQ=GD&zny3n4MA62MbUyS0OyZa>E#OLgpz0mUgEpx+v%o#ux9$KO$I^W=P6 zak@883FgxeL1F&(vS&i_6M@d@h?DEZzV(Mh#jFg$YOg6qXu_jySFHxs*WQqA zpIS%KFs0uDoedSb*p2#Xn97Q?LB72=crWW(2__Ar4Zc2Sx_rSkKVD$&eRw(7s))(* zN?+{*I@3u-)b&U8JE?KCME zs;Wq;9tv&D{hq$B^J#*il0}u1bVK|bGAU#z^q8xr9&L$W)9jAQX91cU=R|@o&YqiMT%idT`(Y_H z?0Sn{Ct8vc-68~zQZ?j{^!JLtU;aKI2YiZN2kgyT@yvHgUchy+jX!ON-)e$3vu`*PE@=1#jQn=8s-q0%A&HJ2Cf=!f^rqDeeQ zYluQ_NPDgKOSEv7UJbAHw*j)CSaOA>G%}};z`0Y5$UIJ@mgU;{%Nin97CK zb{`o{F7u?^ZPJxbJ9YdP$<*_s7#~-T?trK&5O;6##Wg_$sVLrgi(lOXCphQn_VxD` zEiNAS;db&#zEAkt6Az6qm25czXFjj4o}T;N(2dOzX=`^eP_sS2>NdPmT0Tnlm&$E^ z<8f2;b8DuJL89(S?$;)n&j;Vj?F3xJeu&J~^~;b=$l3SxBUSwAPX8dyN0|;nBMccP|%0WBYtIJuDK07|LP~fj@ApGm>kQQCh~7k$Q7sGus3NQ5*>f*Xo?Srs}PTS^%Hgb$>zh zB|6u`3BZ_*041@RZa69I=hew}u(p9G)sU10QM z-DL-c@Jdk}<3;}>1?U(_?7D=2%8fEPLJss*-5a2R!83kj&02w>pxZ)!g8w?XJ`YtC@SJ-)gNhs;?&YZ+p@g z?@R~$`Ev++AM9{X5WjQ}ih*ONFSEO-$1PP_XlZ_`Ai52ZNYq?sxi{Pw3H|MNP0FL?sUOdR zlvn-i&qnyGd{51ks72uexz!SY44QOHSJzrgk&Pa5FVJl#;PTX1MAlCKH8rO@yGoN| z2Tw#S>c$9KsxEU1oTMfXgju3wfY*IAL;O5@pUK#mt2FI2a!SzNa`=5&P{49JF149W z;uRr@KZnaxK+%k*u5S+St^RztQzQUasm6MOHHlSoAUb3_7pm48yQ2rIrfYMR{c5OV z(WAHC;iDtaWL4JV2Y?pYyJjMy>X+(%ytTQQ~sMumOgi>2DtN}uS1HDc>6Cgfq7YhAgx89Jx4 znZEAK36HPF-rTcEZ47|N#S=nR^N_(r%uMYJ&c(*x0;+Qu>7&?^5@@t3W+yuY7~l5* zJLbyzYTYf~2@N&nC4jf}0yy(vr>Zr`DnpXmwJ$O{x(hD9Qfh&Be1AV@@jx)!Bij@N zZ35&6=Y(|}jVSls60f8<5*(Le)QeqtqeSeenmbzYFiU_aMpSNuUWkc=5o=TS8?BnM z>eSJXyW92}^-ZVVLUWbvpk_Z)Q9mIHfJWv@I^Ff^MzAEe=y@Yx@!xO%ULn`+su*a} zKWfo(893v;6YkIHJiORa23Z&RUPC`K4u!FjZuEklpvG?#!>9F@cB4`ly`gum@685JEX|C=k5Qx^SE~6o6ai653Zj`FAIel-ogwM|)##0{qrsk`Ug7tG2hk z<^NTA3J|1-cyco-riFlEI^7_K>P)?rDc_|(=mH$Qo;}tgc&d&xC&8wYg8&r58B90L zXEQcrLaxxQfx>@bZFD>&h4=ECf(Fc-&_2K`V}ld#XoyCkbs~W--)g3+cOLjHI#Jo& zi3YB|%5(a?ZvL&nBv*Ppp zo$&i|h*kZ&h%~JxGPooI08Rn-jRUFg(q%L9CER%R-~gv~jfdmxe|=5@?&{|r$KO(&!n%uwXI$?5=C9=jfyfW;-PvF}oj~kqsRVxRwv5rGYmWA#r8z<6xQ8zgTsDyuj*~LZ&rO&1 zKCfCow%K?l%m|`Tpk?LYr%C`goC^rwbd8E(d92}VfnbJ*D)J$XK@PVWRKUwZIIT|V zDuy7_qD!q0KFQ-m2EwXHcwG%Nr!s(RCZ%K!j5^?qGmqAO|m0uMROj7q-pPSgf~FFUm?mWd^8mKZZgU_R03W4Do&7I>Xo2xQKLd z%yHB%-J;;=GrAPxGVANYrV7gYwvo$t=h{RNlC~(gzIJ2|< zGlHg%_e9qy)4+h=-vlK*&~mtEjba+~-v{#73Xu500D7IT_x-N}fetQ+Wcp8O`;;qC z1;e)G0@ZP54=`s|lBJ1dfTR^Pd)7)bBRNxwfC?4g28asLI6khfj}5%G3m-c*Jas7N zwI1g@CgZo)_j+A%3!W0;(&7ccNdrKyy=3}{IZQw)OC%DGh6Bc1QyPoLe<--IR1R>Y z%h}43q(lwn1!Bim!JPjY)&6PD`n=#Buj8ui#nF0B;#WXrRM@)!RfUBpMcNzCpj{F? zl{a$Pz?NVRSnWkDDlr-;p8FV>z!=yOx~eAe%qY>XD%FcH5CIt=gVlaFUgKq&&wZq6 zX9>5)ONm&uE2D!@uz=f=A)YrbsBIqe{eGCzq6%*J0Jv8osQ!7amMYyaKTCC409SMm zz>SLzjsd{yU&lOcGrC5_3u5u>gL`nH2kHVKxt)OAsl4d}FLK^L0N8&gRT_LM07$jQ z;QrkRxdc)`Mb-!~e?ys%#DwoF2@xa=3|kYE06cMIixE`d^G!5W9Vp@%z-=DDq!_@Q zh0x?d7Z|gk4>_ zgdJK5f4@>oKrq^Sez+Q=u89k4k)i^YMV+F*=YoOZdsve>FIdNaEu;7!$Yq-E!$8Fm z1YXPh77ZXe>AOv6TFrl$0fUZze-HSVJ_LA=Fp&Hx4osPXCDV!7v{FQBTLBz{imm+; z{3bJUB>OKTzEHfiZ+t1G@I>{gZ#bYG6I1$`>!UAz;)+YUoq59nnD{1pM({{!a-9|LO6k z=nnw@ikY(PAemh^;ndPn7X0UJIiqWjrC4DEp&y)0xot%4y|F0bVfr5tHkuZi1uK=- z2eK9!7=j(-7(s)cph(Nag!<8WoxAv=PQB}hhm8rf27-9BIi-`*yL-1VQtz>DOYI=a zKo=c*R&P3s^xu1LN;yagUhAFt_8qQ`d&& zoyp-xOsH>UV6>NgZ<;PmGp#tbXl<2`6rKj=h`{IQP!3 zYLR@KC!@;lU?4J6p1LWzOi>jlljAwnOPKmxx;-eOVKK46Ursdp@q{4WD?|6WVeuD} z8MDLb;ReL4OAFQ$D^V{W%Kg^KY!$vje~jxeE!}H9*wo!ndFE3U*ys~@dFpiZdr|86 zO;XY*f1kk+nG|uU?clZDG(_5flq8!nYW8jSZI+6l_Jzl%-QN8SL?Q`ClINZrEk7JHKU*bh$e7>{+>K+#976Y4YHrDOX41KQQx(rJ^CF+!x;* z$$EAvzMuX%Kemb^fU@P5!jqnX3y6%G+<%?V+X>FbMI3M)QwCS8T6Q`pwAcU2$bL`V z@V3rUb>x+*G_tcJRR&+xmxn~ce8MER!?o;NzQf~K8e(m$4S0tBh(A*Wi)!z;ayd6E z;qEz2d(QS|u2YL&^{i2+FA9vc;jn1j=eL&ov+Zd;kid!82E-swz^$@v3XV}H*InSn zFRSrCH52@RptXe)BT7|rgKC;LOXq<4e`4;z!RtS#aY01e_80;w1qp|O>Zvr_`Y?_{ zHZCY#E*mED&~@m5dQr=A`6fGvhym(|!I{y4l8qmn2MMR`Wd7lZ&TkUTvPu=KzO-zg zE{WTS{y^f+&t>Jfk}HMlxF&@RJ57i~jECH6lhSk$wKNd5{b0-a zvc{*4i+N^|gjxH|67(Xy=W{EfBPUdOBKsp~u~bjK?#*-U{A&D`rm{VrUOYRh+y zW4R_=6Mx;zD3L2BdABCb zp>n%#>DlIf*Jx3_*|6u;m(a>tmb{-w3yRt>n zO)J$O{d4o0ASXTH)OlsVfB)Af!#ofIq;Q3Z!7!f^%u|(ZHHb-_gxJ5Cx(LbC`h`ZM z_*CaGLc|XPAY<;rd|erzNS`rQ84-HKh~BIe6_P5h*(~MSdK4`Y*u{9IUS7r%wb;9H zZavi1C7~sf_CDQdgLQLk^6dcQ&wPRFa$Fh~6>Fe1Vg z`;|gS+`lCrzX`Gm?x;nRxwyAC4w2ZN>bUvlXqDn#jsIPz%aRgib9Xwh#y+}6x7PCL z9-wgsn~f!82VbYDsgr!YB|g3oiZ?Czmh}0^Ha(sCs@|&qZ;o;kS+s`IF9xNv3O$+H zl_y#N3uT&sBHOQaYBMlUi(pmV8W#%j z$S&K!nn$k^o1i?6xzy5S!=-%AuTFLO6wlWfZcNhoU{Cw+T*gk|os{_wMwS2KvHvNPIncN89Tx{OVv&6p&=9xEc^Y?`1I0=riw5_X4dVn(?)N!_ ztZqveV@zsEDt$!Ge107jet$2H&C5w;;oWV<>H+ssfNrcoX^W+$=^--mRJ0Me0=quc zzkgmUdf4!#r;CZ;&JLY8m~{~OXY%mW0(Y5tp#e4~Gj_$Gt@Wh zQ+4u+%a%)|#T@_4Sm&)B%aZ!0cCn7N2QRHihvl89Zv9ZoThX`9?7Y$ZA=5x(R+=)^ zoHi^jxVSMTV+YGt7Bh_Uw)Z6QTy!UowM)$SP?%s}px)LjiSKR)CFTQxMY&~)^csJn zt%iCzFTdt#y`TQQmYxR1rqNIZ->Tozx&Hn3N00Y`iqPKCEjE=yCYWLBO*5GBebuFy z=38$cy_quw+=B6ayqXxsAzFb1)J$E_!67bzVK`#g?|myT&A=CM3k$2cilS+&W@bCF z|4u}e2?jb=o8n8;aYb8!qF)Wu=I1YR<^(q__8R!x+X)?44t)j`d=*>&Iac2PJ=UHU zFYOhw{p5p2l@0|H_Yw!frUO%Bd8s+3wR@`U#L7?Q?|c@2i1Bvl$=+yv4(Xbd@n`up zeuovwV~NdD6qk+ExPSOmf<5OZX`XSl08;UTjwrbmti#*$VTI7Z{oqgG|1PxtVC$=z zz;kN8y!;q3zzxT zA48PcHw>H0gj%g>-_TWS;&Q5^I7})jO@8y*>*WI&^8VY7E(y)+N|~-!vCLsyVYPWQ z8YccyLeA-=r=;e;qfd?OP5FkGD6#ZEjxwhp_32cx9*S<(yVZd$b>v9>5d}lL6}(Zf=Xxc68;~i1AXo? zGfP%1DIW*xk;OY9z2Spqv(bg{fQCEk>v67^q`ioQm-;*L;&){ZGUqwFtTN^Yrn;;e z0Kc>xJ+mSfz1Y=y*6ggs(gkwgK@Lo{t7&gOCQ-$#5wGBWyBWMu8~!scMsw6YWBwS{ zz~m%v9XU05KDDDJSNH8+yBA zdEURZ+$R=f6O%$SNlkeEqiFn9YX4P2iR zDC5Apimk#dk8beUw1gc~z+Z)}1Ct_&>o{3Q87uoU{1S(w!D!j`tlwcxmt5Cq&Ii}7FCWixhqx+vE%8@eT|G)^ zuE$O>Flw(n^E@TuS7NDBs$y7<<2&oLp#GG|{sYsEmq9TRttrjN7azy7>4LDfe2vMD zM8p}E-+_7Q8u|QHBN4|Dp^DkmC;uvg|0#xh5F)I-4-I1+wDkw0!bcczDx%%Ax3 z*(#03!wj#el{AO5j?0IyT}-VFt9E41WKOl>Zbee#H2tQs9b$E&sc2mt#5AhlUd|E@ z`7}|B@yt<)#H8@&Gi!X0xxO2&GOE%h9WuV3*F2sMl#Lrtr9W|(XG{@f>SvJuE+f2D zWTpLnPi|H2PEuG@e40d>9;jGmd=7rS3@T&Iy1ysO%37?`WtVd2do6iceSZph?UkfA zd&*&Rj+LiIEqwWFmdO^%`(qwry{?N+?!NH=r)*`>9nENCY)YE!+^||Ur%x9Q7a3%!z1tn(rtdkxI$40Ye$O7LQg}M<-*qzwy zNDR77gTa|AVI73NY77eTs#oXBlrWZ#iQ=(Bs2h?b19nSnVzf#xUA-fd;nmy8)7`CC zM6cyMy_%A1tTML{pZt|WM**h)kCuC57#PJ@6Kg*I_?UBQ@pqKmcS}_!Jh>&xn1$CS zqaT_?o|VYSCg=pj1dHLtyfx;uiDykeCB1Fhlj1+(sm@hO(IL-er1s5flZH6LNW4gj zy}NB0YkpzjsaGBm;mc1bh3%bY zk->%hRh11nI$_!L4)H$@M{nF#Q%U~dg$<-OQQKAn#s!S3)L7uOf=wfX-B%naNbE- zd2mZMmuEQQ3Y(*44OR0GlxL7#{{;Smlw0N=M^dI^t=r76KqO|!qrm`)5vIo_5Ox=c zmM}uroS;VF!Z(1?3F}K1(?O&M9xgvd%eiv2o<$-(?}}IBPW6Pa!U4a^eN&#HUE8tM z|HoqUhc7K>C<|9Y^fG4;Q=IU$s!tjEWX!Zm+euE4-5=l>3@e_*+MikU1^1csqnq=a zcr0XRt0}KYcCwU~zPU3uk)?d3L4Tht%|U5CygQ*QoMaBqAc)pIu;~ZQPvDI5qUq#@ z`<+^&uI$cv{a&IlknF^r>e{?{Us&sdSjQ9hy8A})VVbU1oivzZ!U7Ch@#-=3{==pI zbJ1Ae(pKEll)CnsSH=>c`;()J%EfoUheg8YcCKdH6Kq%8%dByYxL6b;qIN+S@u`CZcv*5kMzDD#JXl>eX4Wv$-I=npx)DYnNJSd?b1I!y(X;tKs1>?DCg1raI)HG zA#bhXr}(^EVvk-HO6$%jS#|6DH#Sq>n7X|JL$!~ggz55DRzq_;)54{fDfM%%=#!*T zOGQzNQ2n%i-r=Oca7&vUyQ3hcku37Ax(d| zvqSUhh|qbfQY*KQ!ndyrcsZ53elhH?Pg(Hot>>AOkazZD3!k$|f6kOa+3;gnN+4IY zp*kRgrf0)MR>o(?