From 5f39b65d955b059a8237e9a3642e63a838884145 Mon Sep 17 00:00:00 2001 From: JDGologic Date: Tue, 22 Apr 2025 09:15:48 -0400 Subject: [PATCH 1/9] Potential fix for code scanning alert no. 2: Request without certificate validation Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com> --- src/extractor/gitlab_exporter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index e373bcb..41f0862 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters, verify=False) + r = session.get(url, params=parameters) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From 3e0c774728d1c07ccc05d282c6c623a636f5e732 Mon Sep 17 00:00:00 2001 From: Julien D Date: Tue, 22 Apr 2025 16:21:47 -0400 Subject: [PATCH 2/9] correct files --- .gitignore | 9 + _submodules/splunk | 2 +- notebooks/debug_copilot_usage.ipynb | 8433 ++++++++++++++++++++++++++- requirements/dev_requirements.txt | 4 +- src/extractor/gitlab_exporter.py | 2 +- 5 files changed, 8404 insertions(+), 46 deletions(-) diff --git a/.gitignore b/.gitignore index 14a5998..54b79d4 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,7 @@ __pycache__/ *.pyc .venv .env +env/ *.py[cod] *$py.class my_config.local.cfg @@ -11,3 +12,11 @@ config.copilot.cfg _df_average_active_users.csv _df_daily_active_users.csv _df_seats.csv +notebooks/.ipynb_checkpoints/* +notebooks/copilot_metrics_active_users.csv +notebooks/copilot_metrics_average_active_users.csv +notebooks/copilot_metrics_billing_global.csv +notebooks/copilot_metrics_chat_global.csv +notebooks/copilot_metrics_chat_team.csv +notebooks/copilot_metrics_completion_global.csv +notebooks/copilot_metrics_completion_team.csv \ No newline at end of file diff --git a/_submodules/splunk b/_submodules/splunk index b1b7aae..d0a81ab 160000 --- a/_submodules/splunk +++ b/_submodules/splunk @@ -1 +1 @@ -Subproject commit b1b7aae37bc73ea6e89c4a4667c4d8d227804546 +Subproject commit d0a81ab00175e6b5518afb3c206d36e86204da53 diff --git a/notebooks/debug_copilot_usage.ipynb b/notebooks/debug_copilot_usage.ipynb index 2230315..4ba848c 100644 --- a/notebooks/debug_copilot_usage.ipynb +++ b/notebooks/debug_copilot_usage.ipynb @@ -2,6 +2,7 @@ "cells": [ { "cell_type": "markdown", + "id": "249e407f", "metadata": {}, "source": [ "# Debug Notebook for GitHub Copilot Usage\n", @@ -11,7 +12,8 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, + "id": "15b449da", "metadata": { "tags": [] }, @@ -40,6 +42,7 @@ }, { "cell_type": "markdown", + "id": "2bd4b3f7", "metadata": {}, "source": [ "## Prepare a Configuration Dictionary\n", @@ -49,6 +52,7 @@ { "cell_type": "code", "execution_count": null, + "id": "6ba39242", "metadata": { "tags": [] }, @@ -88,6 +92,7 @@ }, { "cell_type": "markdown", + "id": "b374485a", "metadata": {}, "source": [ "## Call the Copilot Usage Endpoint\n", @@ -98,10 +103,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "4a3b7ec2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Teams found:\n", + "- Équipe développement 1 (slug: equipe-developpement-1)\n", + "- Équipe GitHub (slug: equipe-github)\n", + "- go-squad (slug: go-squad)\n" + ] + } + ], "source": [ "# Cell 2 - Code\n", "# First get the teams\n", @@ -113,10 +130,2604 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "789dd3ac", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-04-22 13:36:37,961 - src.extractor.github_copilot_exporter - WARNING - No Copilot metrics found for team go-squad\n" + ] + }, + { + "data": { + "text/plain": [ + "{'equipe-developpement-1': [{'date': '2025-03-26',\n", + " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", + " 'models': [{'name': 'default',\n", + " 'total_chats': 63,\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1,\n", + " 'total_chat_copy_events': 4,\n", + " 'total_chat_insertion_events': 0}],\n", + " 'total_engaged_users': 1},\n", + " {'name': 'JetBrains',\n", + " 'models': [{'name': 'default',\n", + " 'total_chats': 20,\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1,\n", + " 'total_chat_copy_events': 1,\n", + " 'total_chat_insertion_events': 6}],\n", + " 'total_engaged_users': 1}],\n", + " 'total_engaged_users': 1},\n", + " 'total_active_users': 4,\n", + " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", + " 'total_engaged_users': 3,\n", + " 'copilot_dotcom_pull_requests': 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'total_engaged_users': 1,\n", + " 'total_code_acceptances': 1,\n", + " 'total_code_suggestions': 3,\n", + " 'total_code_lines_accepted': 1,\n", + " 'total_code_lines_suggested': 3},\n", + " {'name': 'javascript',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 2,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 3},\n", + " {'name': 'bat',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 1,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 1}],\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1}],\n", + " 'total_engaged_users': 1}],\n", + " 'languages': [{'name': 'yaml', 'total_engaged_users': 1},\n", + " {'name': 'ignore', 'total_engaged_users': 1},\n", + " {'name': 'bat', 'total_engaged_users': 0},\n", + " {'name': 'javascript', 'total_engaged_users': 0}],\n", + " 'total_engaged_users': 1}}]}" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "# Cell 3 - Code\n", "# Get metrics for each team\n", @@ -126,10 +2737,216 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "467cf933", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
0equipe-developpement-12025-03-26vscodedefault16304
1equipe-developpement-12025-03-26JetBrainsdefault12061
2equipe-developpement-12025-03-27JetBrainsdefault1331
3equipe-developpement-12025-03-27vscodedefault22801
4equipe-developpement-12025-03-28vscodedefault1200
...........................
60equipe-github2025-04-16JetBrainsdefault1611
61equipe-github2025-04-17vscodedefault26309
62equipe-github2025-04-17JetBrainsdefault1100
63equipe-github2025-04-18vscodedefault1200
64equipe-github2025-04-21vscodedefault268013
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'total_engaged_users': 3}],\n", + " 'total_engaged_users': 3},\n", + " 'total_active_users': 3,\n", + " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", + " 'total_engaged_users': 3,\n", + " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", + " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", + " 'models': [{'name': 'default',\n", + " 'languages': [{'name': 'yaml',\n", + " 'total_engaged_users': 1,\n", + " 'total_code_acceptances': 11,\n", + " 'total_code_suggestions': 31,\n", + " 'total_code_lines_accepted': 15,\n", + " 'total_code_lines_suggested': 79},\n", + " {'name': 'ignore',\n", + " 'total_engaged_users': 1,\n", + " 'total_code_acceptances': 1,\n", + " 'total_code_suggestions': 3,\n", + " 'total_code_lines_accepted': 1,\n", + " 'total_code_lines_suggested': 3},\n", + " {'name': 'bat',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 1,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 1},\n", + " {'name': 'javascript',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 2,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 3}],\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1}],\n", + " 'total_engaged_users': 1}],\n", + " 'languages': [{'name': 'yaml', 'total_engaged_users': 1},\n", + " {'name': 'ignore', 'total_engaged_users': 1},\n", + " {'name': 'bat', 'total_engaged_users': 0},\n", + " {'name': 'javascript', 'total_engaged_users': 0}],\n", + " 'total_engaged_users': 1}}]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "global_metrics = copilot_exporter.extract_metrics_global()\n", "global_metrics" @@ -159,10 +5462,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "id": "c74dac05", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'billing_information': {'seat_breakdown': {'pending_invitation': 0,\n", + " 'pending_cancellation': 0,\n", + " 'added_this_cycle': 1,\n", + " 'total': 19,\n", + " 'active_this_cycle': 17,\n", + " 'inactive_this_cycle': 2},\n", + " 'seat_management_setting': 'assign_selected',\n", + " 'plan_type': 'enterprise',\n", + " 'public_code_suggestions': 'allow',\n", + " 'ide_chat': 'enabled',\n", + " 'cli': 'enabled',\n", + " 'platform_chat': 'enabled'}}" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "billing_global = copilot_exporter.extract_billing()\n", "billing_global" @@ -170,15 +5495,479 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "id": "a49d9a4b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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dateeditor_namemodel_nametotal_engaged_userstotal_chats
02025-03-26vscodedefault492
12025-03-26JetBrainsdefault444
22025-03-27vscodedefault684
32025-03-27JetBrainsdefault325
42025-03-28vscodedefault313
52025-03-28JetBrainsdefault11
62025-03-29vscodedefault118
72025-03-30vscodedefault14
82025-03-31JetBrainsdefault519
92025-03-31vscodedefault330
102025-04-01JetBrainsdefault37
112025-04-01vscodedefault388
122025-04-02JetBrainsdefault47
132025-04-02vscodedefault491
142025-04-03vscodedefault6224
152025-04-03JetBrainsdefault25
162025-04-04JetBrainsdefault211
172025-04-04vscodedefault5119
182025-04-05vscodedefault14
192025-04-06vscodedefault12
202025-04-07JetBrainsdefault318
212025-04-07vscodedefault4116
222025-04-08vscodedefault6190
232025-04-08JetBrainsdefault215
242025-04-09vscodedefault8240
252025-04-09JetBrainsdefault333
262025-04-10vscodedefault6116
272025-04-10JetBrainsdefault315
282025-04-11vscodedefault8174
292025-04-11JetBrainsdefault216
302025-04-12vscodedefault13
312025-04-13JetBrainsdefault24
322025-04-13vscodedefault128
332025-04-14vscodedefault9160
342025-04-14JetBrainsdefault110
352025-04-15vscodedefault8312
362025-04-15JetBrainsdefault435
372025-04-16vscodedefault8177
382025-04-16JetBrainsdefault320
392025-04-17vscodedefault571
402025-04-17JetBrainsdefault22
412025-04-18vscodedefault328
422025-04-18JetBrainsdefault221
432025-04-19vscodedefault120
442025-04-19JetBrainsdefault11
452025-04-20vscodedefault18
462025-04-21vscodedefault376
\n", + "
" + ], + "text/plain": [ + " date editor_name model_name total_engaged_users total_chats\n", + "0 2025-03-26 vscode default 4 92\n", + "1 2025-03-26 JetBrains default 4 44\n", + "2 2025-03-27 vscode default 6 84\n", + "3 2025-03-27 JetBrains default 3 25\n", + "4 2025-03-28 vscode default 3 13\n", + "5 2025-03-28 JetBrains default 1 1\n", + "6 2025-03-29 vscode default 1 18\n", + "7 2025-03-30 vscode default 1 4\n", + "8 2025-03-31 JetBrains default 5 19\n", + "9 2025-03-31 vscode default 3 30\n", + "10 2025-04-01 JetBrains default 3 7\n", + "11 2025-04-01 vscode default 3 88\n", + "12 2025-04-02 JetBrains default 4 7\n", + "13 2025-04-02 vscode default 4 91\n", + "14 2025-04-03 vscode default 6 224\n", + "15 2025-04-03 JetBrains default 2 5\n", + "16 2025-04-04 JetBrains default 2 11\n", + "17 2025-04-04 vscode default 5 119\n", + "18 2025-04-05 vscode default 1 4\n", + "19 2025-04-06 vscode default 1 2\n", + "20 2025-04-07 JetBrains default 3 18\n", + "21 2025-04-07 vscode default 4 116\n", + "22 2025-04-08 vscode default 6 190\n", + "23 2025-04-08 JetBrains default 2 15\n", + "24 2025-04-09 vscode default 8 240\n", + "25 2025-04-09 JetBrains default 3 33\n", + "26 2025-04-10 vscode default 6 116\n", + "27 2025-04-10 JetBrains default 3 15\n", + "28 2025-04-11 vscode default 8 174\n", + "29 2025-04-11 JetBrains default 2 16\n", + "30 2025-04-12 vscode default 1 3\n", + "31 2025-04-13 JetBrains default 2 4\n", + "32 2025-04-13 vscode default 1 28\n", + "33 2025-04-14 vscode default 9 160\n", + "34 2025-04-14 JetBrains default 1 10\n", + "35 2025-04-15 vscode default 8 312\n", + "36 2025-04-15 JetBrains default 4 35\n", + "37 2025-04-16 vscode default 8 177\n", + "38 2025-04-16 JetBrains default 3 20\n", + "39 2025-04-17 vscode default 5 71\n", + "40 2025-04-17 JetBrains default 2 2\n", + "41 2025-04-18 vscode default 3 28\n", + "42 2025-04-18 JetBrains default 2 21\n", + "43 2025-04-19 vscode default 1 20\n", + "44 2025-04-19 JetBrains default 1 1\n", + "45 2025-04-20 vscode default 1 8\n", + "46 2025-04-21 vscode default 3 76" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Create a DataFrame from the global metrics data and normalize nested JSON\n", "import pandas as pd\n", "import json\n", - "from pandas.io.json import json_normalize\n", + "from pandas import json_normalize\n", "\n", "# First flatten the nested copilot_ide_chat structure\n", "flattened_metrics = []\n", @@ -219,10 +6008,239 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "id": "7969151f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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datetotal_active_userstotal_engaged_users
02025-03-261211
12025-03-271110
22025-03-2864
32025-03-2911
42025-03-3011
52025-03-3199
62025-04-0187
72025-04-02109
82025-04-031110
92025-04-0488
102025-04-0522
112025-04-0611
122025-04-0777
132025-04-081111
142025-04-091212
152025-04-101010
162025-04-111311
172025-04-1211
182025-04-1333
192025-04-141212
202025-04-151412
212025-04-161212
222025-04-1799
232025-04-1844
242025-04-1933
252025-04-2011
262025-04-2133
\n", + "
" + ], + "text/plain": [ + " date total_active_users total_engaged_users\n", + "0 2025-03-26 12 11\n", + "1 2025-03-27 11 10\n", + "2 2025-03-28 6 4\n", + "3 2025-03-29 1 1\n", + "4 2025-03-30 1 1\n", + "5 2025-03-31 9 9\n", + "6 2025-04-01 8 7\n", + "7 2025-04-02 10 9\n", + "8 2025-04-03 11 10\n", + "9 2025-04-04 8 8\n", + "10 2025-04-05 2 2\n", + "11 2025-04-06 1 1\n", + "12 2025-04-07 7 7\n", + "13 2025-04-08 11 11\n", + "14 2025-04-09 12 12\n", + "15 2025-04-10 10 10\n", + "16 2025-04-11 13 11\n", + "17 2025-04-12 1 1\n", + "18 2025-04-13 3 3\n", + "19 2025-04-14 12 12\n", + "20 2025-04-15 14 12\n", + "21 2025-04-16 12 12\n", + "22 2025-04-17 9 9\n", + "23 2025-04-18 4 4\n", + "24 2025-04-19 3 3\n", + "25 2025-04-20 1 1\n", + "26 2025-04-21 3 3" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_active_user_metrics = copilot_exporter.adapt_metrics_active_users(global_metrics)\n", "adapted_active_user_metrics" @@ -230,10 +6248,64 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "5819545c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
extract_datetotaladded_this_cycleactive_this_cycleinactive_this_cycle
02025-04-22191172
\n", + "
" + ], + "text/plain": [ + " extract_date total added_this_cycle active_this_cycle \\\n", + "0 2025-04-22 19 1 17 \n", + "\n", + " inactive_this_cycle \n", + "0 2 " + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_billing_global = copilot_exporter.adapt_billing_global(billing_global)\n", "adapted_billing_global" @@ -241,10 +6313,668 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "cacfab47", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
0None2025-03-26vscodedefault49206
1None2025-03-26JetBrainsdefault4442625
2None2025-03-27vscodedefault68408
3None2025-03-27JetBrainsdefault325911
4None2025-03-28vscodedefault31300
5None2025-03-28JetBrainsdefault1100
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7None2025-03-30vscodedefault1400
8None2025-03-31JetBrainsdefault51911
9None2025-03-31vscodedefault33005
10None2025-04-01JetBrainsdefault3788
11None2025-04-01vscodedefault388016
12None2025-04-02JetBrainsdefault4714
13None2025-04-02vscodedefault491076
14None2025-04-03vscodedefault6224024
15None2025-04-03JetBrainsdefault2505
16None2025-04-04JetBrainsdefault21151
17None2025-04-04vscodedefault5119011
18None2025-04-05vscodedefault1401
19None2025-04-06vscodedefault1200
20None2025-04-07JetBrainsdefault31899
21None2025-04-07vscodedefault4116022
22None2025-04-08vscodedefault6190027
23None2025-04-08JetBrainsdefault21544
24None2025-04-09vscodedefault8240020
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26None2025-04-10vscodedefault6116032
27None2025-04-10JetBrainsdefault31557
28None2025-04-11vscodedefault8174010
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30None2025-04-12vscodedefault1300
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33None2025-04-14vscodedefault9160018
34None2025-04-14JetBrainsdefault1101010
35None2025-04-15vscodedefault8312123
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46None2025-04-21vscodedefault376013
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teamdateeditor_namemodel_namelanguagetotal_code_lines_suggestedtotal_code_lines_acceptedtotal_engaged_users
0None2025-03-26vscodedefaultgo75283
1None2025-03-26vscodedefaultyaml1003
2None2025-03-26vscodedefaultxml323
3None2025-03-26vscodedefaultjava19103
4None2025-03-26vscodedefaultmarkdown503
...........................
203None2025-04-19JetBrainsdefaultjson702
204None2025-04-21vscodedefaultyaml79151
205None2025-04-21vscodedefaultignore311
206None2025-04-21vscodedefaultbat101
207None2025-04-21vscodedefaultjavascript301
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208 rows × 8 columns

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" + ], + "text/plain": [ + " team date editor_name model_name language \\\n", + "0 None 2025-03-26 vscode default go \n", + "1 None 2025-03-26 vscode default yaml \n", + "2 None 2025-03-26 vscode default xml \n", + "3 None 2025-03-26 vscode default java \n", + "4 None 2025-03-26 vscode default markdown \n", + ".. ... ... ... ... ... \n", + "203 None 2025-04-19 JetBrains default json \n", + "204 None 2025-04-21 vscode default yaml \n", + "205 None 2025-04-21 vscode default ignore \n", + "206 None 2025-04-21 vscode default bat \n", + "207 None 2025-04-21 vscode default javascript \n", + "\n", + " total_code_lines_suggested total_code_lines_accepted \\\n", + "0 75 28 \n", + "1 10 0 \n", + "2 3 2 \n", + "3 19 10 \n", + "4 5 0 \n", + ".. ... ... \n", + "203 7 0 \n", + "204 79 15 \n", + "205 3 1 \n", + "206 1 0 \n", + "207 3 0 \n", + "\n", + " total_engaged_users \n", + "0 3 \n", + "1 3 \n", + "2 3 \n", + "3 3 \n", + "4 3 \n", + ".. ... \n", + "203 2 \n", + "204 1 \n", + "205 1 \n", + "206 1 \n", + "207 1 \n", + "\n", + "[208 rows x 8 columns]" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_metrics_completion_global = copilot_exporter.adapt_metrics_completions_global(global_metrics)\n", "adapted_metrics_completion_global\n" @@ -263,7 +7199,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "id": "aedf5e9f", "metadata": {}, "outputs": [], @@ -274,10 +7210,55 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "id": "532771c2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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extract_dateaverage_active_users
02025-04-227
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" + ], + "text/plain": [ + " extract_date average_active_users\n", + "0 2025-04-22 7" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "transformed_metrics_average_active_users = copilot_transformer.transform_average_active_users(transformed_metrics_active_users['total_active_users'])\n", "transformed_metrics_average_active_users" @@ -285,7 +7266,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "9ae35ecf", "metadata": {}, "outputs": [], @@ -296,10 +7277,611 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "c93a2a97", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Chat Metrics per Team:\n" + ] + }, + { + "data": { + "text/html": [ + "
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teamdatetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
0equipe-developpement-12025-03-268325641.5000000.132530
1equipe-developpement-12025-03-273132310.3333330.161290
2equipe-developpement-12025-03-2821002.0000000.000000
3equipe-developpement-12025-03-3172003.5000000.000000
4equipe-developpement-12025-04-0131123.0000001.000000
5equipe-developpement-12025-04-0221212.0000001.500000
6equipe-developpement-12025-04-03133104.3333330.076923
7equipe-developpement-12025-04-0452002.5000000.000000
8equipe-developpement-12025-04-0772773.5000002.000000
9equipe-developpement-12025-04-081014010.0000000.400000
10equipe-developpement-12025-04-09113303.6666670.272727
11equipe-developpement-12025-04-102320011.5000000.000000
12equipe-developpement-12025-04-1192004.5000000.000000
13equipe-developpement-12025-04-1412100.5000001.000000
14equipe-developpement-12025-04-1572133.5000000.571429
15equipe-developpement-12025-04-16344788.5000000.441176
16equipe-developpement-12025-04-1712200.5000002.000000
17equipe-developpement-12025-04-18121151912.0000002.833333
18equipe-github2025-03-261206181620.0000000.283333
19equipe-github2025-03-277248118.0000000.125000
20equipe-github2025-03-28144003.5000000.000000
21equipe-github2025-03-3041004.0000000.000000
22equipe-github2025-03-31255205.0000000.080000
23equipe-github2025-04-0166315622.0000000.318182
24equipe-github2025-04-0259544011.8000000.745763
25equipe-github2025-04-03185622030.8333330.118919
26equipe-github2025-04-04101410525.2500000.148515
27equipe-github2025-04-07105517221.0000000.180952
28equipe-github2025-04-08118416429.5000000.169492
29equipe-github2025-04-09198618133.0000000.095960
30equipe-github2025-04-1082539516.4000000.536585
31equipe-github2025-04-11146717120.8571430.123288
32equipe-github2025-04-1311001.0000000.000000
33equipe-github2025-04-1494515018.8000000.159574
34equipe-github2025-04-152247302232.0000000.232143
35equipe-github2025-04-1615266125.3333330.046053
36equipe-github2025-04-176439021.3333330.140625
37equipe-github2025-04-1821002.0000000.000000
38equipe-github2025-04-2168213034.0000000.191176
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teamdatelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
0equipe-developpement-12025-03-26csharp3140.214286
1equipe-developpement-12025-03-26html111.000000
2equipe-developpement-12025-03-26java191210.157025
3equipe-developpement-12025-03-26json0110.000000
4equipe-developpement-12025-03-26jsonc180.125000
.....................
178equipe-github2025-04-19json070.000000
179equipe-github2025-04-21bat010.000000
180equipe-github2025-04-21ignore130.333333
181equipe-github2025-04-21javascript030.000000
182equipe-github2025-04-21yaml15790.189873
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183 rows × 6 columns

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" + ], + "text/plain": [ + " team date language \\\n", + "0 equipe-developpement-1 2025-03-26 csharp \n", + "1 equipe-developpement-1 2025-03-26 html \n", + "2 equipe-developpement-1 2025-03-26 java \n", + "3 equipe-developpement-1 2025-03-26 json \n", + "4 equipe-developpement-1 2025-03-26 jsonc \n", + ".. ... ... ... \n", + "178 equipe-github 2025-04-19 json \n", + "179 equipe-github 2025-04-21 bat \n", + "180 equipe-github 2025-04-21 ignore \n", + "181 equipe-github 2025-04-21 javascript \n", + "182 equipe-github 2025-04-21 yaml \n", + "\n", + " total_code_lines_accepted total_code_lines_suggested \\\n", + "0 3 14 \n", + "1 1 1 \n", + "2 19 121 \n", + "3 0 11 \n", + "4 1 8 \n", + ".. ... ... \n", + "178 0 7 \n", + "179 0 1 \n", + "180 1 3 \n", + "181 0 3 \n", + "182 15 79 \n", + "\n", + " completion_acceptance_rate \n", + "0 0.214286 \n", + "1 1.000000 \n", + "2 0.157025 \n", + "3 0.000000 \n", + "4 0.125000 \n", + ".. ... \n", + "178 0.000000 \n", + "179 0.000000 \n", + "180 0.333333 \n", + "181 0.000000 \n", + "182 0.189873 \n", + "\n", + "[183 rows x 6 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_completion_metrics = copilot_transformer.transform_completion_metrics_team(adapted_metrics_completition_per_team)\n", "print(\"Transformed Completion Metrics per Team:\")\n", @@ -320,10 +8090,386 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "1bf10b74", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Global Chat Metrics:\n" + ] + }, + { + "data": { + "text/html": [ + "
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datetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
02025-03-261368312617.0000000.419118
12025-03-27109919912.1111110.256881
22025-03-28144003.5000000.000000
32025-03-291811018.0000000.055556
42025-03-3041004.0000000.000000
52025-03-31498616.1250000.142857
62025-04-0195624815.8333330.336842
72025-04-0298880112.2500000.826531
82025-04-03229829028.6250000.126638
92025-04-04130712518.5714290.130769
102025-04-0541104.0000000.250000
112025-04-0621002.0000000.000000
122025-04-07134731919.1428570.298507
132025-04-08205831425.6250000.170732
142025-04-092731126124.8181820.098901
152025-04-10131939514.5555560.335878
162025-04-111901017119.0000000.094737
172025-04-1231003.0000000.000000
182025-04-133235210.6666670.218750
192025-04-1417010281017.0000000.223529
202025-04-1534712543228.9166670.247839
212025-04-1619711241817.9090910.213198
222025-04-1773712010.4285710.164384
232025-04-1849522199.8000000.836735
242025-04-192120010.5000000.000000
252025-04-2081008.0000000.000000
262025-04-2176313025.3333330.171053
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" + ], + "text/plain": [ + " date total_chat total_engaged_users total_chat_copy_events \\\n", + "0 2025-03-26 136 8 31 \n", + "1 2025-03-27 109 9 19 \n", + "2 2025-03-28 14 4 0 \n", + "3 2025-03-29 18 1 1 \n", + "4 2025-03-30 4 1 0 \n", + "5 2025-03-31 49 8 6 \n", + "6 2025-04-01 95 6 24 \n", + "7 2025-04-02 98 8 80 \n", + "8 2025-04-03 229 8 29 \n", + "9 2025-04-04 130 7 12 \n", + "10 2025-04-05 4 1 1 \n", + "11 2025-04-06 2 1 0 \n", + "12 2025-04-07 134 7 31 \n", + "13 2025-04-08 205 8 31 \n", + "14 2025-04-09 273 11 26 \n", + "15 2025-04-10 131 9 39 \n", + "16 2025-04-11 190 10 17 \n", + "17 2025-04-12 3 1 0 \n", + "18 2025-04-13 32 3 5 \n", + "19 2025-04-14 170 10 28 \n", + "20 2025-04-15 347 12 54 \n", + "21 2025-04-16 197 11 24 \n", + "22 2025-04-17 73 7 12 \n", + "23 2025-04-18 49 5 22 \n", + "24 2025-04-19 21 2 0 \n", + "25 2025-04-20 8 1 0 \n", + "26 2025-04-21 76 3 13 \n", + "\n", + " total_chat_insertion_events chat_per_user chat_acceptance_rate \n", + "0 26 17.000000 0.419118 \n", + "1 9 12.111111 0.256881 \n", + "2 0 3.500000 0.000000 \n", + "3 0 18.000000 0.055556 \n", + "4 0 4.000000 0.000000 \n", + "5 1 6.125000 0.142857 \n", + "6 8 15.833333 0.336842 \n", + "7 1 12.250000 0.826531 \n", + "8 0 28.625000 0.126638 \n", + "9 5 18.571429 0.130769 \n", + "10 0 4.000000 0.250000 \n", + "11 0 2.000000 0.000000 \n", + "12 9 19.142857 0.298507 \n", + "13 4 25.625000 0.170732 \n", + "14 1 24.818182 0.098901 \n", + "15 5 14.555556 0.335878 \n", + "16 1 19.000000 0.094737 \n", + "17 0 3.000000 0.000000 \n", + "18 2 10.666667 0.218750 \n", + "19 10 17.000000 0.223529 \n", + "20 32 28.916667 0.247839 \n", + "21 18 17.909091 0.213198 \n", + "22 0 10.428571 0.164384 \n", + "23 19 9.800000 0.836735 \n", + "24 0 10.500000 0.000000 \n", + "25 0 8.000000 0.000000 \n", + "26 0 25.333333 0.171053 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_global_chat = copilot_transformer.transform_chat_metrics_global(adapted_global_metrics)\n", "print(\"Transformed Global Chat Metrics:\")\n", @@ -332,10 +8478,173 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "1639a01c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Global Completion Metrics:\n" + ] + }, + { + "data": { + "text/html": [ + "
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datelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
02025-03-26csharp5350.142857
12025-03-26go28750.373333
22025-03-26html31130.026549
32025-03-26java191330.142857
42025-03-26json0110.000000
..................