{qFNntLW%oeM5)wzCB|;zKlP6hj-|iJlrZXi2651GaBzm|M>B` zvT;pVt@$p2Kh-XJ%x%Z6%WmB5Xzkp}@6oLv{N!|bPJwRn@-bC@KiD_PA1!A&)h%hamzZPmBF&W{%2fwV=(eJk@CRx{s6Zg%M^nEFP1#5el<*s|5| z&GxK%srkj#%eCh6&d=t{=dccFrh})V1DZVuWBljkoTO?FqQcj4jTmC<^%QsCSaqIW z6(yy2&a9PsuRbER{{S`h6SGUZ^?^J2w3K)k&HYuXehk$l*=bgkD{sVO@n;Pr})pbSXXy~^$IO_$JUgV z2Brq)P@XHS-v$)so9MoK6>lDV(4F=_mTIQJd z>7vbpO_{L+kq;&53U2JHG6F0Y)H7Y{i&Yz}EFwR{<_od{a&!77hfu{~w$G#Ooug;? z$S6u{ieI0T*r~j#6hs}i-nsP`ZR(R48RQau8+aDg@a5gh?8k*>mEd?yBX>_URn*Rs z^NK|uSTechUv;?so7zl-;!pAamlp1R@`nO=Wk3ihSWNsg$lk^0&gO*c09<+?fmTGN zeThDs_4X0ROhiwdnj4n*_lDb7%(opgjf4X|&AeMT1(V}iIKdKx4fU3F9lBd-2|gZ+ zxYAz&KNL;-*-!ZV97_+{NgolX3!0EEW982M6=0eBo*{RcXGS=!sy|w*Yq4muVN2%m z>YX$?vx_rxlCEpx3!YE!aVeTfW2!00>iQjh)otG25SN>zE4jNV!FhT@_C?R5wZvxk zb_H~XpVb#mf!7Bq_WhNkKdNW%NX$OdkYrg~Bi-9%+wZ^|@MYJ@nCd!prv<8-N{9Ic zpg=wE_>8BQ-?TB_zPUV+sI8be>wBs`1b=G#%*XuTgq6>oeXScY+Ui@gJ&BDD#$CN_~>UFslio{WIaKo95tny_O{^np8`o3mIS92hK|CBrnluZLqBvxjrv%(wngji7&j78JNqTWGg(? z@I#XRPTj%U?s_}-^=vG8aDtX>jWAv(Rp++rWV>r((EZhO=-_arc%wyRV1`>E?dfe3 zg##n(REI$S-w(K}v~wlfe>G|U3X3@V&#n83_2kp5urYGZO!MH=*Zqs~Q_Rb)`_`dR z558#7St@SY=LM(5$EnuW4F3mpB#^0BwO9kH2aO|V)9zf9hBOD^6-c{AFn?XRHc98n z5ToBiC#sk*?H?@oQllgqTQ4T9s&`V8E85)Zn|`K^w)wIDOe9}mr9<$mw|y|f87Q+x zP}Fc4D>q(%W;~S6|>FjV-W`6(Wzls!WdFVq1s)_6(4S zZ$LT_pT=`anF5Mw6;PD+Eh&YZp;Y=WFTC73IA65+x;`f(9fQit$W8r!RlH~M-x zj#a#UapOe0tZ2gSrF#5$+`z5)OGCoT^n z)j&G3c3IpNd$7m0)O*A7KFnFNFod54xvP2r3KLr#R+^61dAj5VP=sb9#7|=|0J~#d3Y$*T&UvkleETGAY$ZHxI;uYuPFEkIO%<6u$lMtI2_Mu%Qx1 zgiQA{)A$;rRG7cxv9p)hHTnCE_5Ij&4XmmSI3zV;V)Dn``hov_47=hEzT?zWkH!Wc z%sR(Jo&=BUkC9V)^hdD^qc$lY4&jAC&)}ZBSw{h^TW4DczAN+-7ruDuaT4Ub$~P=# zgbfhMcxt&U5sLfd$w1P8O7!%+s9qEBk%Tia4AcT0{AkE}p@o`aCz@9~)tTPa$&tZ& z308ax#owdl9}3dW4Xsidnjpx2imSwKtb(V;e+tx#=Y$nB|EH>M$w1o1U?*=0QekL- z!=P3e=#%LbASR&8B*!{P=XE5ItjO44#ABo#|W5kBLXwsw~0m& zyh5N4oDIT>6u0|l6LDWiU`9GTId?q>_5wVpSb>eib7Kz0eIH{CSe}*qbGWz;sNAYM z?Ta{!Ez3Z8Z%zjguhhQyH8Wme7mRScAe5?IhCMaHR&O$0=imH4+sd}Cdl1rS(0yR% z7Y%zmX24wQUEplN73BJmx!^lmW>VXc>G@cM>z zR($TBt?O&Jow&}Bh8!D~7(dcW^lPv$PDmBnj#2b|F1&OQ@nee6rPN|=YH(ZCweNOP zNR?(KCu%gg1$L#o!X}$}@O~Oi4$2Wg@vtdk;!}_B1vr){4JCR$&b|Tp;(UK1h%hyE z{jQOr3on{OK)s0D{?RE*V+F*~+TX`2@uR2(`|Z0$nf|`9=Pu9e7F-+I7<1^3myvik z<;8SHm5DEI6Iy02_Fx2(wMT9q4x0Epx zXrZ7T(=}U6!ATd|{|xEA!c)K@GF8>82^JnL7j9Wjd1FDk18D z<+&_Ohh?zL>*oGX-mtrZ@Y65|D+CT6gKrTZNpbO?Fqou19-r?CcT|)sE(=8`Qy)!- zcA5RqQc{ZvesBIvBoxV`eOGI7Cd_m3DfC|7 z&VfjXL&PLsm?)OAtU6?LK2h=4w@=XyD=-(OBu*50cPil64|aPB-MUl2^3MZTcR+*<#0vZ*l1g#J8r`h{nb#kfDrq6*s%GJAX-Z0$w2oi*JV23uCgr5EUbOWFR& zgV;5YF9!EP7zPT`Qw-`t8%QOu2GcV3OHs z`QH>H)q=ZCn|~DHr-@JBs3K@eN7QUss^+`vvz%fJFn|@rTdV|6as#jTnG7{BJ&1OC3h#iYLa7GBLlIZweSEYDd{2Qa~Gyay0X@!BkKPD`~gwXBmNRvcr7iD z6)JmRr(x0`y+>RhF7oB1f+>?sf~;Q|yi|zzY8#lgYf?cgcUIl8U62)JJ5J@jp_+M# zJdjBIGXCQuP#5+7!~!9aqd4s}1m|-KhMGE9?;k0GnTsn7*~~vNcG`I6sM&KAWS5q2 ze};lP5Tujx$#YQSTu;X!PK2H0hNH?(K)gWprbo1T=6ep|XGK3^W^IOmezuOq(5fT)Q6}v+uVI$)S$vX#G230dZOdVtR>8Ho34HcEM|4`$y)Rj zzr4ew7(=4v`v({jr`XuoqVo)({{-#5U>suc{A5Ix7%RWe?HL`CC*COrVp;KQCO9FC z!6rXnWQrLP19iJpfMGVp2rTIq{Li~ej5=sOI@^`RuN=}ET$-bdBYM3~RIZM&M_$@% z^&#|24(QjB5q2m(Qz{Zp!0bQgh%Qt^gzzF>-(gX~?ZWa}UE~#lcnN}|t$aPBPjzCc zMMk7kMe=56;2zl%)OBdP67)4Dk4lhK5^iHsv)+bfL02 zh`=((d*M;*78;etX*^VV2DQ=|8Lw4>OTG|l;V(x1?u3>p!RC&9%`~0m6q|M5rT&`T z#+|s>n6^l7END}O!nLPHTptEL<>{UhvFT52xwuC8-!EMDpBGNjh56kR{wT~-r*G-9 zr#`{G#e~|RcVsVlD=*k&%?m|>QR6)^AQ^(bezkRlM}$j?201I6^Hc-p&0bhAp!CuH zU1~l|JrqHhzP~#g#^az^slpsZn(2V-Sp+Mz(73*bMa3Q+Lw@evasPxxvtws*W<_J{dNhsCpOa18qZ(!r4l!5OD(OVVz!o(C~&0u!~;(ua8fH&cp*L z4>)$RAnvgc?qT1=g)i?OZ@|be&R_lBEiKdrmN=KT<+brD+q(Nc$bcaSitJ{{z=;-s zHBJBv>WmOrhhqf}5zFs0q)E}=70qGPaq(WN7A+*vcY{1?7cW}&rHVnL)G0JZ`B{{r zHH%K2huwrrJE1qEb>;IffF{p`B{-4+NB7mo^w|DMOmS0KcVp?oKt+|+My_o>@3)h+ z&?oWy>zAb59ig`DX4pQ8XoWi}hfN*c0EYv5QymysD4}US{jY(Ue-wbSe=Z{o!h!EB zhyZWg94@%lv+xATpTOdHqteK^N(%gZMQ>J}Yv9TmLdJU{F>Z<@>(Ri3^hE)~HL$`9 zXCtAb!#`u39J&bDse>cQVu<``A7d+d=Ay70m2XR?bF=3kmphKC{8f2G=M zCsxS3{FrxE=zg^BKmYUJE3Cqtf?UAbe!a3=V*{iM*sLP~COe-7@2=j7#y`^7+aFXWetGG@ zULUJ18iP0%l*T-_rhTg?+@eTJ?tmI{LdUk@pUXJIw!S8_#;m4-^=^A5>={^PjBGCH z76k;5o>BbcSTMZyH$B5n(%L439{kUrTXM(+MB)Gx34uy!^{aLGNjLANNKGP%9AbRw zQolvtW5ev(ScTMx!PbkYv~_z(d~n^1dDeWM~bQmLKNiesfp` zmCms_Jx^|D>)La}2V7PS9pUSUfL zDqyApfsZl&b&%nToUF)Lt@}G96(VEToT;Iq@F?TRP-G)79;AK?SNzP;LU@eKW&$ko z|NQKQH7ANzBam)=;^Q<-h<+|MV{#S++^Y=39e_w*#Kk5qo7!DhfC@FP`t@m5c!O!g z>?zXy_wDGV+}K;QZbGJ&gdHxI=1C%9K(4^mmjSft+^KqqR|N6{>ggj!DKekSkCpO4 z5AeQ*-?|r*1RuX%Zl-q*Nw`3jVYrdnAEun;T>)mXzGcZuC?J@;$ zTqO5;Pa;n+l5t@oev8i-6knSoP`)Ym$1G=!*ud#1pPU>x@(Mehrx;|X0JGvZh!0a3 zlfUGr_G6$BkO~!=CfzmqC$6^4Pw^ZBHdGg0UB%{bZldKHe%)TRl%X~$S|d+rbMfwX z*#~2=FBU~76_<8aA1LIVooH56x2SORf2uljd@-i^%a%VY~lSQ_d#weC)YfYiJeR zOYEhFd5w`{m1@!1%0D!JWQ)H{q`IkZEIpY0`f7d0yST=kM~%bB$G+|ZeU~oNVZH5J z+kvGRY3>6)0|)+VQack9J5mE8p1i3UGCO7U*LZedE0#ARzFOGVQf*5euXb*K_padT zc9KjdRx$>;IZ7iCPY9E<1uMCwoYdPAO;|gu@l=v@3!9Z1{^PYY41C9e?Uk-Z8x-ZG zK+c1ufegXb?IlZ;#>^-#$cjnt-Mgn$v7I*tWDVkgC`_wu*3|O~z(HnB6_8YN#$4|l z<-phnw&2YIR-zmeka&Z|%ZCPr#vDZP+~>|=NmV?44VYmDe12i$-0xvneaOkm#&$|v zT>Q8$Jtv0~;XCh!7Zl=P?L__ku<7B7gOQYj4nrvG;^vsc3ekzRPx!APdq#}q3Gitr z3tdp*PZ$h+_x}A=Tqpi>=L+yqj9mZuWiiO}46xn-WP+g_?)LPjj@>_h0)f*8UWEme z+>GbQbyQL3N_0C7A9r zt;*HHhx*&w+iiA>5XUG#kgD=QTp%Yc1_u1q;N4nbPMzy`g(kIRa0Y5RIwZY)eaAzZ zTwGjnX&=F;iAm-`Z?6Vo%2NZpRHQ~v9; zG01m`QD4YLYU=7N!9SciOB3?Hu=}Ehh2LAa8H%4cb&}JfaOS)C+$-?Ui?~)_p{{Us ze>HY$eo6$Bb6o`)N_+q?IG%g}`R$#g%)^EYgoon2eV#3vPj{T1Lwxh8e zDY7(j*{+8tD~hq{Bqs!q z7Zut1?iA5T!Ob7VY-zuZIs?tL;Wsdxfrep}^W<<8ym2ise-|ZQ2 zi&dJq3%mWkY%Wv?-x(7vG;3~ZyXOYm14%KHo;)$IxZ|d*ky%FW4F>#*tSL}#K8Kj| zvhE713igfYg!eNVo;`aO<^|4bJ(XlBiWe3Zjy3r-FhER1L=+pHUGV*BO~A?9%Bafh zGQ>*bv5e9S39dbGD9+kQm&=>X#5~2PZ2m5h=j%kR2!Pph=`0q}#l?ae8XC!z|9$_> zQM~GzCa5%6^m9gL4@`q_dwP&Xa$tqX8y+0ifmJ|_Zu{;yu{uI}XKjM?6c@Vhcaz`H zxA!ldDy4?e~N{8tTM-;l!U`lrB=#7lO^ zhpOaK2v;K85`d||#l`hrsDt_xrFtozChX*F0}DuSjcQ0PPS&+9R1SBMcU?SFC8p`<<)P*-UohvJG8l>5+S+EIP8HIdz(Vr2lF)Wk&3BfEn2`I~SLNTerQveU1O` zx^TTk2*ZD(cP1~^yEBf5OTFmP!7QPLwcz6ovV;S6KcYDKW;$A07D-8((9qBVH_3I$ zf4>WVBT5`8cT!8J{w^>Jm{OyIDlIvhX%Eh4z|%z+Xa-`7Upx2(Z#+7ZSux=uMHcKZ zzDnBXN(X=Y8eL+pa;|WplVk|U4mYdYv-#dTx>eY3iw_t_n&HJR@Vf`PTq|LiX9nh-{f%lbbiMk>C(V;OPsZ zZZkNHwC3DvJd(Y^spz$nU@I;x9B%=6a{Vb@Tuo?`2bbYPz)O*hswyhsxCUf155mIO zuQbC3q%f zSf?3e+B^m`dF9I@*N&ia<1B%Z_9^2Vkn|IW3C#<%{R4PSUuP6=5R0|* z^WZIc1Re}zVANX2>1k?d#kkq9->5DtBMU8C;8Cr0NkYHy)AC2Z7=iZ8gcI* z*JNhSl&W`UMfQJbXlN)1ivIT%AmLsyBCoK--nvl{cs*rA^$j+XLv5!TYIi3tsBRRp zFTzr{+p_=vXAjfZsIq3xEKT6eRG!H3Z2n2_V_53u?zw*w9{DK?wB{#&x!N6#nM-&d z^K_Lp2nzD^<(6|Aj&RO^0K@9 z_OM$g%mnGg9a|vf4Z)+aS^ZMnd=v>1gC}mi zK8qJ?;bN)c4t7vURl@HehQ1GFBWG40)cof22Z*FV@I;`E4AD;fd$U3);|mGDncSHwe?q0$DU>2%9Y<&3nFTaw?AAOZ?{din?C zjE}3Ts=_V6Ay&Nn|2zn6Jmf(@@nP{;Q;F{C0_YldT-@BQUZ9s{=hSJ$Eop(MFa=S8 znakYXo|p6JiNMWw<`7W4Td}(HIaygz3lEXT#4L%OlM@j?Kfg(h3nm(ko?Elwx0jKX zr3U~V@HxlZms5uWFYnbWglHS7^L+JHp|b?qro<5BuEpfS8=<7QDLKsT=K3-`7X$^| z)meBI02UsTee1?VMsp@AwU$JXR}eW!bb)$Hz^citsny}PSJ?*^#??w6MraK5a`ZcA zWryVx0+Tv6AQG}#5K2uC*$@bvV9Aq9pdYJPizN=8kEHv7fJN?Gj67@JdFd_o)G!cC`oT|xIB$mX2w3U?=+fh!M8qyE}2P%cC z;R-El>zolS-pJ5w+}n1nnoS$Pnj-v&x3{-GE7=6)$tTyo*b>lBpS-n3JTLFp5jrd5 zrF7Gn&ND|lpe(eYbIIy99Ej;~viRJu1VDg{m_Du~zK)?xx z3oc%=Ro>g6;JI*j+ytJB{vFgY$;iUOOw}vCv8hJmN}M-P0%^>c;Srn_#f7DOHJ&R} z2}l{lLCP%L2gZrBOG{i2#3+_u`%mSk;z{P>YKTgoXIPhSejk8 zoeOaFq;J8G;Jomxs_Gog4T0FGdmk~D1I(qlCMPF5KO9r>RQhaMld3&VPdEKyu}CqaLqqFdW;HYIxxyT~RO=;2v(VJE{P6Ves%Zq*OJi&z+59fwoUS84jP zxOilf)_^*>+3&P63tKq9ebCm8OD9^Xb?5UPHuFB_zE=zD+rW+{eMAD!p{%SdGb?MO z?VwHO|75zoKbg+3*wm=bgGb%g>du{L@SJ@PUfKiAUJW>KpVIlzLA@FiKi*^CnV9JC zhbM8cJq~$q-F;F}q94lQ9yXW5T~`FA+@I}&TBoIlOVQxxg8B1Tuc9Cz1)119dh{s0 z)(XTSR2k#YpwG2&ilT$s`7y@LHON*jOZ^O_9~6fbBOkI3^+JzP$p3IRfZ>LzX?nO1 z4eWkK(0+C{WD!`FdagtI>QL>Kp{OsU-}SFOnQ;Dl&^&?kMB=rMRAV|) zxD9)YX}cg_>!jY;Qg#v_xB=*L7aCW><}HCXcOt88P}iQcfMmf17LOx_WkA(dOI8EG zvbc4No&NdJE9iR9eEo_WX#lG<1rgt0h#q*lPxWVKXWPD1vi6T3eQ6wk%cV&QOh+M!bCAR{YhAg5ud1qA5cIIC z^#sS*FFi5JTb)xEtM@Zuh;tv4h`$!Z{Z&2g%M z7Hlk);9!28m5hCYr%#I7l1iJiX=`gcs_a_e^qFnL7G8F?vf7OG1b@JDb2*2HhXvi; zwP{fIksw+f^@fWvT42qHeG@0+R$CNYU6`W-9ygMv8X5yE{QR0824us7(_8c>c?x_guXKyG0T6ZAb(r5$v<)RW2q9)Czk3+AsSY5Ajq=j0k#AEsDhEyU5Q_FC$E^Cq(1;UBPj=KXsY?NxIoZ(ixQ;KY;WF>%jxX z;QlWYCbQg^EYITL;2Gc4%-e>CsbL3(fA+Tb?Z2@RB5g?E@%K?7 zS|N-#jlNL=3bI~A5jF$a!uT~%2N%KG`1|6_S%i3w+@?PPeH8KvitU^r#ghPm=3)nC zNE7iV^WAog8_WR+HisXu--Z5L2}2eNz3Bd7l=cUdAKNW8J8%gPgIi#i*ah-^YC+Rm z((o@DR8XMbk^&_tmx}PhnM;}59J;B{V9-TylmB62quf~Ta~}xLpli}=Z1~bz!;j%b^8p% z8%Lgb={1;5Yj!+`(0}D{`tpX3ht{Ft*4XoVJ22RH2G-cg^YP&i7n@NpeFbL+4lHK` z*8Bkk`j0WBMv@0@J^*wgNjN$r-%vQjIFR$z_w3e|D+0$CJmED6VVz5^bv%#hd6BdK z51JUzgeHO}29tg#%4jRmmDRowq~2Tg`XtNjt^X+s;fse?`kvqZi%gT$m_)G)>giV6E57%?eIxMG^t`CQHReO6S`Aigq56}ocM|wUeb0T_dD2WrL=~m z?(c8ekv{7^d3O{aC4%HHt1t@*k*qar#<&C#5E6DS_N5JFD%*Tt$7>y1j5asWyD~a{3X_!k9BRtR zM7#DJFCPw_TyRNwG~3798Lhd;KSF#o9cS~*$R_u%E3&)c<8Kr-iaAX;MT16i7B)br zbm`6yDxR9#$h;7|4kelas}i8<^#v^MGtrcd@CIQpV_Z_XpdT|2GK?tP`H2QuiiIV7 zU0T)WDXFQE882S2v&cV}=~*^;F-_q+0opeL8X*k8+dkj>W1(UMc?iDiSx?EfN{({A*{kANf!3C^%IUiNtPkqn2_aN*5*16+rP z;8@p}|F0W+as%@?5yIwclv*l99KEBuc{@Tqf8ttKM@L8DkJZ&b4^6%CiHSKj5HF7# zvyKiprUOg2I9^W9iz;TookhtkEvO36Qc+QXdZ8%%Et36bI?1}by8{yv5+oHAKsy18 zy2u#c+DTHKjarUg$!faGe>=>dAU4?9p7V+1IB(LVe{y7TPve7xLdOt6pW{HN_`SJUvyhB?w#S+mLdHitbC3 z`p~b+VKcjBFJvx|vbeP3+WEWbKYAJ(z!?Ybj}cSri}_i%`!QPaf@KhM~IK9^Eae4lNRQ5aot zrKPJ22aqS_(jq`>6%9QN1ETE%HS>qBIlkZS7ooOFSXc94mA4&ImohI-Bse6ajWt|J z&aTZWa@!MMBS{{9-}d0N=jEbl9@>#bhR6YvXNf&?Zf>PBRmI_%1^G2a37)^h#;dG; zZ!_$=4X7#UD`xzvO;)_kp-653NC2bu?Vyi})A@xqgs^k<_oGgDSaGP->sDew#PZ<5 z?Nv<4iPo1NOD>wZb~WAAG=K3j-{dGPmsozZgeu^0|JCjx)I`R}EPWexSbsE-I+4@9 z+u!pG!)we=&WHD@VoO_y(6`TooW+ftV_LOt*h6OicwMJ(c<-BCYixx?$I8zSid9FF zwzFghIk~xpzbssjPs+iQ^3I#!&uf9-3)+Z?-h1y}af$t*=dNWa`rGra?kop?1_}Yk zz5Kcea5p$&qM`*y7(Q4UimJFU0<3rcx)8jEflzFW#B;hG(xRM8=~Jrxx(R`;;Ydy1Q%*B5bWJ(CVW$lKX-lXgq9 zvn&&iQ{MB0@l4KkcKP>&d{i`Mut}M9?`6pQt%G7JT<+?*j{~zCH1<|RHo;^Psp}eU zW4IknceMufU$K0S?tj<0VDlPho`d?X zM+&`t?KgH5HJlv@xlS>B*-mQ=vUsg$T(hJTzixxr8Hjn~+EY`7k1z;uu9xA(WhQ1* zd3bt;0Pn%BPg)RF{$d~ zqVTl0vv~OWvD@fy>ri-4e`fjy3;Xm{5eim2<7?;d$So3r?T zfF@`SV8QqW71e|&sanDPe-2d*&(TTDIp(vIlg@{8rTxYGY+p!$)Vq{fQlg_GImEE# zfinTzJ|R;=U9z+z^S%VPYid^gPqncdS;6^ex6CZs>qhg84}KSE4HoLk+G(q9&}39N zpp;c*Py1m?u5}0w#t^mtc5jZX$sZXpLP~8lx>O@akSBb?>Ta|~2}XdM(_S_=ds(;QEk~&}NwcrN9R1|AxeQmI&0NmG;QnEh~qFU1!L>_prFDZUa^wsdmmFseY8EktA@_ zMM&sO%HCe`vJPvJ&#@`SJtNxZVXBuNXx#9}d@}W`{TvS6$VyU;VQ<}+;E21PgEz!! zFOhFAq_Sjm?`UXs6|Dty)Oz-)-j!8VeKaX1GuCiu73{0Chu2W)f$cB<6Wg+_O~uBl z+*CVIP>+n)X=9Q;@;Tva=s3t?>`t2J$xVpVBI`4xYCVQRq@9bUb~|josq-v zRe|Y4W~?_iQj-fv`UY!{OPy(+5_nvx^`gg*zIgwxY5oq8{jITR9HSY1CZc_5X5F~Z z(9>Y=-}M!msIT*o5 zdblXG_N8e!-M#D55<`nmv6WWcw)&d)3SV4;T+fwV@=X1hB=7a#&ypjZm9vjY`L5Bk z+z#31x-CZtnRBALf&nm{AR(5|`VsJD3!R4q_FoZExek z>g!X$IgK>=)su`$I8D${Q1_ga04E)izvZ(vERszYvOpnt1wc6)U`jE&^*ls00As@~ zs!=oCJ%iT3l*{0H*F264gr++T%!Ghcl#eY96tryn-aG==RoWe$ZWn*wl#XSt5c=HS zQpX`ov$c>dyQ|1Lapfe|1y9TI5FY$yTX(JJ zv>XRnjRiQ+4-O7?JmQGzv_hf?qjsjjk1VBtd83R7a4xsNOm+lY`Wmd&VIHjKgH;kk@k(Fqu&@FViFXq5?6oGix3%VXQ-59 zWQ2!&u|x?5wZP_&St|O|uPbhWX3Dg-N0V5|JTo6%O_wAoHI%?!glUi4nxcT8Sw(Onm^Y%$*B3XS`_$9WaOMg1>BtNLWH#6euAwD`!KTZoKy5Bsvk z7)*S)Zhh4yrBfw!`B#~spQ1Q;u%=vmjW3yyjx#i6YbhiAcot`5ZS?uO|BtS>V5_q4 zw!Q_CmhNV;=$4j{?rsoJLb^c-B_$VKi|+0akd|)gmXMN^6e)%0&wbz5-p{k&cYgqn z>pFCu=Q-yXzcFTyZ&~f+{Yh6>*Fv*fG0xn{*HX3MI03K${PXYpu;uE6JUAi1oO%vs zQWP-B)H{450)mB(rT?&Xx}+fd^R*6W>z^Nw-2D0X9IxZ6_gt z08+XbZ{)h4)z$WkK0*<0VoG-K!9o9Im}WL*Y(kJ4m-Lbj`lMa{R;P{__|5pz#j)OBHFpa>c@5wWDX8 z0BKB@JChc7gnON9*C3oVjGpM^azo%w|B&kHm z2x|WPUD(7Fr74-AYLw}iN6Nm!pYg0q_rYTRfbq0#Z;F+ zQ^EF*d9<>$l-d+ublxQLJf9ZT?Ws`nl?WGTuWQ%+tj`74Q4ce46w{v{Rc$sgQsp38 z{@r5*zF?ZH(FXZ93{bN5R3ZH>Z9Liw2Yt5g=}$G{jgfPO;h#Xm2puD%9O211$v=~m z2wePRIBCLW4)aG(XvEw2v23|NYA?EcFCB|?LptTCeS*M(?(zwFD;Y;ACO2E2+@v79r7wsDUa|?txmPCj2(lD^1oTts`y^CJ9 z7CU)QnhyhS=Tz}CEnNiSz#pEv@}mGTm+eed%|?2m@RjAegT3V zhFPjL=LzN)WgUfKk$E?K&k*$R<7>MMX>FNTv8{!|9Y1JJ)s7bCy50xu87zFq4f;q4 zGZtk++yMsI?sW0^2+D}4x&b0|4%!9F%%uE1cocHaErR8q38_tKJX|QWqiB}YC`coC ztN$oWzuwT+Hig5j#cQWXVAa-0%_}Njztqc7Y++{D#48$SfgFul@-kVcgJT^M60a5S%t!LU$vh*J5TtkIqgm*Wx^H zc*%~J`uvA+a>luTeRK`@97k_(EY z9}jV>t|px7iAo#c_gSd>kdr-5!+gcyR+_U-Y);+H&i(Xb<<|*)wU-s-8F9gUM-o>? z+%~EslF#Z~SRh#Z&l|X!vYPc{DEKUw!Da1d8);D{T_wfFN=+8>e2(2nGfoFEp3oOP z;7v8m{fzUjW?fWQ6A>yoKQ#qX!Nk1k|-E{-yR4VI20LUQwSLmC;7B|XJ2z?xk} zU+|ssymv{I+G~%+<#AxZxvp=;&PEYQ^ejVCFfx ztJvZ%wI09u0BI1rg$oez*0R&T&OcZObEHewJ~L#|H$t&9xCv@+uVHBP>3bt*$bx=O zLTc{90GME7)6*j!L{S-&r&P%Q8PEczkOK9pL!uM#N9Cdk)I|RL6oB5{u#z1w50wn# zEVO!5J8#{BU_$Vt&)~dKSah_d>i_%8c+ip_)@#t|j)u25@dEYl&BaIHX2LeUgEzyz z3=JnO0u{h|lOV%^vg3&9`)@H%tY1+D{QBh{3tFse9*7EnIfBCg)}>e~9Y?{J>HPkg zj;96JsU_0O%F6v^&s;calzUq8D{ zhlmSqQ5-C{&2)HN1%;!@HRI&ul%V!-uE>4$p*90EhJK@cYD&=YL~hT>zIV z*th_I=^`>$1;&Z3!p_zJ_kMBB2b9uJ940*dPf8bi0L$4}A9(KTYJ*%1IAvqS*&yVZogJl!|@vhG@ zb(7rTB)|#>Osrg^Exm79Xc>v${30( zJSkt#BMQ9nESXJ8;WCUs*O+slp%SbmP2XPtWEGSPvIBx^q+PUn@IThwKf{FhECgt0 z4-Ei)1+PF`W}lOj({UM};t@OeUB*CT$*E($6S95>tr){QD@&i{4n~qSK2q9Wm6#%q zCy4{$vac7i-7wwz2MF;=w{(*ud9A)A#%r3SA0_aQ80j`nB_d=Y=u%}TqZD9v!1j6i z)@9&}_9w^d@5XZEf-Ds5C0`w|C3A{P1GpRE6MBLhu~K7=b67R8LQg0#Bc+XWvEaiH zixOi)4?8=Qbr$ieci^lA$^+9291K#xNRB5F1NZwbsuLJgHGcQLNXW>r^KgbkaANJG zI|rOR`d6`sr6mJ=4MSWHgYH-DGmRs^Vh<);+Y-}?%A~0%SXPEo70KL>U0cTjqj?@7 z<6fn&?lmDvlD{M+GmfRqV^z5YV1vxCklEE=_Aue&ku+#;5sC~rY8CWXa8Xl=CUM7M9iU*!o6y;Lt$ z@ghKuCIj;V{5%$FqgYyVaKNY(c3u>*vD})S7!6*CH4P1-w!