1852025-04-19json070.000000
1862025-04-21bat010.000000
1872025-04-21ignore130.333333
1882025-04-21javascript030.000000
1892025-04-21yaml15790.189873
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190 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " date language total_code_lines_accepted \\\n", + "0 2025-03-26 csharp 5 \n", + "1 2025-03-26 go 28 \n", + "2 2025-03-26 html 3 \n", + "3 2025-03-26 java 19 \n", + "4 2025-03-26 json 0 \n", + ".. ... ... ... \n", + "185 2025-04-19 json 0 \n", + "186 2025-04-21 bat 0 \n", + "187 2025-04-21 ignore 1 \n", + "188 2025-04-21 javascript 0 \n", + "189 2025-04-21 yaml 15 \n", + "\n", + " total_code_lines_suggested completion_acceptance_rate \n", + "0 35 0.142857 \n", + "1 75 0.373333 \n", + "2 113 0.026549 \n", + "3 133 0.142857 \n", + "4 11 0.000000 \n", + ".. ... ... \n", + "185 7 0.000000 \n", + "186 1 0.000000 \n", + "187 3 0.333333 \n", + "188 3 0.000000 \n", + "189 79 0.189873 \n", + "\n", + "[190 rows x 5 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_global_completion = copilot_transformer.transform_completion_metrics_global(adapted_metrics_completion_global)\n", "print(\"Transformed Global Completion Metrics:\")\n", @@ -344,10 +8653,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "962c26ed", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CSV file copilot_metrics_active_users.csv created\n", + "CSV file copilot_metrics_average_active_users.csv created\n", + "CSV file copilot_metrics_billing_global.csv created\n", + "CSV file copilot_metrics_chat_global.csv created\n", + "CSV file copilot_metrics_chat_team.csv created\n", + "CSV file copilot_metrics_completion_global.csv created\n", + "CSV file copilot_metrics_completion_team.csv created\n" + ] + } + ], "source": [ "transformed_data = {\n", " \"metrics_active_users\" : transformed_metrics_active_users,\n", @@ -364,10 +8687,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "bc862fcd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", @@ -437,10 +8771,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "a8d482c2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[23]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m daily_active_users = \u001b[43mcopilot_exporter\u001b[49m\u001b[43m.\u001b[49m\u001b[43mextract_daily_active_users\u001b[49m()\n\u001b[32m 2\u001b[39m new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n\u001b[32m 4\u001b[39m df_daily_active_users = copilot_exporter.adapt_daily_active_users(daily_active_users)\n", + "\u001b[31mAttributeError\u001b[39m: 'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'" + ] + } + ], "source": [ "daily_active_users = copilot_exporter.extract_daily_active_users()\n", "new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n", @@ -572,6 +8918,7 @@ }, { "cell_type": "markdown", + "id": "bc461e58", "metadata": {}, "source": [ "## Conclusion\n", @@ -595,7 +8942,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.0" + "version": "3.11.9" } }, "nbformat": 4, diff --git a/requirements/dev_requirements.txt b/requirements/dev_requirements.txt index d5a5e7f..2f629de 100644 --- a/requirements/dev_requirements.txt +++ b/requirements/dev_requirements.txt @@ -3,4 +3,6 @@ pandas == 2.2.3 sqlalchemy == 1.4.42 pymysql == 1.0.3 coverage -pytest \ No newline at end of file +pytest +matplotlib>=3.7.1 +seaborn>=0.12.0 \ No newline at end of file diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index e373bcb..41f0862 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters, verify=False) + r = session.get(url, params=parameters) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From d79c9a70cda02540709717e1411308644d6bb4bf Mon Sep 17 00:00:00 2001 From: Julien D Date: Tue, 22 Apr 2025 16:56:22 -0400 Subject: [PATCH 3/9] Revert "Potential fix for code scanning alert no. 2: Request without certificate validation" This reverts commit 5f39b65d955b059a8237e9a3642e63a838884145. --- src/extractor/gitlab_exporter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index 41f0862..e373bcb 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters) + r = session.get(url, params=parameters, verify=False) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From 9e39e9b769eab6ef5fb7145832dc1642a69b7dea Mon Sep 17 00:00:00 2001 From: Julien D Date: Tue, 22 Apr 2025 17:04:03 -0400 Subject: [PATCH 4/9] Revert "Merge branch 'alert-autofix-2' of https://github.com/devops-opensource/devops-metrics into alert-autofix-2" This reverts commit 9afbd620bdaff68d42163381a5ca37a0e869a175, reversing changes made to 3e0c774728d1c07ccc05d282c6c623a636f5e732. --- src/extractor/gitlab_exporter.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index e373bcb..41f0862 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters, verify=False) + r = session.get(url, params=parameters) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From db39cd9076ce070847dbef644f20439558386f4b Mon Sep 17 00:00:00 2001 From: Julien D Date: Tue, 22 Apr 2025 17:05:36 -0400 Subject: [PATCH 5/9] Revert "correct files" This reverts commit 3e0c774728d1c07ccc05d282c6c623a636f5e732. --- .gitignore | 9 - _submodules/splunk | 2 +- notebooks/debug_copilot_usage.ipynb | 8433 +-------------------------- requirements/dev_requirements.txt | 4 +- src/extractor/gitlab_exporter.py | 2 +- 5 files changed, 46 insertions(+), 8404 deletions(-) diff --git a/.gitignore b/.gitignore index 54b79d4..14a5998 100644 --- a/.gitignore +++ b/.gitignore @@ -4,7 +4,6 @@ __pycache__/ *.pyc .venv .env -env/ *.py[cod] *$py.class my_config.local.cfg @@ -12,11 +11,3 @@ config.copilot.cfg _df_average_active_users.csv _df_daily_active_users.csv _df_seats.csv -notebooks/.ipynb_checkpoints/* -notebooks/copilot_metrics_active_users.csv -notebooks/copilot_metrics_average_active_users.csv -notebooks/copilot_metrics_billing_global.csv -notebooks/copilot_metrics_chat_global.csv -notebooks/copilot_metrics_chat_team.csv -notebooks/copilot_metrics_completion_global.csv -notebooks/copilot_metrics_completion_team.csv \ No newline at end of file diff --git a/_submodules/splunk b/_submodules/splunk index d0a81ab..b1b7aae 160000 --- a/_submodules/splunk +++ b/_submodules/splunk @@ -1 +1 @@ -Subproject commit d0a81ab00175e6b5518afb3c206d36e86204da53 +Subproject commit b1b7aae37bc73ea6e89c4a4667c4d8d227804546 diff --git a/notebooks/debug_copilot_usage.ipynb b/notebooks/debug_copilot_usage.ipynb index 4ba848c..2230315 100644 --- a/notebooks/debug_copilot_usage.ipynb +++ b/notebooks/debug_copilot_usage.ipynb @@ -2,7 +2,6 @@ "cells": [ { "cell_type": "markdown", - "id": "249e407f", "metadata": {}, "source": [ "# Debug Notebook for GitHub Copilot Usage\n", @@ -12,8 +11,7 @@ }, { "cell_type": "code", - "execution_count": 1, - "id": "15b449da", + "execution_count": null, "metadata": { "tags": [] }, @@ -42,7 +40,6 @@ }, { "cell_type": "markdown", - "id": "2bd4b3f7", "metadata": {}, "source": [ "## Prepare a Configuration Dictionary\n", @@ -52,7 +49,6 @@ { "cell_type": "code", "execution_count": null, - "id": "6ba39242", "metadata": { "tags": [] }, @@ -92,7 +88,6 @@ }, { "cell_type": "markdown", - "id": "b374485a", "metadata": {}, "source": [ "## Call the Copilot Usage Endpoint\n", @@ -103,22 +98,10 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "4a3b7ec2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Teams found:\n", - "- Équipe développement 1 (slug: equipe-developpement-1)\n", - "- Équipe GitHub (slug: equipe-github)\n", - "- go-squad (slug: go-squad)\n" - ] - } - ], + "outputs": [], "source": [ "# Cell 2 - Code\n", "# First get the teams\n", @@ -130,2604 +113,10 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "789dd3ac", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2025-04-22 13:36:37,961 - src.extractor.github_copilot_exporter - WARNING - No Copilot metrics found for team go-squad\n" - ] - }, - { - "data": { - "text/plain": [ - "{'equipe-developpement-1': [{'date': '2025-03-26',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 63,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 4,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 20,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 1,\n", - " 'total_chat_insertion_events': 6}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 4,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 3,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 7,\n", - " 'total_code_suggestions': 32,\n", - " 'total_code_lines_accepted': 9,\n", - " 'total_code_lines_suggested': 102},\n", - " {'name': 'html',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 1},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 3,\n", - 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" 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'typescript',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 7,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 10}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'typescript', 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}},\n", - " {'date': '2025-04-19',\n", - " 'copilot_ide_chat': {'total_engaged_users': 0},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'json',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 7},\n", - " {'name': 'java',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 3}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'json', 'total_engaged_users': 0},\n", - " {'name': 'java', 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}},\n", - " {'date': '2025-04-21',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 68,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2,\n", - " 'total_chat_copy_events': 13,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2},\n", - " 'total_active_users': 2,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 2,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 11,\n", - " 'total_code_suggestions': 31,\n", - " 'total_code_lines_accepted': 15,\n", - " 'total_code_lines_suggested': 79},\n", - " {'name': 'ignore',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'javascript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'bat',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'yaml', 'total_engaged_users': 1},\n", - " {'name': 'ignore', 'total_engaged_users': 1},\n", - " {'name': 'bat', 'total_engaged_users': 0},\n", - " {'name': 'javascript', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 1}}]}" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Cell 3 - Code\n", "# Get metrics for each team\n", @@ -2737,216 +126,10 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "467cf933", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
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4equipe-developpement-12025-03-28vscodedefault1200
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teamdateeditor_namemodel_namelanguagetotal_code_lines_suggestedtotal_code_lines_acceptedtotal_engaged_users
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2equipe-developpement-12025-03-26JetBrainsdefaultcsharp1433
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4equipe-developpement-12025-03-26vscodedefaultjsonc811
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200 rows × 8 columns

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" - ], - "text/plain": [ - " team date editor_name model_name language \\\n", - "0 equipe-developpement-1 2025-03-26 JetBrains default java \n", - "1 equipe-developpement-1 2025-03-26 JetBrains default html \n", - "2 equipe-developpement-1 2025-03-26 JetBrains default csharp \n", - "3 equipe-developpement-1 2025-03-26 JetBrains default json \n", - "4 equipe-developpement-1 2025-03-26 vscode default jsonc \n", - ".. ... ... ... ... ... \n", - "195 equipe-github 2025-04-19 JetBrains default java \n", - "196 equipe-github 2025-04-21 vscode default yaml \n", - "197 equipe-github 2025-04-21 vscode default ignore \n", - "198 equipe-github 2025-04-21 vscode default javascript \n", - "199 equipe-github 2025-04-21 vscode default bat \n", - "\n", - " total_code_lines_suggested total_code_lines_accepted \\\n", - "0 102 9 \n", - "1 1 1 \n", - "2 14 3 \n", - "3 11 0 \n", - "4 8 1 \n", - ".. ... ... \n", - "195 3 1 \n", - "196 79 15 \n", - "197 3 1 \n", - "198 3 0 \n", - "199 1 0 \n", - "\n", - " total_engaged_users \n", - "0 3 \n", - "1 3 \n", - "2 3 \n", - "3 3 \n", - "4 1 \n", - ".. ... \n", - "195 1 \n", - "196 1 \n", - "197 1 \n", - "198 1 \n", - "199 1 \n", - "\n", - "[200 rows x 8 columns]" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_metrics_completition_per_team = copilot_exporter.adapt_metrics_completions_team(metrics_per_team)\n", "adapted_metrics_completition_per_team" @@ -3171,2290 +148,10 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "c408de27", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'date': '2025-03-26',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 92,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 4,\n", - " 'total_chat_copy_events': 6,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 4},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 44,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 4,\n", - " 'total_chat_copy_events': 25,\n", - " 'total_chat_insertion_events': 26}],\n", - " 'total_engaged_users': 4}],\n", - " 'total_engaged_users': 7},\n", - " 'total_active_users': 12,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 11,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'go',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 29,\n", - " 'total_code_suggestions': 57,\n", - " 'total_code_lines_accepted': 28,\n", - " 'total_code_lines_suggested': 75},\n", - " {'name': 'yaml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 10},\n", - " {'name': 'xml',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 2,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'java',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 3,\n", - " 'total_code_suggestions': 9,\n", - " 'total_code_lines_accepted': 10,\n", - " 'total_code_lines_suggested': 19},\n", - " {'name': 'markdown',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5},\n", - " {'name': 'jsonc',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 2,\n", - " 'total_code_suggestions': 4,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 8},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 4}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'html',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 3,\n", - " 'total_code_suggestions': 25,\n", - " 'total_code_lines_accepted': 3,\n", - " 'total_code_lines_suggested': 113},\n", - " {'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 7,\n", - " 'total_code_suggestions': 42,\n", - " 'total_code_lines_accepted': 9,\n", - " 'total_code_lines_suggested': 114},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 5,\n", - " 'total_code_suggestions': 18,\n", - " 'total_code_lines_accepted': 5,\n", - " 'total_code_lines_suggested': 32},\n", - " {'name': 'json',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 11},\n", - " {'name': 'xml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 17}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 5}],\n", - " 'total_engaged_users': 5},\n", - " {'name': 'VisualStudio',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3}],\n", - " 'is_custom_model': False}],\n", - " 'total_engaged_users': 0}],\n", - " 'languages': [{'name': 'terraform', 'total_engaged_users': 1},\n", - " {'name': 'csharp', 'total_engaged_users': 2},\n", - " {'name': 'json', 'total_engaged_users': 0},\n", - " {'name': 'java', 'total_engaged_users': 2},\n", - " {'name': 'html', 'total_engaged_users': 2},\n", - " {'name': 'go', 'total_engaged_users': 1},\n", - " {'name': 'yaml', 'total_engaged_users': 0},\n", - " {'name': 'xml', 'total_engaged_users': 1},\n", - " {'name': 'jsonc', 'total_engaged_users': 1},\n", - " {'name': 'markdown', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 7}},\n", - " {'date': '2025-03-27',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 84,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 6,\n", - " 'total_chat_copy_events': 8,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 6},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 25,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 11,\n", - " 'total_chat_insertion_events': 9}],\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 8},\n", - " 'total_active_users': 11,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 10,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'python',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 65,\n", - " 'total_code_suggestions': 248,\n", - " 'total_code_lines_accepted': 39,\n", - " 'total_code_lines_suggested': 451},\n", - " {'name': 'yaml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'typescriptreact',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1},\n", - " {'name': 'terraform',\n", - 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" 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 7,\n", - " 'total_code_suggestions': 18,\n", - " 'total_code_lines_accepted': 11,\n", - " 'total_code_lines_suggested': 28}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 4,\n", - " 'total_code_suggestions': 44,\n", - " 'total_code_lines_accepted': 6,\n", - " 'total_code_lines_suggested': 186},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 19,\n", - " 'total_code_suggestions': 51,\n", - " 'total_code_lines_accepted': 38,\n", - " 'total_code_lines_suggested': 277},\n", - " {'name': 'html',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 24,\n", - " 'total_code_lines_accepted': 1,\n", - 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" {'date': '2025-03-28',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 13,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 1,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 3},\n", - " 'total_active_users': 6,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 4,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 17,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 177},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 17,\n", - " 'total_code_suggestions': 87,\n", - " 'total_code_lines_accepted': 20,\n", - " 'total_code_lines_suggested': 257},\n", - " {'name': 'html',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'python',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 15,\n", - " 'total_code_suggestions': 70,\n", - " 'total_code_lines_accepted': 22,\n", - " 'total_code_lines_suggested': 144},\n", - 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" 'models': [{'name': 'default',\n", - " 'total_chats': 18,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 1,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False}],\n", - " 'total_engaged_users': 0}],\n", - " 'languages': [{'name': 'yaml', 'total_engaged_users': 0},\n", - " {'name': 'terraform', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 0}},\n", - " {'date': '2025-03-30',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 4,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 4,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 7}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'java', 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}},\n", - " {'date': '2025-03-31',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 19,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 5,\n", - " 'total_chat_copy_events': 1,\n", - " 'total_chat_insertion_events': 1}],\n", - " 'total_engaged_users': 5},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 30,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 5,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 8},\n", - " 'total_active_users': 9,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 9,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 43,\n", - " 'total_code_suggestions': 136,\n", - " 'total_code_lines_accepted': 162,\n", - " 'total_code_lines_suggested': 604},\n", - " {'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 10,\n", - " 'total_code_suggestions': 48,\n", - " 'total_code_lines_accepted': 38,\n", - " 'total_code_lines_suggested': 137}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'terraform',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 5,\n", - 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" 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 2},\n", - " 'total_active_users': 3,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 3,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 65,\n", - " 'total_code_suggestions': 193,\n", - " 'total_code_lines_accepted': 54,\n", - " 'total_code_lines_suggested': 846}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 5,\n", - " 'total_code_suggestions': 19,\n", - " 'total_code_lines_accepted': 7,\n", - " 'total_code_lines_suggested': 75},\n", - " {'name': 'json',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 7}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2}],\n", - " 'languages': [{'name': 'csharp', 'total_engaged_users': 1},\n", - " {'name': 'java', 'total_engaged_users': 2},\n", - " {'name': 'json', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 3}},\n", - " {'date': '2025-04-20',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 8,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'total_engaged_users': 0}},\n", - " {'date': '2025-04-21',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 76,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 13,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 3},\n", - " 'total_active_users': 3,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 3,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 11,\n", - " 'total_code_suggestions': 31,\n", - " 'total_code_lines_accepted': 15,\n", - " 'total_code_lines_suggested': 79},\n", - " {'name': 'ignore',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'bat',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1},\n", - " {'name': 'javascript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'yaml', 'total_engaged_users': 1},\n", - " {'name': 'ignore', 'total_engaged_users': 1},\n", - " {'name': 'bat', 'total_engaged_users': 0},\n", - " {'name': 'javascript', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 1}}]" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "global_metrics = copilot_exporter.extract_metrics_global()\n", "global_metrics" @@ -5462,32 +159,10 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "c74dac05", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'billing_information': {'seat_breakdown': {'pending_invitation': 0,\n", - " 'pending_cancellation': 0,\n", - " 'added_this_cycle': 1,\n", - " 'total': 19,\n", - " 'active_this_cycle': 17,\n", - " 'inactive_this_cycle': 2},\n", - " 'seat_management_setting': 'assign_selected',\n", - " 'plan_type': 'enterprise',\n", - " 'public_code_suggestions': 'allow',\n", - " 'ide_chat': 'enabled',\n", - " 'cli': 'enabled',\n", - " 'platform_chat': 'enabled'}}" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "billing_global = copilot_exporter.extract_billing()\n", "billing_global" @@ -5495,479 +170,15 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "a49d9a4b", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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dateeditor_namemodel_nametotal_engaged_userstotal_chats
02025-03-26vscodedefault492
12025-03-26JetBrainsdefault444
22025-03-27vscodedefault684
32025-03-27JetBrainsdefault325
42025-03-28vscodedefault313
52025-03-28JetBrainsdefault11
62025-03-29vscodedefault118
72025-03-30vscodedefault14
82025-03-31JetBrainsdefault519
92025-03-31vscodedefault330
102025-04-01JetBrainsdefault37
112025-04-01vscodedefault388
122025-04-02JetBrainsdefault47
132025-04-02vscodedefault491
142025-04-03vscodedefault6224
152025-04-03JetBrainsdefault25
162025-04-04JetBrainsdefault211
172025-04-04vscodedefault5119
182025-04-05vscodedefault14
192025-04-06vscodedefault12
202025-04-07JetBrainsdefault318
212025-04-07vscodedefault4116
222025-04-08vscodedefault6190
232025-04-08JetBrainsdefault215
242025-04-09vscodedefault8240
252025-04-09JetBrainsdefault333
262025-04-10vscodedefault6116
272025-04-10JetBrainsdefault315
282025-04-11vscodedefault8174
292025-04-11JetBrainsdefault216
302025-04-12vscodedefault13
312025-04-13JetBrainsdefault24
322025-04-13vscodedefault128
332025-04-14vscodedefault9160
342025-04-14JetBrainsdefault110
352025-04-15vscodedefault8312
362025-04-15JetBrainsdefault435
372025-04-16vscodedefault8177
382025-04-16JetBrainsdefault320
392025-04-17vscodedefault571
402025-04-17JetBrainsdefault22
412025-04-18vscodedefault328
422025-04-18JetBrainsdefault221
432025-04-19vscodedefault120
442025-04-19JetBrainsdefault11
452025-04-20vscodedefault18
462025-04-21vscodedefault376
\n", - "
" - ], - "text/plain": [ - " date editor_name model_name total_engaged_users total_chats\n", - "0 2025-03-26 vscode default 4 92\n", - "1 2025-03-26 JetBrains default 4 44\n", - "2 2025-03-27 vscode default 6 84\n", - "3 2025-03-27 JetBrains default 3 25\n", - "4 2025-03-28 vscode default 3 13\n", - "5 2025-03-28 JetBrains default 1 1\n", - "6 2025-03-29 vscode default 1 18\n", - "7 2025-03-30 vscode default 1 4\n", - "8 2025-03-31 JetBrains default 5 19\n", - "9 2025-03-31 vscode default 3 30\n", - "10 2025-04-01 JetBrains default 3 7\n", - "11 2025-04-01 vscode default 3 88\n", - "12 2025-04-02 JetBrains default 4 7\n", - "13 2025-04-02 vscode default 4 91\n", - "14 2025-04-03 vscode default 6 224\n", - "15 2025-04-03 JetBrains default 2 5\n", - "16 2025-04-04 JetBrains default 2 11\n", - "17 2025-04-04 vscode default 5 119\n", - "18 2025-04-05 vscode default 1 4\n", - "19 2025-04-06 vscode default 1 2\n", - "20 2025-04-07 JetBrains default 3 18\n", - "21 2025-04-07 vscode default 4 116\n", - "22 2025-04-08 vscode default 6 190\n", - "23 2025-04-08 JetBrains default 2 15\n", - "24 2025-04-09 vscode default 8 240\n", - "25 2025-04-09 JetBrains default 3 33\n", - "26 2025-04-10 vscode default 6 116\n", - "27 2025-04-10 JetBrains default 3 15\n", - "28 2025-04-11 vscode default 8 174\n", - "29 2025-04-11 JetBrains default 2 16\n", - "30 2025-04-12 vscode default 1 3\n", - "31 2025-04-13 JetBrains default 2 4\n", - "32 2025-04-13 vscode default 1 28\n", - "33 2025-04-14 vscode default 9 160\n", - "34 2025-04-14 JetBrains default 1 10\n", - "35 2025-04-15 vscode default 8 312\n", - "36 2025-04-15 JetBrains default 4 35\n", - "37 2025-04-16 vscode default 8 177\n", - "38 2025-04-16 JetBrains default 3 20\n", - "39 2025-04-17 vscode default 5 71\n", - "40 2025-04-17 JetBrains default 2 2\n", - "41 2025-04-18 vscode default 3 28\n", - "42 2025-04-18 JetBrains default 2 21\n", - "43 2025-04-19 vscode default 1 20\n", - "44 2025-04-19 JetBrains default 1 1\n", - "45 2025-04-20 vscode default 1 8\n", - "46 2025-04-21 vscode default 3 76" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Create a DataFrame from the global metrics data and normalize nested JSON\n", "import pandas as pd\n", "import json\n", - "from pandas import json_normalize\n", + "from pandas.io.json import json_normalize\n", "\n", "# First flatten the nested copilot_ide_chat structure\n", "flattened_metrics = []\n", @@ -6008,239 +219,10 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "id": "7969151f", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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datetotal_active_userstotal_engaged_users
02025-03-261211
12025-03-271110
22025-03-2864
32025-03-2911
42025-03-3011
52025-03-3199
62025-04-0187
72025-04-02109
82025-04-031110
92025-04-0488
102025-04-0522
112025-04-0611
122025-04-0777
132025-04-081111
142025-04-091212
152025-04-101010
162025-04-111311
172025-04-1211
182025-04-1333
192025-04-141212
202025-04-151412
212025-04-161212
222025-04-1799
232025-04-1844
242025-04-1933
252025-04-2011
262025-04-2133
\n", - "
" - ], - "text/plain": [ - " date total_active_users total_engaged_users\n", - "0 2025-03-26 12 11\n", - "1 2025-03-27 11 10\n", - "2 2025-03-28 6 4\n", - "3 2025-03-29 1 1\n", - "4 2025-03-30 1 1\n", - "5 2025-03-31 9 9\n", - "6 2025-04-01 8 7\n", - "7 2025-04-02 10 9\n", - "8 2025-04-03 11 10\n", - "9 2025-04-04 8 8\n", - "10 2025-04-05 2 2\n", - "11 2025-04-06 1 1\n", - "12 2025-04-07 7 7\n", - "13 2025-04-08 11 11\n", - "14 2025-04-09 12 12\n", - "15 2025-04-10 10 10\n", - "16 2025-04-11 13 11\n", - "17 2025-04-12 1 1\n", - "18 2025-04-13 3 3\n", - "19 2025-04-14 12 12\n", - "20 2025-04-15 14 12\n", - "21 2025-04-16 12 12\n", - "22 2025-04-17 9 9\n", - "23 2025-04-18 4 4\n", - "24 2025-04-19 3 3\n", - "25 2025-04-20 1 1\n", - "26 2025-04-21 3 3" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_active_user_metrics = copilot_exporter.adapt_metrics_active_users(global_metrics)\n", "adapted_active_user_metrics" @@ -6248,64 +230,10 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "id": "5819545c", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
extract_datetotaladded_this_cycleactive_this_cycleinactive_this_cycle
02025-04-22191172
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" - ], - "text/plain": [ - " extract_date total added_this_cycle active_this_cycle \\\n", - "0 2025-04-22 19 1 17 \n", - "\n", - " inactive_this_cycle \n", - "0 2 " - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_billing_global = copilot_exporter.adapt_billing_global(billing_global)\n", "adapted_billing_global" @@ -6313,668 +241,10 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "cacfab47", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
0None2025-03-26vscodedefault49206
1None2025-03-26JetBrainsdefault4442625
2None2025-03-27vscodedefault68408
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10None2025-04-01JetBrainsdefault3788
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13None2025-04-02vscodedefault491076
14None2025-04-03vscodedefault6224024
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16None2025-04-04JetBrainsdefault21151
17None2025-04-04vscodedefault5119011
18None2025-04-05vscodedefault1401
19None2025-04-06vscodedefault1200
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21None2025-04-07vscodedefault4116022
22None2025-04-08vscodedefault6190027
23None2025-04-08JetBrainsdefault21544
24None2025-04-09vscodedefault8240020
25None2025-04-09JetBrainsdefault33316
26None2025-04-10vscodedefault6116032
27None2025-04-10JetBrainsdefault31557
28None2025-04-11vscodedefault8174010
29None2025-04-11JetBrainsdefault21617
30None2025-04-12vscodedefault1300
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32None2025-04-13vscodedefault12802
33None2025-04-14vscodedefault9160018
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teamdateeditor_namemodel_namelanguagetotal_code_lines_suggestedtotal_code_lines_acceptedtotal_engaged_users
0None2025-03-26vscodedefaultgo75283
1None2025-03-26vscodedefaultyaml1003
2None2025-03-26vscodedefaultxml323
3None2025-03-26vscodedefaultjava19103
4None2025-03-26vscodedefaultmarkdown503
...........................
203None2025-04-19JetBrainsdefaultjson702
204None2025-04-21vscodedefaultyaml79151
205None2025-04-21vscodedefaultignore311
206None2025-04-21vscodedefaultbat101
207None2025-04-21vscodedefaultjavascript301
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208 rows × 8 columns

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extract_dateaverage_active_users
02025-04-227
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" - ], - "text/plain": [ - " extract_date average_active_users\n", - "0 2025-04-22 7" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "transformed_metrics_average_active_users = copilot_transformer.transform_average_active_users(transformed_metrics_active_users['total_active_users'])\n", "transformed_metrics_average_active_users" @@ -7266,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "9ae35ecf", "metadata": {}, "outputs": [], @@ -7277,611 +296,10 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "c93a2a97", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transformed Chat Metrics per Team:\n" - ] - }, - { - "data": { - "text/html": [ - "
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teamdatetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
0equipe-developpement-12025-03-268325641.5000000.132530
1equipe-developpement-12025-03-273132310.3333330.161290
2equipe-developpement-12025-03-2821002.0000000.000000
3equipe-developpement-12025-03-3172003.5000000.000000
4equipe-developpement-12025-04-0131123.0000001.000000
5equipe-developpement-12025-04-0221212.0000001.500000
6equipe-developpement-12025-04-03133104.3333330.076923
7equipe-developpement-12025-04-0452002.5000000.000000
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9equipe-developpement-12025-04-081014010.0000000.400000
10equipe-developpement-12025-04-09113303.6666670.272727
11equipe-developpement-12025-04-102320011.5000000.000000
12equipe-developpement-12025-04-1192004.5000000.000000
13equipe-developpement-12025-04-1412100.5000001.000000
14equipe-developpement-12025-04-1572133.5000000.571429
15equipe-developpement-12025-04-16344788.5000000.441176
16equipe-developpement-12025-04-1712200.5000002.000000
17equipe-developpement-12025-04-18121151912.0000002.833333
18equipe-github2025-03-261206181620.0000000.283333
19equipe-github2025-03-277248118.0000000.125000
20equipe-github2025-03-28144003.5000000.000000
21equipe-github2025-03-3041004.0000000.000000
22equipe-github2025-03-31255205.0000000.080000
23equipe-github2025-04-0166315622.0000000.318182
24equipe-github2025-04-0259544011.8000000.745763
25equipe-github2025-04-03185622030.8333330.118919
26equipe-github2025-04-04101410525.2500000.148515
27equipe-github2025-04-07105517221.0000000.180952
28equipe-github2025-04-08118416429.5000000.169492
29equipe-github2025-04-09198618133.0000000.095960
30equipe-github2025-04-1082539516.4000000.536585
31equipe-github2025-04-11146717120.8571430.123288
32equipe-github2025-04-1311001.0000000.000000
33equipe-github2025-04-1494515018.8000000.159574
34equipe-github2025-04-152247302232.0000000.232143
35equipe-github2025-04-1615266125.3333330.046053
36equipe-github2025-04-176439021.3333330.140625
37equipe-github2025-04-1821002.0000000.000000
38equipe-github2025-04-2168213034.0000000.191176
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teamdatelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
0equipe-developpement-12025-03-26csharp3140.214286
1equipe-developpement-12025-03-26html111.000000
2equipe-developpement-12025-03-26java191210.157025
3equipe-developpement-12025-03-26json0110.000000
4equipe-developpement-12025-03-26jsonc180.125000
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178equipe-github2025-04-19json070.000000
179equipe-github2025-04-21bat010.000000
180equipe-github2025-04-21ignore130.333333
181equipe-github2025-04-21javascript030.000000
182equipe-github2025-04-21yaml15790.189873
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datetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
02025-03-261368312617.0000000.419118
12025-03-27109919912.1111110.256881
22025-03-28144003.5000000.000000
32025-03-291811018.0000000.055556
42025-03-3041004.0000000.000000
52025-03-31498616.1250000.142857
62025-04-0195624815.8333330.336842
72025-04-0298880112.2500000.826531
82025-04-03229829028.6250000.126638
92025-04-04130712518.5714290.130769
102025-04-0541104.0000000.250000
112025-04-0621002.0000000.000000
122025-04-07134731919.1428570.298507
132025-04-08205831425.6250000.170732
142025-04-092731126124.8181820.098901
152025-04-10131939514.5555560.335878
162025-04-111901017119.0000000.094737
172025-04-1231003.0000000.000000
182025-04-133235210.6666670.218750
192025-04-1417010281017.0000000.223529
202025-04-1534712543228.9166670.247839
212025-04-1619711241817.9090910.213198
222025-04-1773712010.4285710.164384
232025-04-1849522199.8000000.836735
242025-04-192120010.5000000.000000
252025-04-2081008.0000000.000000
262025-04-2176313025.3333330.171053
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datelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
02025-03-26csharp5350.142857
12025-03-26go28750.373333
22025-03-26html31130.026549
32025-03-26java191330.142857
42025-03-26json0110.000000
..................