>Am)VIM>`La)O1?Y9e z4T*q%k!v;KGYVXorW5CXEC6*rL|PEKe3vg!N z^P|sBYee@ku{9xP=5!E9RN<~CqbY0;7zA;AArJ$EL+6iHwaz> znFy=Rdr_pn=fE1Sb99e?kIHSMz=1F&%^-Tc%1+(3Sb}9pM%Zfq2e``*EhYSp%cw2p z$AE(0M(MPB7O*4#8XWW3NGb57d;k9ZdZ#3={rIO{C3n2c_7?l6RM6riykZ|R9A+cy z76X#}4%ONbfJa10NH~Z4y+fw zPkM2oBmaJ>l&R8~9h=P5*9E3_ze(E2jR%%pRHLKLMed8!E3w-{p40o&Vo(8oa^kG+ zZm+Mufd9FN{2w*(A2Ujw?*Z}S0i2?#kIE|=z?|R$>7kq~f71j&Q76?%gI)c0SI+f+ z4mh{HKR+xsDtwHwiHS&3Qc^QHk>NYqfJN>E5sg}#X$GTq?}izZx%bGq;Q>`=j_+H@ zv&}NC@!A6*{gO+sTRl)Q?QBiODYa5qDXiaJ2T96lJ=XfU&+@HM_%8;G#>}Fi^&)xs zLTc@~<*ud1Muv+Z7y1*K;9Z9|hKi^)Q=*TmQ%EH^78FJ}J44g?bE9(+b}?k|7C=gS zLkM@%GPN@SUtU?601^kbYdU&*8R^XUlqj)zT?-jGIgI%XdRE=;^P~>Jxzg0SYbQxF z^)Lu8--HZLD(gUQr#x-sdp#nLgqQkEy)Iy`K7|>$EaMY~uSPcT25HIR`%uQl(y)HP zaSUf3ZYr%AwWq)im(ij#UN@nu);U6eh$(UyUG;KO$ng1lSa3gwQl$8O!&Wl3H!atC z8D=+_6uR69coglp!KO;!p$ErL>%dh%v5+< zHKp=UOK1Kdvb|#=`Wj?uu}-(fHR@i2JJ7D}_xHuS)6g2hL)*<9BU!W0wR)n?IqeBk zPoj->;cTy>KLwZ$9~?xy9=!eMmvPdD7UZ}bmUgk<<=Tx@Ti*N1S7NF!!n*#=$ocBq zB)e>+y$2ilo;Wll1l`43US2+l9K|E$fAaHZ4hJ5a+mf$u^VAR`AzIM>bD$VU4}#de01pYme~4JI_%e>?_H}nlK5!Th6&-)8ur9uL zJr)!e#?W9!lT}t$RMXZ&dJNNnn5szo;@*ke5LQ$unq`6?VMIw$X%wuFo7cv-lM}J$ z;AKv*y=zuhKAN|bips))9V?}EbZB2UScA(g@L>e(Nr~y98G(?ZLnm7hLc8YShGh3;Fi$PM$H6ku^0z9cZb(~_n*5>@Wow~SJZ@<9^{OCinkTiIx0#>U1z zz5W9HS3ptk^0;jvvoIn&XY{^2iUJ9^@WF2H3&p(HEWMbAW1<|!E#D_{r3CSl!oGlA zuVwUFyj$Jj>01IKgunX)uOjxAHj~o=t`0@Exhc~#BN~nZ^jGU?_n9EGM`FrPWGIJM z>J#kFf z5GQ^FPMlKLGUFGg+3rjVb_w`2tw3EOW>yqrtysKv`uff5u^8D_Z z{3Ea3>C0atC|QfkW=KjbpuCeZJ3&7Zs2xCl5dDkGK*NoWbf!ke%rrrRj4G%5eA!HY zW@xD-ruY&0$NeN!OGk#H@AA&d%zB}hZ}0wL0Wg<#aywBiwusS*pOylh0xTVa%xnZz z{Bfy5P4HNxN-|q(vl5K=q7GZcgr?~pOp&~NTcJrPezek-)ohL0X=sAknc-2PG=18IPgTbd!ui6(Ik=-y9`w zY)lF6Vg;IPGF(ltqM{gQD*ZgDUVz3b8QPjq^|P2|Kt8!T3vr-vrwXO4TR;9v#usa> zA4YhIcw(8~;yl9{{X%JQsHftknBY>WO)0;cY%kq2R&r4`eCK6#!3Z&K3Go^1~EH1c+ezdAetlgvCDQWmyRZY?n|EeV}O^5K>yBqa@h{#KDf zIjixj-?!-H$w7n%?*a6=-<>bWG%pn>TsAscdhi(hhAlAC~l@Eq1mi_EeNE%?pZFD7kkB6fxz0j$2-$5HP!$(R()RTFM% zw54SxGp~6i)QP=;_T??n3$Zzts)taGzXr1INDQ1in6?CZsHu=uim*c&;F_guV1|Ez^Ckr zVA5Z8h^mrj^YU|G?namK75`Q4`VM)*V8`o z2h$1I(Y@eNWU)VSe^_=gy@1W*{1rb`STN!sOPgwF??mA%&OpP~4|sfXjFZeV8Q0jH zrq`dbcjsM$H}GM3K5yT{Hy#wu?BULN@5Tp2q%ABP!we4XO(-IozDHAg8<6EYQEF{> zY`UG*d}G9Xyq}tv35kbg8EyW1@YSwfSP6%X6=RD8I+uLp0g?b~#$6ccf5VuxI2}I1 zGZz;cR{PrA1wr?%{6))62%sQJ=S>(Pe>4DIHNk8EcyLL5skK}bBqVM9+hv^pJOTd& z)+a?gNaz4p3rVq{XZ#56qr-;G{$q4z>{@#Q$A@TVoE1gO0Er)}JTx|jEaN1P`+V!B z_QSPn8#q@Fid@};+a3WXwosaraH=FP?m^S}P%G(z!Fy`>t{ZOl*4j+h1lpL3whEGV z5!P5zJ@LYYtaVP?Hg;-qpxgB8AR2*HJd~nM24P2D^mIF;3*}LuF1`PuMW#8 zF@T?kzde`>_hbW>@5IV)LYqG!&HNDV!Qb}?`iJ%rH_scAMx5x2z8ijc z_B@3&H#59L|IS7{$hkRfTm2QPxEw&4m*<&_AyxbU@eIYu`+%viLS3W>T(#_igp zhOQ=JL@U30e$4#_UP|X|x!xow(E}kWk*9d8A^)U<3ZXcslX4}wg~2T#F?W;fyif2< zL{!6XZ%T1-EqSpNsH$XJ@z($;?pj-W^&wemjqZPYXM_4K@85@LED0M`Gr4dlDf9Jgc)+DG8GMOxh28Jclm*Z2EK!4tAXozbc!e!;VkHmiefY^=enwkQ z3PtNNu1j2EdQ7vU*oNwRK7$Y1^4|P^w0II-$m@HWGK|>T4`O1L1mSpy_Fg!Uqq}4V zCYzN{8fa#&zLu1aY2|4iPVH5)1`!HqilT1)_z~zk*r0qT%*m<7mcLe?;X9J7;Fs{7 zgORa##_h?IC-+zBOL^O8Yr*$1$#L+>O;CD4CnRLR*6MX$1Q~)Zh*?=#o;fBM#O73HI-g`GG!vjaom&T4kh0QT$M7cl=d38@%a3cD3q>&r zcl_+%aRAOP2i`)~@-hw8WqI#BQBS(^h`J8U0 zUO-Rq99V5hObG~jYn6}xx~wo5_ab7YW=xi`n}?YaBLmhau_Z5~3I{m?s-4YES%m>H zH1pjyn#mJTL&exDpr*xRIoe50%<+Ax{g!KTN}FH8MeX)OPahvF=#6Gvr;M5wz9?JN z>q=uKw!4%$EveFyp37sDoKLB=CP_k5>e6K46HNOj#_#QFe-_{2$`5gNBBnlyh9_`U z!PC+N)e4>$g{jgZRA@tcQ++oP-~tXMBH7HEp8y*cs0PwUS;!bpJ^vY-bEa^^7Cxcy z&CIClxlF4pd#urJc0K0RZ*Q5pxOn3cCdQg6}AaKaSu)dBdZz^7a;{Z$7;VuVV@ve42ZFfcGk zdP;CGYNrc05!F6XdkM|q;^!cOE`0kIp@6F}b6)Q-{F#pSNps@F$~}O6W1_ysWoUv0 z`v}j&!-M#X8W3$jp-~t^X%q+#8%y)G4d%7h?kPc7Twj8snIpFqQ9zR#HYgg|4PJ*< zBvFffVCw$@fL+>U&#Y>L#jdzVAtuz`4)Q@dxH1FJqGC3>k)x?T27mUc?T|4~Vcmdp z^okMW5yG6~EQKG4A2|DRukDM;#UNyeuUACJX>A3uJ8wqx7__}|=lBSQw!qO}IwSv=*ef?bi~OKTQp-5B3wA7#G;9+L3a zyWD*T3I|Dl)3c^$W(dravJ&Qs*8oFi{bg%Tg4?kd?yGgNH!ZiEbW;Mc;=|MOb-U5~ zkd_$H@Rgi-+{V!F)Y$J=wH>SqW=&=Y*OT8#TWmxI%DFU<4XY0N8>y=3n^{)}lBp z)#J`v!J62dG?dM>wG(j^MKVv0|(ELk+8~VMzLUTS})OUSC zSFeYlHGZ5Kn4aJ(iZjmviz}RZ|3tw@%EO!37pZ_n|w z{v4K7bp&!mUIL^j>c;(M%qMbhj&zMe6b1_B5{aKw5B&2OYT}12f5rx}oDu=IqFt-Q z$^1cd^uV9D$9ns|Un0jQzrOxOiPhI1Ut_sDkqZ$^{r@L*zk+I>Ns!^iotDIU4D5Lw z6*3VP2KBF~ptJt!@8!DZNsjB*Ki1`MJa7{pn~IH3L5;t4b09_zY{J2hf?+`e#`c~QTR|QnV`yxd(i|zpxbsoUTGx;u)1pLtTiGG ziK_P_Oj;Zi%2w8h-RV6vB0c8LgTx`IsOnivN{h-^1c!!VaBCPDEz_kl20ZQ4jCI}w z)7Tpi)r5n1w^-1zl98d9my`v6j23cuc-Y&!5uGSGn#+VCQ;`5jGcoMQZbZhHg*YL< z6JBWtt=z}Ft1GDtuKLlh_!*{x9Vk;UgLxZ2BoF&=raFX^M-EHKHFO>z?r|7hw>A7D z5N<7o5r&g+_4IASdcndA(aWPXY_6}XWbAL^D3dqiU7ka*(hV0`LscZRKRbDE^5|Is zm0Knc)wRXh-JM`33Az;9Oa1FJph0jlhMrKycYgGp=9bMP+VfJV(fI9TsCqEva?PZH z!kz%5n)apdlJznX#(N!GA`MtB?O5;O*_^n(vZt;d>e*70jR%ITqOayr#_0WW;jA3NnA| zN(#d{i2Az;x9qhccabUtj?XpY+I`N6*n#18%7~|~T{NF~d-ex);%!{e7@*$pglYA} zZ`jUXO~SWOy#_5Av;E*nRJfg;HLE^4f-U@);I=Wsuxv67y%U zDS+gntC$R%XRt`V*2)r#OF$A*k{@Hf#bmSy`$1{p6JojU`k$uNMC1w8Y{5 z;DY|gLrpaRVQTFc>+Y9)nzI;ld$0XpFT6BhF*d_lWMwh|!)pT@^vn z{Z5V3<@HXc*vEaCx84)lVFZ7so(11Veavcn1~LDn$F;vV)35(h=}p4zpYHY7IgcyJ z_$Cy7l+>R2(mYQi&#O)fcU>u|pkV9R46Qb?F)UL%UjE?UH}({W@f7nCg@u(LHOytr zuW}?dBKqnivGMdK4ph6bnq#H#JmohqmQ?ZVN)-pt3%B`p=crPl~G`YsUz z@LgQc5*8sizUQa~(rdUn0-(^%wTCve+yhK+{<%`M8VrB_Fz_Oq?iuK_MI`6S&U+)} zHs^96zf5Pnl;Bn`YN!{_)dVOk4vYCVsL|RH0=JZuaJ*iJ%-Yz7;Vvqf3YTQ*R!&)V0!YpUfG*EmMVcMaye%> zYb_qNqN3@*WrW_81ntXK9+!7a4)xw&$(wYFl%~7%N0~1`W&s~x(H(1YhuZa>xAvsf zBRoUJY*wZpu|WlHlo94bC3j&8y+AWevCz}otC7u1{_DHGFxju+m7!_BR2yr(KEW{C zvn=8wlHfe5*h-W}y5F6!K_ZnW^Ctn6njC12E&*Vk#N3XVBEN(wIu7Z@maBP@vq%0m z3L-?_F?=sd(a3e`9D{2UF3@k)XMU5e#bq@{0UD!jzXY6;{exzdJqjop7n72(WvSTt zir>zD>p@7;jd1|!OVhGo1NnA+9@`lvTz)ro)Jl@k!bY02Y;V_VEY9 z!~8E3nXOO1ISqF$+s|Qw)+33iWZrA#Bh)Rp3m4igCl zJvg}_Cu$ZL-Am>!P-~QN-lP|u!7nc_p~?@{Z+?Htar65p>y6|_w+G?k=C;>1vtc*{ zUQ(dYRrf7!!k^)~gekujbRn7<4Qm<%QAf!a6w02OC`S&xNAUUK~4;xf7J zf$)TOl`Iz9R=iXmZW?A1j6zH`Ta4W-R{oI$zB$yEwm2y#hX&keP!Rm8K3TvbGzJ<* zkoo!P$C!Unr~qdJCE1LUjEv>THaR2IS`;SV;=CS+!x7hmjpk+j2Z{tquAj`8`^W|# zdHJg)4r2mzWGMa&?N#Ab5CeJ5$(iZ4j^3bX6f-?skDN*4Tj*R1XzcQ2PXafzUSL+3 zhj0)TKG9qYl8!(VbxpOYa!wMWB8r%Zv{$x%T^O00i`Mt|4p%aRN1EHl50FQ+09%Ko zFW)nZV6~)?F)^`e!<Z8lpPhPtw`=zXR#n$g zCFn;<9Yuv1irhF3?Poc*8#~|*u%Z_~j{4=RcAP}ezz1y3H%RN#^(vB}NYk5%a-@nL zx+$$s(KwWmU9#eHhr3~vzFZ@Ha%E?M$U8e5o0J_RaWNVPBCu+IAVGGa9dKm8zeI3U zUSi79tt^qyWT9$XNXTo@YEUN=}7$_!*twZ#C1slOrzv9@% z=nGTBPrZeQ{(eaBRNg<{>k7!Zbnyb2^L1c}50mgRQ$-p9)K&vC}>OHCd;J`^(mYUfTSCwN}0ntJ}X(+SR;LJZ|~mu zOT4hgq`ATbl=%7Z6P0=_AEKOjB@X|@j56qH95gRcTB)8g6UE(r;#wwqEh96N+jUDG zlrKw$gD&v`w1+Yh|BOU;zFBVLcR#O%X=R$e#!gfOZ?q5tJjh`+SATjGivhODD<(|r z=6Jgiru>LSsJ=OkEX=&EHJE$wt7Y{or2YlNoYLH^I%@etv-uG7IW9M8uBm7bNw^gMe?nAj z50uwK%-#qIbTNomp}qKX@|X_fSjC^9T7-u7cZ_z9hHmPE%GM zSDZjaTILi16q9*dyr81*&JiwFFw*3=9b8>C`7k*NoR>%dhkwB zD&=mAE=9dwLRXn%SkZq5F(B?$`LHl=lpTu8*GSxY8cib6phY}1qX7B?^^!QPCT~cQ z1?e|NyAotf5*j2P%{b@KUJ+be_e;JYI?_er1nYQ)$2MmXXWfN)f5Gh* zj4te`SFZE49wb9Up^e4iP_H=DJrF#{=T;>s1t1Pc53*b;K?uF0O5}T`I8e{>QqW)) zxvk%}|0Y+Tm(1IPYJ9UiRTl5R^1F25pX9Z{trlupe*WL#uhu|cq07(wyl|zx)9EaV z8DvT+C{3QPR-9CncNE!unDaILGlbejA@Hp;Cm%=QqiV5)A#bz4rG3esf9rn7*2?u_)1o_wYpAi61XJQnzS!Aew zy|6pipK?PVEf|UjZm}F1^k#{11ik!2x^5GLwR+@*Pt)}Xjb4FC^>_!Q?uaCN?_vHd zYF~ESWAfHO6qbFgmQ>d~B@m4+Fg_B?uSvd1Ym!b4t5uze17A&CSAc zMF)Jm_F8a1goYh|#E2|$e{8!6nh_Z`K$IFAy6iO9f&%j-r!*iK11{bcAwt%WjpzI- znZ#b|!ZC5c=flcisc3EBL#$_~MURL6!VQ$egXru)G_Z}OwqHQE;_iwDeo1Z68p_7( z=_kO4vXkMsYAsnq^Mwvn7g9iZ2+aRoxI<5i&z?W%78%(q}GD zWke@y#g_XKIbixFK^Y?Yg6L6gAE-m0H-&*kSl)VRU>M0GL6duQ36b>4 z6aDuuaHJ~OC%P*1rRiqtTJNl_Ed6OOV3`GV7#P9k->yKEYp&qRjfgPZ2k@mmWBl|S zLiK;l*SH9BkyqVnh#Wsap+(~fzf3y+Nmqyyq9#TK!4}$IE{ExSR<3VgiM%iv5Wj!? zaAToqVdASMXb>a7>i92r_@9UU-x=UR1pmC}yCb@31q=sD|8W-%Yq+jdv!j1ljkBOU zMD-m+MMo%yv?dAUF;Bs%7F1ekeSMN$RVx@(EG!5O%1?{?#K(n}P{lqLCs>+r%cu^B zL%3SvN36f3Amn)UgXX64hY}uo` zG>6k2#EFWHWIeQ}d$CvO)y5Of$3ep|2Zh0|6U;d_!+)?aq*s_ALDDC+u!$$itSpQ@ zTz~LuB&=VGL*NXwFh+#c$0Nzqe+3$Ma0JfEq>MR~m` z%`2X86j3$h-3WHPHb(sl!E1uORxz~$t&Z;agl->eDnPW%kW!*A**!YHkf`hJksb%1V+t)U%gf7rc!y=lGME3hngROJ$f2>mp0nZpX;zmr?*tKk zqGnud2nB-WP~#VZV3uo;wK;1i&pCMRx{i_@2V zDW!tyC~qNtp=XZ=G7;ud5kMQ3?w&mJuLmR;dbfn0)thvK;9&jlKO)`$g|5o}9)PDH z3@fW|$=|OXw^^VN#j5{xedFlz@!Mud0?$s{u@ggr#h6dlz;C3jJj`n$3LKmqUq5e9 zmdEA3tDX?7_-(WbTwU60z3WO(`s5eWlo1;_Wc6{P)s>ov+q4Jl7^zezs00t5=GP=~ODbD3DC3FO1Jg<%b%bf58h@ zIkebQ_=g2psvf%R*}yQpsxqP9ntd|FEOVMyckpcj5eKS?q|3sm)C@y== z+#pArU_z2!GBLsWkDB4BjO1NF?Sh=`ze_GeeeM zYaK0c-X&*=&Sn!(^JSTFy4*6V9f~QE z9GuWAh-2NN_k?~Mj7>1dTf#-L*@FgUxne zX8o@=SIakZ=2=weNyFxe#s{xIZO?^{N?Ln{b_MO9eu)-n7t!E%nw!1x<^EhFe8#{+ z>@3A9C4N;DB*kg9IS@{UHQgy~J<;ynK5(3RJ^=h%W$!Q@717qdXYurzu~m^w9rwN=a{`Oxko7u5#;}_ErpOFO>@|X}A`;(6X(Vh~8x* zJsUSa}{eXAx_i3UwIy4C#2X~5^?ANdBJWeBVA*u3#*wf8*%?c8cRu4bCqD$$o605Aq{HdTQK>cS9m|LZE z7UTc(5dP<}s!>5GN8|_d5Gcxh8^`%d49GN3Kwm_S%F`+s;yZ>|0t(Fg)pm{dBSa0Z zXay8i2IsX;?8WZ?xV?3i45=4lQl}};_>%EGVVDin$uyvUe>fAUGaS1*hes4QCpRUg zP*yjnBiZcwCNn5eJgTi06z+t`ZxgcnN9Q*1#`=fo=E@w=1;l`peCT&~ccA^A zWz}nkQs?)jZwQfM+-)1UM5*6kO9*{UE7dKg*(a^~%;2Sp1kY62QOdZCp_sw}GU?P= znZ-~%L%RHl45HG8fX9*1TO+jhgJf^yx05+LuDY)T2OV4qTQUR_Y8Er>{b{~UCE)c$i3UPWx z#SWXFY4}>fX?1LiGM@G?7nhM^XC`I^coEkb{QQFdg|rQp!!*Qut{!BT{=qK{4`zw3Bi$Xb&4f)jn)RkpqRh~$7c?3rWpWZy)* z;&0}4GPFxxj{WH47k}j&gc7r}@su}m{G0uaa@o7c&}c`FEjZgw0&k4UdJTA>AK2Jw ztwvLF`TabyIs0cyEijXY9nM55O=zf1I5H^<4BVM9_eeWKLms8sGn%T|*0>oMsxl6>1l0X+@2xs!X-F-DSxsO{kJ(|!}E3hM<0 zsYik+LIFUVkyK9OMZ*(}I|&Vvh9c4GU=)~z2k934jl(Sc4PpFPfIjrnslBj@ZAy}3 zDIBLX5~4?D!=7$IUYbHj2l|&A;C0%~ePm3f3lPz!H}Y5Fzu5`RmOeYhsHF3gvi9nK z;;amYkE;AO7qh6+l#!k*d-XA>7@&9Sq(YV>aCUBxha?P)Q;%r7rki!L_@Zee7lLG4 z;E?zsao*R)0lH4H_*qbaFBi}YC9D(lTLn>|B&M82%8-u+jbUh$HfDT9R$4l!<;EC8 zWXPN@mr+QFV;yQEOe=MtGL*3`or%frOn;yJIvVLyL0_)+2C0Z=P1^lmk&dY`g&!PF z@bFu(J6Cvx9W_TC@~|Y6Pi=12IQ%5r{H>Rur9A>qRwCwU^oJ=a4NNJSI(xj6oj+SN zEv3__)h8v0X1*vV0Y5(@)MYoJ{B+0GpSS|fV*Ci>1e~bUQtzW?A~7+ayCAHLBnQP* zwae;D;&lkUMZ+MoLP0=uqThJArldauZG93|Uq8IF5rk2TW~*w(D#3@Atw6|(g)V}H zU?a*{eXp6MjQHwI^j0t=Xlk2Jx7#Zjd_T8(pRhR?PFt`{|CORy`)0V!Y@gErN`J6@ zZU|?J+z!xlrV}Fcc}h#QXz8}VC(oKC*=%$&p4Yr@RhHP8oE=U2&5Oilp zrn9rsBU`4zEi4<64{k_SB$m?9Bc_1EG-z>249X$P8FdFe3N`LQ$1<3u8dQbLbxWUr zhBXCH#tCq>ywmLyC7nXo2y|FsNqlA_LBBSR$6xtU@P#3{WCbWTn(WvlzuIWP+K0VG z({cOHh-WYJeZS>x*o(L5t0A_n0d#T@r`a;5-#^kD>v~ZdvCytYo+zKKcCGh>KCEsJ zfHJoI{W9*8|9eV2u|U%&tcgpQc14_?oz=;-PQw2No?`JaVtGtV>CWQpytyJ3TW;5j zFZZ{{`Dwx5`+H0(>(634Losa*@*9Hd+?N4|SCSK14_yMaVGfl!zb+@sdgR5WCF!4S z`JO%3EmR~VM2y21k&uwsFPH=s9F>Tacw-Z=4Jx9a=GyXcM|LTc5mGW;}6>^^z4ZcJ2(rkri83-*5C{Ft%9G* zhFUi4^;=hUFVK(_2+7cx6~3X7-VBV6j40`pF4UTb-lQGAD%&0mf9EiW=9C&L;#A@F zVY``8Z)1eq!q8b>RnU&T`slJ&V9i9b?Cei`qtV%ico?w)De2XX{-f33zoqjb1~K80 zF1`W#Te(4|^|&P2K~6rLW*VD^6A>AnA{2xlam5xHsR~{Di)s$6)q5$~VT8|C{U*X6 z)pKZ&uq#>UH4h=3{K!hsUoI#*ExTK&=lvz-j9i{o`lhYAer|B*Feo!_@~X~T=q;Yf z4fx-t@-i86OZ|u#BPGra3EzrM7de%{;+^u%k zjKoZH>cpf^lW8}8)^I=6t!waj!yb<-_FHIHo4;irdTvye;;fVDybHq*c$s`5b={g_ z@R?NLlb?!2eRp;OwG4uYFL(#3C-JSj-a2x0=) zQHxlbhK{MGkkxN}_Sg3RfIfB*acZ>9UffJjTX*za9l6s*38oViBYkXV@giGIdcgE9 zcqC=9Chau#-Y7=GTNXJ_Yg${s-e^@MR=osiL9F^m@RXy$EMmjt`FGL}x(#f$WZgxK zj;q};B|Wa0;hj@dhB^d4$6Q?%B$4X;&Z`X~ z3WIg(H9i89O?9 zLOW2&ZMz&*Z-|HecZi1@{KpNkU20PRskdeOZm~E+J^mz?M3Il&W}ZHP1kE0N3ss&J z*E`4fcHmjy;ro!Y+VIfc&SIC=ee$_|Xa1hyuQ@|N2FO;uMO6P?_##@nJudrI9T6J- z&{LiS6AE|(r z7I#U==hF!RtxuAi<>_xiO=iLe{70^GO?3px4YigP)k3xFOOCRLIpM>O)!cjbT(G8= z6r^_+JMG)O=6swD?UDLIW4WJFF16nhmc+S$y$H>Qw2UQGd-h~>v#i@X+vhiFe>7z| z3#tqFCsnW319NNHhd%53_abgF7d;5pVu zJGj7lhOZb>u(8pE!Ti!*toA4LHZ#1mIN_mM5!anS?IQ2#a-?p&c%9cyl7EN$(S@cs zmA3KG9*2)Jo}M?YZ_XnX%7YbC!rZ1lF+&5j`V)eWf23MztIKwi<1OzkHL!wnLvLKIm10tnthah|{#3+Y?6cw+@HqWEO==_r z@Td$xgJ=mq7Icq(q?+2zmCyG=zPI}&~?AYF+4Ph&}ZaUYKx#5ZUrtB?O#J;;zS%DKJajVZMB58)WWnm zaC0+ur_}O_6@s3y|K{^sVJ{x6at@gskL{`cgg*!_X#4NI1F9sG4xNSyS;JHmv ztvc;QAkWj<%V->fxjxm-T?eeM%`@3Z%{uglWGig#B;?;YB` z(6guZ%TTWhmDMZdP-zq_U6cmUcB22t5fDUk4<&mnjFjr`ou8X9_#pzpB3_`tBUEP} zW+EcFWwp!!U5h2+&3KR$pvFu#9K`Z#H1$``O)sb28w)E(g54VIc^1uPcC82u z%z%gij(~HPl*qz*0%5(!Mjj;ca?IADp1#f*Pb9pcV2Fru4~e}}K)ji|fn3E-(kquI z?(*ioX6t!oaER#iSo{bPR+3)~oEzM+qgC#cg!_YNp;(VAWIRq^C1t@0)YBSSx z;?#tuA~nG%sI&0!kN!94H1B+Uq0u`(981ZN3ac1HOkoz3%s$@)BDHGM<9$Dl5}Og^ z&e8fk{#*)FUs^j#oP2)a{F<g%{%q|J+kp$Cq_Ct1DR2q+GxUx%AgvH+s z$9%#0c3;Gs$tfXWPbas)GNmHQShfr<&gl)TB&pb3__}8k?1}s~3h4`SFXyV7(k6q_ z3cknJ|CEBh}lP zDkOAraT%A0;Bpc*StUi%)4O<`WcI}J?wJThYTTqvlYkyUs&akhHzrUV^jb)#^1=wA z-^;ZoD&zqfT(1NgErJr^1}D_U?TOTx>nj!yE48~YNtOVM{!r^1GS}S7(dLFRQ!UiB zkX!+)6NTdDW*2$DK$?X-ja>h(e!WwBZm^+B!6TLE?uSqCYaa(Qc+F#}7MGQ(51oxU zURqK^N8rkN<)^3bUw`9W5ffwg$C?=CC(YJ57}u(xkw+6}N66b=^1Z1)j2^6#lRllU z_f!1xrm}DE;6R3|d+EfBO0|l8{#yb83_)^p9mh%a|i0Wrv0S?Q9Q(ERVdupyl9E@jL4}v~NuOuJ~2v<*0B(X)8ZcJK47w2O5 z&yExs(p7$Evd~^Rd(>+ld39)eUi%2m(vC+_J-)K3HNAubym*+l5TWMP9zrYX2l0tl zU+%hJ9Vrfr*nr+#vO;0P3d9q^KT{TtQ&3Dm9du}=FXv57_rWE3a&x*YIhynFco#<{ z`Oc|KrbBNGZJzuVXmcb&k6w0o@$i=vJ%Us-BTNCpm=GIkZ644ndkp@^GFfXfi6;SR z`Yl1C`ER6Zu?&dlNU60$o1^m=6DB!bOi){^!p%{f3SJPN3E3<$X{s7Vd`^Gh;7f9Z zks?^!+=mD)TwKz$wH+3>Wd~r|raQ1XY{~mFjXNCNz4ENZwfUmrO+M#hIUPXx59g&w z2pKP0$~{oH@2_j@ledwTFZ^udP-Ms4Q1eS$&2&9t^k7jW?6GD@C$5Gv`PO8m32Zc` zM#p}xuGRch?c{_5hk_JA0+eJ*Gq_@wx?efJ1I-%p-gxY;%;#aJ7`mLhCYRUPF04{+ zH+Gb&Q#IbA)hM**KS*EDnP3i|bhFf}Hj?11X`qq_RWFO6eOc-Y8GXQ0(>E{8On`3k zVDNM3Dz&=5wrqB4g)W&y5_75wl}OL03$xr4XgV7a7NrybC(2POeFB=X@)c-TFZF~7 zDhxUbswC)0(40XmJK%)j6|HJ+HyInF8e`3fb=cP^xFGZW>q$=2=ac@RW=o+XY$K1H zkngnBFWb1#Y;ff12URig0_jWlv34S+TV)uPN_Ai|V0;r^MI0*w3W+Z*8wsp`-lFGr zpav(a7bpCYa@gHIO?+)KkVM;^K!+K}Ib~!vLSzHDk6|2DZwA2bC5!