1852025-04-19json070.000000
1862025-04-21bat010.000000
1872025-04-21ignore130.333333
1882025-04-21javascript030.000000
1892025-04-21yaml15790.189873
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190 rows × 5 columns

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" - ], - "text/plain": [ - " date language total_code_lines_accepted \\\n", - "0 2025-03-26 csharp 5 \n", - "1 2025-03-26 go 28 \n", - "2 2025-03-26 html 3 \n", - "3 2025-03-26 java 19 \n", - "4 2025-03-26 json 0 \n", - ".. ... ... ... \n", - "185 2025-04-19 json 0 \n", - "186 2025-04-21 bat 0 \n", - "187 2025-04-21 ignore 1 \n", - "188 2025-04-21 javascript 0 \n", - "189 2025-04-21 yaml 15 \n", - "\n", - " total_code_lines_suggested completion_acceptance_rate \n", - "0 35 0.142857 \n", - "1 75 0.373333 \n", - "2 113 0.026549 \n", - "3 133 0.142857 \n", - "4 11 0.000000 \n", - ".. ... ... \n", - "185 7 0.000000 \n", - "186 1 0.000000 \n", - "187 3 0.333333 \n", - "188 3 0.000000 \n", - "189 79 0.189873 \n", - "\n", - "[190 rows x 5 columns]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "transformed_global_completion = copilot_transformer.transform_completion_metrics_global(adapted_metrics_completion_global)\n", "print(\"Transformed Global Completion Metrics:\")\n", @@ -8653,24 +344,10 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "962c26ed", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CSV file copilot_metrics_active_users.csv created\n", - "CSV file copilot_metrics_average_active_users.csv created\n", - "CSV file copilot_metrics_billing_global.csv created\n", - "CSV file copilot_metrics_chat_global.csv created\n", - "CSV file copilot_metrics_chat_team.csv created\n", - "CSV file copilot_metrics_completion_global.csv created\n", - "CSV file copilot_metrics_completion_team.csv created\n" - ] - } - ], + "outputs": [], "source": [ "transformed_data = {\n", " \"metrics_active_users\" : transformed_metrics_active_users,\n", @@ -8687,21 +364,10 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "bc862fcd", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", @@ -8771,22 +437,10 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "a8d482c2", "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[23]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m daily_active_users = \u001b[43mcopilot_exporter\u001b[49m\u001b[43m.\u001b[49m\u001b[43mextract_daily_active_users\u001b[49m()\n\u001b[32m 2\u001b[39m new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n\u001b[32m 4\u001b[39m df_daily_active_users = copilot_exporter.adapt_daily_active_users(daily_active_users)\n", - "\u001b[31mAttributeError\u001b[39m: 'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'" - ] - } - ], + "outputs": [], "source": [ "daily_active_users = copilot_exporter.extract_daily_active_users()\n", "new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n", @@ -8918,7 +572,6 @@ }, { "cell_type": "markdown", - "id": "bc461e58", "metadata": {}, "source": [ "## Conclusion\n", @@ -8942,7 +595,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.9" + "version": "3.13.0" } }, "nbformat": 4, diff --git a/requirements/dev_requirements.txt b/requirements/dev_requirements.txt index 2f629de..d5a5e7f 100644 --- a/requirements/dev_requirements.txt +++ b/requirements/dev_requirements.txt @@ -3,6 +3,4 @@ pandas == 2.2.3 sqlalchemy == 1.4.42 pymysql == 1.0.3 coverage -pytest -matplotlib>=3.7.1 -seaborn>=0.12.0 \ No newline at end of file +pytest \ No newline at end of file diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index 41f0862..e373bcb 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters) + r = session.get(url, params=parameters, verify=False) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From a478f10f8e04c542eee36768b361c1517c005de8 Mon Sep 17 00:00:00 2001 From: Julien D Date: Tue, 22 Apr 2025 17:12:52 -0400 Subject: [PATCH 6/9] correction apres l'enfer --- .gitignore | 10 ++++++++++ requirements/dev_requirements.txt | 4 +++- src/extractor/gitlab_exporter.py | 2 +- 3 files changed, 14 insertions(+), 2 deletions(-) diff --git a/.gitignore b/.gitignore index 14a5998..da245e6 100644 --- a/.gitignore +++ b/.gitignore @@ -4,6 +4,7 @@ __pycache__/ *.pyc .venv .env +env/ *.py[cod] *$py.class my_config.local.cfg @@ -11,3 +12,12 @@ config.copilot.cfg _df_average_active_users.csv _df_daily_active_users.csv _df_seats.csv +notebooks/.ipynb_checkpoints/ +notebooks/copilot_metrics_active_users.csv +notebooks/copilot_metrics_average_active_users.csv +notebooks/copilot_metrics_billing_global.csv +notebooks/copilot_metrics_chat_global.csv +notebooks/copilot_metrics_chat_team.csv +notebooks/copilot_metrics_completion_global.csv +notebooks/copilot_metrics_completion_team.csv +_submodules/splunk diff --git a/requirements/dev_requirements.txt b/requirements/dev_requirements.txt index d5a5e7f..2f629de 100644 --- a/requirements/dev_requirements.txt +++ b/requirements/dev_requirements.txt @@ -3,4 +3,6 @@ pandas == 2.2.3 sqlalchemy == 1.4.42 pymysql == 1.0.3 coverage -pytest \ No newline at end of file +pytest +matplotlib>=3.7.1 +seaborn>=0.12.0 \ No newline at end of file diff --git a/src/extractor/gitlab_exporter.py b/src/extractor/gitlab_exporter.py index e373bcb..41f0862 100644 --- a/src/extractor/gitlab_exporter.py +++ b/src/extractor/gitlab_exporter.py @@ -35,7 +35,7 @@ def execute_paginated_request(self, endpoint, parameters={}): results = [] while another_page: with self.create_session() as session: - r = session.get(url, params=parameters, verify=False) + r = session.get(url, params=parameters) json_response = r.json() if not isinstance(json_response, list): json_response = [json_response] From 1476375c19fddc5578aa3ecf533a995e6e13c527 Mon Sep 17 00:00:00 2001 From: JDGologic Date: Thu, 24 Apr 2025 15:02:11 -0400 Subject: [PATCH 7/9] Potential fix for code scanning alert no. 1: Request without certificate validation Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com> --- src/extractor/github_exporter.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/extractor/github_exporter.py b/src/extractor/github_exporter.py index 2160e6a..b06597d 100644 --- a/src/extractor/github_exporter.py +++ b/src/extractor/github_exporter.py @@ -15,7 +15,7 @@ def initialize_data(self, config): self.github_org = config["GITHUB"]["github_org"] self.github_repo_list = config["GITHUB"]["github_repo_list"].split(",") self.github_token = config["GITHUB"]["github_token"] - # self.certificate_path = config["COMMON"]["certificat_path"] + self.certificate_path = config["COMMON"]["certificate_path"] with open("src/extractor/github_mappings.json") as json_file: self.mappings = json.load(json_file) self.commits = dict() @@ -41,7 +41,7 @@ def execute_paginated_request( # r = session.get( # url, params=parameters, verify=self.certificate_path # ) - r = session.get(url, params=parameters, verify=False) + r = session.get(url, params=parameters, verify=self.certificate_path) json_response = r.json() results.extend(json_response) if ( From 3911dc0bb89b76a367698a53ca246d3cf517ac39 Mon Sep 17 00:00:00 2001 From: Julien D Date: Thu, 24 Apr 2025 15:19:21 -0400 Subject: [PATCH 8/9] Correct import of jupyter notebook --- notebooks/debug_copilot_usage.ipynb | 8511 ++++++++++++++++++++++++++- 1 file changed, 8468 insertions(+), 43 deletions(-) diff --git a/notebooks/debug_copilot_usage.ipynb b/notebooks/debug_copilot_usage.ipynb index 2230315..19db1fd 100644 --- a/notebooks/debug_copilot_usage.ipynb +++ b/notebooks/debug_copilot_usage.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "tags": [] }, @@ -98,10 +98,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "id": "4a3b7ec2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Teams found:\n", + "- Équipe développement 1 (slug: equipe-developpement-1)\n", + "- Équipe GitHub (slug: equipe-github)\n", + "- go-squad (slug: go-squad)\n" + ] + } + ], "source": [ "# Cell 2 - Code\n", "# First get the teams\n", @@ -113,10 +125,2651 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "id": "789dd3ac", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "2025-04-24 15:10:06,193 - src.extractor.github_copilot_exporter - WARNING - No Copilot metrics found for team go-squad\n" + ] + }, + { + "data": { + "text/plain": [ + "{'equipe-developpement-1': [{'date': '2025-03-28',\n", + " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", + " 'models': [{'name': 'default',\n", + " 'total_chats': 2,\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1,\n", + " 'total_chat_copy_events': 0,\n", + " 'total_chat_insertion_events': 0}],\n", + " 'total_engaged_users': 1}],\n", + " 'total_engaged_users': 1},\n", + " 'total_active_users': 2,\n", + " 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xml 5 0 \n", + "\n", + " total_engaged_users \n", + "0 1 \n", + "1 0 \n", + "2 3 \n", + "3 3 \n", + "4 2 \n", + ".. ... \n", + "203 1 \n", + "204 3 \n", + "205 3 \n", + "206 3 \n", + "207 3 \n", + "\n", + "[208 rows x 8 columns]" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_metrics_completition_per_team = copilot_exporter.adapt_metrics_completions_team(metrics_per_team)\n", "adapted_metrics_completition_per_team" @@ -148,10 +3213,2327 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "id": "c408de27", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[{'date': '2025-03-28',\n", + " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", + " 'models': [{'name': 'default',\n", + " 'total_chats': 13,\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 3,\n", + " 'total_chat_copy_events': 0,\n", + " 'total_chat_insertion_events': 0}],\n", + " 'total_engaged_users': 3},\n", + " {'name': 'JetBrains',\n", + " 'models': [{'name': 'default',\n", + " 'total_chats': 1,\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 1,\n", + " 'total_chat_copy_events': 0,\n", + " 'total_chat_insertion_events': 0}],\n", + " 'total_engaged_users': 1}],\n", + " 'total_engaged_users': 3},\n", + " 'total_active_users': 6,\n", + " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", + " 'total_engaged_users': 4,\n", + " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", + " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", + " 'models': [{'name': 'default',\n", + " 'languages': [{'name': 'java',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 17,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 177},\n", + " {'name': 'csharp',\n", + " 'total_engaged_users': 2,\n", + " 'total_code_acceptances': 17,\n", + " 'total_code_suggestions': 87,\n", + " 'total_code_lines_accepted': 20,\n", + " 'total_code_lines_suggested': 257},\n", + " {'name': 'html',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 1,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 1}],\n", + " 'is_custom_model': False,\n", + " 'total_engaged_users': 2}],\n", + " 'total_engaged_users': 2},\n", + " {'name': 'vscode',\n", + " 'models': [{'name': 'default',\n", + " 'languages': [{'name': 'python',\n", + " 'total_engaged_users': 1,\n", + " 'total_code_acceptances': 15,\n", + " 'total_code_suggestions': 70,\n", + " 'total_code_lines_accepted': 22,\n", + " 'total_code_lines_suggested': 144},\n", + " {'name': 'shellscript',\n", + " 'total_engaged_users': 0,\n", + " 'total_code_acceptances': 0,\n", + " 'total_code_suggestions': 5,\n", + " 'total_code_lines_accepted': 0,\n", + " 'total_code_lines_suggested': 6},\n", + " {'name': 'typescriptreact',\n", 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'total_engaged_users': 0},\n", + " {'name': 'javascript', 'total_engaged_users': 0},\n", + " {'name': 'shellscript', 'total_engaged_users': 1},\n", + " {'name': 'jsonc', 'total_engaged_users': 0},\n", + " {'name': 'ignore', 'total_engaged_users': 0},\n", + " {'name': 'ruby', 'total_engaged_users': 0},\n", + " {'name': 'python', 'total_engaged_users': 0}],\n", + " 'total_engaged_users': 7}}]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "global_metrics = copilot_exporter.extract_metrics_global()\n", "global_metrics" @@ -159,10 +5541,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "id": "c74dac05", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'billing_information': {'seat_breakdown': {'pending_invitation': 0,\n", + " 'pending_cancellation': 0,\n", + " 'added_this_cycle': 1,\n", + " 'total': 19,\n", + " 'active_this_cycle': 17,\n", + " 'inactive_this_cycle': 2},\n", + " 'seat_management_setting': 'assign_selected',\n", + " 'plan_type': 'enterprise',\n", + " 'public_code_suggestions': 'allow',\n", + " 'ide_chat': 'enabled',\n", + " 'cli': 'enabled',\n", + " 'platform_chat': 'enabled'}}" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "billing_global = copilot_exporter.extract_billing()\n", "billing_global" @@ -170,15 +5574,479 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 18, "id": "a49d9a4b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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dateeditor_namemodel_nametotal_engaged_userstotal_chats
02025-03-28vscodedefault313
12025-03-28JetBrainsdefault11
22025-03-29vscodedefault118
32025-03-30vscodedefault14
42025-03-31JetBrainsdefault519
52025-03-31vscodedefault330
62025-04-01JetBrainsdefault37
72025-04-01vscodedefault388
82025-04-02JetBrainsdefault47
92025-04-02vscodedefault491
102025-04-03vscodedefault6224
112025-04-03JetBrainsdefault25
122025-04-04JetBrainsdefault211
132025-04-04vscodedefault5119
142025-04-05vscodedefault14
152025-04-06vscodedefault12
162025-04-07JetBrainsdefault318
172025-04-07vscodedefault4116
182025-04-08vscodedefault6190
192025-04-08JetBrainsdefault215
202025-04-09vscodedefault8240
212025-04-09JetBrainsdefault333
222025-04-10vscodedefault6116
232025-04-10JetBrainsdefault315
242025-04-11vscodedefault8174
252025-04-11JetBrainsdefault216
262025-04-12vscodedefault13
272025-04-13JetBrainsdefault24
282025-04-13vscodedefault128
292025-04-14vscodedefault9160
302025-04-14JetBrainsdefault110
312025-04-15vscodedefault8312
322025-04-15JetBrainsdefault435
332025-04-16vscodedefault8177
342025-04-16JetBrainsdefault320
352025-04-17vscodedefault571
362025-04-17JetBrainsdefault22
372025-04-18vscodedefault328
382025-04-18JetBrainsdefault221
392025-04-19vscodedefault120
402025-04-19JetBrainsdefault11
412025-04-20vscodedefault18
422025-04-21vscodedefault376
432025-04-22vscodedefault7206
442025-04-22JetBrainsdefault38
452025-04-23JetBrainsdefault317
462025-04-23vscodedefault8209
\n", + "
" + ], + "text/plain": [ + " date editor_name model_name total_engaged_users total_chats\n", + "0 2025-03-28 vscode default 3 13\n", + "1 2025-03-28 JetBrains default 1 1\n", + "2 2025-03-29 vscode default 1 18\n", + "3 2025-03-30 vscode default 1 4\n", + "4 2025-03-31 JetBrains default 5 19\n", + "5 2025-03-31 vscode default 3 30\n", + "6 2025-04-01 JetBrains default 3 7\n", + "7 2025-04-01 vscode default 3 88\n", + "8 2025-04-02 JetBrains default 4 7\n", + "9 2025-04-02 vscode default 4 91\n", + "10 2025-04-03 vscode default 6 224\n", + "11 2025-04-03 JetBrains default 2 5\n", + "12 2025-04-04 JetBrains default 2 11\n", + "13 2025-04-04 vscode default 5 119\n", + "14 2025-04-05 vscode default 1 4\n", + "15 2025-04-06 vscode default 1 2\n", + "16 2025-04-07 JetBrains default 3 18\n", + "17 2025-04-07 vscode default 4 116\n", + "18 2025-04-08 vscode default 6 190\n", + "19 2025-04-08 JetBrains default 2 15\n", + "20 2025-04-09 vscode default 8 240\n", + "21 2025-04-09 JetBrains default 3 33\n", + "22 2025-04-10 vscode default 6 116\n", + "23 2025-04-10 JetBrains default 3 15\n", + "24 2025-04-11 vscode default 8 174\n", + "25 2025-04-11 JetBrains default 2 16\n", + "26 2025-04-12 vscode default 1 3\n", + "27 2025-04-13 JetBrains default 2 4\n", + "28 2025-04-13 vscode default 1 28\n", + "29 2025-04-14 vscode default 9 160\n", + "30 2025-04-14 JetBrains default 1 10\n", + "31 2025-04-15 vscode default 8 312\n", + "32 2025-04-15 JetBrains default 4 35\n", + "33 2025-04-16 vscode default 8 177\n", + "34 2025-04-16 JetBrains default 3 20\n", + "35 2025-04-17 vscode default 5 71\n", + "36 2025-04-17 JetBrains default 2 2\n", + "37 2025-04-18 vscode default 3 28\n", + "38 2025-04-18 JetBrains default 2 21\n", + "39 2025-04-19 vscode default 1 20\n", + "40 2025-04-19 JetBrains default 1 1\n", + "41 2025-04-20 vscode default 1 8\n", + "42 2025-04-21 vscode default 3 76\n", + "43 2025-04-22 vscode default 7 206\n", + "44 2025-04-22 JetBrains default 3 8\n", + "45 2025-04-23 JetBrains default 3 17\n", + "46 2025-04-23 vscode default 8 209" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "# Create a DataFrame from the global metrics data and normalize nested JSON\n", "import pandas as pd\n", "import json\n", - "from pandas.io.json import json_normalize\n", + "from pandas import json_normalize\n", "\n", "# First flatten the nested copilot_ide_chat structure\n", "flattened_metrics = []\n", @@ -219,10 +6087,239 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 19, "id": "7969151f", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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datetotal_active_userstotal_engaged_users
02025-03-2864
12025-03-2911
22025-03-3011
32025-03-3199
42025-04-0187
52025-04-02109
62025-04-031110
72025-04-0488
82025-04-0522
92025-04-0611
102025-04-0777
112025-04-081111
122025-04-091212
132025-04-101010
142025-04-111311
152025-04-1211
162025-04-1333
172025-04-141212
182025-04-151412
192025-04-161212
202025-04-1799
212025-04-1844
222025-04-1933
232025-04-2011
242025-04-2133
252025-04-221211
262025-04-231212
\n", + "
" + ], + "text/plain": [ + " date total_active_users total_engaged_users\n", + "0 2025-03-28 6 4\n", + "1 2025-03-29 1 1\n", + "2 2025-03-30 1 1\n", + "3 2025-03-31 9 9\n", + "4 2025-04-01 8 7\n", + "5 2025-04-02 10 9\n", + "6 2025-04-03 11 10\n", + "7 2025-04-04 8 8\n", + "8 2025-04-05 2 2\n", + "9 2025-04-06 1 1\n", + "10 2025-04-07 7 7\n", + "11 2025-04-08 11 11\n", + "12 2025-04-09 12 12\n", + "13 2025-04-10 10 10\n", + "14 2025-04-11 13 11\n", + "15 2025-04-12 1 1\n", + "16 2025-04-13 3 3\n", + "17 2025-04-14 12 12\n", + "18 2025-04-15 14 12\n", + "19 2025-04-16 12 12\n", + "20 2025-04-17 9 9\n", + "21 2025-04-18 4 4\n", + "22 2025-04-19 3 3\n", + "23 2025-04-20 1 1\n", + "24 2025-04-21 3 3\n", + "25 2025-04-22 12 11\n", + "26 2025-04-23 12 12" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_active_user_metrics = copilot_exporter.adapt_metrics_active_users(global_metrics)\n", "adapted_active_user_metrics" @@ -230,10 +6327,64 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 20, "id": "5819545c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
extract_datetotaladded_this_cycleactive_this_cycleinactive_this_cycle
02025-04-24191172
\n", + "
" + ], + "text/plain": [ + " extract_date total added_this_cycle active_this_cycle \\\n", + "0 2025-04-24 19 1 17 \n", + "\n", + " inactive_this_cycle \n", + "0 2 " + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_billing_global = copilot_exporter.adapt_billing_global(billing_global)\n", "adapted_billing_global" @@ -241,10 +6392,668 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 21, "id": "cacfab47", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
0None2025-03-28vscodedefault31300
1None2025-03-28JetBrainsdefault1100
2None2025-03-29vscodedefault11801
3None2025-03-30vscodedefault1400
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6None2025-04-01JetBrainsdefault3788
7None2025-04-01vscodedefault388016
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9None2025-04-02vscodedefault491076
10None2025-04-03vscodedefault6224024
11None2025-04-03JetBrainsdefault2505
12None2025-04-04JetBrainsdefault21151
13None2025-04-04vscodedefault5119011
14None2025-04-05vscodedefault1401
15None2025-04-06vscodedefault1200
16None2025-04-07JetBrainsdefault31899
17None2025-04-07vscodedefault4116022
18None2025-04-08vscodedefault6190027
19None2025-04-08JetBrainsdefault21544
20None2025-04-09vscodedefault8240020
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22None2025-04-10vscodedefault6116032
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24None2025-04-11vscodedefault8174010
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27None2025-04-13JetBrainsdefault2423
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29None2025-04-14vscodedefault9160018
30None2025-04-14JetBrainsdefault1101010
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42None2025-04-21vscodedefault376013
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46None2025-04-23vscodedefault8209124
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" + ], + "text/plain": [ + " team date editor_name model_name total_engaged_users total_chat \\\n", + "0 None 2025-03-28 vscode default 3 13 \n", + "1 None 2025-03-28 JetBrains default 1 1 \n", + "2 None 2025-03-29 vscode default 1 18 \n", + "3 None 2025-03-30 vscode default 1 4 \n", + "4 None 2025-03-31 JetBrains default 5 19 \n", + "5 None 2025-03-31 vscode default 3 30 \n", + "6 None 2025-04-01 JetBrains default 3 7 \n", + "7 None 2025-04-01 vscode default 3 88 \n", + "8 None 2025-04-02 JetBrains default 4 7 \n", + "9 None 2025-04-02 vscode default 4 91 \n", + "10 None 2025-04-03 vscode default 6 224 \n", + "11 None 2025-04-03 JetBrains default 2 5 \n", + "12 None 2025-04-04 JetBrains default 2 11 \n", + "13 None 2025-04-04 vscode default 5 119 \n", + "14 None 2025-04-05 vscode default 1 4 \n", + "15 None 2025-04-06 vscode default 1 2 \n", + "16 None 2025-04-07 JetBrains default 3 18 \n", + "17 None 2025-04-07 vscode default 4 116 \n", + "18 None 2025-04-08 vscode default 6 190 \n", + "19 None 2025-04-08 JetBrains default 2 15 \n", + "20 None 2025-04-09 vscode default 8 240 \n", + "21 None 2025-04-09 JetBrains default 3 33 \n", + "22 None 2025-04-10 vscode default 6 116 \n", + "23 None 2025-04-10 JetBrains default 3 15 \n", + "24 None 2025-04-11 vscode default 8 174 \n", + "25 None 2025-04-11 JetBrains default 2 16 \n", + "26 None 2025-04-12 vscode default 1 3 \n", + "27 None 2025-04-13 JetBrains default 2 4 \n", + "28 None 2025-04-13 vscode default 1 28 \n", + "29 None 2025-04-14 vscode default 9 160 \n", + "30 None 2025-04-14 JetBrains default 1 10 \n", + "31 None 2025-04-15 vscode default 8 312 \n", + "32 None 2025-04-15 JetBrains default 4 35 \n", + "33 None 2025-04-16 vscode default 8 177 \n", + "34 None 2025-04-16 JetBrains default 3 20 \n", + "35 None 2025-04-17 vscode default 5 71 \n", + "36 None 2025-04-17 JetBrains default 2 2 \n", + "37 None 2025-04-18 vscode default 3 28 \n", + "38 None 2025-04-18 JetBrains default 2 21 \n", + "39 None 2025-04-19 vscode default 1 20 \n", + "40 None 2025-04-19 JetBrains default 1 1 \n", + "41 None 2025-04-20 vscode default 1 8 \n", + "42 None 2025-04-21 vscode default 3 76 \n", + "43 None 2025-04-22 vscode default 7 206 \n", + "44 None 2025-04-22 JetBrains default 3 8 \n", + "45 None 2025-04-23 JetBrains default 3 17 \n", + "46 None 2025-04-23 vscode default 8 209 \n", + "\n", + " total_chat_insertion_events total_chat_copy_events \n", + "0 0 0 \n", + "1 0 0 \n", + "2 0 1 \n", + "3 0 0 \n", + "4 1 1 \n", + "5 0 5 \n", + "6 8 8 \n", + "7 0 16 \n", + "8 1 4 \n", + "9 0 76 \n", + "10 0 24 \n", + "11 0 5 \n", + "12 5 1 \n", + "13 0 11 \n", + "14 0 1 \n", + "15 0 0 \n", + "16 9 9 \n", + "17 0 22 \n", + "18 0 27 \n", + "19 4 4 \n", + "20 0 20 \n", + "21 1 6 \n", + "22 0 32 \n", + "23 5 7 \n", + "24 0 10 \n", + "25 1 7 \n", + "26 0 0 \n", + "27 2 3 \n", + "28 0 2 \n", + "29 0 18 \n", + "30 10 10 \n", + "31 1 23 \n", + "32 31 31 \n", + "33 0 6 \n", + "34 18 18 \n", + "35 0 12 \n", + "36 0 0 \n", + "37 0 3 \n", + "38 19 19 \n", + "39 0 0 \n", + "40 0 0 \n", + "41 0 0 \n", + "42 0 13 \n", + "43 0 16 \n", + "44 9 11 \n", + "45 6 7 \n", + "46 1 24 " + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_global_metrics = copilot_exporter.adapt_metrics_chat_global(global_metrics)\n", "adapted_global_metrics\n" @@ -252,10 +7061,216 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 22, "id": "5d79faef", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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teamdateeditor_namemodel_namelanguagetotal_code_lines_suggestedtotal_code_lines_acceptedtotal_engaged_users
0None2025-03-28JetBrainsdefaultjava17702
1None2025-03-28JetBrainsdefaultcsharp257202
2None2025-03-28JetBrainsdefaulthtml102
3None2025-03-28vscodedefaultpython144221
4None2025-03-28vscodedefaultshellscript601
...........................
209None2025-04-23vscodedefaultpython102
210None2025-04-23JetBrainsdefaultjava316505
211None2025-04-23JetBrainsdefaultcsharp9941035
212None2025-04-23JetBrainsdefaultmarkdown115
213None2025-04-23JetBrainsdefaultxml505
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214 rows × 8 columns

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" + ], + "text/plain": [ + " team date editor_name model_name language \\\n", + "0 None 2025-03-28 JetBrains default java \n", + "1 None 2025-03-28 JetBrains default csharp \n", + "2 None 2025-03-28 JetBrains default html \n", + "3 None 2025-03-28 vscode default python \n", + "4 None 2025-03-28 vscode default shellscript \n", + ".. ... ... ... ... ... \n", + "209 None 2025-04-23 vscode default python \n", + "210 None 2025-04-23 JetBrains default java \n", + "211 None 2025-04-23 JetBrains default csharp \n", + "212 None 2025-04-23 JetBrains default markdown \n", + "213 None 2025-04-23 JetBrains default xml \n", + "\n", + " total_code_lines_suggested total_code_lines_accepted \\\n", + "0 177 0 \n", + "1 257 20 \n", + "2 1 0 \n", + "3 144 22 \n", + "4 6 0 \n", + ".. ... ... \n", + "209 1 0 \n", + "210 316 50 \n", + "211 994 103 \n", + "212 1 1 \n", + "213 5 0 \n", + "\n", + " total_engaged_users \n", + "0 2 \n", + "1 2 \n", + "2 2 \n", + "3 1 \n", + "4 1 \n", + ".. ... \n", + "209 2 \n", + "210 5 \n", + "211 5 \n", + "212 5 \n", + "213 5 \n", + "\n", + "[214 rows x 8 columns]" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "adapted_metrics_completion_global = copilot_exporter.adapt_metrics_completions_global(global_metrics)\n", "adapted_metrics_completion_global\n" @@ -263,7 +7278,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 23, "id": "aedf5e9f", "metadata": {}, "outputs": [], @@ -274,10 +7289,55 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "id": "532771c2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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extract_dateaverage_active_users
02025-04-247
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" + ], + "text/plain": [ + " extract_date average_active_users\n", + "0 2025-04-24 7" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "transformed_metrics_average_active_users = copilot_transformer.transform_average_active_users(transformed_metrics_active_users['total_active_users'])\n", "transformed_metrics_average_active_users" @@ -285,7 +7345,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "id": "9ae35ecf", "metadata": {}, "outputs": [], @@ -296,10 +7356,611 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "id": "c93a2a97", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Chat Metrics per Team:\n" + ] + }, + { + "data": { + "text/html": [ + "
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teamdatetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
0equipe-developpement-12025-03-2821002.0000000.000000
1equipe-developpement-12025-03-3172003.5000000.000000
2equipe-developpement-12025-04-0131123.0000001.000000
3equipe-developpement-12025-04-0221212.0000001.500000
4equipe-developpement-12025-04-03133104.3333330.076923
5equipe-developpement-12025-04-0452002.5000000.000000
6equipe-developpement-12025-04-0772773.5000002.000000
7equipe-developpement-12025-04-081014010.0000000.400000
8equipe-developpement-12025-04-09113303.6666670.272727
9equipe-developpement-12025-04-102320011.5000000.000000
10equipe-developpement-12025-04-1192004.5000000.000000
11equipe-developpement-12025-04-1412100.5000001.000000
12equipe-developpement-12025-04-1572133.5000000.571429
13equipe-developpement-12025-04-16344788.5000000.441176
14equipe-developpement-12025-04-1712200.5000002.000000
15equipe-developpement-12025-04-18121151912.0000002.833333
16equipe-developpement-12025-04-22162518.0000000.375000
17equipe-developpement-12025-04-23265115.2000000.076923
18equipe-github2025-03-28144003.5000000.000000
19equipe-github2025-03-3041004.0000000.000000
20equipe-github2025-03-31255205.0000000.080000
21equipe-github2025-04-0166315622.0000000.318182
22equipe-github2025-04-0259544011.8000000.745763
23equipe-github2025-04-03185622030.8333330.118919
24equipe-github2025-04-04101410525.2500000.148515
25equipe-github2025-04-07105517221.0000000.180952
26equipe-github2025-04-08118416429.5000000.169492
27equipe-github2025-04-09198618133.0000000.095960
28equipe-github2025-04-1082539516.4000000.536585
29equipe-github2025-04-11146717120.8571430.123288
30equipe-github2025-04-1311001.0000000.000000
31equipe-github2025-04-1494515018.8000000.159574
32equipe-github2025-04-152247302232.0000000.232143
33equipe-github2025-04-1615266125.3333330.046053
34equipe-github2025-04-176439021.3333330.140625
35equipe-github2025-04-1821002.0000000.000000
36equipe-github2025-04-2168213034.0000000.191176
37equipe-github2025-04-22182620830.3333330.153846
38equipe-github2025-04-23177623729.5000000.169492
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teamdatelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
0equipe-developpement-12025-03-28csharp101490.067114
1equipe-developpement-12025-03-28typescriptreact010.000000
2equipe-developpement-12025-03-31csharp1625720.283217
3equipe-developpement-12025-03-31java381310.290076
4equipe-developpement-12025-04-01csharp988970.109253
.....................
188equipe-github2025-04-23ruby020.000000
189equipe-github2025-04-23shellscript1130.076923
190equipe-github2025-04-23sql030.000000
191equipe-github2025-04-23xml070.000000
192equipe-github2025-04-23yaml0120.000000
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193 rows × 6 columns

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" + ], + "text/plain": [ + " team date language \\\n", + "0 equipe-developpement-1 2025-03-28 csharp \n", + "1 equipe-developpement-1 2025-03-28 typescriptreact \n", + "2 equipe-developpement-1 2025-03-31 csharp \n", + "3 equipe-developpement-1 2025-03-31 java \n", + "4 equipe-developpement-1 2025-04-01 csharp \n", + ".. ... ... ... \n", + "188 equipe-github 2025-04-23 ruby \n", + "189 equipe-github 2025-04-23 shellscript \n", + "190 equipe-github 2025-04-23 sql \n", + "191 equipe-github 2025-04-23 xml \n", + "192 equipe-github 2025-04-23 yaml \n", + "\n", + " total_code_lines_accepted total_code_lines_suggested \\\n", + "0 10 149 \n", + "1 0 1 \n", + "2 162 572 \n", + "3 38 131 \n", + "4 98 897 \n", + ".. ... ... \n", + "188 0 2 \n", + "189 1 13 \n", + "190 0 3 \n", + "191 0 7 \n", + "192 0 12 \n", + "\n", + " completion_acceptance_rate \n", + "0 0.067114 \n", + "1 0.000000 \n", + "2 0.283217 \n", + "3 0.290076 \n", + "4 0.109253 \n", + ".. ... \n", + "188 0.000000 \n", + "189 0.076923 \n", + "190 0.000000 \n", + "191 0.000000 \n", + "192 0.000000 \n", + "\n", + "[193 rows x 6 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_completion_metrics = copilot_transformer.transform_completion_metrics_team(adapted_metrics_completition_per_team)\n", "print(\"Transformed Completion Metrics per Team:\")\n", @@ -320,10 +8169,386 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "id": "1bf10b74", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Global Chat Metrics:\n" + ] + }, + { + "data": { + "text/html": [ + "
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datetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
02025-03-28144003.5000000.000000
12025-03-291811018.0000000.055556
22025-03-3041004.0000000.000000
32025-03-31498616.1250000.142857
42025-04-0195624815.8333330.336842
52025-04-0298880112.2500000.826531
62025-04-03229829028.6250000.126638
72025-04-04130712518.5714290.130769
82025-04-0541104.0000000.250000
92025-04-0621002.0000000.000000
102025-04-07134731919.1428570.298507
112025-04-08205831425.6250000.170732
122025-04-092731126124.8181820.098901
132025-04-10131939514.5555560.335878
142025-04-111901017119.0000000.094737
152025-04-1231003.0000000.000000
162025-04-133235210.6666670.218750
172025-04-1417010281017.0000000.223529
182025-04-1534712543228.9166670.247839
192025-04-1619711241817.9090910.213198
202025-04-1773712010.4285710.164384
212025-04-1849522199.8000000.836735
222025-04-192120010.5000000.000000
232025-04-2081008.0000000.000000
242025-04-2176313025.3333330.171053
252025-04-222141027921.4000000.168224
262025-04-232261131720.5454550.168142
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" + ], + "text/plain": [ + " date total_chat total_engaged_users total_chat_copy_events \\\n", + "0 2025-03-28 14 4 0 \n", + "1 2025-03-29 18 1 1 \n", + "2 2025-03-30 4 1 0 \n", + "3 2025-03-31 49 8 6 \n", + "4 2025-04-01 95 6 24 \n", + "5 2025-04-02 98 8 80 \n", + "6 2025-04-03 229 8 29 \n", + "7 2025-04-04 130 7 12 \n", + "8 2025-04-05 4 1 1 \n", + "9 2025-04-06 2 1 0 \n", + "10 2025-04-07 134 7 31 \n", + "11 2025-04-08 205 8 31 \n", + "12 2025-04-09 273 11 26 \n", + "13 2025-04-10 131 9 39 \n", + "14 2025-04-11 190 10 17 \n", + "15 2025-04-12 3 1 0 \n", + "16 2025-04-13 32 3 5 \n", + "17 2025-04-14 170 10 28 \n", + "18 2025-04-15 347 12 54 \n", + "19 2025-04-16 197 11 24 \n", + "20 2025-04-17 73 7 12 \n", + "21 2025-04-18 49 5 22 \n", + "22 2025-04-19 21 2 0 \n", + "23 2025-04-20 8 1 0 \n", + "24 2025-04-21 76 3 13 \n", + "25 2025-04-22 214 10 27 \n", + "26 2025-04-23 226 11 31 \n", + "\n", + " total_chat_insertion_events chat_per_user chat_acceptance_rate \n", + "0 0 3.500000 0.000000 \n", + "1 0 18.000000 0.055556 \n", + "2 0 4.000000 0.000000 \n", + "3 1 6.125000 0.142857 \n", + "4 8 15.833333 0.336842 \n", + "5 1 12.250000 0.826531 \n", + "6 0 28.625000 0.126638 \n", + "7 5 18.571429 0.130769 \n", + "8 0 4.000000 0.250000 \n", + "9 0 2.000000 0.000000 \n", + "10 9 19.142857 0.298507 \n", + "11 4 25.625000 0.170732 \n", + "12 1 24.818182 0.098901 \n", + "13 5 14.555556 0.335878 \n", + "14 1 19.000000 0.094737 \n", + "15 0 3.000000 0.000000 \n", + "16 2 10.666667 0.218750 \n", + "17 10 17.000000 0.223529 \n", + "18 32 28.916667 0.247839 \n", + "19 18 17.909091 0.213198 \n", + "20 0 10.428571 0.164384 \n", + "21 19 9.800000 0.836735 \n", + "22 0 10.500000 0.000000 \n", + "23 0 8.000000 0.000000 \n", + "24 0 25.333333 0.171053 \n", + "25 9 21.400000 0.168224 \n", + "26 7 20.545455 0.168142 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_global_chat = copilot_transformer.transform_chat_metrics_global(adapted_global_metrics)\n", "print(\"Transformed Global Chat Metrics:\")\n", @@ -332,10 +8557,173 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 29, "id": "1639a01c", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Transformed Global Completion Metrics:\n" + ] + }, + { + "data": { + "text/html": [ + "
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datelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
02025-03-28csharp202570.077821
12025-03-28html010.000000
22025-03-28java01770.000000
32025-03-28python221440.152778
42025-03-28shellscript060.000000
..................