&#cfR5~=&iA< z{8X_eBq7mRJ?m}~j{{kGF(P83JD5OvmJ^pLFDje=b?a_nwG^P~*cS8d$!uOkt+8E4 z0jdc&QL5E#AC%K=NPUCD+027ehj&v7? zBq$MfW+$tmV2s<*O8NpZCLjgoAVb_KhRf zpXauD@$uX13kx+sNfc$!FNexJnhwkEa?J158A3SVn=}VVR2a@n`cT>RBtrhG#QpJ0 zpcSbAW4eUE@od)Za7CP%g+&|SLT={6>z~6=>}9}_ByfcVYr4TCBjFB3ekfLJ881?o zHkhm;*9%I3h1ufecCK{To{*Q1fM_2M#dRgadn?XNIewR7d2P<-`V@l;MnH?V;R_k{ zHt84^i+1RkwXJTh^6Vd7<952_bCBj$}fWT~1wJuZ0^esaRl8 z`=N8cFogu6Nlj+yy-E2#_F3q{fE*A!6QYL$kN^{e8WI@xbf9)IA{nD9Gxr#wV*AJa z>+>rhtJQ!52(E)zt(A1jjFE;LD`1o8*t?dGlVAtt4vjT(@=S8csvV|1a27Wdct5ij zZCu|ig^xM7Df~t@k`K+K9-ei`sVSDL3DaRaJe@&0c>r<+4cZEJOlA;bWdJ~=l%rJ4 zDhB=1kMs7V{!C?ibv?DT86e;Slr_wJX> z5XJN4;E=AfF=&1=(sWf&j9gxO3uJ849S;?l8!Tv6Lh<|oUW%QOoFE3O>Iu<&G!UJZ zy^3J8Lh-e-vlEyqRINeB3;>ctL_iP{VTlz!BW3u*W^iNf5e#bvy^d+u$B}uo zJ$TdmMGnHRsN>LyB51#zJlVkb5(YA<^n<6MRwN=7*15=stCBMu+DJJ1uToZ%`L2Hsg2v-NTKy_zw6gX z>YV%ttI<-KA!n!8Z*#_te{H(>}br(`-N)0X;<+XjlFda*va&vPbnuwQISHqxtmuq-p9cZsoT1Ldg zyj{v5VP<7*ZE3j+IM;+6YX4TFTKO1*BwyiIgtZ>HS3_>{V4jQmqwI`_Dq3tUWMH*4Xn<2 zZ|okItta_*a*P2SIWLGbo2y`sw{Bo}?YD!nLU3BAr`6Swt`}Sgi5iSV#cnkDB05A# ztFs7T_PvWfOpb!7{!$K?^!)vijb!J>9Gq__`MfCKCSNTTYID4cgpSqsxUu7l-54On zO-D!f70_Z9Xf&u)Dn^K~`XL(Zc2zCcvi^BixIc1l&9}kD)7~5YNG+e7yfXwplm436 z;%I|}4wczuK)z?scNv_VBnmG;U8B_R0=63w=`%Q;Tn!_~&p$?X=B@Dn5 z9y?0Pw}p#f105pZzUEQ&+CKlW8$8|My3yxQ$;7ye8?W|ExL>xq-(ZW!z2X7H4uIa? zq!%ub_sIKf&p39=UK*66!e=|MLCNdY6a2=PH;&U?^hqyubvp|oTN=|+e z(&u4!R4W&`F;WbcGJLJbtcm}fJPLLlPu$&~l6$OA+>NC=}wZ>>ge|C{?Sq-Y`h?6&Wp1_5tcO zwrgMSg4C?C1li)$vp)eDH_CG(pCjN1m>x2?UrKLp$^|^kd1Xg=AeXb3d}3z8#%#Y8 zV@%@&IF8W^VmaMd87*c^O?sA`Z>Ma0K(RR<^pK~5coOI%OIfIi&^Uv5hiDaXiq#G0 zanHw8&~ar` zbF|rg_QFU7)d>$jB>%dF3mPUdaj=kg1pRU}LZ*b01PcA&(|m`Fz_1z6vuLThf_-V% z`QX)Yt{0}JBhOVq6X+>0j*$LjYk%ovNA5l?c!168~D8bWQ%+GizpOYE>Ph13)FODIMONpWaxu zni)X0UY-Wms$fhF$Cl&0nkRp{Z)`8n<h#W3)tJYEQj(-57dS52P8HoenY(Mu3Wq;#EWcZ!BayF`qw?#Y{c3+j#|L z>=pR-zv@OWE#T1`Y{-kQexOng#OWEJ02^tYN(Al2TS?9{e)*1nWaPmPyTA}) z_8`D)I!EBdWu$nETBwpb5rl4e^rON83o$?Xq-VLoI``cPkO0w{Z}r<~#rj<);{iUa zT-4Y{l56nKimoAPLl#YYy;G3&mkG=hU9&r1Xdlc}~p#EtD{&46- zf7cD@&(GfxF4Vxgl&Zym$GLLDL~VPfLF z-Eq{)n^Qh7JhLgR%4&1J@;WxJUg-X0t}r0F$es6Dq(mQRX`i00Ca?3~ddyf3#5z8H z`nnl}gEyCl$mb`!#S_Aix+hrI<2fGRzF6G?E!0w1mJc+V{-dLstCt;CFu$Le6RL1L z4F7U)z3bQX$h{yi`g+ICVb?z*e$s8XXJpqB$Rk3y;(;EZQnfigkk;@4GQAV$Wwo4t z1|vT!Plb>n0dM()o*oqdR69UZdI%_?j#FV_O59aNdCOr9E!}jDuq&NDR94iR9QH%C zS}M!KLsf-r6cS3^iUI!^s8%NTm*IRkJWf1d@1#$d)vBpC2$}B)Dk?rd(c+3%|6~gf zy2jY4HR|6&+PCG4--jc?-uBD!5Wfu6DE$Cs@fOhS0(3i6aZDEGe`Ry@XE}Xol)du~ zSM#GZlQ{7o_V-g94GP+mwJgj0e+LA1_FL{Rl_q2dAx?Mvquko^= z0B_scWHk+==~#+417s6z4CjCT&9dRb4+9}#9bn&MUKydpy)x2C$5X?A*%F;wnQ3^d zR`o!BrB4>Kq}<}ZRUQtF9@;O5bR;$Z3l~s4sggIfX4zoT97yqq9TpMXlnTPXm+OGs#Shb zI$$y!qFBmR!|s@M?r9{dQTg3kao;5kcRnO@ovh?*xVm^Bn-tn+w~_L`n8xk}oLZx+ zvidt95}D`C04zl-;QcicxV7ScZfC%c_7JdPjMY2Q1B>tu+<3<*V50@@UZA|4DTkHD zWl95@ImYv;vRTcADhy~&^DzH4Gb(C$5}YS^8-(m{-z~j?oG_#?!t78OF9@b9Sh}sX zwM3@_;S!uJrAAkl-_8wawQKL_$VG{k*(d{gsEl7)^rV{`q0=0;nkxa5Q0qO; ziw6QA%i@>p(*IwRlN9c`2s)oz-ai!r*aAP$;W-S02w5s1oDI~m0|1GT(jho9+T&$< z6={DSsh?-UR1V_0Pi8&B*47M7$4c&kMm7E@N_o>rpPn>NH~6WsDkN~Sf<(S&<@zOW z4&DPf?KJMi&SRLC;ot9K3a@t=BzR^MXh>oB^zf76tM*>q-9ke}>bQ>|KZeK&UxQTI z3*|Cjxmz2~Gvtq~370!NkgwkZZP)p9(dd+NCDIS6gQ1Q|9|4D`gN)}nn!;l|?{3iu zU!2PKexR%CzozAVTu?d^PRcxBm6H@}-#19&@ktlV)#aH3lsKRQdLKk^VAs^yZ?}Sb z@NahwJSrLYwUSb~J`#w)e9H8CCVp<3nth;=alVKw7e^;RbvYDFllJW$cK718ndT!k zs#|8_FOTJk(k&+0HP34IwR<%BZoCUS`BIu(?lB;iw0oga0SByo8vxUviT!SQGK3?D zuHGmXs`#Y?`K0gPzrSVyiH)&nPhXR?YI6a=+&tVGR&D5ovpGT>9T4EgV_A7?ZvS5K z*Is-K#wqWUlZERj4yLFd;o}$PHO$sn-Gi{K0#Yzqk84+%pQWy!2bz%*;9K+$mOjHF zBDMk71@yXMk&|4j2ea=*>sdfCU7sV;UYxXD#9It~3wveg`KivK?Q>t>3`LE`@6WPN zGch3{z`;Pp8W}N9)X?G(a7o}ILV<*hF9`cc44<~d0kIoh5WD_%s{+zfketms@4A2g zewtQ`_umHxsPO*iPt0M~hN7dVv#e2|dd2EC(fH`!ObRN1k(#7mzkka8`u;se2PgCP z&dxNkSUSM)(gFlStblek5K9RdAiMPy&95P)8?i)IbYPM5dNV76zC_a`hge%Gqm|Hj zZ8lx`L*ktIi{1AaxWP7{yCjb5##9sT-}Xdc^Stws6lh;=9(*i_%OEps%507akw^!8 z)sHbTv%MLBW^nt~c)9TJY#N{@nula?{Ai3^LHvrlJXc1cr3p0(PB75R&UtD7;sY=5 z+-y0y@y&jK8}Yww3Nk1aTq{^iOgyu%caS8LGQwfJKpoi8(UFLglK=!`-pR>?fcrrB z`R`^TnG+xQ?u{_trKL9@y*>W(e1v<7Pwg-65zs>Y?}DoPU-K}Soy5CsHaQo=#`MQ( zkdTr>E@yzR7>MD;T3%oRmMvbR+oBw#{LJh)iC&0^t z)UsXxaYzY>F8CqPYT016fT#x0twD4YLAjB~(2#;mGU>9o*NObr1Li(sLOPDFbThsC z(gcDn0p^9=Lq35RbTLJ7FXhP#)!V`^`#%&IOJM016XsbT;4I&0oO=7~NBliEpe`C( zZ5oJ^uh7!bb}wLai07%M=A_!1hnhSf%uh&22!H=R)tf)_neR2S3&~#3L3g8tjr?=2!k6 zz~9>e@`+U>me-46()MF7YcOa+e`3z7D(YcBVE|?ep|AQNV0a7kR(;`73D&M_>Hje; zk0AjNFsEA+m57to7J`nBrxEln{k~9Wr;<>LqlJ7MN1GJGbxhPCu>&>0?vsYkdYKJ$ zUw=Os7S%ca&5@ic!^hT9FFt$raS(`r+=Ea)1^fuVfB>*JO#|b|oCg26mPU=0B{3Hk z7v+O_<8|DVQJv?7HoyskM{@6 zr!5PV=}%3^?nFNk5PE%UH~sz6E~xB@O1@0x^6+dm7Q8%ZA9P?L)Ve|C3aGxzHIso7 zK5)xbiv|y)Z|%oP46p^tfe3qnW)lH0l9X@$G!xuoTjP{kvY#Xg8LVl+G+BMNidtGjSU}Q;X)XLMEl?#TU8@g6nN`U z-GNvJ5br6~*;DcI@mVdj!?yy@&iKUA>D-o?nJs;6v$*Y~a#YIV#2i-{JNmbSpxCp3 zk+56y6p_t-BI$>~{4M3~#?A~9Ia9Sq9b0^(W~1xbBS4S~ST~3{IPjkehE}W}SzG`i!H5T zwI{bWA_RWe2d)PYzSLpSV}PS5m3&qd2gOM7h*b|E;b56>W}?zcw+F-V5a|xCYh*3S ztrPvzHduOqVKlu%KqYT2lp#%U++mSZt$I*IDmpVOvGryXpxK@aB@wg z_Gba>?-1_i^YPzALcZT?=Mo}^kH*!#l$NRG{_o%u!)J+tDYc)`LN<$a}-N3Lw zKE5>n$foqxvXDcTC10_)6EI^&_5e16th{(^0`#2x_yf>XX?(+U2zWiUAPt+TU)K)CZY zh~{X4q7Iwf+=pLpn_7eri|u~CPTrfqf(qE?I>E9S5z?uV!fbI9IZiRl&oJ$`!Ymca zBX+RbmHEiq1pfLJ|4YRU{Gvj36@nVF-rcyei=csxZJz>w3Vc(f+!v z{=W8l1~#vcY6hIVecY{@e!surhLfG^^bSnitJDuLUMQp@b6_dJsm~C4?0Ph;X#2Y` zA0!+KoV!JEJOFfrQ3P@yyoRP8h`BpjruVp1>n^2O(u3+C^lfCX=UHF@wC+L0#>Rr^ zH9Qu6`{vuZB&TAv^0~+B*CSQ_7jc)GRj_3{2349@v~z23dxwTz@LXM2EN&bZA7{sB zTXCJU=$pNv(~Q`zaEdJ+EkOo}4#O$r2C-`nl zTfN)idZV9QheqXmk?^9gqh(%$zW4kS!{oFst`oJMaaiJ6)j{n%BkZ=x3Snie%0$1Z z>SEqb1P0wMLNh}D8{A~s5st}P^gma3E*1W?;f$;vgf5(fgb6oGsE)Q9zPtmR z7hgl8BOE|`nlK)RvmA_R5GGA1XrO#TP7`30ee0C&JOL(nC0f(H1@P*FyuJ~Tv;1AwLohewri=z7S!++*je#YwfNMXWjn>rqg9_U-YVz1ViPJBi4X@zeY~MIhD)7r_X^lMiLEhOX zsc|zI@l|0<(8F7eApaG7SWLjZ-c~r{#*Y%0xG&^mIxgQdvin=dA4_{YXfyjFUY+O@ zj7YZ(AMrZfWqY%tYB`xV=TPFt0G zu~laJS^H->_-(Wn8gHgP>CMq0)nFr0^~ocCGP+>&UE9I>@V!y6@~p=sTR&qutK5=W zO{sw_XH>L}Rtzd&VllnJzo+p>DsN(xJ=YQYcivzOUXKx9*u&vGKUH#xnEKG!=)2|I ze_;VO8Ppr}l^v;=8W}h5@t%+BPTw5eB@`{bq3#HNN<~Szc{F&bG%CiEZD~l=r-`c$= zo%rh8&FnWuV4or*OwJ=D{0D5JUIa#V3q^eGG$XHlAP+5P*}U~8jh3C*hQU=Fzh|#j z#pi7G(`1F&a(a5NEHBFW#-p-AzZB2wadPscVPW%F-Xb;SD6w8Xob!mfi9|c{9sCN^ z$rbW-J94{W+8^k~6)(dYd4rYhu&<7*hG^ko z)+A!$eW4yy$6L5ex*>%{T#t21`S?ZblNA$uk_r`$LOJ{zHt(eCDiQ1F)SK^wmF%#R zO1S-|vWjckN{-?+V#->mfy_GZ&E-&lN3RCT?k49aw;2UJfhKeMd)wg{&#jbVRykHP zG=1D9^fzsvNkip6etdFGto5v2*PbSL*y+Xgc#zw)3$H&_!FV*o$#gsT=|U1$#_ZWa|Kb-*?{DsXWH3jpxofudzyk&cJ=I+Z)6+&9Fq=|3P? zZxdL#`{WRia|D^=c1_g|?<#DZFl{S+3L~>&yup{jbpJN1INjw+u+kK4JQ;(p=%Ja* z*#$!7H^4hwG1lKl;%x*$qtTw$lEn}lL2*4V0U{L8L+k)ZBDv-)kWN~gZQ@G&J4pD$ zKm3s!FSlBJ4Ux=bFdk|Kc}3GmZ;)=ig7=k3M9Aj#3%5KVp_E86^|+(9&-eH%FR?XB zJC@Mkb@4?^s-OJMNxFN}iIwJ}Ywr%twhSo3Fe*sX!Vh9m#!^tI$M7ePeNA+H*;s4A zEd1W+)G<3hZCLo_G&~avt!_bNN}^n}?uLXEwyGl*0Yf2o^hVISuV z2IEVUsC3YX_LUcVV)$}pSb6D9I75`8t-Q)R?T6b~&WPJ2VfOKv`JayzTU6^3&6_&& zH|-Sr;?=G^0^DZSjjt#3I+U0{nl8$v-1%lP{l#21O*5W-XhQgvXp~OH^D{eg^`j^l z^Z0nb?Y{gT_JWJe=TBnf-qLcln9hg@Tue#n32@x>N;0c{68HEpBE#KbnLH_BXwp@R zmgYoJ{BG(Q2z^YTsw-E%yU%Rg3pr2DJl9H5ZXUQ?Jupk&q`Zg;a5G0_+*r|`S?DKG zGs5VvFHB7GJ5x!