1912025-04-23shellscript1130.076923
1922025-04-23sql030.000000
1932025-04-23terraform0130.000000
1942025-04-23xml070.000000
1952025-04-23yaml2200.100000
\n", + "

196 rows × 5 columns

\n", + "
" + ], + "text/plain": [ + " date language total_code_lines_accepted \\\n", + "0 2025-03-28 csharp 20 \n", + "1 2025-03-28 html 0 \n", + "2 2025-03-28 java 0 \n", + "3 2025-03-28 python 22 \n", + "4 2025-03-28 shellscript 0 \n", + ".. ... ... ... \n", + "191 2025-04-23 shellscript 1 \n", + "192 2025-04-23 sql 0 \n", + "193 2025-04-23 terraform 0 \n", + "194 2025-04-23 xml 0 \n", + "195 2025-04-23 yaml 2 \n", + "\n", + " total_code_lines_suggested completion_acceptance_rate \n", + "0 257 0.077821 \n", + "1 1 0.000000 \n", + "2 177 0.000000 \n", + "3 144 0.152778 \n", + "4 6 0.000000 \n", + ".. ... ... \n", + "191 13 0.076923 \n", + "192 3 0.000000 \n", + "193 13 0.000000 \n", + "194 7 0.000000 \n", + "195 20 0.100000 \n", + "\n", + "[196 rows x 5 columns]" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "transformed_global_completion = copilot_transformer.transform_completion_metrics_global(adapted_metrics_completion_global)\n", "print(\"Transformed Global Completion Metrics:\")\n", @@ -344,10 +8732,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "id": "962c26ed", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CSV file copilot_metrics_active_users.csv created\n", + "CSV file copilot_metrics_average_active_users.csv created\n", + "CSV file copilot_metrics_billing_global.csv created\n", + "CSV file copilot_metrics_chat_global.csv created\n", + "CSV file copilot_metrics_chat_team.csv created\n", + "CSV file copilot_metrics_completion_global.csv created\n", + "CSV file copilot_metrics_completion_team.csv created\n" + ] + } + ], "source": [ "transformed_data = {\n", " \"metrics_active_users\" : transformed_metrics_active_users,\n", @@ -364,10 +8766,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 31, "id": "bc862fcd", "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", @@ -437,10 +8850,22 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 32, "id": "a8d482c2", "metadata": {}, - "outputs": [], + "outputs": [ + { + "ename": "AttributeError", + "evalue": "'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'", + "output_type": "error", + "traceback": [ + "\u001b[31m---------------------------------------------------------------------------\u001b[39m", + "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", + "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[32]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m daily_active_users = \u001b[43mcopilot_exporter\u001b[49m\u001b[43m.\u001b[49m\u001b[43mextract_daily_active_users\u001b[49m()\n\u001b[32m 2\u001b[39m new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n\u001b[32m 4\u001b[39m df_daily_active_users = copilot_exporter.adapt_daily_active_users(daily_active_users)\n", + "\u001b[31mAttributeError\u001b[39m: 'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'" + ] + } + ], "source": [ "daily_active_users = copilot_exporter.extract_daily_active_users()\n", "new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n", @@ -595,7 +9020,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.13.0" + "version": "3.11.9" } }, "nbformat": 4, From d2e9d4e1ce137d2f0f2f60777548f69baa0a1a12 Mon Sep 17 00:00:00 2001 From: Julien D Date: Mon, 28 Apr 2025 14:48:11 -0400 Subject: [PATCH 9/9] Clean data in jupyter notebook --- notebooks/debug_copilot_usage.ipynb | 8507 +-------------------------- 1 file changed, 41 insertions(+), 8466 deletions(-) diff --git a/notebooks/debug_copilot_usage.ipynb b/notebooks/debug_copilot_usage.ipynb index 19db1fd..bab465f 100644 --- a/notebooks/debug_copilot_usage.ipynb +++ b/notebooks/debug_copilot_usage.ipynb @@ -11,7 +11,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": { "tags": [] }, @@ -98,22 +98,10 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "id": "4a3b7ec2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Teams found:\n", - "- Équipe développement 1 (slug: equipe-developpement-1)\n", - "- Équipe GitHub (slug: equipe-github)\n", - "- go-squad (slug: go-squad)\n" - ] - } - ], + "outputs": [], "source": [ "# Cell 2 - Code\n", "# First get the teams\n", @@ -125,2651 +113,10 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "id": "789dd3ac", "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "2025-04-24 15:10:06,193 - src.extractor.github_copilot_exporter - WARNING - No Copilot metrics found for team go-squad\n" - ] - }, - { - "data": { - "text/plain": [ - "{'equipe-developpement-1': [{'date': '2025-03-28',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 2,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 2,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 2,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 9,\n", - " 'total_code_suggestions': 54,\n", - " 'total_code_lines_accepted': 10,\n", - " 'total_code_lines_suggested': 149}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'typescriptreact',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False}],\n", - " 'total_engaged_users': 0}],\n", - " 'languages': [{'name': 'csharp', 'total_engaged_users': 1},\n", - 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" {'name': 'csharp', 'total_engaged_users': 1},\n", - " {'name': 'markdown', 'total_engaged_users': 1},\n", - " {'name': 'xml', 'total_engaged_users': 0},\n", - " {'name': 'javascript', 'total_engaged_users': 0},\n", - " {'name': 'shellscript', 'total_engaged_users': 1},\n", - " {'name': 'jsonc', 'total_engaged_users': 0},\n", - " {'name': 'ignore', 'total_engaged_users': 0},\n", - " {'name': 'ruby', 'total_engaged_users': 0},\n", - " {'name': 'python', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 4}}]}" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# Cell 3 - Code\n", "# Get metrics for each team\n", @@ -2779,216 +126,10 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "id": "467cf933", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - " team date editor_name model_name \\\n", - "0 equipe-developpement-1 2025-03-28 JetBrains default \n", - "1 equipe-developpement-1 2025-03-28 vscode default \n", - "2 equipe-developpement-1 2025-03-31 JetBrains default \n", - "3 equipe-developpement-1 2025-03-31 JetBrains default \n", - "4 equipe-developpement-1 2025-04-01 JetBrains default \n", - ".. ... ... ... ... \n", - "203 equipe-github 2025-04-23 vscode default \n", - "204 equipe-github 2025-04-23 JetBrains default \n", - "205 equipe-github 2025-04-23 JetBrains default \n", - "206 equipe-github 2025-04-23 JetBrains default \n", - "207 equipe-github 2025-04-23 JetBrains default \n", - "\n", - " language total_code_lines_suggested total_code_lines_accepted \\\n", - "0 csharp 149 10 \n", - "1 typescriptreact 1 0 \n", - "2 csharp 572 162 \n", - "3 java 131 38 \n", - "4 ini 5 0 \n", - ".. ... ... ... \n", - "203 python 1 0 \n", - "204 java 151 33 \n", - "205 csharp 9 4 \n", - "206 markdown 1 1 \n", - "207 xml 5 0 \n", - "\n", - " total_engaged_users \n", - "0 1 \n", - "1 0 \n", - "2 3 \n", - "3 3 \n", - "4 2 \n", - ".. ... \n", - "203 1 \n", - "204 3 \n", - "205 3 \n", - "206 3 \n", - "207 3 \n", - "\n", - "[208 rows x 8 columns]" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_metrics_completition_per_team = copilot_exporter.adapt_metrics_completions_team(metrics_per_team)\n", "adapted_metrics_completition_per_team" @@ -3213,2327 +148,10 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": null, "id": "c408de27", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[{'date': '2025-03-28',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 13,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 1,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 3},\n", - " 'total_active_users': 6,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 4,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 17,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 177},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 17,\n", - " 'total_code_suggestions': 87,\n", - " 'total_code_lines_accepted': 20,\n", - " 'total_code_lines_suggested': 257},\n", - " {'name': 'html',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'python',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 15,\n", - " 'total_code_suggestions': 70,\n", - " 'total_code_lines_accepted': 22,\n", - " 'total_code_lines_suggested': 144},\n", - " {'name': 'shellscript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 6},\n", - " {'name': 'typescriptreact',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'csharp', 'total_engaged_users': 2},\n", - " {'name': 'python', 'total_engaged_users': 1},\n", - " {'name': 'java', 'total_engaged_users': 0},\n", - " {'name': 'shellscript', 'total_engaged_users': 0},\n", - " {'name': 'typescriptreact', 'total_engaged_users': 0},\n", - " {'name': 'html', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 3}},\n", - " {'date': '2025-03-29',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 18,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 1,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False}],\n", - " 'total_engaged_users': 0}],\n", - " 'languages': [{'name': 'yaml', 'total_engaged_users': 0},\n", - " {'name': 'terraform', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 0}},\n", - " {'date': '2025-03-30',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 4,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1,\n", - " 'total_chat_copy_events': 0,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1},\n", - " 'total_active_users': 1,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 1,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 4,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 7}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}],\n", - " 'languages': [{'name': 'java', 'total_engaged_users': 1}],\n", - " 'total_engaged_users': 1}},\n", - " {'date': '2025-03-31',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 19,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 5,\n", - " 'total_chat_copy_events': 1,\n", - " 'total_chat_insertion_events': 1}],\n", - " 'total_engaged_users': 5},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 30,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 5,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 8},\n", - " 'total_active_users': 9,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 9,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - 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" {'name': 'python',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'ignore',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1},\n", - " {'name': 'sql',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 3,\n", - " 'total_code_suggestions': 22,\n", - " 'total_code_lines_accepted': 3,\n", - " 'total_code_lines_suggested': 33},\n", - " {'name': 'shellscript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2}],\n", - " 'languages': [{'name': 'java', 'total_engaged_users': 2},\n", - 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" 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 6},\n", - " 'total_active_users': 8,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 7,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 9,\n", - " 'total_code_suggestions': 40,\n", - " 'total_code_lines_accepted': 9,\n", - " 'total_code_lines_suggested': 70},\n", - " {'name': 'html',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 2,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 2,\n", - " 'total_code_lines_suggested': 4},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 41,\n", - " 'total_code_suggestions': 143,\n", - " 'total_code_lines_accepted': 98,\n", - " 'total_code_lines_suggested': 924},\n", - " {'name': 'ini',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 18,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 22},\n", - " {'name': 'python',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 9,\n", - " 'total_code_suggestions': 29,\n", - " 'total_code_lines_accepted': 3,\n", - " 'total_code_lines_suggested': 50},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 4,\n", - 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" 'total_chats': 7,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 4,\n", - " 'total_chat_copy_events': 4,\n", - " 'total_chat_insertion_events': 1}],\n", - " 'total_engaged_users': 4},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 91,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 4,\n", - " 'total_chat_copy_events': 76,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 4}],\n", - " 'total_engaged_users': 8},\n", - " 'total_active_users': 10,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 9,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'yaml',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 2,\n", - " 'total_code_suggestions': 17,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 17},\n", - " {'name': 'cmake',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 3,\n", - " 'total_code_suggestions': 15,\n", - " 'total_code_lines_accepted': 3,\n", - " 'total_code_lines_suggested': 18},\n", - " {'name': 'unknown',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 2,\n", - " 'total_code_suggestions': 14,\n", - " 'total_code_lines_accepted': 2,\n", - " 'total_code_lines_suggested': 17},\n", - " {'name': 'cpp',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 8,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 16},\n", - " {'name': 'groovy',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 80,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 96},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - 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" 'total_engaged_users': 3}],\n", - " 'total_engaged_users': 3}],\n", - " 'languages': [{'name': 'unknown', 'total_engaged_users': 1},\n", - " {'name': 'csharp', 'total_engaged_users': 2},\n", - " {'name': 'java', 'total_engaged_users': 1},\n", - " {'name': 'yaml', 'total_engaged_users': 2},\n", - " {'name': 'groovy', 'total_engaged_users': 0},\n", - " {'name': 'terraform', 'total_engaged_users': 0},\n", - " {'name': 'cmake', 'total_engaged_users': 1},\n", - " {'name': 'cpp', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 5}},\n", - " {'date': '2025-04-03',\n", - " 'copilot_ide_chat': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 224,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 6,\n", - " 'total_chat_copy_events': 24,\n", - " 'total_chat_insertion_events': 0}],\n", - " 'total_engaged_users': 6},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 5,\n", - " 'is_custom_model': False,\n", - 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" 'copilot_ide_chat': {'editors': [{'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 17,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 3,\n", - " 'total_chat_copy_events': 7,\n", - " 'total_chat_insertion_events': 6}],\n", - " 'total_engaged_users': 3},\n", - " {'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'total_chats': 209,\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 8,\n", - " 'total_chat_copy_events': 24,\n", - " 'total_chat_insertion_events': 1}],\n", - " 'total_engaged_users': 8}],\n", - " 'total_engaged_users': 10},\n", - " 'total_active_users': 12,\n", - " 'copilot_dotcom_chat': {'total_engaged_users': 0},\n", - " 'total_engaged_users': 12,\n", - " 'copilot_dotcom_pull_requests': {'total_engaged_users': 0},\n", - " 'copilot_ide_code_completions': {'editors': [{'name': 'vscode',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'sql',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 3},\n", - " {'name': 'bat',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 4,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 4},\n", - " {'name': 'yaml',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 15,\n", - " 'total_code_lines_accepted': 2,\n", - " 'total_code_lines_suggested': 20},\n", - " {'name': 'coffeescript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 4},\n", - " {'name': 'terraform',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 10,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 13},\n", - " {'name': 'javascript',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 2},\n", - " {'name': 'shellscript',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 12,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 13},\n", - " {'name': 'jsonc',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 3,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 7},\n", - " {'name': 'ignore',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 2},\n", - " {'name': 'markdown',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 2},\n", - " {'name': 'ruby',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 2},\n", - " {'name': 'xml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 2,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 2},\n", - " {'name': 'python',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 1}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 2}],\n", - " 'total_engaged_users': 2},\n", - " {'name': 'JetBrains',\n", - " 'models': [{'name': 'default',\n", - " 'languages': [{'name': 'java',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 27,\n", - " 'total_code_suggestions': 95,\n", - " 'total_code_lines_accepted': 50,\n", - " 'total_code_lines_suggested': 316},\n", - " {'name': 'csharp',\n", - " 'total_engaged_users': 2,\n", - " 'total_code_acceptances': 56,\n", - " 'total_code_suggestions': 203,\n", - " 'total_code_lines_accepted': 103,\n", - " 'total_code_lines_suggested': 994},\n", - " {'name': 'markdown',\n", - " 'total_engaged_users': 1,\n", - " 'total_code_acceptances': 1,\n", - " 'total_code_suggestions': 1,\n", - " 'total_code_lines_accepted': 1,\n", - " 'total_code_lines_suggested': 1},\n", - " {'name': 'xml',\n", - " 'total_engaged_users': 0,\n", - " 'total_code_acceptances': 0,\n", - " 'total_code_suggestions': 5,\n", - " 'total_code_lines_accepted': 0,\n", - " 'total_code_lines_suggested': 5}],\n", - " 'is_custom_model': False,\n", - " 'total_engaged_users': 5}],\n", - " 'total_engaged_users': 5}],\n", - " 'languages': [{'name': 'sql', 'total_engaged_users': 0},\n", - " {'name': 'bat', 'total_engaged_users': 0},\n", - " {'name': 'java', 'total_engaged_users': 2},\n", - " {'name': 'csharp', 'total_engaged_users': 2},\n", - " {'name': 'yaml', 'total_engaged_users': 1},\n", - " {'name': 'coffeescript', 'total_engaged_users': 0},\n", - " {'name': 'markdown', 'total_engaged_users': 1},\n", - " {'name': 'terraform', 'total_engaged_users': 0},\n", - " {'name': 'xml', 'total_engaged_users': 0},\n", - " {'name': 'javascript', 'total_engaged_users': 0},\n", - " {'name': 'shellscript', 'total_engaged_users': 1},\n", - " {'name': 'jsonc', 'total_engaged_users': 0},\n", - " {'name': 'ignore', 'total_engaged_users': 0},\n", - " {'name': 'ruby', 'total_engaged_users': 0},\n", - " {'name': 'python', 'total_engaged_users': 0}],\n", - " 'total_engaged_users': 7}}]" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "global_metrics = copilot_exporter.extract_metrics_global()\n", "global_metrics" @@ -5541,32 +159,10 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": null, "id": "c74dac05", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'billing_information': {'seat_breakdown': {'pending_invitation': 0,\n", - " 'pending_cancellation': 0,\n", - " 'added_this_cycle': 1,\n", - " 'total': 19,\n", - " 'active_this_cycle': 17,\n", - " 'inactive_this_cycle': 2},\n", - " 'seat_management_setting': 'assign_selected',\n", - " 'plan_type': 'enterprise',\n", - " 'public_code_suggestions': 'allow',\n", - " 'ide_chat': 'enabled',\n", - " 'cli': 'enabled',\n", - " 'platform_chat': 'enabled'}}" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "billing_global = copilot_exporter.extract_billing()\n", "billing_global" @@ -5574,474 +170,10 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "a49d9a4b", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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dateeditor_namemodel_nametotal_engaged_userstotal_chats
02025-03-28vscodedefault313
12025-03-28JetBrainsdefault11
22025-03-29vscodedefault118
32025-03-30vscodedefault14
42025-03-31JetBrainsdefault519
52025-03-31vscodedefault330
62025-04-01JetBrainsdefault37
72025-04-01vscodedefault388
82025-04-02JetBrainsdefault47
92025-04-02vscodedefault491
102025-04-03vscodedefault6224
112025-04-03JetBrainsdefault25
122025-04-04JetBrainsdefault211
132025-04-04vscodedefault5119
142025-04-05vscodedefault14
152025-04-06vscodedefault12
162025-04-07JetBrainsdefault318
172025-04-07vscodedefault4116
182025-04-08vscodedefault6190
192025-04-08JetBrainsdefault215
202025-04-09vscodedefault8240
212025-04-09JetBrainsdefault333
222025-04-10vscodedefault6116
232025-04-10JetBrainsdefault315
242025-04-11vscodedefault8174
252025-04-11JetBrainsdefault216
262025-04-12vscodedefault13
272025-04-13JetBrainsdefault24
282025-04-13vscodedefault128
292025-04-14vscodedefault9160
302025-04-14JetBrainsdefault110
312025-04-15vscodedefault8312
322025-04-15JetBrainsdefault435
332025-04-16vscodedefault8177
342025-04-16JetBrainsdefault320
352025-04-17vscodedefault571
362025-04-17JetBrainsdefault22
372025-04-18vscodedefault328
382025-04-18JetBrainsdefault221
392025-04-19vscodedefault120
402025-04-19JetBrainsdefault11
412025-04-20vscodedefault18
422025-04-21vscodedefault376
432025-04-22vscodedefault7206
442025-04-22JetBrainsdefault38
452025-04-23JetBrainsdefault317
462025-04-23vscodedefault8209
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" - ], - "text/plain": [ - " date editor_name model_name total_engaged_users total_chats\n", - "0 2025-03-28 vscode default 3 13\n", - "1 2025-03-28 JetBrains default 1 1\n", - "2 2025-03-29 vscode default 1 18\n", - "3 2025-03-30 vscode default 1 4\n", - "4 2025-03-31 JetBrains default 5 19\n", - "5 2025-03-31 vscode default 3 30\n", - "6 2025-04-01 JetBrains default 3 7\n", - "7 2025-04-01 vscode default 3 88\n", - "8 2025-04-02 JetBrains default 4 7\n", - "9 2025-04-02 vscode default 4 91\n", - "10 2025-04-03 vscode default 6 224\n", - "11 2025-04-03 JetBrains default 2 5\n", - "12 2025-04-04 JetBrains default 2 11\n", - "13 2025-04-04 vscode default 5 119\n", - "14 2025-04-05 vscode default 1 4\n", - "15 2025-04-06 vscode default 1 2\n", - "16 2025-04-07 JetBrains default 3 18\n", - "17 2025-04-07 vscode default 4 116\n", - "18 2025-04-08 vscode default 6 190\n", - "19 2025-04-08 JetBrains default 2 15\n", - "20 2025-04-09 vscode default 8 240\n", - "21 2025-04-09 JetBrains default 3 33\n", - "22 2025-04-10 vscode default 6 116\n", - "23 2025-04-10 JetBrains default 3 15\n", - "24 2025-04-11 vscode default 8 174\n", - "25 2025-04-11 JetBrains default 2 16\n", - "26 2025-04-12 vscode default 1 3\n", - "27 2025-04-13 JetBrains default 2 4\n", - "28 2025-04-13 vscode default 1 28\n", - "29 2025-04-14 vscode default 9 160\n", - "30 2025-04-14 JetBrains default 1 10\n", - "31 2025-04-15 vscode default 8 312\n", - "32 2025-04-15 JetBrains default 4 35\n", - "33 2025-04-16 vscode default 8 177\n", - "34 2025-04-16 JetBrains default 3 20\n", - "35 2025-04-17 vscode default 5 71\n", - "36 2025-04-17 JetBrains default 2 2\n", - "37 2025-04-18 vscode default 3 28\n", - "38 2025-04-18 JetBrains default 2 21\n", - "39 2025-04-19 vscode default 1 20\n", - "40 2025-04-19 JetBrains default 1 1\n", - "41 2025-04-20 vscode default 1 8\n", - "42 2025-04-21 vscode default 3 76\n", - "43 2025-04-22 vscode default 7 206\n", - "44 2025-04-22 JetBrains default 3 8\n", - "45 2025-04-23 JetBrains default 3 17\n", - "46 2025-04-23 vscode default 8 209" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# Create a DataFrame from the global metrics data and normalize nested JSON\n", "import pandas as pd\n", @@ -6087,239 +219,10 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "7969151f", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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datetotal_active_userstotal_engaged_users
02025-03-2864
12025-03-2911
22025-03-3011
32025-03-3199
42025-04-0187
52025-04-02109
62025-04-031110
72025-04-0488
82025-04-0522
92025-04-0611
102025-04-0777
112025-04-081111
122025-04-091212
132025-04-101010
142025-04-111311
152025-04-1211
162025-04-1333
172025-04-141212
182025-04-151412
192025-04-161212
202025-04-1799
212025-04-1844
222025-04-1933
232025-04-2011
242025-04-2133
252025-04-221211
262025-04-231212
\n", - "
" - ], - "text/plain": [ - " date total_active_users total_engaged_users\n", - "0 2025-03-28 6 4\n", - "1 2025-03-29 1 1\n", - "2 2025-03-30 1 1\n", - "3 2025-03-31 9 9\n", - "4 2025-04-01 8 7\n", - "5 2025-04-02 10 9\n", - "6 2025-04-03 11 10\n", - "7 2025-04-04 8 8\n", - "8 2025-04-05 2 2\n", - "9 2025-04-06 1 1\n", - "10 2025-04-07 7 7\n", - "11 2025-04-08 11 11\n", - "12 2025-04-09 12 12\n", - "13 2025-04-10 10 10\n", - "14 2025-04-11 13 11\n", - "15 2025-04-12 1 1\n", - "16 2025-04-13 3 3\n", - "17 2025-04-14 12 12\n", - "18 2025-04-15 14 12\n", - "19 2025-04-16 12 12\n", - "20 2025-04-17 9 9\n", - "21 2025-04-18 4 4\n", - "22 2025-04-19 3 3\n", - "23 2025-04-20 1 1\n", - "24 2025-04-21 3 3\n", - "25 2025-04-22 12 11\n", - "26 2025-04-23 12 12" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_active_user_metrics = copilot_exporter.adapt_metrics_active_users(global_metrics)\n", "adapted_active_user_metrics" @@ -6327,64 +230,10 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "5819545c", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
extract_datetotaladded_this_cycleactive_this_cycleinactive_this_cycle
02025-04-24191172
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" - ], - "text/plain": [ - " extract_date total added_this_cycle active_this_cycle \\\n", - "0 2025-04-24 19 1 17 \n", - "\n", - " inactive_this_cycle \n", - "0 2 " - ] - }, - "execution_count": 20, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "adapted_billing_global = copilot_exporter.adapt_billing_global(billing_global)\n", "adapted_billing_global" @@ -6392,668 +241,10 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "cacfab47", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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teamdateeditor_namemodel_nametotal_engaged_userstotal_chattotal_chat_insertion_eventstotal_chat_copy_events
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1None2025-03-28JetBrainsdefault1100
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24None2025-04-11vscodedefault8174010
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27None2025-04-13JetBrainsdefault2423
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teamdateeditor_namemodel_namelanguagetotal_code_lines_suggestedtotal_code_lines_acceptedtotal_engaged_users
0None2025-03-28JetBrainsdefaultjava17702
1None2025-03-28JetBrainsdefaultcsharp257202
2None2025-03-28JetBrainsdefaulthtml102
3None2025-03-28vscodedefaultpython144221
4None2025-03-28vscodedefaultshellscript601
...........................
209None2025-04-23vscodedefaultpython102
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213None2025-04-23JetBrainsdefaultxml505
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214 rows × 8 columns

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extract_dateaverage_active_users
02025-04-247
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" - ], - "text/plain": [ - " extract_date average_active_users\n", - "0 2025-04-24 7" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "transformed_metrics_average_active_users = copilot_transformer.transform_average_active_users(transformed_metrics_active_users['total_active_users'])\n", "transformed_metrics_average_active_users" @@ -7345,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 25, + "execution_count": null, "id": "9ae35ecf", "metadata": {}, "outputs": [], @@ -7356,611 +296,10 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "c93a2a97", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transformed Chat Metrics per Team:\n" - ] - }, - { - "data": { - "text/html": [ - "
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teamdatetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
0equipe-developpement-12025-03-2821002.0000000.000000
1equipe-developpement-12025-03-3172003.5000000.000000
2equipe-developpement-12025-04-0131123.0000001.000000
3equipe-developpement-12025-04-0221212.0000001.500000
4equipe-developpement-12025-04-03133104.3333330.076923
5equipe-developpement-12025-04-0452002.5000000.000000
6equipe-developpement-12025-04-0772773.5000002.000000
7equipe-developpement-12025-04-081014010.0000000.400000
8equipe-developpement-12025-04-09113303.6666670.272727
9equipe-developpement-12025-04-102320011.5000000.000000
10equipe-developpement-12025-04-1192004.5000000.000000
11equipe-developpement-12025-04-1412100.5000001.000000
12equipe-developpement-12025-04-1572133.5000000.571429
13equipe-developpement-12025-04-16344788.5000000.441176
14equipe-developpement-12025-04-1712200.5000002.000000
15equipe-developpement-12025-04-18121151912.0000002.833333
16equipe-developpement-12025-04-22162518.0000000.375000
17equipe-developpement-12025-04-23265115.2000000.076923
18equipe-github2025-03-28144003.5000000.000000
19equipe-github2025-03-3041004.0000000.000000
20equipe-github2025-03-31255205.0000000.080000
21equipe-github2025-04-0166315622.0000000.318182
22equipe-github2025-04-0259544011.8000000.745763
23equipe-github2025-04-03185622030.8333330.118919
24equipe-github2025-04-04101410525.2500000.148515
25equipe-github2025-04-07105517221.0000000.180952
26equipe-github2025-04-08118416429.5000000.169492
27equipe-github2025-04-09198618133.0000000.095960
28equipe-github2025-04-1082539516.4000000.536585
29equipe-github2025-04-11146717120.8571430.123288
30equipe-github2025-04-1311001.0000000.000000
31equipe-github2025-04-1494515018.8000000.159574
32equipe-github2025-04-152247302232.0000000.232143
33equipe-github2025-04-1615266125.3333330.046053
34equipe-github2025-04-176439021.3333330.140625
35equipe-github2025-04-1821002.0000000.000000
36equipe-github2025-04-2168213034.0000000.191176
37equipe-github2025-04-22182620830.3333330.153846
38equipe-github2025-04-23177623729.5000000.169492
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" - ], - "text/plain": [ - " team date total_chat total_engaged_users \\\n", - "0 equipe-developpement-1 2025-03-28 2 1 \n", - "1 equipe-developpement-1 2025-03-31 7 2 \n", - "2 equipe-developpement-1 2025-04-01 3 1 \n", - "3 equipe-developpement-1 2025-04-02 2 1 \n", - "4 equipe-developpement-1 2025-04-03 13 3 \n", - "5 equipe-developpement-1 2025-04-04 5 2 \n", - "6 equipe-developpement-1 2025-04-07 7 2 \n", - "7 equipe-developpement-1 2025-04-08 10 1 \n", - "8 equipe-developpement-1 2025-04-09 11 3 \n", - "9 equipe-developpement-1 2025-04-10 23 2 \n", - "10 equipe-developpement-1 2025-04-11 9 2 \n", - "11 equipe-developpement-1 2025-04-14 1 2 \n", - "12 equipe-developpement-1 2025-04-15 7 2 \n", - "13 equipe-developpement-1 2025-04-16 34 4 \n", - "14 equipe-developpement-1 2025-04-17 1 2 \n", - "15 equipe-developpement-1 2025-04-18 12 1 \n", - "16 equipe-developpement-1 2025-04-22 16 2 \n", - "17 equipe-developpement-1 2025-04-23 26 5 \n", - "18 equipe-github 2025-03-28 14 4 \n", - "19 equipe-github 2025-03-30 4 1 \n", - "20 equipe-github 2025-03-31 25 5 \n", - "21 equipe-github 2025-04-01 66 3 \n", - "22 equipe-github 2025-04-02 59 5 \n", - "23 equipe-github 2025-04-03 185 6 \n", - "24 equipe-github 2025-04-04 101 4 \n", - "25 equipe-github 2025-04-07 105 5 \n", - "26 equipe-github 2025-04-08 118 4 \n", - "27 equipe-github 2025-04-09 198 6 \n", - "28 equipe-github 2025-04-10 82 5 \n", - "29 equipe-github 2025-04-11 146 7 \n", - "30 equipe-github 2025-04-13 1 1 \n", - "31 equipe-github 2025-04-14 94 5 \n", - "32 equipe-github 2025-04-15 224 7 \n", - "33 equipe-github 2025-04-16 152 6 \n", - "34 equipe-github 2025-04-17 64 3 \n", - "35 equipe-github 2025-04-18 2 1 \n", - "36 equipe-github 2025-04-21 68 2 \n", - "37 equipe-github 2025-04-22 182 6 \n", - "38 equipe-github 2025-04-23 177 6 \n", - "\n", - " total_chat_copy_events total_chat_insertion_events chat_per_user \\\n", - "0 0 0 2.000000 \n", - "1 0 0 3.500000 \n", - "2 1 2 3.000000 \n", - "3 2 1 2.000000 \n", - "4 1 0 4.333333 \n", - "5 0 0 2.500000 \n", - "6 7 7 3.500000 \n", - "7 4 0 10.000000 \n", - "8 3 0 3.666667 \n", - "9 0 0 11.500000 \n", - "10 0 0 4.500000 \n", - "11 1 0 0.500000 \n", - "12 1 3 3.500000 \n", - "13 7 8 8.500000 \n", - "14 2 0 0.500000 \n", - "15 15 19 12.000000 \n", - "16 5 1 8.000000 \n", - "17 1 1 5.200000 \n", - "18 0 0 3.500000 \n", - "19 0 0 4.000000 \n", - "20 2 0 5.000000 \n", - "21 15 6 22.000000 \n", - "22 44 0 11.800000 \n", - "23 22 0 30.833333 \n", - "24 10 5 25.250000 \n", - "25 17 2 21.000000 \n", - "26 16 4 29.500000 \n", - "27 18 1 33.000000 \n", - "28 39 5 16.400000 \n", - "29 17 1 20.857143 \n", - "30 0 0 1.000000 \n", - "31 15 0 18.800000 \n", - "32 30 22 32.000000 \n", - "33 6 1 25.333333 \n", - "34 9 0 21.333333 \n", - "35 0 0 2.000000 \n", - "36 13 0 34.000000 \n", - "37 20 8 30.333333 \n", - "38 23 7 29.500000 \n", - "\n", - " chat_acceptance_rate \n", - "0 0.000000 \n", - "1 0.000000 \n", - "2 1.000000 \n", - "3 1.500000 \n", - "4 0.076923 \n", - "5 0.000000 \n", - "6 2.000000 \n", - "7 0.400000 \n", - "8 0.272727 \n", - "9 0.000000 \n", - "10 0.000000 \n", - "11 1.000000 \n", - "12 0.571429 \n", - "13 0.441176 \n", - "14 2.000000 \n", - "15 2.833333 \n", - "16 0.375000 \n", - "17 0.076923 \n", - "18 0.000000 \n", - "19 0.000000 \n", - "20 0.080000 \n", - "21 0.318182 \n", - "22 0.745763 \n", - "23 0.118919 \n", - "24 0.148515 \n", - "25 0.180952 \n", - "26 0.169492 \n", - "27 0.095960 \n", - "28 0.536585 \n", - "29 0.123288 \n", - "30 0.000000 \n", - "31 0.159574 \n", - "32 0.232143 \n", - "33 0.046053 \n", - "34 0.140625 \n", - "35 0.000000 \n", - "36 0.191176 \n", - "37 0.153846 \n", - "38 0.169492 " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "transformed_metrics_chat = copilot_transformer.transform_chat_metrics_team(adapted_metrics_chat_per_team)\n", "print(\"Transformed Chat Metrics per Team:\")\n", @@ -7969,198 +308,10 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "a1642beb", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transformed Completion Metrics per Team:\n" - ] - }, - { - "data": { - "text/html": [ - "
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teamdatelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
0equipe-developpement-12025-03-28csharp101490.067114
1equipe-developpement-12025-03-28typescriptreact010.000000
2equipe-developpement-12025-03-31csharp1625720.283217
3equipe-developpement-12025-03-31java381310.290076
4equipe-developpement-12025-04-01csharp988970.109253
.....................
188equipe-github2025-04-23ruby020.000000
189equipe-github2025-04-23shellscript1130.076923
190equipe-github2025-04-23sql030.000000
191equipe-github2025-04-23xml070.000000
192equipe-github2025-04-23yaml0120.000000
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" - ], - "text/plain": [ - " team date language \\\n", - "0 equipe-developpement-1 2025-03-28 csharp \n", - "1 equipe-developpement-1 2025-03-28 typescriptreact \n", - "2 equipe-developpement-1 2025-03-31 csharp \n", - "3 equipe-developpement-1 2025-03-31 java \n", - "4 equipe-developpement-1 2025-04-01 csharp \n", - ".. ... ... ... \n", - "188 equipe-github 2025-04-23 ruby \n", - "189 equipe-github 2025-04-23 shellscript \n", - "190 equipe-github 2025-04-23 sql \n", - "191 equipe-github 2025-04-23 xml \n", - "192 equipe-github 2025-04-23 yaml \n", - "\n", - " total_code_lines_accepted total_code_lines_suggested \\\n", - "0 10 149 \n", - "1 0 1 \n", - "2 162 572 \n", - "3 38 131 \n", - "4 98 897 \n", - ".. ... ... \n", - "188 0 2 \n", - "189 1 13 \n", - "190 0 3 \n", - "191 0 7 \n", - "192 0 12 \n", - "\n", - " completion_acceptance_rate \n", - "0 0.067114 \n", - "1 0.000000 \n", - "2 0.283217 \n", - "3 0.290076 \n", - "4 0.109253 \n", - ".. ... \n", - "188 0.000000 \n", - "189 0.076923 \n", - "190 0.000000 \n", - "191 0.000000 \n", - "192 0.000000 \n", - "\n", - "[193 rows x 6 columns]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "transformed_completion_metrics = copilot_transformer.transform_completion_metrics_team(adapted_metrics_completition_per_team)\n", "print(\"Transformed Completion Metrics per Team:\")\n", @@ -8169,386 +320,10 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "1bf10b74", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transformed Global Chat Metrics:\n" - ] - }, - { - "data": { - "text/html": [ - "
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datetotal_chattotal_engaged_userstotal_chat_copy_eventstotal_chat_insertion_eventschat_per_userchat_acceptance_rate
02025-03-28144003.5000000.000000
12025-03-291811018.0000000.055556
22025-03-3041004.0000000.000000
32025-03-31498616.1250000.142857
42025-04-0195624815.8333330.336842
52025-04-0298880112.2500000.826531
62025-04-03229829028.6250000.126638
72025-04-04130712518.5714290.130769
82025-04-0541104.0000000.250000
92025-04-0621002.0000000.000000
102025-04-07134731919.1428570.298507
112025-04-08205831425.6250000.170732
122025-04-092731126124.8181820.098901
132025-04-10131939514.5555560.335878
142025-04-111901017119.0000000.094737
152025-04-1231003.0000000.000000
162025-04-133235210.6666670.218750
172025-04-1417010281017.0000000.223529
182025-04-1534712543228.9166670.247839
192025-04-1619711241817.9090910.213198
202025-04-1773712010.4285710.164384
212025-04-1849522199.8000000.836735
222025-04-192120010.5000000.000000
232025-04-2081008.0000000.000000
242025-04-2176313025.3333330.171053
252025-04-222141027921.4000000.168224
262025-04-232261131720.5454550.168142
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" - ], - "text/plain": [ - " date total_chat total_engaged_users total_chat_copy_events \\\n", - "0 2025-03-28 14 4 0 \n", - "1 2025-03-29 18 1 1 \n", - "2 2025-03-30 4 1 0 \n", - "3 2025-03-31 49 8 6 \n", - "4 2025-04-01 95 6 24 \n", - "5 2025-04-02 98 8 80 \n", - "6 2025-04-03 229 8 29 \n", - "7 2025-04-04 130 7 12 \n", - "8 2025-04-05 4 1 1 \n", - "9 2025-04-06 2 1 0 \n", - "10 2025-04-07 134 7 31 \n", - "11 2025-04-08 205 8 31 \n", - "12 2025-04-09 273 11 26 \n", - "13 2025-04-10 131 9 39 \n", - "14 2025-04-11 190 10 17 \n", - "15 2025-04-12 3 1 0 \n", - "16 2025-04-13 32 3 5 \n", - "17 2025-04-14 170 10 28 \n", - "18 2025-04-15 347 12 54 \n", - "19 2025-04-16 197 11 24 \n", - "20 2025-04-17 73 7 12 \n", - "21 2025-04-18 49 5 22 \n", - "22 2025-04-19 21 2 0 \n", - "23 2025-04-20 8 1 0 \n", - "24 2025-04-21 76 3 13 \n", - "25 2025-04-22 214 10 27 \n", - "26 2025-04-23 226 11 31 \n", - "\n", - " total_chat_insertion_events chat_per_user chat_acceptance_rate \n", - "0 0 3.500000 0.000000 \n", - "1 0 18.000000 0.055556 \n", - "2 0 4.000000 0.000000 \n", - "3 1 6.125000 0.142857 \n", - "4 8 15.833333 0.336842 \n", - "5 1 12.250000 0.826531 \n", - "6 0 28.625000 0.126638 \n", - "7 5 18.571429 0.130769 \n", - "8 0 4.000000 0.250000 \n", - "9 0 2.000000 0.000000 \n", - "10 9 19.142857 0.298507 \n", - "11 4 25.625000 0.170732 \n", - "12 1 24.818182 0.098901 \n", - "13 5 14.555556 0.335878 \n", - "14 1 19.000000 0.094737 \n", - "15 0 3.000000 0.000000 \n", - "16 2 10.666667 0.218750 \n", - "17 10 17.000000 0.223529 \n", - "18 32 28.916667 0.247839 \n", - "19 18 17.909091 0.213198 \n", - "20 0 10.428571 0.164384 \n", - "21 19 9.800000 0.836735 \n", - "22 0 10.500000 0.000000 \n", - "23 0 8.000000 0.000000 \n", - "24 0 25.333333 0.171053 \n", - "25 9 21.400000 0.168224 \n", - "26 7 20.545455 0.168142 " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "transformed_global_chat = copilot_transformer.transform_chat_metrics_global(adapted_global_metrics)\n", "print(\"Transformed Global Chat Metrics:\")\n", @@ -8557,173 +332,10 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "1639a01c", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Transformed Global Completion Metrics:\n" - ] - }, - { - "data": { - "text/html": [ - "
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datelanguagetotal_code_lines_acceptedtotal_code_lines_suggestedcompletion_acceptance_rate
02025-03-28csharp202570.077821
12025-03-28html010.000000
22025-03-28java01770.000000
32025-03-28python221440.152778
42025-03-28shellscript060.000000
..................