>hPJJ=cT^!I+D^Ydfj?C6TQNgAnwL=bBifEp!4kM}@pa!O3k$eD z`B+!MUT<>2e>m$_aTZ&xSW)uY&F|^qs<1f?4T(m*p-QTxW~D^_Mz;KV`45+mz02lJ z#W7drde<)A9eK9rQjw_$gX*e->usU_8)ltE|C`7%aTh_HMJCC6zl$9ytj1D`n+fJWSLdQL5{7`Lr5i;nt12yOyo#W{V>#%a}21D5?R5~*S-J@>4WR~l@RE_C5z1y@#~hwz`{>c-LA$-HpNpF4=p zNP%#2e7J2zaaN^1ZtNT93$<9+$%G$;k9O<@%Aziq?lbL-WVOg3!ckf7dp23ru>E}t z)Y^pVw2x9@7QES~p2yQ2#uGg$AL=}KsJ-D)N2seRN#&cFKb0>3Zm8;gil~ZhMaRc< zvTdHDZQ-LrE~?8y9d>^|jLgoFEPu}it4X$PO~lRah;50c$<4OK^AVGY-IjAoC5OB> zde=-5nL&1CA;E}5@<~55M_ZK~axZPGJ(DvZ#S7=lO&me@?x-tedOjbKN&y=f_m>H6S9wc`JnY z@ir3YcHir>wXFwT>`rn=s7LoR)ToSV)ZHQnkg7jN#c$lyT2Cu%OrQF%O^Y;}+{Gw7 z2tJdKaH#zz+jLV`MN+n4JmE5UxcQI!=BvBtyrqv?X{*$Rq1Y5mv%N)EJh)~|W+#px zKHO+U+_qSnRB1OZG_D*e_Yd1}{KQz++0?K*Vy{q*tUIZ8b^T!5V0d==d=dLPi>XSp zT&}k3vi07T0OEuIt^+(pZWEGTj676SlUrq;aNbc?g?Z)PNor%-hlwyJQU2-K?P~d! zZv=?yM-o?u+$<&oux%aB%WhncHi&0NnKl=Y)c0OrAr&F-8+tw2wy>uPe>3lXG7(1G zo1t#0bILY*dECulB6U4!@xIC3O)ZI0{Hj4S&%vVcj?yDY+;)9=C4&EBPvDPLdhRgHW?(f`+YRqAukIn8eEHL8q6IRdq4st zL%k{Ki0q?6r;4V&Dq=)8t^x|<`#XWxHwSj`k%q((YPCf2+7&5*=S}mBf{LRB7eLV3 zLjugW{kR0@m!_%O5W)~IjBRm&3zs14j(@Bng_bT(;+I`C&sUMe^?wE1y4IM4E#M^|+_d}^|pHP}JS{pasKi zP5?%ij%i6E&62p#m^Mty?M292&Dp5}kH=0g9d5S3FE7ci_ zAl?Z1&8C5bSu4Pg>x|QpXx2g%^Y~bMZlout$rYY$SI>et3AmoMJ`t|4Yo58szov)w z-a-SDvNcwE59F{~zDsh21fr62rseLxgqV~^dv4ndXzuec{AN=z=*;iAgA~*|_B<9> zCq`{n`}2Braz5!?Hemz}=9R8JFJC)(UKscfwzR)Ydy=D9zRBp5>mNprVR&cl14mY3 zC4kCEsmZ+oVQi>alaRyZ*cI>l9PO`z;|9XFkQ^&OH{>~(c7@{80%(@tODY0y0JfHc z62xKTpH5_(k7U|SXC(>yeNr==4?3g6vG@8a=cT#Y!`S`w#Hf7;&A9AxocdUX{rwwA=Cv7>7?Ml@!%~=!n`v-a1X+FeCuIG? zw@=Hh-`s&A$mRx9R00Tr&`X?-#|;JnokAB2K0*AgOu6G*NMr+n5dz-kG~nAH#0-QB zwlyYy?T^1^?SJ`3&`sU{$na~*-Ie~tU{HrmmCsk$aI^hgop5WW0T*aJJZwB&K>V>e zI>1O;L-}71ZgzuvWjq82WIpBY0z}J13h2K&v9d51`8ADpKY%HM&SKzm34ND1pKb-!O5&W|<|0X$5< ze*3L77f4!NJOaH8&&b5%GN2eiV+S1oLl<7uFfnD``iIsZARsPCuLV$u>Hu^r07n~^ zP{G+Bb!$2P@uEE`=p?5VY}cEs6NpB#hVwdU{eCAd@-j2zCh$u_dhZkxe?VFQ@L6r8 zgfGEja$YOj-2cy!cf9}sv&}nf`uji=w+n2lKk8Qc)*1T^hhQRSx*BS44>mjka)$9ZU9o_$3IuNu+dLo~M!kA_k#BEq zWbqWR%YY;m9H_)zUTTAZM1t|)zfKrqw+}D9X8^atr*?%@L z-l}r`{iSp8kHSy-U?1Y;Krw=*+r^7j$!6WwXTJ_%P8&iT#Nzyef+VmB;G2Lt-?et1 z-^J}^{&h{j@+@K9&AsH*YQ6)GAXq~{_D8cEQ)`p<_ly5H-dBG-+5M6k5?25OV4lK1 znyPN?B=8CsOo)m+;D`@aF4v!LL+0WKItp8fzMH?=JI_7{rijIA0XmMs#2-N6)4<)F zF}TI=HpJ!DQ0~AKpgRJwJ_vtOj%S}Bp&RtsUvU1PyX{X-z-);`UQjV8bvo34Wid1L ze>m1c9dSUiGuKl*nbVC3-RvLE=nv}7MF7(748hd}06x(69Qc1Yd5&kx(fg2w8Bg(> z>#IQk)Bcx}hYM;TuS~}t0lbq8;Xm3^|FM~msrLXnJPlA1K#m+B%=QGGK9g+lqqp2a zJOtxsv(k$V@sJRlD6r(ZW)&}RAku(?2IXX@T~^18h2I5M8ymV(v3z$INE^+Z@HoQW8o~db`p3!jEQGfOmpY&=1WYfWL{9;yrK*a*DBzaK zeF+B{H6Z`W6o~@hDg;SM$%Wes@{c33rI7+!2_W``7WCOc`sD`L58qA4Kf3k$DhPCp z43tAF{e#}V^$Z9IC{(dj|Hq?lPfI?`Cx_iogJd`0k;%kjJi&HWanm#xx@B&cUO;@G zOl@aR4`^V&1zvUiC;ur*>U~e)PAtWTYS-tHaO(A7%aejVi zfEat9l=KjwLM9_YH`~8%Hn1&Dh`-i3SPT`aDgv|&h+lyE%=8WI1z1s~BiQcF+8{g6CeR-)Bfl46V|Nhp$xIJM6f!sd{H~^v^fOCz9 z^NxfRQ8jxwVw0v3L&;XRH_SX!$pWX(T{9~n(xV^5gF4_Q-9H?i5`o~a# z@*#WzY4&X(3p*TS6Y%idjLwWVj7Zm8xmGCT7m}^3e*J39r%~`t#rQ|-#)!U=6flXi*rRt>E@c5qUJA)M4ambg@`>>YM#NHj#yVm4rMy`CiXX zKl@>CuYrNXK)($CKoi}$3&(xupMUiCZvG4~747Z(r+aP4 zZQvFPX;v6c&B2Vi{Tl)@Dbf;UHMIu-e+p-6$n)=yB)a2u1J^q+5C8zzueA<=BlQJ{ z&bIrvUX3LKB@Y!3tOx`0eb*<(LaKL%z5i{D;DMp=39NRM0127>cmdi4SHG=3-nM^LlA?8C>gytiNc>qIpZp@8-iv9VekgQq2DfcCC!XlRHCBZ7|S z)^9k7z-*oYFWU-auUbJ+>=I5&{reUA`M0Wod1bc|H_3S;_qCP{=*D@;!cu$mTmb3T zue?YgqXk80Yz>bqJ7~sNPkyuJfB&M{0~%bn8cKkF0M7)f%X=U^Yx&(m0TmX@vx8+z z0D4=|PStk;B6s;)#;#GONdUcJ2^uFGSD7-*JdJOE<*$1L3kzyv6Ex*|w1Ecm?=PyR zF-8KfHa3iFY*r;ojsQ9Gu&D_?jmOQE!&e=>z#bcbh_>9FX&{@101-ikpxH8m=-20Y za$CU5!JE#2Ul5UAkCz+Z5{vew1q9*LX+UlPL@%hRk2#tW4A%n5lMK;M-i3zxM@26j7XN~GXVk3Ru#KcVVlWp#^2o0$#;73~7cI)ZiP=#*XKB=!$C`y!- zl;92z5BvDKLF|u9>klu&sMGM+X=x(^_UTPep#N424LODk>-f;yP!YyV$Eegdy8EE- z>&;;}b~Iab;smSLNbxBv|-#1ccS<#L8 zWjG1j#io8|FvfzQjoV2_6i3Opb3^j`iaRxFT*qI`XyARAaNn*RZ3W#1qvxYTG$d@O zd5$eXf$};nL74eDvl2R}4g4`E1sO4-89Gon%MKuGLRNTAQYn<7V`2sr*c2-YOE5KE zX(9RJzAC?A^PcFFV%w_rtHwz9oh_I!`Xah28|YF*DXmOio%?QFn23>{z)7M{^p1S&S$W zl`5*8j|?NPbaUu6@_yU_1F24sn_by#VBx?8V7KXuEYEe0Y_(;{e~hrK&o2@f0a_E6 z^~rLX#V@M{U$=8zY?b#_G@3aLN9r~(vMSnAJ90H_HDmWrqE!CFqV27rltfn)c(k2_ zMOKOKH`36=Ec43VxdTrm%+DiNJ&jBV2%dSBR8+q7SD+xuiabHvY@&o0Gu|FqBqtRr z9Wg1-IjsyWKCT=Y*hpgCsf{%tQ5ozp0y?g4^gThGqC-^*S0r@OO&>>qj`-^u=cA2# z^yNzR$%UloRSvr|u=@7$Mj*y)f* zXzMM*(0EoLrpT@kp5G8=mYK3EAGMW1_*}P#N9BD+rv7&3DZ2YBGBOdgS7r8a|k4{V4 zn09?i-UR#vmVitoz?ZYuKKi+6-gIXbOT2oWJwu{911GDtw28^tIn$AAOjR96va?-N z3-Yf!wCai1kc~#)p?)?^{Eyb`B-kHxuetb18c^EDUOdf>&T~zEZCr;&cv5T{i40FY zg!~?*tbIV6?Dak`8fwN^!LvB3c8nuFL)AtGwxI25ax)?dGn*;MVzcs=(uBqclk6^r&)`T_Ru6#%XeGK4`-%bAm>tzP z`=Vj*nY8x?T@EkWur$}EZ0^~Tlxe!I#S_%v2%+}LGq)xx#_I@9jMdTHm+?jdG_i(R z>Zs-I^d%XWIrwYiJY7qm_r0%&n2dLDf(9jNsWq}%-!Ih6_;}bLRa5xU;$q=DwF=_f z9+`V?@QG*h${_2^kbO7Yn5tTBtb(y0>lNDF&(-Z>D2_|4%@@vIe+~XDUO7$SciKDE^x9qMgY@cbWhDmv~N6ZUtCTC8+v#hplZHw6Xs`Nt}%+Cm%79@t)7`B7f;JByyWU>(eEK0)IVWipo)+&IC650omnUmTOVXSu|5dYm zM3J1o#?qi!qO&|>166HBMMYjx1Ycj8^KTBdXxiH&sWb zv)=xGf4~!Bzx`dKQCDM9XKvIgrvH6pV(VgsRSegOtargwWlOsP=S*vK))3k!vD@BZ>cr z`Q^k!X61Y4BC@IM!8z#!MOA`Qk7Q2j;_(f7R~(^ox2Di)S;qZl1!K)*tZ=2O&XEZX z*P@J8Hz%B^6ZePP4&@{E_R4_;S%i(OO2$ z$sO5~_*1-|#5T@CgHikKz zoVv-3yJ0&pxXEltP8ef3HnK-ST4S9&o@EN{*$zJY^5qL(qt2j`k>-gQJdX_2icAdc zpec2n9xb`+!2q#Y+Gh2P^K(~_2r=nm#8`AJl{U{B0vK>#04vrP5HwqOdYF5&blxj@ ziA^GkTP&MgFhcIK^}T9FayvWH7P-`>`P|@MOaHfo* z3@ksRvil#n&FAt+mY#KtK5!i#%QzV14#AAAKr-y|>12iT!C-u=cOWLui3C?vRAfKo z-$0Z~rroqH?_a~A9K&^gpU4z1T2yzw^lR&GmyREBS=D+29Gqkd)JR{~T}#|(E)UE& z%nhn6y2$iQ7%2npi2vRzP3V0hjFDhVTTI@E*%q~;Os zvlb>*caUu3yNUEx7bmuKlH#Hy?sbB>|6=GWE;eK@hJFI*eSIw&&-4qoGy1=)sV^Ly z(&2+%N6@}{M(mJl!|pJX-D;q(A14{s-lWp>td42cmEIMkA(79-kjzK@*S|;Ro{wgQ zZ6EJUPxgxCB!~3`?iA3~IwH-vNQayqJ&BiSB?&#>soN!Zw4U+p;-J0txdqK&0Q~s` zv({dynz-(rHlJ%0_X!0gurtXo&X ifBolwJQ}>|k}%V)ky1I$HSG@gPgp>Lzlc}M`~LxU0(rCm literal 0 HcmV?d00001 From 9d352c32345ec0d48576a746c95aca39087c7074 Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Sun, 7 Jul 2024 14:06:31 +0300 Subject: [PATCH 2/6] fix lakefs endpoint --- 00_notebooks/data-collaboration.ipynb | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/00_notebooks/data-collaboration.ipynb b/00_notebooks/data-collaboration.ipynb index 84ca0fae5..32ef5c966 100644 --- a/00_notebooks/data-collaboration.ipynb +++ b/00_notebooks/data-collaboration.ipynb @@ -69,7 +69,7 @@ }, "outputs": [], "source": [ - "lakefsEndPoint = 'lakefs:8000' # e.g. 'https://username.aws_region_name.lakefscloud.io'\n", + "lakefsEndPoint = 'http://lakefs:8000' # e.g. 'https://username.aws_region_name.lakefscloud.io'\n", "lakefsAccessKey = 'AKIAIOSFOLKFSSAMPLES'\n", "lakefsSecretKey = 'wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY'" ] @@ -1220,4 +1220,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} +} \ No newline at end of file From e38e5468088deb74ff87bacfc5aaaceb60cd0883 Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Thu, 18 Jul 2024 13:10:03 +0300 Subject: [PATCH 3/6] use the ds client to create a ds branch --- 00_notebooks/data-collaboration.ipynb | 34 ++++++++++++++++++++++++++- 1 file changed, 33 insertions(+), 1 deletion(-) diff --git a/00_notebooks/data-collaboration.ipynb b/00_notebooks/data-collaboration.ipynb index 32ef5c966..590e755a8 100644 --- a/00_notebooks/data-collaboration.ipynb +++ b/00_notebooks/data-collaboration.ipynb @@ -65,6 +65,9 @@ "execution_count": null, "id": "dfa46799-5f86-4104-9447-d91328edbff4", "metadata": { + "jupyter": { + "is_executing": true + }, "tags": [] }, "outputs": [], @@ -88,6 +91,10 @@ "execution_count": null, "id": "25b151c2-743d-43e1-9f2f-25482967c207", "metadata": { + "ExecuteTime": { + "end_time": "2024-07-18T09:12:22.776622Z", + "start_time": "2024-07-18T09:12:22.773707Z" + }, "tags": [] }, "outputs": [], @@ -118,6 +125,10 @@ "execution_count": null, "id": "c6e3c546-98b9-4e4e-a9c0-c6737758ce20", "metadata": { + "ExecuteTime": { + "end_time": "2024-07-18T09:12:26.563136Z", + "start_time": "2024-07-18T09:12:26.560484Z" + }, "tags": [] }, "outputs": [], @@ -138,6 +149,10 @@ "execution_count": null, "id": "3b839850-5954-4631-8e7e-d0dee6d17dde", "metadata": { + "ExecuteTime": { + "end_time": "2024-07-18T09:12:32.642974Z", + "start_time": "2024-07-18T09:12:32.639794Z" + }, "tags": [] }, "outputs": [], @@ -159,6 +174,10 @@ "execution_count": null, "id": "63c6251a-9545-4292-8663-4785edd29b4b", "metadata": { + "ExecuteTime": { + "end_time": "2024-07-18T09:15:08.989887Z", + "start_time": "2024-07-18T09:15:08.983479Z" + }, "tags": [] }, "outputs": [], @@ -1121,6 +1140,19 @@ "tags": [] }, "outputs": [], + "source": [ + "branchDSBranch = lakefs.Repository(repo_name, client=data_scientist1LakeFSClient).branch('ds_branch').create(source_reference=mainBranch)\n", + "print(\"ds_branch ref:\", branchDSBranch.get_commit().id)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "32cb7428-f502-46a0-97a1-56753440578a", + "metadata": { + "tags": [] + }, + "outputs": [], "source": [ "branchDSBranch = repo.branch('ds_branch').create(source_reference=mainBranch)\n", "print(\"ds_branch ref:\", branchDSBranch.get_commit().id)" @@ -1220,4 +1252,4 @@ }, "nbformat": 4, "nbformat_minor": 5 -} \ No newline at end of file +} From 392a50e39afdd8e7b5cc064deb328f74065f6ec0 Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Thu, 18 Jul 2024 13:15:12 +0300 Subject: [PATCH 4/6] use the ds client to create a ds branch --- 00_notebooks/data-collaboration.ipynb | 13 ------------- 1 file changed, 13 deletions(-) diff --git a/00_notebooks/data-collaboration.ipynb b/00_notebooks/data-collaboration.ipynb index 590e755a8..594cf8ac7 100644 --- a/00_notebooks/data-collaboration.ipynb +++ b/00_notebooks/data-collaboration.ipynb @@ -1145,19 +1145,6 @@ "print(\"ds_branch ref:\", branchDSBranch.get_commit().id)" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "32cb7428-f502-46a0-97a1-56753440578a", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "branchDSBranch = repo.branch('ds_branch').create(source_reference=mainBranch)\n", - "print(\"ds_branch ref:\", branchDSBranch.get_commit().id)" - ] - }, { "cell_type": "markdown", "id": "6e461465-693a-4d05-94cd-2608c75ff675", From 76ff822a9df3f0ce78447fedfbf7e0eb1c3a3722 Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Thu, 18 Jul 2024 13:29:04 +0300 Subject: [PATCH 5/6] clear execution metadata --- 00_notebooks/data-collaboration.ipynb | 19 ------------------- 1 file changed, 19 deletions(-) diff --git a/00_notebooks/data-collaboration.ipynb b/00_notebooks/data-collaboration.ipynb index 594cf8ac7..2a277ba8b 100644 --- a/00_notebooks/data-collaboration.ipynb +++ b/00_notebooks/data-collaboration.ipynb @@ -65,9 +65,6 @@ "execution_count": null, "id": "dfa46799-5f86-4104-9447-d91328edbff4", "metadata": { - "jupyter": { - "is_executing": true - }, "tags": [] }, "outputs": [], @@ -91,10 +88,6 @@ "execution_count": null, "id": "25b151c2-743d-43e1-9f2f-25482967c207", "metadata": { - "ExecuteTime": { - "end_time": "2024-07-18T09:12:22.776622Z", - "start_time": "2024-07-18T09:12:22.773707Z" - }, "tags": [] }, "outputs": [], @@ -125,10 +118,6 @@ "execution_count": null, "id": "c6e3c546-98b9-4e4e-a9c0-c6737758ce20", "metadata": { - "ExecuteTime": { - "end_time": "2024-07-18T09:12:26.563136Z", - "start_time": "2024-07-18T09:12:26.560484Z" - }, "tags": [] }, "outputs": [], @@ -149,10 +138,6 @@ "execution_count": null, "id": "3b839850-5954-4631-8e7e-d0dee6d17dde", "metadata": { - "ExecuteTime": { - "end_time": "2024-07-18T09:12:32.642974Z", - "start_time": "2024-07-18T09:12:32.639794Z" - }, "tags": [] }, "outputs": [], @@ -174,10 +159,6 @@ "execution_count": null, "id": "63c6251a-9545-4292-8663-4785edd29b4b", "metadata": { - "ExecuteTime": { - "end_time": "2024-07-18T09:15:08.989887Z", - "start_time": "2024-07-18T09:15:08.983479Z" - }, "tags": [] }, "outputs": [], From 8d601a280c2df06ea730b867cfbe106406736e2a Mon Sep 17 00:00:00 2001 From: Tal Sofer Date: Thu, 18 Jul 2024 13:33:09 +0300 Subject: [PATCH 6/6] add notebook to index and to notebooks to exclude --- .github/workflows/notebooks_to_exclude.txt | 1 + 00_notebooks/00_index.ipynb | 1 + 2 files changed, 2 insertions(+) diff --git a/.github/workflows/notebooks_to_exclude.txt b/.github/workflows/notebooks_to_exclude.txt index 9e94a0f5a..6e8d03dde 100644 --- a/.github/workflows/notebooks_to_exclude.txt +++ b/.github/workflows/notebooks_to_exclude.txt @@ -12,6 +12,7 @@ # This only works against lakeFS cloud ./rbac-demo.ipynb +./data-collaboration.ipynb # These notebooks include a deliberate failure as part of # the data Audit step, and so will always throw an error (by design) diff --git a/00_notebooks/00_index.ipynb b/00_notebooks/00_index.ipynb index d3cad420a..5c1371398 100644 --- a/00_notebooks/00_index.ipynb +++ b/00_notebooks/00_index.ipynb @@ -41,6 +41,7 @@ "* [**RBAC demo**](./rbac-demo.ipynb) (Requires [lakefS Cloud](https://lakefs.cloud/register) or [lakefS Enterprise](https://docs.lakefs.io/understand/enterprise/) on prem)\n", "* [**Version Control of multi-buckets pipelines**](./version-control-of-multi-buckets-pipelines.ipynb) \n", "* [**Reprocess and Backfill Data with new ETL logic**](./reprocess-backfill-data.ipynb) \n", + "* [**Data Collaboration**](./data-collaboration.ipynb)\n", "* **lakeFS and Apache Iceberg**\n", " * [Basic example](./iceberg-lakefs-basic.ipynb)\n", " * [NYC Film Permits example](./iceberg-lakefs-nyc.ipynb)\n",