1912025-04-23shellscript1130.076923
1922025-04-23sql030.000000
1932025-04-23terraform0130.000000
1942025-04-23xml070.000000
1952025-04-23yaml2200.100000
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196 rows × 5 columns

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" - ], - "text/plain": [ - " date language total_code_lines_accepted \\\n", - "0 2025-03-28 csharp 20 \n", - "1 2025-03-28 html 0 \n", - "2 2025-03-28 java 0 \n", - "3 2025-03-28 python 22 \n", - "4 2025-03-28 shellscript 0 \n", - ".. ... ... ... \n", - "191 2025-04-23 shellscript 1 \n", - "192 2025-04-23 sql 0 \n", - "193 2025-04-23 terraform 0 \n", - "194 2025-04-23 xml 0 \n", - "195 2025-04-23 yaml 2 \n", - "\n", - " total_code_lines_suggested completion_acceptance_rate \n", - "0 257 0.077821 \n", - "1 1 0.000000 \n", - "2 177 0.000000 \n", - "3 144 0.152778 \n", - "4 6 0.000000 \n", - ".. ... ... \n", - "191 13 0.076923 \n", - "192 3 0.000000 \n", - "193 13 0.000000 \n", - "194 7 0.000000 \n", - "195 20 0.100000 \n", - "\n", - "[196 rows x 5 columns]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "transformed_global_completion = copilot_transformer.transform_completion_metrics_global(adapted_metrics_completion_global)\n", "print(\"Transformed Global Completion Metrics:\")\n", @@ -8732,24 +344,10 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "962c26ed", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "CSV file copilot_metrics_active_users.csv created\n", - "CSV file copilot_metrics_average_active_users.csv created\n", - "CSV file copilot_metrics_billing_global.csv created\n", - "CSV file copilot_metrics_chat_global.csv created\n", - "CSV file copilot_metrics_chat_team.csv created\n", - "CSV file copilot_metrics_completion_global.csv created\n", - "CSV file copilot_metrics_completion_team.csv created\n" - ] - } - ], + "outputs": [], "source": [ "transformed_data = {\n", " \"metrics_active_users\" : transformed_metrics_active_users,\n", @@ -8766,21 +364,10 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "bc862fcd", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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3TCDp7TTnkt6qYJXOiMSLfsoBsA/G8KioLT2uYYjb1Chh445NerOBCQAQERdddJEceuih8qMf/Uj+53/+J/961fHs8MMP1+fAr3vd63xdIwAAAAAAQVN0BeprX/uaVMvWrVvlla98pXz961/XRe2ZM2fKzTffLFdffbWcffbZ4rqunHLKKXLLLbdIvZcGQ6R5rc3tQw6U2PLVIsOjYg4Ni0PRu+SitzOBorfU14lrWWKoNOrwiLjtbeVbIIAxrc2bQlkQ9pLehip4q40zdXG/lwQAQFWoFLf619PTo8+LY7GYPh9ub2/3e2kAAAAAAISj6P3mN7+5MisRkW984xvjXlZt3FasWDHudWpn+4033lixNaCGua7EVq7Xd+2DF0i8q1tclYJUc72nTfZ7dbU703siGwZU+lSl7vsHdXGOojdQXsbwsL51c10VQiceE9c0xXAcnfZ2KXoDACJmypQp+h8AAAAAANg3U0qQSqXktttuk0996lPyjne8Q1avXi0/+9nP5Jlnninl0wFlYXZt16luVRRxFswRY1JL9vVD2aIQqt/efGwxzhxmrjdQbubYpHcYqY0z9bkW58mk36sBAAAAAAAAAISl6K1mbL/1rW+VK664QtavX68L3Wq29v333y/vfe975cknn6zMSoH9iK3MtjbPHDBXJGaJMalVv6yT3vCnvbn6+FwxzmvDDKB8vN8rp6VZQqsh1+I8kfJ7JQAAAAAAAACAsBS9v/nNb8rw8LDcfffd8qtf/UrP1VauvfZaOfLII/Ut4GvR+6AF+jZf9CbpXTw1gzuZKmvSW830BlDBmd4h5SW9xXtOAgAAAAAAAABgokXvv/71r3L++efL/PnzxTCM/Ovr6+vlQx/6kDz33HPFfkpgwoydA2J17xDXMCSzcH72le3Zorc5QNG7WGp2rqK2tLi5lGWpvGIcSW+g/LzxDaEuejfUjXteAgAgzL785S/Lhg0b9P0tW7ZIOp32e0kAAAAAAISz6J1MJqW9vX2Pb7Msi5Ny+CK2ar2+tefMEGnKJpO9md4kvYtnjOTmeauCt1n008Q4XjGOmd5AJdubh7joXZ9rb07SGwAQAb/85S+lu7tb33/lK18py5Yt83tJAAAAAADUhFixH6BamN92221y+umn7/a2u+66S4444ohyrQ0oubX52Pbm5iAzvUud5+3mNhBMhOO1NyfpDZSdNzbAbQ7vTG+S3gCAKJk6dapcddVVcuqpp+pRYnfccYc8+OCDe3xf1Xntk5/8ZNXXCAAAAABAKIreqrX5Bz7wAXnjG9+oC9/qRPt3v/udfPe735W///3vcsMNN1RmpcDeJJJibdiy16K3kUiJpNIidXHfllizRe8JzvMe196cpDdQXq4rxvBo9m6Ik96ST3pT9AYAhN9nPvMZufzyy+Wpp57S59qq6L03FL0BAAAAAJhA0fuEE06Qm266Sa6++mpd4Fa7z2+++WY57LDD5Ic//KG85CUvKfZTAhMSW7NBDMcRe3KHuJ1jWu831IlbFxcjlRZjcFjcyXtuy48KF729pLcqzrmuujo34c8JQI0hGNXPfa7+PWuUsHLVmAVFbWACACDk3vCGN+h/yuLFi+XnP/+5HHXUUX4vCwFjPfuCJH71F7HecqZkDlno93KA0GCkUm0ye/r8XgIAAKjVoreyZMkSuf322yWRSEh/f7+0tLRIc4hbq6L2Wpt7yQe3tVmMHTvFHBoWm6J30TO93aaJF9K8Ypwqzqliejk+J4BdIwP075RlSVi59bn25iS9AQARc8stt8jChRQ0sbu6X/0le/vLP0vyko/7vRwgNGKrN/i9BJRABV0AAABKLnorqpX50qVLZefOnTJlyhQ5+eSTdQocqCrbzp+UvLjorbhtLSI7dvIHcMlJ71zCciIsS5zGBjFHE7pIR9EbKA9jaDj8rc3HJL31qAoAACLkxBNPlLVr18q1114rjz32mAwMDEhHR4c+7/7EJz4hixYt8nuJAAAAAADUbtFbJbs/9rGP6RljsVhM2tvbdeH7+9//vpx22ml6tnddXTaVBVSatXGrbj/lNDWIM2vabm9XSW/FHBzyYXVhKHqXp0Cti3K5ordMm1yWzwlEXT7pHfait5f0TpD0BgBEy6pVq+Sd73ynWJYlr3jFK/Rm8+3bt8tf//pXuf/++/W8b5LgAAAAAACUWPS+8sor9W7z6667Tl75ylfqFtKO48g999wjX/rSl+Saa66Rz33uc8V+WmBirc0XLRAxzd3e7ra26FuS3j4mvb253tt7xRjOFukATJyZL3qHfLyIl/Rmvh4AIGKuuuoqmTNnjvzkJz+R1tbW/OsHBwfl/e9/vz73VuflAAAAAABAZPcq4X6oHeUXXXSRvOpVr9IFb/1JTFPOPPNMueCCC+Suu+6qxDqB3bluvuht76G1uX6XtmwxiKK3fzO9xyZRvSIdgPIlvZ2wJ70bct1jSHoDACJGjRM799xzxxW8FfXyRz/6Uf12AAAAAABQYtHbdV3dVm1PZs6cKSMjFLVQHeb2XjH7B8WNWZJZMGeP7+MlvU2K3r4mvb2iHElvoHyM4eFdnRRCzK0fk/R2Xb+XAwBA1ahxYvW5/w++mBoplkrRBQUAAAAAgJKL3m9+85vlBz/4gQznLrZ7MpmM3HrrrfrtQDXkU96q4F0X30/Sm5nevs70zhXlvGQqgHK2N4/ITG/HUX9s+L0cAACq5sgjj5TbbrtNbzwfS73805/+VI444gjf1gYAocMGWwAAgOjN9G5sbJR169bped7q3/Tp06Wvr08eeOAB6erqkkmTJskll1yi31e1P1czwIGKzvPeS2vzcTO9VXHItkUsq2rrq1mOI0aujXDZZnqT9AYq2N485DO96+LiGoYYritGIiVufM+bnAAACJvzzz9fzj77bPn3f/93ee1rXytTp06V7du3yx//+EdZu3at3HTTTX4vEQBCt/kfAAAAESp6//a3v5WWlmwh8eGHHx73thkzZsgTTzyRf9mb+Q2Um5rRbW3t1vczi/Ze9JbmRnFNUycEjeFRcduyP7vYO6/grbiNDWX5nCS9gTJTBeCIJL1F/S2h0t6JpBjJpLitIS/yAwAwJul9ww03yNVXXy3XXXedTnirc2yV8P6f//kfWbJkid9LBIBQXWcCAABAxIre9913X2VWAhQhtmq9vrVnTdt3wccwdIHE6B/ULc4peu+fMZJrbd5QL2IWPQFhnzO9TZLeQHkkUmKo7hVRKHrnno/0hpwEs0sBANHykpe8RO644w4ZHR2VgYEBaWtr093XAADlRdEbAAAggkVvoFZam3tc1fq3f1DMwWFxqrC28MzzLk/Ke1zSO5kSSadFaE8MTIg5nL0g4zbUicTC/79y/Thf1IkCAIAoUYVuit0AUDnmEEVvAACAWleeGCdQTam0WOs2FVz0dtqyrXDZtetf0Vu1JnZzhTljaLR8nxeIKGMwIvO8c9z6en2r2psDAAAAQLlxzQgAAKD2UfRGzYmt3ajb+jrtbeJM6Sws6a1+2AeHqrC62leRordqM9+STaYYtDgHJszIpRCi0Np8fNKb9uYAAAAAys8Y4loFAABAraPojdpubW4Y+31/p5Wkd0kzvZvKWPTWLc5zmw9oGQZMmJnbPOL9XoUdSW8AAAAAlaRG4gEAAKC2UfRGbXEcsVatL7i1ueK2tuhbit6FMUZHy5/01m2YvaQ37c2BcqUQopL0loZc0ZukNwAg4jKZjOzcudPvZQBAaLtpAQAAIGJF740bN8rq1av1/cHBQbn88svl3HPPlV//+tflXh8wjrVlm5ijCd3q1p4zo6CPcXNJb3btFsYYTVak6O0lUjmRBMpX9HYiUvR267PtzYWkNwAgYgXu6667Tu666y798qOPPiqnnHKKnHzyyfL+979f+vv7/V4iAIQGQQkAAIAIFr0feOABed3rXid33nmnfvnSSy+V22+/XbZt2yaXXHKJ3HHHHZVYJ6DFXsi1Nl84X8SyCvqYce3NXbei6wsDY6QySW8vkcpMb2DiojfT22tvTtIbABAd1157rfzgBz+QgYEB/fLXvvY1aW9v1+fdGzZskKuvvtrvJQJAONi2mLlrIQAAAIhQ0VuddJ966qnyyU9+Up98/+Uvf5GPfvSj8qtf/Urf3nLLLZVZKaCS3mPneRfIS3obti3GaHZeNQpIepd9pne2vbk5xIkkMFFmvr15c6SS3rQ3BwBEye9//3u58MIL5d3vfrfutLZy5Ur5+Mc/Lu973/vkggsukPvuu8/vJQJAqDppAQAAIGJF7+XLl+tWai0tLfLggw+Kbdvymte8Rr9NtVpbvz47bxkoN2NHn1i9O8U1TckcMLfwD7QscZpy86RpV+XjTO/c5oNhvgfARHkdE5zmqCS9vaI37c0BANHR3d0tRx99tL5///33i2mactppp+mXZ8yYoUeNAQAmjjFsAAAAES1619fX69liyt///neZPHmyLF68WL/c09MjbW1t5V8loFqbr8puqLDnzRLJtbotOu1N0Xv/KjbTO9fenKQ3MDGptBipdKTam0u9196cojcAIDqmTZsmmzZt0vdVqvvQQw+Vzs5O/fKTTz6pC98AgIkzuVYEAAAQCrFiP+C4446TG2+8Ubc2/9Of/iRvfvOb9eufffZZue666/TbgUqIldDafFzRe1uPmINDYldgbaHhOPkW8GVvbz52prfjiJhF77kBMHaedzwmkmv7HZWZ3kJ7cwBAhJx11lny9a9/Xe666y755z//KZdeeql+/RVXXCE/+9nP5Nxzz/V7iQAQCrQ3BwAACIeiq05f+MIXpKurSz7zmc/I7Nmz9Uwx5WMf+5gkk0m56KKLKrFORJwxMirWpq6Si94OSe/CJFJivLjIVMaZ3q76Hrgus9WBCYjaPO9xM71V0ttVzyQAAITfpz/9afnQhz4khmHo8+93vetd+vX/+te/9Os/8YlP+L1EAAgF2psDAABENOk9d+5cufvuu2XHjh0yZcqU/Ou/973vyWGHHSZ1ddFInaG6rFXrdbHUnj5F3EmtRX+829qib2lZVeA8b1VgsqzyfnLTFLepUW9gULuovXbnAEq7IONEpbX5mE04hu2IZGwRlXIHACDkVLFbbS5X/8a6/fbbfVsTAIQR14oAAAAimvR+3/veJ2vWrBlX8FaOOeYY/fp/+7d/K+f6AC22KtfafNH8kj6epHdhTK+1eZnnee+xxTmACbXei1LSW+ri4hrZPhTM9QYAREkqlZLbbrtNPvWpT8k73vEOWb16tW5t/swzz/i9NAAIDZLeAAAA4VBQVOrxxx8XN9dO9LHHHpOlS5dKb2/vbu/317/+VTZu3Fj+VSLaMhmJrcn+XGUOOqCkT+ElvY3BobIuLXQqXfTW6e4dzMsCytLePDpJb1EFb9WBIpEUI5GKVsEfABBZ6pz7/e9/v95cfuCBB8qqVaskkUjo8+5vfOMbcvPNN8uxxx7r9zIBoOYRkAAAAIhQ0fuOO+6Q3/zmN7q9mvr3la98Zbf38YriZ511VvlXiUiz1m0WI53RaW1nxvgOA4Vyc0lvWlbtmzFSnaS3SdIbKEPSO0JFb93ivE6MRFIXvgEAiIJvfvObMjw8rMeLzZ49W4444gj9+u9+97vy4Q9/WK699lq56aab/F4mAIRmYzEAAAAiUPT+4he/KG9961t1YVvtNL/00ktl0aJF497HNE1pa2uTgw46qFJrhUS9tfmCbNpvIu3NkymRVFq3ysXuDC/p3VSZoreTm+NN0hsonTE8PO73KSrcejXXe5D25gCAyFCJ7i984Qsyf/58sW07//r6+nr50Ic+JJ///Od9XR8AhEIqnb1WBAAAgGgUvVtbW+XEE0/U92+55RY57LDDpKUl2y4aqCjXldjK9fpu5qAFpX+e+jpx6+JiqJOZwSFxJ3eUb41hLHoz0xsIrEjO9M4lvRUuSAEAoiKZTEp7e/se32ZZlqTT6aqvCQDC2tpcXTMS2xbDdvxeEgAAACpZ9B5LFb+3bdsmDz74oKRSuy48O44jo6Ojev73NddcU+p6gHHMru1iDg3rkw97/uwJfS6ntUWsHX26xblN0dufojdJb2DCIjnTO5/0Fj3TGwCAKDjyyCPltttuk9NPP323t9111135ducAgNKpa06K09IsZv+A38sBAABANYvef/zjH+Wiiy6STCaj53srqu25d//AAw+cyHqAcWIrc63ND5grErMm9Ln0XO8dffldvNjHTO+mCs/0pugNlEb9vzc309qJWNFbdexQaG8OAIiK888/Xz7wgQ/IG9/4Rl34Vufcv/vd7/RM77///e9yww03+L1EAAhP0ru1SYSiN1Axg91PSdydLmLM9HspAIAQM4v9gOuvv14OP/xw+eUvfylvectb9An473//e7n44ot1izU1cwwoe9F7Iq3Nxxa91Q89RW/fkt75md60Nwcm1trcskQassnnqHC9x0vSGwAQESeccILcdNNN0tjYqAvcarP5zTffLNu3b5cf/vCH8pKXvMTvJQJAaJLeLmMcgYpJJ/rkhfvPk0fueIffSwEAhFzRSe+1a9fK1Vdfred6n3TSSXLjjTfKwoUL9b+enh5dFD/llFMqs1pEirFzQKzuHeIahmQWzp/w53NyRW810xs+z/ROpUXUPzUzC0AJ87ybRHIdVqLCJekNAIigJUuWyO233y6JREL6+/ulpaVFmpuz5zUAgPIlvR2V9AZQEamRLX4vAQAQEUUnvU3TlEmTJun78+fPlzVr1uh53sppp50mq1atKv8qEUmxVev1rT1nhkgZ2m27rdldu7Q3L6C9eYWK3qrI7caze21IewPFM3O/N26ua0IUk97M9AYARI0qdu/cuVNs29b3t2zZkv8HACjXxmI2FAEAAEQu6a1mdj/xxBN6x7m6n0qlZPny5Tr5PTAwoF8GgtbafGzSm/bme+G6+VnBlZrprZKpqlinUvxqrrfdkd1AA6AwUU4h5JPeuecpAADCbv369fK5z31Onn766b2+z7Jly6q6JgAIG+8akTcSDwAAABEqer/zne+UL3/5yzIyMiIXXHCBniN2ySWXyNve9ja59dZb9bxvYMISSbE2bClr0ds7gSHpvReJpBiuW9mktyrWtTSJuXOApDdQAu/3xo1iW1Mv6U17cwBARFx++eWybt06+dSnPiUzZszQXdcAAOVl5GZ6OyS9AQAAolf0fvvb367T3Js2bdIvf/WrX5WPfvSjcsUVV8js2bPlv/7rvyqxTkRMbM0GMRxH7Mkd4na2l7forYpGti1iWWX5vKGb563mbFfwa+O1ZfZaiAEonOqQkJ/pHdH25kJ7cwBARCxdulSfZ5911ll+LwUAwtvxLlf0JukNAAAQwaK38u53vzt/f968efKHP/xB+vr6pLOzs5xrQ4SVu7W54jY1imuZYtiOLri6k1rL9rlDNc+7Uq3Nc7xiHUlvYCIphAi3NyfpDQCIiJaWFpk0iXFAAFDJzf/qGlFUNxYDAACETcn90YaHh6Wrq0u2bNkiW7dulUQioe+rf8CE2LbEVm8oe9Fbz5POtauixfk+kt4NFS56k/QGSub93kQ56W2Q9AYARMQb3/hG+elPfypubgQRAKC8vGtDjtr8TzdAAACA6CW9N2zYIBdeeKE899xze32fZcuWTXRdiDBr41Yxkil90uHMmlbWz+20NovZPyjm4LBk9/Jit6J3hZPeXkLVa9MMoJSid3N0k95qPEUmIxIrqVkNAAA1o7GxUf75z3/Kq1/9ajnyyCOl4UWbUw3DkCuvvNK39QFArcu3No/g+RUAAEAYFX3F+Ctf+Yps3LhRzj33XJkzZ46YZslhcWDfrc0XLRAp88+X29qib43BobJ+3lAVvRurlPSmvTlQHMcRY2Q0sklvqa8TlXMzdIvzlLgUvQEAIferX/1KWltbxXEcefrpp3d7uyp6AwBKpwIRCvO8AQAAwqHoK8ZPPPGEfPnLX5Y3velNlVkRos1180Vvu5ytzb1PnzuR8U5s4EPR25vpTdIbKIraKKIubbtqVENTo0SOurCv0t7JlEgiKZLbQAMAQFjdd999fi8BAELNuy7hkPQGAAAIhaJjtM3NzTJ16tTKrAaRZ27v1e3H3ZglmQVzyv75VXtzhZneuzNGqlz0VolVhybzQNGtzVWxN6LJLuZ6AwAAhNdo/xpZ99Qt4joZv5eCiPCuDZH0BgAAiGjS+41vfKPccsst8pKXvEQsy6rMqhBZ+ZS3KnjXxcv++b0TGdqb+zfTWyVUVVLVcF1daI9km2ZgQvO8o/s7k5/rnUz6vRQAACrila98pXzve9+TxYsXyyte8Yp9tjBXb7vnnnuquj6gkjb/60fSv+UfcqA5WVpnnub3chABJjO9AQAAolf0vuSSS/L3M5mM/O1vf5NXv/rVctRRR0ljY+NuJ95XXnll+VeKaM3zrkBrc8XJzfSmvbl/7c3VnHZVWDeGR3W75igX8IBimBS9SXoDAELvxBNP1N3VvPvM7UaUOJnsOWlyaJO0+r0YRIKRK3p7XQEBAAAQgaL3o48+Ou7lGTNm6Ntnnnlmt/flpBwTaStlbe3W9zOLKlP0zie91YmN60a2RbCvRW+vPbMqeqsi3vSKHw4I1wWZCKcQSHoDAMLu61//ev7+N77xDV/XAvglNZK9LgBUrb25HxuL1TUpAAAAVL/ofd9995X3qMAexFat17f2rGkVO+FQn1edVhi2o2dK6+Irxs/0bhrfvaES9Pe3e4dOegMoDO3NRYSkNwAA2sMPPyx33323XH755X4vBSg7it6oCtvWHej8mumtO3mRwwAAACgrs9gPSCSyhbGxli1bVq71IMIq3dpcsyxxmxvH7ehFdofxrqR3feUPl9ts4LVrBlDMvLnoFr29pLeQ9AYARNwLL7wgd955p9/LACoiNbJNwiR278OSuuEXIo7j91Iwhh65ps4x9Ai2ym/+343NzwMAAIBvRe8VK1bIW9/6VrnpppvGvX5gYEC//o1vfKOsXbu27AtERKTSYq3bVPmit97Bm53rTdF7jGRKjFxrrWq0N3dyRTsvuQpg/7zfF+/3J9ozvSl6AwAAhFVqNERJ73RGYg8/Kc7zq8XoG/B7Ndhba3NG3wEAAESn6L1p0yZ53/veJz09PXLAAQeMe1s8HpfPfvazsnPnTnnXu94l27aFa0cuqiO2dqMYti1Oe5s4Uzoreiwn17bKpOidl095x2MisYKmHpQl6U17c6Bw3u+L28xMb9qbAwAAhJedGhQ7HY5zRXN7b36DOYLaSSu651cAAACRLHr/6Ec/kvb2dvnVr34lr33ta8e9rbGxUT7wgQ/o1mr19fXywx/+sFJrRVRam1d4h603q8kYHKrocWpJNed5jz2pNHInmQAKGEHgzZsj6S1GkqI3AABAmKVDkva2tvX4vQTsJ+nttEb3/AoAACCSRe+HH35YzjnnHOns3HsCd+rUqfKhD31IHnrooXKuD1HgOGKtWl+V1uZji94kvXep5jxvfZyWbHHdzBXxAOybMTIqhuOIyoi4zT7MmwuKfNGb9uYAAABhFpYW5yZF78DyNuG7LdkReAAAAKh9BfUx7u7ulgUL9l+MPPjgg6Wrq6sc60KEWFu2iTmaELehTuw5Myp+PIeZ3vsoelenmObk2jOT9AaKm+ftNjWIWJZEvb250N4cABBSaqxYIUo573YcR6677jq54447ZHBwUJYsWSKXXnqpzJ07d78f+9vf/lYuvvhiuffee2XOnDlFHxsoVnokHEVvq5uid1B5QQiXpDcAAEC0kt4q4a0K3/vT19cnkyZNKse6ECGxF3KtzRfOr0oxZ1d7cwqu/iW9czO90xmRVLoqxwRCUfSO+Ly5/Exvkt4AgJByXbegf9OnT5cTTjihqM/9/e9/X2677Ta5/PLL5fbbb9dFcNXRLZXa92ayzZs3y1e/+tUJPjKgOKmRbVLzHEfM7h1+rwJ74W3CdyJ+jgUAABC5pLfaAf7LX/5S3vCGN+zz/X7961/LYYcdVq61ISKssfO8q8DJtzdnprdfSW+pi4sbj+mityrmuZ1slgH2xRjOFb2bo51CyM/0JukNAAipn/zkJxX5vKqwfeONN8pFF10kZ5xxhn7dNddcIy972cvkz3/+s5x11ll7/DhVGFcJ78MPP1weeeSRiqwNCOtMb6NvILvRG4FkDObOsXLXiAAAABCRovd73/teOfvss+Ub3/iGXHDBBVJfX7/bCfR3vvMdefDBB+VHP/pRpdaKEDJ29InVu1Nc05TMAftvq1cOrtfeXCWMkykRr11uhBkjiV2tk6tEJVaNvn4xh4fFpugN7JOZnzcX8aJ37u8PI5MRydgisei2egcAoBjLly+X4eFhOfnkk/Ova2tr05vWly5dutei9/XXXy/pdFo+9alPla3oHYsV1HCubCzLHHcblmNV6+tZzcdkGEb+fibRXdHHVo3HZfWMT3mbphGq71e1jmWZu34uynks7xzLbG8VYw/fl2r+Hofq++XD82A1/99iGvweT+Q41TjW2GNwrNo4FgBUveh95JFHyiWXXCJXXnml/OY3v9EnymqOl23bsmXLFnn00Ud1a/Pzzz9f7xQHChVbtV7f2vNmieQSfFVJGdfXiZFM6RlODkXvMUnv6hW9neZGMfv6xRgardoxgVpvb+51qois+nj+rmpx7saivQkAAIBCeTPAZ86cOe7106ZN2+t88GeeeUanw++8807Ztq08raZV0a+jw5+/Z9raGkNzrOzZW1a1vp7V+PqNvbCeSWyvymOr5ONK9w+IPebllpYGMUP0/arWsTKNdZIp87HcZEqSKgQhIpPmThUjdz0qIUbVHteYPR6h+n5V8zjVfC70jlVXH5Nmfo+LZqYaQ/m4OBYA1GjRW3n3u98tixcvlh//+Mdy7733SjI3T7O5uVlOPfVU+dCHPiRHH310JdeKEIpVubW5RxWOrGQqO9d7SodEnR9Fb282sTdHC8Deeb8nUW9vLqaZ37QkqsV51L8eAAAUaHQ0u9G0rm78hl/Vxa2/v3+39x8ZGdGt0NW/BQsWlK3o7TiuDAxkN/NViyqkqgu2AwOjYttOKI419vJzX99waL5+Yz9/YqhbensHxTDMmn1cdeu2yNi+RENDCbHj4fl+VetYsdGUeFtfy3UsY8dOUVc/1Ni1nSNpkdFsWb1B3HzZu9KPy3V33Q/T96uaP4PVfC70jpVKZmQoRM+71TrW0OCuwEuYHhfHKi91PJLlAKpW9FaOP/54/U/p7e2VWCymW6IBpTBGRsXa1OVL0Vu3OO/pE4O53v4VvXPFKm9WMYC9M3NJ76i3N1e8ordOevu9GAAAakRDQ0N+NJl3X1Gb2Rsbd0/wfO1rX5MDDjhA3vnOd5Z9LZlMdS6cvpi6YFutY1fzWGF6TO6YKqDrpCQx3Cvxhs6afVz1XT27bfoI0/erWscyHDdf9C7Xsaydg/l53hlb/dy5of4a+nGsaj4mpVrHclx+j0v9/NU61ouPy7Fq51gAUPWi91idnZU98UD4WavWi+G6Yk+fIu6k1qoeW53YKKq9Ofya6d00rpgHoID25rkOCVHmqtaDA0NiqKQ3AAAoiNfWvLu7W+bNm5d/vXr5kEMO2e39f/GLX+hU+LHHHqtfVqPNFDX7+9xzz9X/gEpLj3RXvOhdyb/fzeGRbCnVssTI/Q4hWJ20OL8CAAAIl5KL3sBExVblWpsvml/1Y3tzcXV786hzXX9meueK3iS9gQJ+R0l6j0t6KyrpDQAACqNGlbW0tMijjz6aL3oPDAzI888/L+95z3t2e/8///nP415++umn5eKLL5Yf/ehHcvDBB1dt3Yi21Gi3NMliqUVmdzbl7XZOym4yp+gdKN61IC8QAQAAgHCg6A1/ZDISW7Mxe/egA6p++F1Jb9qbSyothpNtU+M21le/vTlJb2DfEql8MoSidy7prYveJL0BACiUSm2r4vZVV12lu7bNnj1bvvWtb8mMGTPkzDPP1EluNcKstbVVtz+fP3/8xuSuruxYqlmzZkl7e7tPjwKRoeZ4u46kR8szS94P1rYd+taePlVia7PXPhDE8VEUvQEAAMLE9HsBiCZr3WYx0hmduHZmTKn68R0103tMS6soy7c2j8VE4t6krMrzinckvYF9M4dzKYSGOhH1exp1uaS3JEh6AwBQjPPOO0/e9ra3yRe/+EU5++yzxbIs+fGPfyzxeFy2bt0qp556qtx9991+LxOQeMNkfZsa6ZZaZW7LJr2d6dnHgmAmvb0ugAAAAAgHrp7D59bmC0QMw7ektzFA0Tvf2ryK87zHJb1V0V0lzU324AD7nOfdzAUZxa0n6Q0AQClUkVu1KFf/XmzOnDmyYsWKvX7sSSedtM+3A+VU1zRN0qPbJT1aw0XvXHtze1r1N/lj/7wABElvAACAcKHKhOpzXYmtXK/vZg5a4M8SvPbmI6ORn61ljI5WfZ63Pl5Tg7iGIYaaV6y+DwD2iHne4+nEu/q6kPQGAAAIpbqm6fo2XatJ71RazB079V1nOkXvIDJJegMAAIQSRW9Undm1XcyhYXHr4mLPn+3LGlSB17WscW2tosoYTfpS9FbJbrepMbsG5noDBaQQKHqPm+mdIOkNAAAQ5qJ3aqQ2Z3qb23eI6mfnNDfyN3wQqY33nGMBAACEEkVvVF1sZa61+QFzRWLZwnPVGYa4rdmTG1WAjzIvZV31ovfYud4UvYG9Mkl6j+PmZnobSZLeAAAAYW1vrmSSveLYtbfR0dq2Q986tDYPptGkGLaj79LeHAAAIFwoesO/ordPrc09TmuLvo36XG/fkt5j53oPU/QG9jvTmwsyWSS9AQAAQi1WP0kMM7vRMZ3IzsauyXnetDYPJC/44KhrIH4FMQAAAFARFL1RVcbOAbG6d+hZzpmF831di7ej12trJVGf6d1U/aK3k0uueklWALuj9d6ek95C0hsAAKDyXFfcqo8EM8bM9a69FufWtmzRm3neweSNuHOZ510ZritOrtsBAABAtcWqfkREWmzVen1rz5kh4kORdSy3LXuCYw4MSZQZown/25uT9AYKaG/ORRmFmd4AAADVE3twqSQfXCrm2WeJLJhbtePGG6dKcmijpEa3S01xHDG7e/Vde/pkv1eDfSS9Ob+qjIZrbpLU8KjEjz1MMq89XcLGWrfZ7yUAAIB9IOmNSLY2H9sqmKR3wv/25iS9gb3yNoU4ud+XqHPrc0Vvkt4AAAAVZ72QPYc3evqqetx4jSa9zb5+MTIZceMxcTsm+b0c7CPp7bRyflUJxnC2m6C1bLWEkbm12+8lAACAfaDojepJJMXasCUwRW+3LTvT24z6TO8Rkt5AYKXSYqTS+i7tzbPchmx7cyOdEbFtv5cDAAAQXpmMGN3+tCmua5ymb1MjtVVgMr3W5lMni5hccgv2+CiS3gAAAGHDX+CoGmvVBjEcR+zJHeJ2tvu9HJLeOcZo0reZ3l7Sm5newH4uyMRjIt4s66gb83UwkrQ4BwAAqGQBV53D+yHelC16p0drs+hNa/PgMpnpDQAAEFoUvVE15gtrA5PyHpv01q2tXFciyXXFGB31LentjE16R/V7AOwD87z3wDTFrYtn7zPXGwAAoGKsrf7N065rzLU3H62t9ubWtmwy3pk+xe+lYD8bi70gBAAAAMKDojeqwrVtsVatD1bRu7lRVJlV7Vw3RrKF38hJZ8SwHf9neqs2xbkWzgB28ebdextEkOXm0t7M9QYAAKgca4t/Ket409Taa2/uumJuy24UsKdR9A4qYzC3sZikNwAAQOhQ9EZVOGs26Ta0TlODOLOybcp8Z1m7ZkpHdK63V+x3Y5aIap9cbXXxfGLTK+4B2NO8OYreY7kN9frWIOkNAABQMebW6hacB7uf0LfDO56TeG6mt5MZETs9JLVAdTAzRxLiGoY40zr9Xg72xLazneYoegMAAIQSRW9UhfPsKn2bWbRAt6YNCq9lsDFUGyfR5WaMJnalvA3DlzXk53rnTjwB7JK/IJP7PUEWSW8AAIAKSyTF6t3py6G7V94pVqxRrLq2mkp7e/O8nc52kXhuHA8CxRgeFXXlw1Ujk5oa/V4OAAAAyiw41UcR+eEPfyjvfe979/k+fX198pnPfEaWLFkiJ554onzlK1+R0dxMYgSU64rzXLbobQektbnHyc31NqOa9B5b9PZJfq43SW9gN8z03ot80puiNwAAQCVYXf7N8/Z4ae/0yLYam+c92e+loJBOWj5t/AcAAEAEit4//elP5Tvf+c5+3++8886T9evXy8033yz//d//LQ888IBcdtllVVkjSmN094rb269baGcWzJEg2ZX0jmjRe8T/one+xTxJb2A3zPTeM7c+W/SWJO3NAQAAKsGqcmvzPalrmq5vU6P+r6UQZncu6T2ded5BZQ4yPgoAACDMfBjiO962bdvky1/+sjz66KOyYMG+U8BPPvmkPPbYY3L33XfLwoUL9eu++tWvyjnnnCMXXnihTJ+ePSFCsFgvrNW3zgFz9QznIHHbskVvcyDi7c2bfCx659o2k/QG9pVEIOk9ltuQa29O0hsAAKAizC3dAUp6+7+WQli59ub2NIregd9UzDxvAACAUPI96f3cc89JPB6X3/72t3L00Ufv830ff/xxmTp1ar7gragW54ZhyD//+c8qrBYTKXrbBwertbniRD3p7RW9G/xPejPTG67r+r2EALc3J4mwp6S3kSDpDQAAUMmktzcSzA91Tdmid2q0Btqbp9Ji9Pbru7Q3Dy5jMBt4YFMxAABAOPme9H7FK16h/xWaCp85c+a419XV1Ul7e7ts3bp1QuuIxapb/7csc9xtWI8pQ8O7dogvPrBqX+dCH6vZ0Zq9HRwuy9p8+RpP4LhWMpuSNFoai3785Xqshpe2HxktaA2R+d2J2HHrfvdXSa7eINY5bxfJpf+rIdA/T5lMPslstreIOcHnqDD9PJlN2aK3mUrt8XkjTI81iMeM4nEBAIgStSlcnSO7hiHujKkiPnVGyye9R/2fL74/ZvcOMXJjibxuZgjypmKK3gAAAGHke9G7GKOjo7rI/WL19fWSzBXvSmGahnR0+PMHb1tbY6iPaXdtk7Q6aZ4+WdpmTwncY3XSU0XlBNUJfXt7k+4aUI3jVkqxx01l0uKISOPkNomV+Dsw0cdqz5isf0ZiI6PSXMQawv67E6XjqoR38vmVIsm0NC1bJbFXnyzVFsSfJ6e3Xz8/ScyS9pmdkXt+2pdMZ5tk1GYJJyMt+3jeCMNjDfIxo3hcAACiwPRS3pPbxfVxRJk30zs9sq1mWps7tDYPNCM305v25gAAAOFUU0XvhoYGSaV2b2WqCt5NTaXvpHUcVwYGqttaWSWU1AXbgYFRsW0nvMdc3yVqm4IxbXIwH6trir5snkrLzq4+kYb66hy3zEo9bl3/sFgiMiKm2H3DvjxWwzVFNVd3Boakr4A1ROV3J1LHHRiSxqTa+iCSXvqsDB5/pEiZCry1/PNkbu4R9YzkNDfJzp0T/39UmH6eTEf01yY9OCrDe3jeCNNjDeIxo3ZcdTyS5QCAKLG2ZJPVzsxpYvg4gmhX0rtHXNcWw1Bnr8Fkdufmec+g6B1k3mg7kt4AAADhVFNF7xkzZsg999wz7nWqCL5z506ZNi17MlSqTKZ6F2zHUhdsq33sah7T2t6rb41pncF8rKYlbkOdngvr7BwUZ0p5drH78VhLOW7d8Ki+zdTXi13ieif6WI3G3Dzx4VHJpDKq9UJVjhvm72utHdfqzj5PKEZPnzibu8VRbRSrKIg/T7H+3Ly55qayri0MP09WPPdcnUju83OG4bEG+ZhRPC4AAFGa523Pmiaxzf6lrOMNnSKGKa6bkUyiT+KNwS0oW9t26FuS3sGmuvwpLklvAACAUKqp2MqSJUukq6tL1q9fn3/dY489pm+PP/54H1eGvTF7d2Zvp3VKUDmtLfrWGCgu6RwGxmhC37pe4dkHblOjnhWncr1GrgiPaD5PeOLPrfRtLUFi5ObNqbmAGM+tz4468WaeAwAAoExcd1fRe+bEwgUTZZgxiTdkN8OmRgPc4txxxNyeLXrb0yf7vRrsTSotRjLbPZJzLAAAgHAKdNHbtm3Zvn27JBLZwtzRRx8txx13nFxwwQXyzDPPyCOPPCKXXnqpvOlNb5Lp07OznhAs5o5+fWtMDW7R22tr5bW5igzXDUTRW7WxVknWsUU+RIu5Y2e+I4QSU/O9HRKcu1rvcUHmxdz67CgK76IVAAAAysPoG9AbC13LFGea/wXceFO26J0eybZcD+omXiNjixuPidsxye/lYH/nV/GYSG4TLQAAAMIl0EXvrVu3yqmnnip33323ftkwDLnuuutkzpw58v73v18+/elPy2mnnSaXXXaZ30vFniRTYuZOKrxiVhA5bc3j2lxFRjqjT8x9L3rrop6erC7GMEXvKBe9rVOPE7exXsyhEbHWb5Go8zaBMG9uDxpySe9Umg0SAAAAZeSlvHWbbsv/Gdp1jdMDn/Q2u3p2fc0M1cMMQaTOM/PnV3yfAAAAQilQM72/8Y1vjHtZFbdXrFgx7nWTJ0+Wa6+9tsorw0RaFqv21UZTg0hyONhJ78Hs/NyoyKe8LVOkrjyzzEvlNqvvQY+YwyOSLcMjkmMQZk4V+9BFEnviOYk/94LYB8yRKNt1UYak997am2uJlIj6fwwAAAAmLCitzT3xpuw60iPZdQWR1Z0tetPaPNiMXNDBYZ43AABAaAU66Y1wpDedKe0SZG5bSyST3uNam/u8y9nxkt60N48e1XGgfzDfEcI+8mB9P7ZijX5blHmdD5g3tweWlW1LqFucM9cbAACgXEyv6D0rGEXvusZc0Xs0uEVvc1t2nrczfYrfS0FB46MoegMAAIQVRW9UPuk9uUOCzMknvSNc9PYZM72jy+zrF8NL7rY0iTN3pjiTWnXb6tiqdRJl3nMSF2X2zG3IzfVWSW8AAABMnOOI5bXqDkzSO9fefCSg7c1dV8xtXtKboneQeUEHl6Q3AABAaFH0RhWK3rWR9I5ce/ORABW9vY0Hw9HaeIDxzxOG6jhgGJI+bJF+Xey5lRJZjiPGyKi+S3vzfbc4J+kNAABQHmZPnxiZjLh1cXECch4f9KS3Sg+bowlxDUOcKZ1+L0eMnQPi5LruYc9J7yh20nJdW4Z3PC+OnfZ7KQBK5LqujPStEDuTqPyxnIx0r/yF2OnsdSkAqCUUvVH59uYBOVneX9LbVEXgjB29pHcAZuG6zdn25uYQf0xF93liV0eIzOG5FuerN4jkfk6j2NpcJ+ANQ9ym7O8H9pb0pugNAABQDtaWbJranjnV9xFYL57pnUnuFMdOBre1ubrukRu/45t0RupvuENS3/5fETs61zaK7qTVmg0+RMmONb+V5feeK//87Ucknej1ezmIoMxQtiMGSte94lZZ9pePyKpHr6v4sVY98J+y8cn/lgd/8pqKHwsAyo2iNyrX4qu3vybam0tjvbiWNW7nbxQEqb15vsU8Se/I2VNHCGdqp24NaDiOxJevlijyWv3r1v8BueAYOPW5oneS9uYAAADlYG7drm/tgLQ2V6x4q5hW9pw1PZpdX5BYudbmQZjnbW3tzp7njyYjtaG/UKY307s1eknv9Gj257S/+1+y/J5zJTGw1u8lIWJSA5v8XkJNG+p5Rrqev0nfTwx1Vfx4I33L9K2d5jotgNpD0RsVYQwMZduimaa47a0SaCpJmZvpZEaoxXmg2pvnZ3qP6g0TiI69dYRIH36Qvo09+4JEuugdwdZ7hXIbsu3NhaI3AABA2YqmQZrnragRSEGe6x2ked7WpsoXQmqW64oxODJu031UpUa6ZOX9n5KBbY/5vRQABcgk+2XD0svVs5ffSwGAmkDRGxVNbzrtbSK5FHWQObmit9fuKgqClPR2W7Ltm9VGCQpYUesIkUt6TxnfESJz2CJR2x9im7rE6B+UqDEpeu+X6yW9aW8OAAAwcemMmN07Apf0VuIBnuudT3pPC0LRe6vfSwiu0aQYuZbvboSL3jMOer20TD1anMywrP3H56VnzW/8XhKA/czx3vjENwPZ6QQAgoqiNyI9z9vjzXSi6O2TeFzc+rr8LGNEgzE8qltTq+K22zlpt99Je/4sfT/+3EqJGm/UgkPRe79JbyPBRhkAAIByJJYN1xWnuVHctmDNPK7LzfVOjQSs6J1MiblzQN91pk/2dy2uS9K7gNbmjrr+EQt+MKNS4vWT5KDTrpaOea8RcR3Z/NQ1svmZ68R1aYcPBFHPml/JwNaHxDDjMvmAf/d7OQBQEyh6o6JFb7ezVoreXnvzCBa9mwJQ9FYnn7kW5+bwqN9LQZXkU95qBEIsttvb04cfrG9jz70Qubb33uYPr/U/dpffKJMk6Q0AAFDW1uaGIUFS15htb54OWHtzK5eMV53j3KZs9zK/mNt79YZi7JkXcPCu/USZadXJ3OM/LzMOO0e/3LPqTln38BfFzhBAAIJkpO8F2fqvH+j7s478uDROWuT3kgCgJlD0RkWLWXaNJL13tTeP0EzvICW9x7Rx9hKuiFBHiL1sjskccqC4liVWT1++1WL0ZnpzUWavGmhvDgAAUO6id9Bamyvxpqn6NhWw9q7ePG+Hed6B511nYHxUlmEYMn3xe2T+iV8Ww6yTga6HZdUD/xm8bgpARNnpEVm/9KviOmlpm3mqTD7wzX4vCQBqBkVvVDbBWSNF70gnvRv93ZHu8RKtXrEP0Xme2FvRWxU1M4vm67txlfaOEGZ6Fz7TW7WVBAAAwMRYWwJc9PaS3qPBSnqb3dmit80875o5v/ICD8hqn/NyWXjadyRW3yGJ/tWy8v6Py0jfCr+XBUTe5qe/I6mhTRJvnCZzj/+s3qgCACgMRW+UXyot5sDQvotZAeNEbaZ3OiNGOqPvuo25wlFQkt7M9I5e0nsfm2Myhx+kb2PPrxJxHIneTG8uyux/pjdJbwAAgAlJJMXs69d3nZnZVHUQZ3qnR7rFDdDYI2vbjmDM8ybpvV9eVz86ae2uufMwOeiM70tD2wLJJHbIqgfPk/7Nf/N7WUBk9a7/k/Rt+LOIYcr8E78ksbo2v5cEADWFojfKzjtZdhvqfZ9rVWzSW6eMI1BYy6e8TVMkNxc3KElvbwc2wm+/SW9V9F44Xxc3VRcGa2NE0guuK0Zutj1J7/0nvZldCAAAMDHW1mzbcKe9LZDn8PHGbCHesRNipwclEGxbz9HWd31ub24MDInZH5CvS9DHR5H03qO65pmy6PTvSev0E8W1k7Lu0Uul+4XbA7XJBIiCxOAG2fzUNfr+jEM/KM2Tj/R7SQBQcyh6w5f0ZtCowpJrGGI4jhgj2WJTZOZ5B6RFjpOf6U3ROxJsW4ydA/t/rohZkl68MHv32Wi0OFfPQeq5SF1ecJuDd9ExKEh6AwAAlIe1dVtgW5srplWv2y8r6ZFtgbnuYdi2uHVxcdvbApHytqdkv0bYnTfKjk5ae2fFm+WAk6+UyQe+SZ1tydZnr5dNT14lrpPtEgigshw7Kesf+4re4NUy9TiZdsi7/F4SANQkit7wJb0ZOKa5a6Z0BFqcGyOJQLU2V/Jff9qbR4LZNyCG62YvEu3nwkPm8IP1bXzFGpFM+E+48ymEpgYRy/J7OcHVkEt6p9KR6NABAABQKWYu6W0HsLW5R801VVIj2dnjfjO3efO8J/u+kdyb523PmenrOmphfBRJ730zzJjMOebTMuvo8/Ql4951v5c1D31WMik6CQCVtuVf10uif7XE6ttl3gn/JYbB9SAAKAVFb5RdLSa9x578eDuAI5H0DlDruvxMb5Le0dscs5+LRPbcmeK0teg21rFV6yUyRW9SCPvkjh3NkEz7uRQAAICaZm3JFpKdWcFMeo+b6z0ajKK31e3N8/Z/o0A+6T1nht9LCSbV0S8/PopzrEJMXfgWOeDkK8SMNcrQ9idk1f2fkOTQZr+XBYRW/5a/yY41v9L35x5/icQbJ/u9JACoWRS9UXZmb1/tJb3Ver253lEqegcp6Z0reptqbbbt93JQYeaOIp4nDEPShx2k78aeWylh53U78LofYC8sS9x4TN81krQ4BwAAKIU6/zWHhvW4LzsABdz9Jr1HA5b0nu5zYSKZEjNXgKfovffzK91lzDCy3bRQkLaZJ8ui074r8capkhzaKCvv/7gM9Tzj97KA0EmNbJON//ymvj/1oHdK24yT/F4SANQ0it4oL9cVs7df33Um19Y8Kbe1Rd8ag0MSnaJ3gJLejQ3imtmnpCjMVY+6YjtCZA7PFb1XrxcZDXeBU110HLsRBHvn1udanDPXGwAAoCTW1lzKW82DrotLUNU1TQ/OTG/XFStX9HamT/F1Kdbmbbqg67S30rp7L7xggz6/yl1zQGEa2xfJQWdcL43th4idGpA1f/+M9G34swSNPX+W30sASuI6GVm/9HKx04PS1HGozDj8w34vCQBqHn/toexzktR8VbWD1ulok1oSqfbmAZzprdK8bnO2CE+L84i1Ny+AM22y2FM7xbAdia9YLWHm/fw7FL33y23ItjhXre8BAABQPDNX9LZnBre1edCS3qqIqjZdqk3berNAEOZ5z2ae996YjI+aENVmedFp/y2TZp0mrpOWDY9fKV3P3yiu60pgsJkBNapr2c0ysuNZMWPNMu/EL4lpBnfzGQDUCv4qQEXSm257m249W5vtzSOU9A7QTO+x7ZwpeodfsUlvJXP4wZFocc5M7yLk5nqT9AYAAJjgPO+gF729md4j3YFpba7PZWLZcTu+z/OeS2vz/SW9vWs+KJ4Za5D5J10m0w5+l3552/JbZMPSy8WxOQ8DSjXY/U/pXvFTfX/ucRdLfTMdCwCgHCh6w9f0ZpBEKuntFb0bApT0HjvXOzfTGOGk2td7RUqnY1LBH5f2Wpxv2CJG/6CEP4lA0rvQ9uZqliEAAABKaNPdlUt6zwp20buuMdfefLRHt4P1U1Bam4tti7Ul2+7dnkPSe18dCRU2FU+MYZgy84iPytzjPidiWLJz032y+m8XSjrR5/fSgJqjfm82LL1CPTNJ54J/k/Y5Z/i9JAAIDYre8D29GRROfqb3sD75D7OgJr0dkt7R2hzT1lLU3EC3rUUy87I7X+PPr5KwMoaZ6V10e3OS3gAAAEUz+vrFSKTEtSxxpnZKkMUaOsQwVKrakXSiNxBJb9vnorfZvUOMdEZvZve7zXqQecEGZp6XR+eC18nCU68SK94qI73Pyar7Py6JgbV+LwuoGa7ryMbHr5RMslca2hbI7KM+6feSACBUKHqjrMKQ9FYnjWFPDeaL3o0NEiRekY+id7gZO0p/nsh4ae/nXpBQct0xM725KFNo0puiNwAAQPGs3DxvnVgO+HgylTKNN07V99Oj2XSzX6zuXNJ72mR/17HRm+c9Q32BfF1LTbQ3Z1Nx2bRMPVYWnfE9qWueJamRLll5/6dkYNtjfi8LqAnbV/5cBruXimHVy/wTv6zHBwAAyoeiNypT9K7BpLfEY/l232bI53qr9tKBLHp7SW/am4faRDbHpA9ZKK5lirW9VycbQieREiNj67skvYtIeod8oxIAAEAl53nbAZ/n/eK53ik/53onkmLuHAxE0pt53kW2N89190N5NLTOk4PO+L40Tz5KnMywrP3H56VnzW/8XhYQaMO9z8vW5/5H35991H9KQ9sBfi8JAEKHojfKJ5MRI3fyV4tJb8Xx0t5hnuutvk8qza7bmzcEc6Y3Se9Qm9AYhMZ6ySycr+/GnlspYWN6rc1VMTem2jdin3IblUh6AwAAFM/aul3f2jOzCeqgq2vMFr3To/4Vva3cxls9qsnPTeRqHvumXNKbed77ZOaL3mwqLrdYfbsceOpV0jHvNSKuI5ufukbWTH1SXHH8XhoQOHZqUDY89lUR15b2OS+XzgVv8HtJABBKFL1RNqaaB6bbzdaJ2xysWdGF8nb+ejOfQt3aXLU/q8+mJAM305ukd6hNtCOE1+I8/vxKfbEnTPKtzZtpbV5Me/Owj6QAAAAoO9veNZt6Vq0kvafr29SIf+3NgzLP29g5IObwqO6CVSubFnyRTuu59QrjoyrDtOpk7vGflxmHnaNf3tL5gjw/+yGxjbTfSwMCw3Vd2fjk1XocQF3TTJlz7GfEYCwFAFQERW+UP72pUt41+j/uKCS9jdHkrtbmAfs+5Wd6q6J3yIqZGHNxrW9gQh0hMovm68015sBQfo5d2IretDYvDO3NAQBAYCSSEvv74+LkzouDzuzpEyOTyW5ar5FObfmk90gAkt4BmeftzJhGh6h9MAZz51fxWOA2/YeJKt5NX/ye7Hxix5K+li3yrxl/9HcUARAgvet+J/2b7xcxLJl/4qVixRm3AACVQtEbwWhZHBBuFIreAZ3nPW6mt5ppTBErlNQIBMNxxI3FxFUtAUsRi0n6kAOzd597QUI5b46id1FJb9qbAwAAv9U9+pTE//qopK7MzuoMOmurN897auA2Q+93preP7c29pLcTkHneGeZ5F9baXKW8a+TnvJapls1Hbny5xDP1MlzXJyvv/7iM9K3we1mAr0b718jmp7+r7888/CPS1Hmo30sCgFCj6I3ytyyukV3i+yp6m4NDEvqkd8DmeWvxmE4aKCYtzkP+PDFpQhcdMkccrG/jy1eLqE0SIeHNs6foXRiS3gAAICi8bka6Y5UT/Hm25hav6F0brc2VuN8zvVXXqu292bsBKXrbcyh674sXaPC6+qHyWhOT5ej1r5amVLtkEjtk1YPnSf/mv/m9LMAXTiYh6x/7qrhOSlqnnyRTD/oPv5cEAKFH0RtlE4akt5Ob6R3qpPdocJPeiuO1OM8V/xAuE53n7bHnzdIXLtR8ttjq9RK6md7MmysISW8AABAU9oxdRVBzs38zp4tNejs1VPSuy830tlMDYmey57VVbwmvulaplvCTWsXP7m3Wjj5935lN0Xtf6KTlj4ZMsxzZ9VppnbZEXDsp6x69VLpfuF3PNQaiZPMz35Xk4DqJNUyWucd/XgyDUgwAVBrPtCgP1w1V0jsyM70DKN/inKJ3uDfHTPR5wjAkc9gifTf23EoJCz3PfszvAfYjl/TW4xC4gAIAAPxk7rq8Yq7ZKIGWTu9KLNdQ0duKN4sZa/Yt7e21Ntcpbx9bZZubcynvyR3iNjX6to5aYOau7XjXelA9MbdODnjp12XygW9S3wHZ+uz1sunJq8R1Mn4vDaiKvo33Su+636srPTLvhP+SeEOH30sCgEig6I2y7TRW7WVVycHpmCS1ymt5ZY4mRDKZcM/0DmJ78zE7sL3iH8KlnJtj0odnW5zHVq0XCUnSd9fMOYrehfDGIehLjrQ4BwAAAdhcXAtFb2tbjxiuK05zU80VA+tyc73TI9UvelvdO/StM21y1Y89bh20Ni8YnbT8ZZgxmXPMp2XW0efpS9CqALjmoc9KJjXo99KAikoOb5FNT16t70875D3SOu04v5cEAJFB0RtlTW/qFl/xmNSshnpxY7FQp70NVdCvgaS3N9sY4VLOMQjqYpM9pUMM25b4ijUSrosyFL0LEouJG7P0XVqcAwAAP5k9vePbmwf4b5P8PO9Z03xNLJci3phtcZ4a2eZv0ttHsY0UvYtub15jmzvCZurCt8gBJ18hZqxRhrY/Iavu/4Qkhzb7vSygIhwnred4O5kRaZ58pMw49P1+LwkAIoWiN8oiDK3NNcPInwx5bbDCJuhFb2Z6h1giKWau00BZnitUi3Mv7f3cC1LzUmkxUml91yWJUPxcb5LeAADAR1auXbiiUtSxDVskqGpxnrenrmmqvk2Pbq/ugV1XrO5s0dvxs+idyYjZldu0MHemf+uotfbmnF/5rm3mybLotO9KvHGqJIc2ysr7Py5DPc/4vSyg7Lqeu0FG+5aLFW+VeUu+pDseAACqh6I3ApfeDEqLc2NwSMLIGEnUxkxv2puH93lCXXDItaWeqPThB+lba/2Wmv+dzacQVLeMMn19osDNzfUm6Q0AAHyTTovR16/vmkcfom+ttcFtcW5tzRaM7ZnZAnIt8SvpbQwMiZFIiWua4kzp8PV7Z9iOOM2N4ra3+baOmuC6+XMs7zoP/NXYvkgOOuN6aWw/ROzUgKz5+2ekb8Of/V4WUDYDXY/K9pX/p+/PPf5z+ZEcAIDqoeiNsghT0dtLeoe2vXki4EXv3A5sit7hY+7o07fO5Ell+5xqpEJmzgw90zn2/CqpZV5Lf1IIRSLpDQAAfGb29Om/R93mRrGOP0y/LrZ2kwTSaELMXIHersmkd26m92h31eegK7rgbWXH6/jB2rRV39pzZtZca/qqSyTFyNj6rlvg+ChHHNnYuUyG6rPnrii/eONkWXTaf8ukWaeJ66Rlw+NXStfzN4rrun4vDZiQ1GiP/nlWpix8i0yadarfSwKASKLojbIITXtzvQO4JdztzYOe9G5p1Le0Nw+fSj1PZI7ItjiPP1vbLc6Z5z2xpHeQ52YCAIBwM3OtzZ2pnWIunCeuYejCsrFzQIKa8nZUSjig54T7Em/MFr1TVS56e/O8fW1trr5/zPMumOmlvNXPeayw9sI7WjbI+qnPyLqptN2uJDPWIPNPukymHny2fnnb8ltkw9LLxbE5p0Ntch1b1j16udipfmmYtEhmHvExv5cEAJFF0RsTZ9v5k3mS3jXwvfJmBjcFu725qWaP29ld2QiHShW904sX6jaDVveO/AXHmm5vTtG7KMz0BgAAQZnn7U6bLEZjvTizsy24Y+s2BXaetz2r9lLeSrwp+7VNj2yrajLUK3rbfha91VzxzbmiN/O898u7plPM+dVAY25TiMG1iEozDFNmHfExmXvc50QMS3Zuuk9W/+1CSSdI2aP2rH3qJhnsflJMq0EWnPhlMa3sdQoAQPVR9MaEmX0DYriuuHXxULTl9YreZo3PB94TQxWS1WNUbdAagvkHmEqgqwKmYgyP+r0c1MIYhMYGySycp+/GnqvdtLfX0t/b+IHCMNMbAAD4zdt4mZ6c7RrmHDhX31oBbHFuekXvGmxtrsQbVdHZ0G2RM8ns+UU1qA22fie9dRv9RFLceEycaZMlKswSrwt4nbS8azyFGGzIbm5A9XQueJ0sPPUqseKtMtL7nKy6/+OSGFjr97KAgg1uf1rWPP5DfX/2sRdKfWv2bwAAgD8oeqOM6c1JoZgp5YQ46Z0vequCd1C/V4ahZ+Hpu7Q4Dw/H0Rtk9N3OjrJ/+szhB+nbuJrrXaOzwJjpXRr9fEbSGwAA+Fz03tj5vPxzzfnyyB3vyBe9ddLbcSSISW+nRovephmXWENnded6jybF7B/Ud20fi835ed6zpvs6V7za3bDqHn2qpI/1RtY5BZ5f2ZkRGa7LzrtHdbVMPVYWnfE9qWueJamRLll5/6dkcNtSv5cF7Fcm2S9rH/mq6m8unfNfI53zzvR7SQAQeRS9Ub70ZgjmeStubqa3LrgG7AJF2eZ5B7S1uccr+hnD4dt4EFVG/5AYti2uZYk7Kfs7Vk6ZRQt0twl1Mcq7GFRrmOldIq+9OUlvAADgh9GEnh28tX2VfnGod5Vub+7W1+m/T8yu4CRHjcEhvdFSdf7ytU33BNXl5nqnR6pT9La6c/O8J7X62jEtcvO8bVsafvXnXS8Xkdge3968sI8b7VshYtTmBuowaGidJwed8X1pnnyUOJlhWfOPz0nPmt/4vSxgr9SIjY1PfFPSo9uladJ8mXfcBX4vCQBA0RtBntM7EUM9/5InfvcJSQxsKPpjVcpYXQRQLdvD1l47n/RuDHjRO5f0NofC9fWPMrM3O5fL6WhT8YzyHyAek8whB+q7sedWSi1ipndp1AVljaQ3AADwcZ63mGM6aZmmZObP1ndjazdKUFhbcinvqZ0idXGpVd5c79TotujM81bfv825pPecaMzzrr/nHxLblC30K0Z9vLTzqwKL5cM7ni1yhSi3WH27HHjqVdIx7zU6Obv5qWtk8zPXiesyYx3B07PmVzKw9SExzLgc+aqvixXnWg4ABAFFbwR3Tu8EbHrmeund/KhsW3lH8R9smvmik9oJHya1UvT22o95J6mofdV4nkgffrC+jS9brVMBtdvenBOlYjDTGwAABGGe94s3dtoL5uhbS7U4D4han+e9W9J7Au3NG67+sSQu/KZIASO18vO8fWxtrlP6OwezKf3Z2aJ/mMWeWS51TzwrKnedfOlxE2tv3lrY+dVw73MlHQflZVp1Mvf4z8uMwz6sX+5Zdaese/iLuv08EBQjfS/I1n/9QN+fc/QnpHXKIX4vCQCQQ9EbE2YELOmdHN4qwz3/0veHtj9d0ufwdgJ7J0mha28e8KJ3fqb3MCc1YZHvCDG5/PO8Pfb8Wbo1uCp+WmuK7/Lgq4ydL9o6zcz0LobrtTcn6Q0AAHwsersvKnpnDsjO9bZUUjWVliCo9XnennhTdv2pCbQ3986NY088V3DS2/Ex6a1/jrzCu9fpKKTU5oyGPz6o76detkQyC+dPaHyU29JSUJvikd7nSzoOys8wDJm++L0y/8Qvi2HWyUDXw7LqgfMm9DsPlIudHpH1S78qrpOWtpmnyNRFb/F7SQCAMSh6Y0KMkVExc+nhoBS9d268J38/MbBOMslssa0YjjfXO2xF79Fam+lNe/PQJb0r+Tyh2kgedpC+G3+2tlqcexs8XMsUafRvTmAtIukNAAD8ZPbkkt7q77gx3I42PQPacByxNmzxZ3HjFuSKtXW7vmvPqu2id11jNumcHqlCe/OMLWZPn+/tzb2id9jneavzosZf/kkM25b0QQskdcrxpX0ix9l1jlVA0js1tEns1IBUleNIzbOzvx+xFWuk7qF/SsNvdl2PK4f2OS+Xhad9R2L1HZLoXyUr7/+4jKjZ64CPNj/9Hf2cEW+cJnOP/5zepAEACI6Y3wtASNKbbS2BmAmmduf2bfxL7iX1R4crQz3PSPvs00pKeoe16C1BT3rn2jubtDcP33NFhTfHpA8/SOoee1piq9ZlZzzXSArCe67RGz44YSpOg5f0pugNAAB8KCRv37HH9ubqbzqV9q576nk919teVFpatVyM3n7dGceNWeJMqVz3pWqIN03Vt6nRbBG/0psa1MYFt6FeXHXdwyfWpgjM87Ztafj1X8QcGBK7s10SZ72i5HMjtYHecF3dDt5tynaSC15rc9W8vUakM/qcXhW49b8dudu+fv37sSflGgfQ3HmYHHTG92Xtw5foYMvqB8+XeUv+SybNellZPj9QjN71f5K+DX8WMUyZf+KXJFbX5veSAAAvQtEbE2JUI71ZhNGdKyU5uEEMq06mH/gq6Vp5twz3PF100dvJtzcP50xvJ+BFbyff3pykdygkU/l51ZWc6a0///QpYk9uF2vHTr3bPHPUYqkFppdCaGaed6ntzSWR0hee2TQAAACqxRgaFiOR0oW13YreqoZ3wByRp54Xa+2m4LQ2V2lly5JaFs8lvTOJHeI4aTHNym3AN3PzvO3pk/37O1OdT23bEfqkd/1fH5HYhi3i1sUl8dbX5je3TmxTcdMefzdfbCRX9K5PN0syPlyVromBpH7WckVta0xx29g5oGMle+LGY3qMmdpMo/7VPfqUGKNJccq40aeueaYsOv06Wf/oV2Swe6mse+RSmXnEx6RFXDH2ujKgvBKDG2TzU9fo+zMO/aA0Tz7S7yUBAPaAojdqIr1ZbGvz9pmnyJR5L9NF76Ge4ud6hzbpPVIrSe/c118lvSlihed5Qu2wn8CFi4KoRM3hB4v14GMSf25lzRS9vXlzaiY5Smxvrv6j0v2V/hkDAAB40TzvvZ0PZ+bP1llOa0efGAND/iaFc0Vvu8bneSux+nYxzLiep5oe7ZH65sqlny1vnvc0H1ubb+nWqWXVLt/Pn6FKij37gtQtfUbfVwnviXYj8LrGedcW9mc4N8+7NTGlKkVva/1m8X1U4djEtnd/H9fAVLcDO1fYzhe5J3dkfybHXLOx+vol9vTysq/ZirfIAS/9umx+5jrZsebXsvXZ68WZfqAs3FZiC3ygCI6dlPWPfUUcOyEtU4+TaYe8y+8lAQD2gqI3yjOnt8LpzUK4ri19m+7V9zvnv1o6Zh6r7yf6V4udGhSrrrXwz5Wb6b2vP/hrUc3M9PaS3raTTW8y47imVft5In3YQVL/4GNirdukN654m1iCTG/wGNPaH0WIxcS1LD33T7fspOgNAACqXfSe1rnnd2hsEGfmNF1wVn+b+rkhM0xFbzU/Vc1STQ1vlvRod0WL3mau6O3vPO+toU55m13bpeEPD+j7yZceL5lDDtxtjN3m9hekNTZXCs30ewEGr4vfvtjpYUn0r9H32xJTpKd1vVSaej6oqnRa39hPr5CGP/x4VyBiD9RG7LFFbS/BrdvE+xxIMMyYzD76fKlvmStbnvmebGtfI4n4kBwsb/d1XQi/Lf+6Xl9fVpuu5p3wBTGM2u6YAgBhRtEboUl6D21/Urc3s+rapG3GSVLf3C71LXMkObRJhnf8S9pmvrTgz+WdGOkTpRAljWulvbkuYjXUi5FIijk8LA5F75pW7ecJt6NN7NkzxNrcJbFlqyR94tFSK0nvQpMI2D3tref2qaK334sBAACRYXlF7ymdIgN7fp/MAXN0wVnN9fat6G3bu4q3s2q/6K3UNU3PFr1HtlV2ZnuuvbluC++TMM/zVonjxl/+SYxMRjIL50nqZSfs9j6DA8/K2ulPSnNmvSyWiwr7vEUkvUf6lun52vGm6RLP7H/+dznEVNF7YmH2oqguaKL2V/cP5gveqnPA2KK2re5P7gh86EBtepm66K1S3zxLNjz0Jelv7pZ/ubfJgqGXSn3LbL+XhxDq3/I32bHmV/r+3OMvkXijf/8/AADs3/4H2wB74zhi9g0EJundt+Ev+rZ99hliWtn9vy1Ts8WuoZ5sm6yi25tnMiKJpIRCLgWpBb3ored6N40rBiIERe8qPk+kDz9I38afe0FqgTfznKT3xOZ6q40yAAAAVU96T91L0lvP9Z67K9mpNlT7tE4jY+uNgm7HJAkDlfRWUiPZBHslGDsHs5sqLdO/ax6OI9bmbeFMejuONPzmHjH7B8Vpb5PRf3vVHudvDw08q29tI1Pwp/a69rmt+z+/GtmRbW3e3Hm4VIPRNyDmzsGqHOvFAQglcc7bZfAz58jwJ94jo+94gyRf+VJJH32oOOrnK+AF77HaZp4sR254hdSlGyVh9MnK+z9e9LU/YH9SI9tk4z+/qe9PPeidOmQFAAg2it4ombFzQAzHEVelcn2eK+VkEnrnndI+91X517dOPUbfDhc71zsWy6ehw9Li3CsGqcsstdD+1yv+UfQOUXvzKnaEyBy6UFzTFKurR88nCzpjeGTcZg8UKTfXW5IUvQEAQBU3gfdki972vores6eLG4+JOZLIp619a20+Y1poupjVNWWL3qq9eaVY3T27kvyWP61szW07xEhnxK2v2+fmilpU98CjOvGsfj9G3/bavRZchwZVErs43nUEp4Ck93Dvc/q2qUpFb53y9pGrRhzUFdooPthakh1yzPpXS7MzXezUgKz5+2ekb8Of/V4WQsJ1MrJ+6eVipwelqeNQmXH4h/1eEgCgABS9UYZC1iTfT5z7u/4hTmZE6ppmSPPkI/Kv95LeIztXiJ0ZKS3tPTgkYZCf2aQK3nvYPR00rpf0zhUDUaNcV8zefn23mukINW/MS9XEaiDtzUzvciW9c90sAAAAqrEJXKWn1Sbw9ra9v6NliT1vtq/FLtMreoektXm1kt6Bm+cdkg0LihpDVf/IU/p+4g2vEGfq5D2+n50ZleHh1UV/fu86jnddZ29c15GR3uomvfPzvI0qXZcJeTesOrtRDs+8QybNOk1cJy0bHr9Sup6/Uc+CByaia9nNMrLjWTFjzTLvxC+JaYZjswgAhF3wK18ILD9aFu/Nzg335FPexpgTh/rmGRJvnK625+VbVhXKOzkKTdI7187KbQp+a/OxxT+TondNMwaG9JgAlbre58XACkgfkWtx/vxK31pJFsRx9DxqhZnepVGtOhXamwMAgOrP8+7Y76ZiNddbf8xaf4re1tbt+tZRCc+QUDO9lfRo5WZ6W7mit7/zvLtCN8/b7N4hDb//q76ffMkxukvX3oyoFLZrT2B81L7Pr5JDG3WK07DqpbF9kVSc6+7a/BKPVf54Y36Ow8ySuMw/6TKZevDZ+uVty2+RDUsvF8fm/BClGez+p3Sv+Km+P/e4i/QMeQBAbaDojZpqWbwnmeROGdj2qL7fMaa1uWfXXO/sLuJCOa3Zlu1G2IreNTDPW3Fobx6u54mOtqp3GMgctEDcuriel2bm5uAFkSp4q8yGaxg1syklsEnvJElvAAAQnHneu8313rhVJF34XOKySKXza7VnhjDpXcH25qo4qzjT95xCrjjXHZ/0DoPRpDT+4o+6ZXtmwRxJnb7v+bhD24u7jqOlM/nNsM5+kt5eOKKp/RAxzMoXoVX3ALU2dZ7qxqrTMt/sym56CTsVgJl1xMdkznGfFTEs2bnpPln9twslnQj+uDMEi/qZ2bD0Cj0gsnPBv0n7nJf7vSQAQBEoemPiSW+fi947Nz+gd/42TjpIGtoW7Pb25slH6dvhnmdKbG9O0dsPtDcPB1+fJ+JxyRx8QPZugFucexs79M98DYweCCKS3gAAoNryheQCit6qO5oqvhm2nS18V5FKeRquq2cb76/Vcy2JN03Vt056WOx0BUaSqRnsA9nPa++l9XalGWrz7tCI7poVig0LjiONv71HzJ0D4kxqldE3vnq/5z/FhhfGjY6KxUTqs+cJ+53nPbm687ztedVLjVpd4U96jzV5wetl4alXiRVv1Z0CVt3/cUkMrPV7WagRauTBxsevlEyyV19jnn3UJ/1eEgCgSFxdx8QTnD63N+/b+Bd92zHv1Xt8e8vUY/TtSN+yolobOWFrbz5SY0Vvkt6h4PfzRPrwbIvz2LLVInbxbfGqgXneZUDSGwAABDjprWYxe2nv2NqN4ss875nZInFYWLEmseraKjbX2+rOtTZXI5oasn9rVpuX8nbU965KrbArqe5vSyW2ZoMuRo++9bUi++ly5WQSMtq7vOjjmN75lbqms5856CO9z+rb5s7DpBq8EQcq5V4tUUl6j9Uy9VhZdMb3pK55lqRGumTl/Z+SwW1L/V4WasD2lT+Xwe6leuTB/BO/LGasNq6hAgB2oeiN0iSSYo6M+p70Tg5vlZEd6iTFkPY5r9jj+9Q1z5ZYfae4TlpGepeVkPSuwK5xH9TcTO9c0tubxYXa5HdHCHvBHHGaG8UcTYi1proXGIufN0fRe6JJb/X/JgAAgIrL2Lv+zi2k6D2myGV583yrxNqSLQg7s0KQFH6ReGO2kJ8e3V6RNtSK7Vdr83HzvGu/tXlsxRqp/8cT+n7i9acXNCddpbBdt/hxAF63Pm9k2t6oDgGJgfX6flNnFZLemcyudvXVKnonU/nnqqhpaJ0nB53xfd390ckMy5p/fE561vzG72UhwIZ7n5etz/2Pvj/7qP+UhrZs50AAQG2h6I2JpTfVScR+2kVV0s6N9+jblmnHSbxxzydNhmFI85Sji25x7oYt6Z1vb94oNTXTWxWxMsFM6GL/vBNs16+OEKYpmUMX6bvx51ZKkJPe+7sog0JmelP0BgAAlWfu6NMtw92GenFbCmsZbh+QK3p376hqNysrn/QOX9G7rnG6vk2PbCv757a25eZ5T9t/cbZSds3znim1zOzpk4bf3afvp5YcJZnDDy7o44Z7nta3dXVTSxsftb953joU4Upd00yJNxS2eWWimxiMjC1Oc5M4Uzoqfrz8841EV6y+XQ489SrpmPcaEdeRzU9dI5ufuU5cl2tMGM9ODcqGx76qx2dOmv1y6VzwBr+XBAAoEUVv1GR6U3Fdd1dr87mv2uf7tuSK3sXMg3JaW3YVXdPF7y4Obntzf1qzFU1dQLKyT1HM9a5RqXR+Dp6fzxXp3EWV2Mp1eqd70Hg/3153A0xgpncAv78AACDk87z30z7Z4zY1ip1Lt1Yt7a3mUu8c0HftGeEresebso8pNVr+9uZmrr259z2rOtWpqqev9pPeiaQ0/uIPYqTSkpk3S5KvOLngDx3anr1+09JWXOtxL7iwvw0pe5rnPdCY/VkaaCp/9wBr/eZdKW/D0LODKy2Krc1fzLTqZO7xn5cZh31Yv9yz6k5Z9/AXxc5wnQm7ri9vfPJq3QpfbYKZe9xndIAKAFCbKHpjYkVvH+d5j+5cKcnBDWKYdTJp1mn7fN/mKUflT2ocJ13YAerrxM3NzfLaY4WjvXltJL31SWCuCMhc79pk9vXrW52A8fHnTs3AczomiZHJSOyFtRI0+SRCgSkh7CPpnaDoDQAAKs/syc3znlJcOjRT5bneVleutXnHJJFa2fxchLrGbNE7Xe6idyaj08lKIW24K9ravLO9ds7hX8x1pfGue8Xs7RenrUUSbz5Td+IqhGMnZaQvO56upfXQ0tqb7y/pveO53eZ5d01aJZUSy8/znq1vU3a2m0AlWRS9NVXAnL74vXpGs7qGOND1sKx64DxJjZR/wwxqT++630n/5vtFDEvmn3ipWPFsCAoAUJsoemNi7c19TG96Ke+2maeIFd/3yUxD2wKx6trEtZMyuvOFwouu+RbnQyFqb147Fzvyc71Jetf288Tk6rRu2yvDkPQRBwe2xTkzvcugwSt6094cAABUntWdK3pPK67onW9xrpLerivVmucdxtbmSrwp2948Veb25ub2bPt6p7Fhvy2yK170nlu7Ke+6h/4psVXrxbUsGX3La4oq3o/0Pi+uk5ZYw2Spb5hZ0viofW0qVinr4b7n9f2mziOk4kaT+dR11eZ5j5lNj6z2OS+Xhad9R2L1HZLoXyUr7/+4jPSt8HtZ8NFo/xrZ/PR39f2Zh39EmjqL22QDAAgeit4oeYaZn0lvNX9n58Z7C2ptrhiGKc2Tc2nv7dm5UIXwdgaHKuldIzO9x831puhdk/x+nhgrfdhB+QuMQescwEzv8rU31+3rq3ABGQAARFs+6a3amxdBtal2Y5be9Oh9jqrM854VzqJ3Xa69ebrMaU0r19rcmT654Pb15Vbr87ytleuk/m9L9f3Ea08Tp8iNF/nW5lOOKfrY+fbm+9iwoLoGOulhMa0GaZx0oFRabMNmvZHCntwubluVUqTpdL5jAXZRyf6Dzvi+DsdkEjtk9YPnS/+Wv/m9LPjAySRk/WNfFddJSev0k2TqQf/h95IAAGVA0RvFcxwx+7JzwZxOfxKcQ91PSibZq9PbrTNOLOhjds31fqbg47i5ud7eSVPNcpx8ArKmkt5e0TtgRUoUOQbBx44QHrdzkr7Ypy40xJ4PUNrbdcUYHs3epb15ydz63ExvVfBOFTjCAgAAoBTJlJj9g/quPWVycR8bi4k9d5a+a+VaHVeM64q5NeRJ73x78+1lnY/spWOdaT7N885kdm1YqMF53saOnbqtuZI6/gjJHLW46M8x1PPUuOs4RZ1f5TcV7/38anjHs/q2seMQMczsWLtK0t0dqp3y7t6R7VjQXDvBh2qpa54pi06/TlqnLRHHTsi6Ry6V7hdu17OdER2bn7lOkoPrdEcJNfddBaYAALWPZ3MUzegfEsO2dYsqd1KLr63N22efIaYZL+hjmnMnS8M7/qWT4lFKeo9t+es2NkityM/0Juld20XvACS9lfThwWtxrjowGE72Ap3LxYjSxWLi5uYDGirtDQAAUCHm9t5d54olbCjO5FqcV3qutzqHNYdHxTUM3+ZSV1q8QW06MMV1M5JJ9JW96G37Nc+7a7sYtiNOU6O4ah57LUmmpPEXf9R/k2fmzJDkK19a9KfQ87x7s63Hm6cWmfROpMTI2PsdH5X//J2HSzXEfCh6W125zRszplbtmLVEzW0+4KVfl8kHvkn9tMjWZ6+XTU9eJa6T8XtpqIK+TffpWd4ihsw74b8k3uDzWD4AQNlQ9EbRzN5cy+KONpFckaHa7Wf6tzyo73fMe3XBH9fYvlDMWLM4mWEZ3bm6qKS3UeMzvY2RxK4WwD58z0pF0ruGqWRJb39gkt5K5tCF+qKfvoiUmzfuN+9nW80LFMvyezm1yzDyLc6Z6w0AACrJ8lqbTymutbnHPmBu9vNs2CqSK85VgpcUdqZNFolXPsnqB5XQjTdmC9Op0TLN9XZdsbp37Gpv7gNr45h53j61Vy+J60rD7+8Ta0efTlkn3vyaks5xRnqXZed513dIfUv296VQpjfPu6F+nz/3w73P6dumKhS9jf5BfW6szkUz87KdHqohP0N8OkXvfT2HzD76fJl11H/qS+S9634vax76rGRS2W4eCKfk8BbZ9MRV+v60Q94jrdOO83tJAIAyqp3qFwLD3OFverO/6x/iZEalrmmGNHUeUfDHGYYlzZOP1PeHdxQ219ubAVXr7c1rcZ732KS3mnmH2qJayhmpdDZZojbIBOTnybvIGH/uBQkCr/XevubNoUD12aSVkaToDQAAqpD0LnKet0d9nNPcJIZqYb05W9ysBHOL19o83AWvXS3OyzPX2+gbyJ7HWJY4k/1J/tXqPO+6h5+U+Iq14lqmjL7lzH0mrQtqbT71GDGKLPp7Xfq8rn17ogqaycH1+n5T52FSadb6zdk1qTEDqhhfJZbXpn9GODs9lIv6GZu66K1ywMlXiBlrlKHtT8iq+z8hyaHs9w3lkUkFY76846T1HG8nM6KvEc849P1+LwkAUGYUvVFzc3p3bsi1Np/7qqJPgFqmHKVvh7Y/Ha325vmid+3M81YcL+lNe/Oa3RzjtrcFKsGcPvygXS3OAzCvy0t6exs8UDqd5lAStDcHAACVY27PpoDtEoveKrnrtTi2KtjiPJ/0Duk8b09dU67oPVKeorfVnSsUqu+vH13SVNJ8U1fNzfO2Vm+Qugce1feTZ75MnNmlr31oe7bo3TzlmNI3Fe9jnrfX2ryueVZVWhrH1mZbm2eq2NpczYX3NujYtDcvSNvMk2XRad+VeONUSQ5tlJX3f1yGep7xe1mhUbZuHBPU9dwNMtq3XKx4q8xb8iWd9gcAhAtFb9RU0TuT3CkD2x7T9zvmFt7afPe53s+I62bn6O6Ll77URdfc3N1aZIyM1nTSWxcGA1CgRO1sjtmbzMEHiBuPiblzQMwt/p905dvvlZiCwC5uPe3NAQBANZPepbe+3jXXO1sMq0jh1GttHPKid7xpur5NjWwLxTxvc0ef/nvWjcVqZha70dsvjb/9i6hIQuqYwyR9TOnp6bHzvFtKKHp7Xfr21UkrP897cuGdAyf0u+jN88793lfrecpwHD1Gy23Lju3D/jW2L5KDzrheGtsPETs1IGv+/hnp2/Bnv5eFMhnoelS2r/w/fX/u8Z/Lb5oCAIQLRW8UzdzR71t7852b7hdxbWlsP1ga2uYX/fGNHQeLaTXoP14TA+v2+/5uU6O4pimG69b0XGljNFsEcpsapCaL3mrDQe4xoDb4PQZhr+riuvCdT3sHZaY3Re+yJb2NJElvAABQGWoztDmSELUd15lS+t+5XvFLzdz1NiiXewOq+ptIF05LTaTXiLrGbIo1PZot8k+Utc2b5+1PwTmf8p49LVAds/bGTaak7o4/iJFIiT1ruiRffeqEPt9I33JxnVR2nnfrvJKT3mqmeCnzvF3DKXvx2RwZ1Ruv1denWqyunl0/x7U0Fz4A4o2TZdFp/y2TZp2mZ8tvePxK6Xr+JnH1Mz9qVXq0R38vlSkL3yKTZk3suQoAEFwUvVGcZCqfTHQ6qz/fqm/jPfq2Y+6rSvp404znZzYNF9KmyDTzCcxabnFujHpJ79oqekvMyheyTFqc12bSO2hF7zEtzmPLVonYdjDam+/jogwK4zbkkt4UvQEAQIVT3m7HJJF4vOTPo/72U+3RVSnKWre5cvO81SxfP1p0V1G8scxJb6+9+fTSk/wTYW3MzfOeXQPzvF1X0v/3RzG7d+g59aNveY0+h5+I4dwoOtWlr9hxdmOv27ite95U7Lr2rqR3NeZ5eylvNZ99gl+bYqgNNfq4M2ltXgoz1iDzT7pMph58tn552/L/lRUzHxHH8Pf6AUqjfu83PH6F2Kl+aZi0SGYe8TG/lwQAqKBwn/2gcoWspkaRKs+HTg5vkZHeZ/WPbfucV5T8ebwWWcM7Cpvr7bXFMgeHpOaT3rVW9Gaud+0nvQPW3lyxD5grTlODTumYayo3R7EQZr7oTdJ7wupzSW/amwMAgArJz8gtQ3pa/U2qWOvK//eotXV7JOZ5j5vpPTrxmd4qde+1x7Yn0L6+LEnvucGf5x175Clxnlquu+Ml3nzmPluKF2qo56mSW5uPPb9y9rKWxMB6cTIjugNgQ1u2A1glxXJFb2+kQbV44w2c6RS9S2UYpsw64mMy57jPihiW9LRtkH/N/aukrITfS0ORulf8VIa2P6l/7xec+GUxrepezwYAVBdFb9RMy+KduZR3y7RjJd5Yequx5ilH6duh7U+LW8CcaO9kqaaT3vmZ3rVX9M4n7Wu4vXzkpDNi9A8GNumt0i6ZQxfpu9azL/i6FGOYmd7lTnpLkqI3AAB74jiOXHvttfKyl71MjjnmGPnIRz4iGzfuveC6cuVK+ehHPyonnXSSnHzyyXLeeefJli1bJMp2zfOeeNE7s2DMXO8CzkuLYW3dFol53kq8MfsYM8k+PQ+6HPO8HZXkr8/9bVlFqjW3uXNAXMMQe3awi97Gjj6J3fuwvp9+zaliz514Mt2xU/nW4y1TSyt655Pee+mkNZJvbX6oGGZMKsq2xdqQfc60c7/vVWHbYm7fsavbAyZk8oLXy8JTr5KYXSeDjTvk6Xn3SGJgrd/LQoEGtz8tXc/frO/PPvZCqW/NbjgDAIQXRW+UlvSucnpTFacn2trckz25iUsm2Sup4f23knNbW/Stt+O7FtXqTG/Fbc5tOiDpXTPMvn7dqtGtrxNXdYUIoPThB+tba8VaPYfOF667a6Z37uccpXPzSW/amwMAsCff//735bbbbpPLL79cbr/9dl0EP+eccySV2v3/nX19ffLBD35QGhoa5Cc/+Yn8z//8j/T29ur3T0Z4g5lVxqK3PW+muJYp5sCQGLnz7LIVvHJzqaNQ9Lbq2nR6rxxzvb2it+3zPG/98+VD0b0Y9f94QgzXFfOwhWIff0RZPqee520nJVbfLvWt84v/BI6Tv26wt9T58I69z/MuN2tLtxjpjDiNDeJMq17nALOnTwzbyZ6Pt7dV7bhh1jL1WDlq/SulIdUiybphWXn/p2Rw21K/l4X9SCV2ytpHvqqeHKRj3mukc96Zfi8JAFAFFL1RE3N6R3e+IMnBDWKYdTJp1mkT+lyqjU1Tx6H6/lDP09FIetfqTG+9Q7txXJsy1NjmmBLmsFWDM2uaOO1t2YsQz670ZxHJlBiZ7Ewwkt4Tpy7qKEaEL8QDALA3qrB944036rT2GWecIYsXL5ZrrrlGurq65M9//vNu73/PPffIyMiIfPOb35SDDz5YjjjiCPnWt74lq1evlieeeEIiSRX4eryidxkKWPF4ds6vl/YuE7O7VwzbFrehXtyO8Be81NzneK7FeWpkYi3OrdxmAd/need+LoLK6OuX2HPZc6jYa04p2znfcK61ecnzvIdHdSFeJeX3tvnaS3pXdZ63SnlX8bw4P89bpbwDej5ei5rSbXL0hldJ28hUcTLDsuYfn5OeNb/xe1nYR3jq+fu/qjdD1bXMkdnHnO/3kgAAVULRGzUxp9dLebfNPEWs+MQTkV6L8+ECit7eDmGjhmd6Sy3P9G6mvXmt8XMMQsEMQ9KHH6TvZu5fKjJa/blc+dZ7qlgbr3BrvQhQF3YVkt4AAOxu+fLlMjw8rNuUe9ra2uSwww6TpUt3T6up91PJcJX09phm9vLBwMCARJEa32Ok0jqd7ZSpmOzN9Y6tLd9cb2tr966Ud0QKXl6L84nO9Ta7c0nvaf4mvYM+z7vu4Sd1cdleNE/MMq7VCyW0TDm65PbwiquuIeSer8bKpAYkOZT9XWuqatF7dsWPNe64Xbk2/TOY511ucbtejth0uk4Ni+vI5qeukc3PfE9cN7uZHcGxfdUvpWf9A7rTp5rjbcUIGgBAVHCVHcXtbO/tr3rRW/3xuHPjvfp+x7xXl+Vztkw5RrpX3FpQ0tsretdse3PV4itX0Kvpmd652ccIPr/GIBQrffShUvf4v0Q2d0v9jXeK/fbXi1vFNedbm5PyLo/cTG8jQdIbAIAXU4luZebM8QnSadOm5d821pw5c/S/sX70ox/pIviSJUsmtJZYrLp77y3LHHc70b9x3ckdEquP7/4OYwrMhR7LXTRP5P5H9NzfmOGqD5zw1zO2LZvydGdPK8vX2kvcmqZR1e9dMceqb54uaou6ndhe9BrV49Mfk87kN+8aZfravdg+v4apVL69ujF/VonHN8f/DFbgMajNH/F/rdD3ndNP3HWsCXLstAzveFbfnzTjuHGP37IK+90yR7Id7qSteY9fv+Hty/Stmunb0Lz/EQUTelzJlFibt2XvL5q33+9nOb6GL34OkFl7/jku57H2ePynl+vb+H0PS+aU46Qa1E9ItZ6fTNeSA076gjS2zZUtz94gPavukPTIZjngpEvFijcF6v9bQTrW2O4NlT7WSN8K2fT09/X9ecd+SlqnHBKKr6FZ4HNhuVXzWABQDhS9UTBDzRrLZMQ1TXHbW6t23KHuJ/X8bTWrq3X6xC6weJomHyZimJIe2SapkS6pa9r77mQnN9NbpzJdt+Z2y6sCkLditzGbhKwlepe2LhDmTmAReDWR9FY/W5NaJfmBt0jDz+/WG3qa//eXMvrW14o9b1ZVjp9PIrQwz7ucM73VBSYAADDeaG7cUV3d+DnB9fX10t+f3di8L2qu96233ipf/OIXpbOzc0JFv44Of/72aWvbc7vjQmUGByWjLqLMmS5Ne3gM6rEVeyx3UpMkmxt1W+ZJA/1iHphNfu/P2B5FL/56Jru2i6vOeQ+eJ1YZvtapuCWO2l/YEJeWKn7vivk56Zs8R3asVVXvHQV/nPc1bKj//+ydBXgj17n+35kRg2WZ2V7DMnM2S8EGikkKKXOT9ialf3KLaZsUbntTSG+appAyQ9KmaaDJZiELWc7yrr3rNTPIYpqZ/3POSLK9ZlsjsM/vefTMWJY1I2k0nnPe73tfDX1dUlM7gmS8bzEhszR3WvbaY24r8lQWiwH8GPsn1vYgRLZvz0BmxfS6p+VQGNHyT6vVAC7ihBRPQi/vhyhJ4GvKYF1SGZfvFsHRcYLmeWsNNhSWLwHHDRFZTIOvY7xthcWQ8h3Nyhj1O9p3sZYuswpXTOo4mcnrEs+008+Ty85E5ryJ7erj8R4SZFFCoEux6bcsKIsdb50qbGs65ye1tqXRCKN+5mpsi5CVZUHW1Xcju6AKZ3Z+BQNt+3Fxzyex8qbvw2DJj9s21f6sErktrVZIyLbCQQ/OvfAQZCmE3IptqF7zrriez5P5HnomeS6MN4ncFoPBYMQDJnozpt69mZkxrQr06dLf/CJdZhZfA54fpaJ+GhBbG1PmAnj7z8HdcxJZZWMPKqOCFMlFozbhpjTrlo52eRML5QR+bvEi+v7zrNM7jRwh0qPTmyDnZUP/yXfD99O/gW/rgvGP/4L/lu0IL1O3EnhopzfL844P8tBObzJhyGAwGAwGI0bUppxkew+1LA8EAjAajeNmYj7yyCP48Y9/jLvvvhvvec97ZrQfkiTD6UxsbBHpUCITtk6nD6JI5NvpoW1qpxMogcwMePo9o762KFPZlraihOYje07UIWyfXEHB0E+sf+i+kM+3s5cWPTszbMAo+zlVdCERZBTp94cQisPzTZZhr2sCRM5Ol25H26T/Lvoe+gNh+rqEumaQq0kxLxsOR3yPUQOpnSf75/ZD1I6+f5qz9SCzHeHi/Cm99mGEw7HX5XL5IfqIBBxHXB4YXj1JX4tv42r4nb64fLcI7ZcO0KU5ewUcjuEF7x7voJPTeNvSdPbT9zBoMIz6He1pOU6XWuuCSb3HM3ld2lMX6fkiVF4Mr8rbGgrX1QtDKAxZp8WARj/qOSBe25ry+UnFbYXD4qifuRrbGvq6dFlXo2b7I7i09wtw917Awb+/B1Wb/wfmrAUp8X8rlbYVCg1awKu5rcsHvwHvQBN0pjws3vYV5Vw4S95D7yTPhfEmkdsi7yPrLGcwGDOFid6MlO7elMJ+DLTtoev2suvj+tzmnBVU9Ca53lllN479QI0AyWQA7/WDd7npejrBp7G1+bBMb5LTGw4DmuHdKYzUgvP6wAWCtLtEyrIhHeAyLAi8983Q/OMlaM/Xw/jMywj0DyC4ZZ2qzg6xTG8mese105vkCyIUSvbuMBgMBoORUkRtzbu6ulBWVha7n/y8YMHok/OhUAif//zn8cwzz9Dl+9///rjsSzicmInTKyETtjPZtq6rjy5DWXaIoz3PkKK7KW2rvJiK3vylJoQ3T93ZbOh2hJYuei0kWc0Ik2KGOLzX2sjrIqJ+Ij+7qWxL0CvZxQFP55T3kRR2kL8R2hVLaDE3W7XXOd57SIoqCOGigulvf8jf0WOQ9ujHD/2+Y7QZIFxSgGBxATQREWSm3y2Cs+s1ujTlrBzxXKI4ue+WxklM7gHRZBrxGBKb5+lT7M0NmYsntb8zeV26eiU7nIjeam9rKJpWJddezM9BmL5vsmrbmgyJ2g55lck6Pxlsi1Cz/TFcPvB5+J0NqN15D8rWfRG2oi0z3k4iPyu1t0XOtWpvq6/xBXojUQ/Ebp44R7h9nlnzHkqTPBfGm0Rui8FgMOIBK51hpLToPdC+D1LYR+3HTVlL4/rclpzldDm5XO8hFufpRpqL3iSnV450qBPbP0Z6nCdoBIImjeqqtFr433wjAletoj/q9x2F4Z8vKYUWahHL9Gb25nFBq6HxGxRSJMNgMBgMBiPGwoULYbFYcPDgwdh9TqcTZ8+eHTOj+/7778fzzz+P7373u3ETvNMWUQTf009Xpdys+D71PMXSnCeiK3EWmwF8e0TwKszDXEJnUuyESXzZUGFlKgiRPG0xPxsJR5IgtCkG1GLpxFbYyYDzeKE9fpauB69eG9fiYFkKw9t7iq5bclZMfx8j8zWk6ONK/AOX6dwSrzHBkFExg72dxH64PRB6+hUhtqwYiUToUIo3pPychG53rqMzF6J626Ow5q2DJPrR8OoD6Kr907TPR4yp43c1ofW179P1gsXvhyVXmfNlMBgMxtyDid6MSZMMy2JH80t0mVl6fdwzWMzZy8hwBEF3C0I+JfNoLOTIoIlPQ9Gb86a56M1xsU7YaAbyXCHo6YTPpVT8p11xTBpYm4+A4xDcvhG+W6+h4qn23EWY/vA0neBRNdM74mbAiMO5Qj/E4pzBYDAYDEYMkuX97ne/Gw8//DB27NiB8+fP49Of/jQKCgpw4403QhRFdHd3w+9Xxg5PPvkknn32WfqY9evX099Fb9HHzCX4/gFwkkQtg2WbNa7PLWdYIGZn0g5tTVPrjJ4r2q0szTHRW2tUOr2J2CSGlG7fKUEyqiM5yFK+8lyJhGybC4botayUo1i1pxraQyfAhcO0oEKcVxLX5/b2X6CfnaDLgCFj3szHV6MUFXv6ztClyb4QHKdu7JvQoHyPpYLchMfj8RHRWyTbZiQUQWvBvE3fQnblm2nvefvpx9Fy/GFa1MFQF0kMoPHQ1+h5xJK7GnkL3pXsXWIwGAxGEmGiN2PKorecoE7vcMABZ+chum4vvSHuzy/orDDYqui6u3f8bu9opTDnmsYAOslw0U7vNLNlH0pUFOTnUKe3GPLg7IsfwsG/vxPhoAvpQjrleY9FePlC+N7xepoRLbR2wvSbJ8H3KHaW8YRzsUzvuGOIWJwHWKc3g8FgMBhXcu+99+KOO+7Al770Jdx5550QBAFPPPEEtFot2tvbsXnzZip0E4ilOeE73/kOvX/oLfqYuQTfrVwLSjlZqsTfiBVKt7dwWbFEni5Ce6RbuGhuid68oIdGnxnr9p4qXL8THMlB1miSEtEktHTQpVhcAESdi1IJrx+6o6fpauDqNXH/Drh7FGtzc/ZycNz0X3+0SSHatDAUb5/SpW7Ojq+D4GhoGlroMlwR3+KACZHlmGMBFdwZCYfjNShe8UkULb+HTrn3Nfwb9fvuT6s5nXSk7dTj8A9cov8HytZ+QfXCltmOs+PVZO8Cg8FgzIg08p5lJJVgCHwkHylRYpajZRcgizBmzocho1yVbRDrLP/ARXh6TsJecu2Yj4tWCqdjp3FM9E7XTm9q/2yCEHn/54o51EDbXohBJ13vb94Je/nrkQ4kIwZBDcTyYnjeextMf3kWvMMJ02+egu8tr4trV0P0fEKOb0Z8iHZ6g3V6MxgMBoMxAiJy33ffffR2JSUlJbhw4ULs51/84hcJ3rvUho/keYtxtjaPEp5XAt3RU9BcbsF0r2I4rw+8wzUrujwzCjZM+W+0xjxaOB/0dcGYWT2lvxW6IkIh+XyTIDoLLYq7l1hSgFREd+QkLQogOdFidfznZjzdiuhtyV05/ScJhWNuT9J4nd5ZS6C68BwRvcUEi95cn2OweCPNx+NTRTYbVd7A5GeiiEtlbvXt0JsL0XjoQbi7j+Hi7k9g3lXfgt6SWLv7ucBA2yvorX+Krpeu+Ty0RmbtP11kWUTnuV+j8/xvkr0rDAaDMSNSsISUkap2bgTZoIdsUvliMkJ/xNpcjS7vKOZIXpRnglxvKUPJ9OadaSh6p7u9+ZABDBfJQJ4LOFp2xNZ7G19AujAbOr2jyNl2eN93G8IlBbRz2PjnZ6B97Wx8njsQpBaGdJ1lescN8j+KwOzNGQwGg8FgxJOo60+887yjiGVFNF6HFFtykbH3tPO8yXV45Joo3bDmraLL7IqbpiV6E0Je5X2YCnwszzsJYgkRSZs7UjfP2x+A7oiStx1UocubWD97+pQuckvO9EXv6FwBEXxhiBTCRqDFEG5FiDZlLYba42HScS4LQsKLGAbzvLNT0zEgzhCHhiiSyt8dLlJQRLc1STeIjMJNNOebxC8EXE2o23U33D0nVdzLuUfQ24nmo9+h67k1b59WwRRj8DxZv+9zTPBmMBizgqRfBUmShB/+8IfYsmULVq5ciY985CNobh7b0uvpp5/GggULRtxaWpQLWMbs6N4MeNrgpQMfHpnjdGDPFEvOcrr0Oy/Tf/BjwTq9k0vs/VcpWznVIMeiq+tI5CcOnp5TCEQG6SmNKIJzKAPP2VJZTop8fHe+EaEl82nOouG53dC/vH9Kld6jPm+kgEbWagCdNk57yyCW9BQ/szdnMBgMBoMRP4RudUVv6HUQi/PpKun2nrt53tMXVHUm5f0L+qZuby50RvO8s5FouAEXeOJoxvMQC1OvQ5/YmpMCYDHHjvD86edtj4XXUQsp7IOgJfFzldN+HvIexqKjrhDmPRFrc721DBqdFWoiRL6/YmkBQMZ6CUToiBZvpN5xpAaaxhbIkOHXeACtVvVtxZjCtojrRM32x2HMXECd/Or3fhb9Tf+Z+A8lCTIr5J6wYKbx8EMQQy6Y7ItQsOTDyd6ltMXbdw61L38U7q7D4AQ9Std+Idm7xGAwGOktej/22GP4wx/+gIceegh/+tOfqAj+4Q9/GMHg6BPWxHJt/fr12Lt377BbYWEKVsTOIhLdvemIdHlb8lZDa1Rv4EnyXvRWxZ7L06tUL4+GnKGIrjzL9E5upvcc6fR2tO4mV/Aw2ecju/Qqet+kBkZJhidZeLIMWaedXd3LGgH+N1yLwJZ19EfdwRMwPPkCjX2YNpFzCT22VciFnOv25qzTm8FgMBgMRtwIhmLd16qJ3kSomhfJ9W6YXq63EO30TkHhNBFoTTPo9I7Ym4t5OUnL85YKclQX7qZMIAjdIcUVL7gp/l3eQ63NzTkzy/PmInne0mh53r0Jsjan39+I6F2e4Dxv6ligFL6I5FiaAwgNrdi34C84UvUMuhy7Vd/WdCFzmtVbH4GtaCtkKYSmI99Ex9lfQh6nkF73x2cQ+PpPwPX0T3u7s52Oc7+Ct/c0eI0ZZeu/DJ5PsfNnGkCOwZ76f+LinnsR8nVBZy5GzfYfI6vsxmTvGoPBYKSv6E2EbZIVdu+992L79u1YuHAhvv/976OjowP/+c/oAk9tbS3t7M7NzR12I/lkjNnR6U3+6fY3vUjX7aXXq749kutNcI9jcR7NhOJI9+BMhK4kMBs6vaOZx5zHh7mAo+VlurSXXofC+bfGRG9ZlpAexTG22SfkchyCm9fC98brIAs8tLWXYfr9P2OTK9Pt9GZ53nFGH7HyDDDRm8FgMBgMRnzge/tp/7FkMsaKcdUgHMn/1RBxRZridb8sg2+LiN5F6dzpPX10UXtz39REb+ImRoqrifwk5WUnMc879Ro5dMfP0GJSMr4LL6pSZRvReZiZWJsPdeWTx8nzNqsteksSNE1tw77PCbXJj3R6SwVzoPCFvN7GQSG6z3VU5W3NzHmP1xhQvuGryJ1/J/258/yv0XT465DE0cetPPksvX5o//Xy1P8fzAFcXUfRdeH3dL1k9WehNxcle5fSDinsR/PRb6H1te/TYgxb0RbMv/YnMM7AcYPBYDBShaSK3ufPn4fH48FVVymdjISMjAwsXrwYhw8fHrPTu6pKnYttRmp0evsctQi4m8HxOvpPV20Gc73HydbR62j3KmG6IleymB2Z3qa0tZefKkFvV+xYzCq7FrkV28FrzQh6O8Y/RlOpOCbLjtlKeMl8+N75RkhGA81MM/3677EMwKkgOyOd3qN0IjDikenN7M0ZDAaDwWDEB15ta/MIUmEujWohVtLRfO7Jwjnd4L0+apEtJSOXOoU6vcl4aipwUaGQzHUkIXYo2umdcnneoRC0BxVBOnDValUyommed68yxjXnzkz0Jjnao42vyDZ8/ecTk+fd3k2/v+R7TDv3EwiJGaPbFnhIObN3PB6F7+mn57yEbKu7D3xkXm0mECeDoqUfQ8nq+wFOgKNlBy698hmE/P3jnh+0R5XMe4YCeb+aDn+DfLuRVfF62FWMxJytkPjEul0fjzhK8ihcehfKNzwIQWtJ9q4xGAxGXEhswMwVkI5uwpXW5Hl5ebHfDWVgYACdnZ04cuQItUTv7+/H8uXLcd9992HevJllC2k0idX/BYEftkzpbZKq8YjozeVlTfm9mup2B1oUa/PM4s3QG6eXtzSVbdrylcGVb+AiOMkLQTf6P3kyeOJ6HdD6vJA0WSnzuY67XVmO2fzyVhP4OB7nCX2tmZZYp7cQ6SBOi+/ONOht30Uv3knevNFaCEFjQHbpNeiufwaOlv8gs3B1yr5eoV85TyDXrvp5Il5Ma7sVxQh+8A7o/vRv2vlj+t0/ELztRkg1FZPeZrTTm7OaE/b/J63e42nCmRTRmw8EZ/1rTeY25+J2GQwGgzF3UT3POwrPI1xeAu2FeprrHSwumLK1uZSXRSY3MBfRGZVM75C/G7IsguMm5wYYLWBNSrGALxA7vqKZ7qmC9vhZKipKmVaEl9Sosg2f4yLN8yZF3jPtLowWyF9pb+5zXoYk+qkFsiFjcuO16aKJWJuHy4tVKRIYj1iXd242uVDGbCdqI5+O28quuAV6cyEaXv0yvH1ncHHX3Zi36X/GPD71uw8iXFMBOTMDcx3ifth85JsIB/ro+1W8/L+SvUtpx0DbK2g68j+Qwh5o9HaUr38AltxVyd4tBoPBiCtJHQ35fEpVnk6nZHBG0ev1VOC+krq6upj99be+9S34/X78+Mc/xjvf+U7861//Qk7O9AYpPM/Bbk9Ot11GhjHltyk7XAgQS2+eg62yCJxGUG27khTGqVbF2rls8Rtm/LlM6rXazbiYUQKfswUI1MGev3nUhwWzbJB6HbCIYQgT7FcyPtfRtit7fAhEcoIyi7Kn/dlNZZtqIFsNINI9J0mwatLnuzMdalt30mXJwlti2ytb+uaI6L0bGdd8AYLWmJKvNzDgpLaAprL8Cb8j8dpmvJjydu1myJ9+D0K//gekuibo//wsNG++Fpotayb158FIp7ch1w5Lgv//pM17PA3ErAyQAApNODTrX2sqbHMubpfBYDAYc49EdXpHc72J6C1cbgY2r53030U7w8XCuWltTtAY7LR7ErKIkK8Xukjn90RwoTBdSvlJsDZvjeR5Z9lUtc6fMuEwdAeVrO0g6fJWSUR19yjbsGSvmHSRwlhEHfnkK+KjBvO8F88oM3xKed6JtjandtiRPO/COWBtTt7rIdbmaqNRYVtEZKze/hgu7/8cgp421O36BCo2fBXW/HXDHifZLOAH3DA8twu+d7xh9sXITZHuur/A1XUYnKBH+fqvUNt4xuQgrhftZ59Ad+0f6c+m7KWoWP9VaI1z0x2GwWDMbpIqehsMhli2d3SdEAgEYDSOnMxcu3YtDhw4ALvdDi7yj/7RRx+leeBPPvkkPvrRj05rPyRJhtPpRSIhHUpkwtbp9EEUpZTeJn+5DaR3TsrMgMPlV3W7zo5DCHp7Iehs4C3L0d/vSchrNWUtp6J3++WDEKyjV7hpjQb6hfF29CI8xn4l43Mdb7ukM518s4g1+3Q+u+lsUy0MJgO1ane398FaY0qL785U8bua4eo5RydrdFmb6PbIdnnTAujMhQh62nH5zPPILr8Rqfh6DZ29NO/QZTBCnuJ3N9W+O5PmrbdA++xuaF47h/BTO+Bv6ULoxs3jVvaTbRoiordX0ECc5nluqqTtezwFeBH0/1XY7QMpp5vNrzWZ25xr2yXbY53lDAaDMXeJit5iAkTv8DxFLBNIPjdxrtEPbxCYsNN7DoveRDTVGXNpLBTJ9Z6s6B1FzMtJWp53OMXyvLUnz9OccynDgtCyBaptJyZ6z9DanED2dzR7c9JJSzCrbG2OYChWxJDwPG/a6a2I3lL+HBC9h2SnJ2JbgkrbMljLULP9MTS8+gC1+a/f/98oXvFJ5FS+KfaY0I1boHvqRWgaWqE9cQ6hlSofxymMp+8s2s/8jK4XL78HhoyZOb7OJUL+PjQeehCeyDk3p/oOFC29Cxw/N51hGAzG7CepZ7eorXlXVxfKyspi95OfFywY/cI6K2v4QJOI4yUlJdT2fCaEw4mbsB0KmbBN9Lanuk1ttLLdnjmjfZ3MdnsaXqTLzOLtkGQB0gzfm8m+VlP2cvQ2PAtX14kxH89bzPQLIzvcEz5nMj7X0bbLuyIDP6NBtf1J1GuVzCYIXj+kiFiYDt+dqdLbsIMurbmrwWkyYoIOKcyxl96IzvO/Rs/lF2Arvh6p9no5rw+cT7HSD2VkANN8n1LluzN5OIRv2gat3QbDzlehOXwK6BuA7003jDtJGbU3D5uMEGfZcZzM7QraSA5jJNZhNr/WVNjmXNwug8FgMOYYPj/4qG1yjvqiN7GvJcXmvMMJoakVYs0kJvVlGUJ7tMtz7oreBK0xj4reQW8nzNlLp/S3ybA3j+V5l0zeyl51RBG6A8fpanDjKtW6vGmed88pum7OWTHDJ5Njnd6SZbjo7YmI3qbsJVC7gIETJVooINttSCgkkjBi0y8WzH7Rm+/oUfLLJ1kUNKNttXeBC4YgG/Sx6MB4otFnonLzw2g5/l30N72A1te+T/OW58NIGwrkLBsC29bDsGM/9C8fQLiqDLJ17uUui0EXmg49SJ08bMXXIKvi1mTvUtrg6T2FhoNfRdjfC15jROnq+5FZck2yd4vBYDBUJaltKwsXLoTFYsHBgwdj9zmdTpw9exbr1g23dCH8+c9/xoYNG+D1DnZlu91uNDQ0oLq6OmH7Pdfge5WcXik7U9XtSGE/Btr20HV72Q1IJNFBlrf/PMSwYrt/JXJk8BTNikoHOJ8/JnqnO1G7Ny5SwT3bILEN/S2K6J1Zet2I39vLX0eX7q6jCPmUSa1Ugu+LnCcyLIAuIjzOFTgOoY2r4LvtdZA1GmguNdGcb27ANeafyJHijSvt9xgzQzYoEx+cX8n0ZjAYDAaDwYhLnrfNOumu65kSnldKlyTXe7LjdSrKaDWQcuyYy2gj3d1THS9JZmPir8vDotLRT0Xv1On01p6uBe9006Lz0IqFqm3HN0DyvD00a9uYOcP5vEAQXDg8bN6GEPL3U+togtm+CAnJ8yZd3gm2oOacbvA+P2SeT0gMQ7LRNEbe67Ii9bfVoFibh8vV2xYv6FC65nMoWPwh+nPPxb/iXM5OiJwS2RVauwxiUR4V+g3P76FFDnMJMlfWfPy7tKBJZypE6erPxtxfGeO/b90X/4aLez5FBW+9tRw12x9ngjeDwZgTJFX0Jlne7373u/Hwww9jx44dOH/+PD796U+joKAAN954I0RRRHd3N83uJmzduhWSJOH++++n+d6nTp3CPffcQ7u/b7vttmS+lFlNTMzKUlf0HmjfBynsoxcxpix1q3CvRGcqoFXhpGrQ23d21MdIGcrgiQwA04VZJXpHJiHSqehgKvgHLiHgagTHa2ErGpkrrzcXwZy9jByJ6G9SHBFSCWKln4jzRCoTXlAJ77vepLgSdPXC9OsnY/mKwx8oAl7luymZE5vnPduR9fpYpzcZ5DEYDAaDwWCkS553FDFica4hud5TyfMmHZ7jROxMl37pIk6V7oQ/NMp1bZzhunqV5TTH3DpjPl2STu+pICXB2pxkMHOiCMlkoN2cKYEkQbf/GF0NblwJaNQzh3T3nKBLc86yGed589E8b4Me0GpGWJvrrRUQdFaoiRARR8VkWpuT85RGnc78VCKR73U0O1wsV3dbRMTNX/gemlNN5oT6jc04WfYygv4eel7333INLWrQXGyE5mwd5hJ9Dc9goHUXjQEsX/8ABO3c63SfKmLIS+3M204+Sue5idBdc82PYcgoT/auMRgMRkJIekDhvffeizvuuANf+tKXcOedd0IQBDzxxBPQarVob2/H5s2b8eyzz8bs0H/1q1/RTm/y2Pe///2wWq34zW9+A310opuhnuitcqd3f3PE2rz0+oRX7ZHtmXOW03VPZPB1JbLFknaia0z0Ns0C0XuWd3pHu7wzCjaOeRFvL1O6vfua/pNygl6iimNSHakoD9733UYzH3mPF6bf/ROaC/XDHhM9h8gkI9jI/nfFEzrRRd5jSQJCSrcHg8FgMBgMRjrkeUcJlxdD5jjwfQPjOgdFiXYLq5Xn3SrtwYCpCw6fIiCqCedRXNeEsxdn2Ok9NYFeLEhenjft8k6RrkXNmTpqrS8ZDapnB3u6I3neOTPP846OryTr6Nbmaud5k6gvIWovXlGMZNh9J+s4TjjEISEaC1Cu8nsdCg9uK0GfKxEnq7b+AFrRAI/BgXPH/hve/gu0oCG4eS19jP7FfeA8s3Ne7Ep8A/VoPfF/dL1wyUdgylLXsWE24Hc2om7X3Rho3UkLBYqW34OydQ9A0DCXQQaDMXdIaqY3gYjc9913H71dCcnqvnDhwrD7lixZgl/84hcJ3MM5TjgMzuFSXcwKBxxwdR6m6/ayxOQVX4klZwUczS/FKo6vRI50elPRVRRVy7aKJ7Op01uK2s3NQtGbCNiOlpfpembJSGvzKJkl29F64ocIuBrgc1yAya6e3VyqxiCkA7LNCu973gLjP16Epr4JhidfQOCajQhtWKlMaEWOYepekCITXLMGrYZOEnOkKISe/5Je28dgMBgMBiON4bt7E5bnHcOgp4WUQmsntUwOrRh/kl+IdnoX5qoyTnfLSqdjQplmga+OuLcRrcrblfKd3imX5z2kyzu0YYWqkVWyLMLde5KuW3LjIHpHO72vyPOOuvipnucd7TzOy44V6yel0zt/9ud5C22d1MqeRBKoHecgtHYobgwWc0KL+81ZS7C881acy34RXvTh0p5PomzdF2HbuAma85eoqxwRvv1vTmwsZKIhEZikW1mWgrDmr0duzduSvUspj6NlJ5qPfhuS6IfGkIOKDV+FOXtpsneLwWAwEg6bDWaMC98/ACLJyHodZLNRte04WnZRyxVj5nwYrMmxW4nlevedhSSOzIOVTUZqJ8QNqUBPdTjv7BG9Z3OnNznmQt5O8BojMgqvGvNxpAM8an3e3/QfzEVHiLRBr4PvrTcjuHopPWcYdr4K/XO7acFM7Bi+YlKGEQdIEUEkb1P2BZK9NwwGg8FgMNIZWYbQE7E3z8tO6KZpLjC5/p+ExTnfFenyLFSsveOJs/MQ0gmtKWJv7puavbmYn534YysmeqdGnrfmfD2EPgd1TiJjGDXxOS5BCpE8bxOMthnmeZPvQNRJa0intyyF4e0/T9fNWeq+HiGS5z0Tu+36Vx+k3zey31NClqlV/lzp9I6916TLW+UC8pi1OenyTnCxukG0YnnTdciwr6ICZsOrD6Dr0l/hu2U7LfLWnrsITe1lzGZaTz5KGz40hmyUrvk8OI5JGGMhSSHaEd946Gv0eLHkrsL8a3/GBG8GgzFnYf8xGJPr3iRVjSpe5EWtze2lyatU1FtKodHbIUuh2OBoGBwXG0RNN2Ms0cwqe3PL7BW9HRFrc1vhZvDC+HbXUYvz/uaX6IVtSiCK4PuddHWu25sPg+cReN0W+G/YTAemuhPnYPzLv8FHJk+jxzRDHYtzMNGbwWAwGAzGDC2TOX+QXscl+hpXrCylS83lFtqBOx6cKFE7ajkz/pnFzvYDsXVvqA2pjs6odLqKQSftEpwsst2W8IJh3ueHrNFASgWhUpah23+UrgbXLY8VkaqFp0exNjdnLwfHz9yAknN5h7vDUVvkS5DFAC0c11uV75MqyDJ1ZCCEZ2CB3d/0Ei7vux9nn3872k79mNo6T/Y8xXt9ynkqCY4FYyFDVjljW3278djnmoBtjbp9SYeaZV9EduWb6TvafvpxNLX/Gv4Ny+jv9c/vmbVj3v6Wl2mWN8ChbO0XoTWo29WfzoR83bi059PoufR3+nPe/Hei8ur/Ze8Zg8GY0zDRm5F0y+KApw1emrXEI7PkWiQLJdd7xQS53uZhlcSpzmyyNx8UvdPjvZ8spJKbWBARJnP8W/PW0EpXMpHj6ngVqQCJQCAZymTSRs4YPY98LhNauwy+O26GrNNC09AKzc6DIzoRGPFDNkQ7vSc/0clgMBgMBoNxJXxXpMubCN6axEZbiYV59NqR8wfAR7KCx0Mi1uZxLlIn4xRX12Cnd49HuYZNZXithXYPE4JTyfXmEzs1JjRH8ryL8lIiNk1T1wChu486/AXXKoKamkQj5Sy5yvzLTInOEQy1N4/meZuyFqvaIco5nOAHXNQVUCwtmvbz5Fa/BYIuA2F/L7rr/ozaHR/EhR0fRnfdXxDyKzEL4+V5U6tvbdITLCmnS3Zj34K/oCXrXHyfOBiC0NY1zA1DNci5tz3SQa/2tsaB4wUUr/gkzWUmc6Z9Df/GBeFvCOQYwXu8MLy8H7MNMkfccuxhup634N2w5q1O9i6lLO7u46h9+aPw9p0GrzGjYuPXUbj0o3EpJmIwGIx0honejMlZFqtY2e5oeokuLXmroTUm2FbsCiw5y+lyrFxvKSNNO71ngegtRe3NA0HIwRTpcI4D5FgLB/rpANeSv3bCx5OLV3vp9SllcT54nrCxjOoxEKvL4X33myFZzdTufLTMOUZ8kPWs05vBYDAYDMbMibrzSHkJzPOOIgix7kLa7T0JkTzeeHpPUwvqdIIUsutM08v1nrN53qTLe98Ruhpcs5Rmyqu7OTHWZGDJmXmeN4GPZnoPKSr29kZF7yUJ6QYWi/NnlINetvrTWHzL31Gx8SHYiraC4zTwD1xE26nHcPa5t6J+33+jv3kHJDEwRp536nR5O8zK8d2SNYqD4gwQmttosb1ks0LOzIjrc4+6LVmGZLclvbCfnNdyq2/HvKu+Dl4wwN1zHCeL/wOv1g3tyfMQ6ieOwUgXiJshyfGWwl6YspeiYNH7kr1LKYqMjvN/wKVXPkvnEw22Ksy/9iexOEQGg8GY6zDRm5HUTm9ZlodYmytCXjKJ5Xr3nh41SyntOr1nUaY3sViTIx0WcmRQOxtwNEeszYu2gecnN0iOWpwTu8FwYADJhuV5Tw4yEeF93+2QCnJTbmJiVnZ6+5nozWAwGAwGA3D3noEkTr1olnS+EqScJIjeRESbp1gyCw3NSRG9nR2D1ubphNaYN6Vc72S4L6VSnrdwqQlCRw9krQYhYm2uMv6BeoghN3iNEcbMmrh2ektDiooVN0GS570k5fO8o5D5AFvRFlRsfJAK4MUrP0071SFLcHUeRNPhh3Dm37eh+eh34O45CVmWYqK3GBljzmY0EWvzmdjIT3pbDYnb1mTJKNyE6m2PQmvMRcDfhpNVOzFg7IbhuV1AIIjZQMeZn8PXfx6C1orydV9mHctj0N2wC60nHydnPTo/WLPtR9BbkudIwGAwGKkG++/BGBtZVr3T2+e4gIC7GZygpxf3ycaQMY9eXIkhF3yOOpiyFg37vRSp8OScaSC6yvKsyvSmmepmE7gBF0BEb1v6C6ySGMRA2x66bi+dvLW/0VYJo60GvoE6mgeeU3UbUqI4huV5T2pSLfDB22GTQvBp9ICoTtbZXGaw05vZmzMYDAaDMdfpufQUWk88ggsA1rxNue6eLHy3Yiks5SZH9I7a9wrNHdTWd7wuUkkV0Ts1opSmitaYP6VOb+pWlUA4txd8/wBNPKbdwclElqHfp2R5h1YvhWwyqr5JdyzPe1l8BC1Jou/p0AIGYgce9JLCAm7EnE7887yj4mh8BSeN3oacyjfRW8DVjL6m/1Cnt5CvE32Nz9KbzlSIPG8+8rVFkOeA6C00JC7PezA7PLWERGNmNWq2P47LB75A51NPl+5CTYcHmbsqEHhd8udUZ4Kz4yC19ieUrrkfOlOSz48piM9ZH1vneC2Kl9+DrHlvoG4ADAaDwRiEdXozxoTz+hQraTKOsKszEOxvVqzNbYWbIGiTb/VLsp7M41icRzu90yJXOhCkdkyzptN7SK63nA5FB5PA1XmYVrmTjO7ocTdZ7OVKtzcZ/M6FGIRZhSCAz8tmVvBqEbFklJm9OYPBYDAYcx5yvT0tJAl8Tz9dFXOTE8ElZ9mojS+x8yVWu2NBCrOj46R4ZqoGXI1kVh3pRtTefNKZ3gm+JhdalDxviYwHVLYSn3BfGlohtHVSR7Xg+vjka0+Euzu+1uZ03kqWIdMieUW09/aepUtDRoWq80x8Zw84fwCyTgupUD3RWW8tReGSD2HRTX9E1ZYfIKv8FppdH/S2o8X6Go5WPovzFx9CT/0/EQ46MSvx+un7nQghmvN4Y04fYvn0c9rVgsRCVm99hNrgy5yE2sKDaG/8E/gmRahPR0K+HjQd+SZdJ00dqdAUlWqQub/e+n/Efl5w7aPIrnwjE7wZDAZjFNJvBMNIePembLMC2vibAhD78Ki1s730BqQKlojFeTRnaihyJNObd7nTx9qcfHaa2WHqEM31ni325o6Wl+kys+QacJxi3T5ZMkuuAziBWj/5nY2YzTEIDMZUkPWKvTnL9GYwGAwGgzFdOIcTXFiErNFAzrQmaSe4WPfoeLneoopd3qQbN13tzUOTFb3ncJ53NMs7tHJx3AsnRoPYcUfnWcy58RHZOVeky5vMFfDKFKcnYm1uylo6o+eWwoHJ5XmXFdHC5kQ0aVhyV9Iu2CW3PImKsrtgdxcAMgdv/1m0vvZ9nH32djS8+gAG2vaNGtmXrmiaWkGkPTHHrvqxGuvyzstOiPvBdOA1BpRv+Cpy599Jf27OOYPmvQ9A8ivfh3RClkU0HfkGxOAADLZqFC79WLJ3KeUcIluOfw/NkaIAQmbhapjVdLFgMBiMNIeJ3oykdW+6u48jHOiHoMuANX89UoVYp3cvyUgSh/0umhHFEdE10kWdqgxam6fmRfrMOr1Tv+hgIsSwD872fXTdTgTsKaI12JGRv4Gu9ze9gKThD4D3+ugq6/RmpAJytNPbz+zNGQwGg8FgTI/BPG97TEhLBuK8iMX55eaEWpu72pU874yCq5Cund4T2Zu32M/jRNmLaBUORayw55boLTS1QdPcDlngEdwYn67ryeV5u8ALBpgyF8TlOTm3MjcwVAiN5XlnL57Rczs7D437eyFSjBJva/PJip65gRosad2GVcK9KFx2NwwZlZClEI1Qa3j1izjz7O1oPfFDePvPI91JpN14zEY9CZ/rVIsgipZ+DCXLPgNO5tBjuITLL9yFkF9xKUkXui78ns4Pk/NC+foHwAvJdcBIJYLeTlzccy96Lz9N4xo0eiVuRatPbCwHg8FgpBtM9GYkrXuzv/lFuswsuTY+WU5xwmirplZRUshDB2VDiWZEcaIUE5VTXvQ2zp4LRlq9TZgF9ubO9v2QRD905iIY7Qun9RxRi3OS7XVlgUbCzxOkICTaYctgJBHW6c1gMBgMBmOm8FHRO0l53lHC5SU0bkzo6VcKr0dBjLOtMinOjeYup6PorY3kwBKxQB6nUL3LdhkuYx+aNHtx7vl34OLue9Fb/7S69tDBEPiObroqlhQimeiiWd7LF0K2Wqb1HGeefx/O7PrapB8fjZAzxSvPm7rwKZ2tUmSuRpJC8PZfULaTtWRGz93fsmfsX4bDMav6aHFKouE7lWNJKKpEXs3bseD6X2D+tT9HbvXboNHbaedsz6UnUbfzLrRkn6OPDWiVgvV0Y1CIVj/PW9MYKWZIQHZ4PMiueSOqK++HIGrhFptwccdH4Xc2IB1w95xEx9lf0fXilZ+GwVqW7F1KqXiW2pc/Qt0dBa0V8zb9DwoWvT/Zu8VgMBhpARO9GRN3eqsgepOB9EDbK3TdXno9Ugky+DJnL41dgA1DECBFOqfHmnRIPdF7FnZ6p/h7PzVr82unncFDJqHIxW/I3wN313Ek9zzBKk0ZKdbpzURvBoPBYDAYMxS9xSSL3jAZIBXkjtvtLUZ+Hy/cXcdot6jOVAh9GgoQWkMOXcpSkIp+YxGVw40S+Yw5eHpPouW17+Hsv2/D5QNfhKN1FyQxvteTfFsnzZ+mOewkRi5J8K0d1Jpb5nkEr1o9refwOurgd15G+wXSgTg5PJFiCmLRHS84tzI3IEdc+fyOi/SzJ46CekvpjJ6bWIQTEX2sjn0SgSBZTJCy7UgGQoeScS3lK8c8wZhZjaLlH8fim/+KeZu+HWkyGSxO77W2oHbXp9HX+ALEcHpYYXMuN4Q+B81tDxMreTW35XCCd7jod0MsTW5hylQwrboZS7QfhiFoQTDQjbpdn4CrU4kvSFXCgQE0HX6IHMGwl70OWZGmjrkOiYHoPPcb1O+7H2LQCWPmfMy/9qfIKFCcHhkMBoMxMUz0ZkzcwamCZTHtcg376EB6ptW3amCeRK43l+IW27Ox0zuW6d3TD4jJ6WyOB+GgC66Og3SdDEKnCy/oYn+fLItzvlexzmLW5oyUIdbpndpuHAwGg8FgMFKXVOn0JoQrS4flB48gUvAXL5wdirW5tWDjtItzkwkZI0UtYINjWZxLUmx1nng9Ft30ZxQuvQsGWxVkOUxjqBoPfhVn/n0bmo5+Gy5SCBAHZy2+OdIZXJxca3P9vmN0GVo6f9riuxh0TVnIiXZ6W3LiKHpHCuKjrnyxPG/74hkfv2LITYtARkOI5nkTC+xkfE+8fvADymcgDhG9hzZzEJGM2EUvufVJaMOD5wlX11E0H/0WLfBoOvJNuLqOJM05bipd3lTcj/P57ko0ERt1GhuRZk52/I1vxLLuW5HhzYUU9qB+//3oqf8nUhHiwtF87DsI+bqhs5SgeOUnk71LKQFxGrm8//PoOPcLWpqVVfEGVG/7P+jM6VOAwWAwGKkAE70ZoyOKtMJRrU7vmLV56fUpOZC2RHO9e06MsESLVhDzkYriVGU2dnqTQQ6puJW7+qD7/dN0oJeOEJcDMpliyJgHo61yRs8VtTgnzymGvMnr9GaiNyNFYJ3eDAaDwWAwZkRYHLzGTQHRO5orS/ODx7Hrjgdk7OvqeJWuZxSmn7V5FF3E4jzk6xz195qzF2Prst1Gc8Dz5r8DC657AvOv+wXy5r8TWmMeFY76G59D/d7P4Oxzb0fbqR/D56gb1zZ9UqJ3EjtIib265lIj7Zqdbpf3dCB2y6RrkeZ52+OT5z10XiZqbx6vPO8oA627R71fExFik5HnTRA6I13edtuEQrCgtSB/QJl3yHIVoWjJh6AzF9O4NRKVVr/3/+EcOb5P/yQlbbGjQnQi3utoMUM4ATbq8UY2GSFdfwOWtmxDrrOC2F2g9bXvo/Xkj1KuqKH74pO0uIjjtShf/xUImkiU4RyGxDLUvfxRuDoPUneG0jX/jdLVn2UZ5wwGgzENmOjNGBW+30ltt2SdNibyxotwwEGzSQj2stSyNo9CMpbJRQaxQwu4mob9LjqY4lI8V5rzzr5ObznDguDbbqYVt0JjG8y//jv4HqULI51wtOygy8yS62b8XCb7ImrbRgasYw3IE+IIoUJxDIMx40xvlSeGGQwGg8FgzD6IkxEdCxv0cR8LTwfSFSxrNeC9PvBdvapuyz9wkUYnEWHSEnE/S0e0RsXyPehTMo+HIYrQ7x1i+6vTDvs1KUouXPpRLLrpT6ja+giyKl5PRcOwvwfddX+mGau1Oz6Azgu/R9DbMaX9IrbJdBdKCpKe5R1eXAM5K3ERVVFrc1P20inneUcFO7/gHLvTO/Jd9fSeVbYTJ0fBgfa9kKXw8Dt9AfDtXQnLmB4NIZoNXzCyy3s8DCEzCpe8Dwtv/B2qt/0I2fPeSI9v8r3vrv0jLrz0ftS+/FF0X/w7nbtLOrIMISJ6i2pnbA/dVpKKGWZKeGEVxJpqzG9fj1L/Rnpfz8W/ouHAl1PKzr7lxGN0WbjsbpgyazDX6b38DC7u/i/6P0VnLkLN9h8hq/zmZO8Wg8FgpC1M9GZM0L1pi7tVk6NlJyCLNJfEYC1HKsLzWpizlUGSOzI4iyJbLWnS6e2LVXvOJqSaCug++W5ImRngHU6YfvMUhEuNSBdC/t5Y/nZm6fStzaMQpwSSf0ToS7TFuSTRAhm6mpWcHDMGY6xObxqBEE6tinYGg8FgMBhpluedCq5kGgFiJMc22oWoFlFrc0vemrTuLtNGO729Izu9tadrwfePnfUdheN4KvyXrv5/WHzLk6jY+BBsRVtpZyLphu048zOce/4duLj7XvTWP01taSdboJksBwFSNKGtvUzzzIObEtflTXB3R/K8p1FM0dv98pi/49yKkCdbTQj5eiLd/TwtDp8pgs5Gu9OjtuxRNE2tIGcGMdsemx9KNHynInpL+UqBx3TmEcicV8mqz9Dju3zD15BReDXACfA5atF28v9w5tnbcXn/F1TJt5/0fvY7wTvdkYxtdYtF+J5+8B4fZI0GYpFyDkk7OA6B122h3f/ljeWotL+XnrOcHfvpuWrMyIcEI0sherzlVL4FcxnyvSIRGi3HH1bek4JNmH/NT2BkhQAMBoMxI5jozUh4nnd/80t0aS+7AanMYK73ydE7vSMVxakKF7H2nU2d3lH4ghwEPnQHwqWF4AJBGP/6HLSHTqRFV6eDdmNLSoe2WZm8minKd4mj1fNBj2KZlwi4ATc4UYQsCJBtyRnsMxgjIA4l0QlqP7M4ZzAYDAaDMc0875zkW5tHidr6auqbVd2OM2ptXqB0CKYrxK6cMELgCYvQDe3ynkJOuK1oCyo2PogltzyJktX3wZK7ShmD9Z5Ey2vfo/nIlw98cUKBkIppfHKm4nT7j8W6QaWcxBUtEzv4WJ537tTzvCVpjPczHAYfiXWTLOZYnrfBNg+CduZ2yfbiLXQ50Lpn2P00aiDJ3cBCh2JvLhZMT/S+8vjOLN6GeVd9A0tu+TuKVtwLY+YC2qxCxFKSb3/22dvRcvy78PSenrS9v0zLK2aGpjHyXhfnA9rhrgzxJpbTTpwYNALSFeJ64L/uarpeeCSM6hVfh0Zvp04edbs+Tm20k43WlEftu1Mx7jJRBDxtqNv1CRqhQeSZgiUfQcVVX4egsyZ71xgMBiPtYaI3I6E5vQF3ayRjiUdmycy7XNUkWoF8Za53tJKXc7mRynBe36zL9B6GyQjfnW9AcPlCaj9o2LEf+ud2K92dKYyj+eW4dXkPzaxTJl1IUcmLSBR8Xz9dSvaMpE3cMBgjIAPniMV5NOaBwWAwGAwGY7IIUdE7L3VEb7GylC6FlnYgdIXVcpwgVsbevnOzQvQmedyEkG+46K197SztGo0Wsk8HIkhkV9yKqi3fx6Kb/ozCpXfBYKuCLIdpRi0RCM/8+zY0H/0OXF3HRmTpJivPm9j2a84pWebBq9ckdNsBF8nzHgAn6GmUXLyIdXkTgdKgH8zzjpO1eWbJNrocaHsFsizF7tdEc5/nJSn32R+IuRWI+VOzN58IjT4TuVW3Yf61P8GC638VybfPhRhyo/fyv6gF8/n/vAsd536NwAQF96IQQjgwsavCeCTSbjzdrc2HEl62AOF5peDCIrL3tqFm22MwZFTQmIZLez5Jj+lE4+gc3Gblhgeg0WVgrjLQvp/md5NCBPKdq9z8v8hf8C7qMMJgMBiMmcPOpoyE5vQ6mpUsY0veamgN2UhlSCcux2noRWHQ0xa7X44MkPl06fQ2GTBrEQQEbtkO/3WbaGen7sQ5GP/0TEzwTzVIPo+37zTtCMgsviauzz1ocf6fSVdezxSW581IVaR85f+L5oQycctgMBgMBoMxWfieiOidJAvq0ZCy7bSTlQgYVPhWAWfHQdqbabBVxzKx0xWdcRR781Ao1ukc3LQmbh3lefPfgQXXPYH51/0iIhDmQQp70Nf4LOr3fgbnnns7LmcegVvfTztfk5XnTV476akM1VRAystOirU5EaNJlFy84IfmeXOk6/5MXPO8rXmrwWvNCAf6aIczgRtwUcGZzD+IpfFxbpsqQqfS5S3ZrICK8z1EJI3m21du/i6dc+AFA50f6zz3S5x/4U7F3v/yM1QUj5LlGiwGaDz89RGFHymZ5y1J0DQp837hJOW0xxWOg//mbZB1WmhaOmC+0IvqbY/CmrcOkuhHw6sPoKv2TwmbO/K7mob9bMldjrkI+S60n/k5Gg58gX5nTFmLUXPNT2HNS2whEoPBYMx2mOjNGBVOhU5vcjEV7UK1l6a2tTmB1xhgzFo4wuI8Zm8eCALBEFISWQYXsfmSjbNY9CZwHELrV8B3x83KBX1TG0y/fjI2WZWKXd7E0k1rjG9Ftq14izIAdbfEKtwT5giRzfK8GalFePNauhSOnAbnTG1XDgaDwWAwGClEIAh+wEVXxZwUKtImAtu8iMV5xFo53swWa/OodS4h5O+FLCmd8dqjp8F7vFQoDK2IX7dxFKOtMiYQVm19BFkVr4egtSDk70Gb7Sxeq/gPjle8gDbPDloMnUi4/gFoztTR9eDVynVyIpmJtfl4cG5PbI5GEoM0i5pAsqrjAS9oYSM519TifPcwC2ypKI92lycDvkPJ8xYLJj+noJGUYgOnqWfKQifHCVSUK1v7eSy+9UmUrv0CLFSki9j7H3+Yuhs0HvoaPY8Ikib2t+6uw+g4+0tMN2qC9/oha0nGtvKdVvM9JXN8skEHKc7d88lCtlkR2K6cz/U7D0DjkTBv07eQXflmWuDUfvrxSJa0Ou4hUUjcAzk25jrETaV+3/3ouvA7+nNO1W30f0U0joPBYDAY8YOJ3owRkC7ZWC5SHEVvkhsTcDdTSyuSh5UOWLKjFudKZTJFr6PiakpbnAdD4CRp1mZ6j4ZYXQ7ve2+DlGkF73DC9JunIFxqRCrR36I4Hahh7S9oTLAVK/Zr/U0vIJ1jEBiMmSLNKwFXWUIz56MdPQwGg8FgMBiTzvMmhc4pNo4KR0TvqOgWT4jo4eo6RNczCq9CukPsYjnaUSxT0ZkUM+heVcb0AVIcKaiX10vsaUlUWunq/4fFtzyJio0PIdtTBk7i4dUPoOP8L3Du+XdEOmT/hXDQCbXRHThOI8HClWWQChPbxU8EVk9kPsWcE2fRe0int2+gDrIUgqCzQWeOX6eurWioxbk8aG2eAnneUv7kP8u8gXngJQ3chn44Wl+Z0bxDVtmNqNr8XcXef8lHobeWQ5aCcLTsxOX9n0O3bfg8DBH5Btr2Tj9jm0QCqPidJWgalI7ycFnxrIpuC61egnBpIbhQGIbndtMChuIVn0TR8nuoJNDX8G/U7bkPoYB656G2U4/DP3AJcxlP3xnUvvwRuLuO0maVsnVfRvGKe+PqfMFgMBiMQWbPf3JG/IWsDAsQEXfjQV/jf+iSVMoKWhPSAXPuihGd3gQpkuudqhbn0RxbWaMBtHPnIopYEHrfd7tyUR8IwvjX56A9dIJ2vicbv7NRudDnBNiKtqqyjajFORlskmrahNmbM9GbkWpwHLQ3baar2hPnqA0hg8FgMBgMxkQIUWvznNSxNo8SzZmNWhvHE2LdLIU8VDA0xTFzOVkQ4Tlq0R70dkF3+CQt7BezMhFeOj9h+8ELOlrwv7BnOzZcehPmmW6DJXfVkA7Z7+Lsv2/D5QNfgqN1lypjOHIdrD11ga4H4pjlTQTmyRBwNdIOR47Xxf3Y4iOd3iSCztt7lq6bsxaD44iRe3yw5q8FrzHSfHhf3zkIDcnPfeY7p97prRMNKOqvoettp5+YvuX4lfb+C95Js79rrvkJcqpup+eQ0Wh49UsIuJqn9PyaiLV5WG1r86F53gnYVuJtzrfT3HtSsKE5dYF+P3Krb8e8q75OBVhX11Ec/scHEHAr70E8IcUivfVP0XVeSI954HhCCmV6Lj2FS7s/iZCvG3pLKWqu+THspdcle9cYDAZjVsNEb8YIOBWELEkKoy9i7WwvvR7pgjlrKf2aBL3tdLB8Za53tLI41YhZm8/mPO8xkE1G+O58A4IrFtJqdsOO/dA/txsQZz6omwmOFuX4t+avg0Y/+kBwpii26Xk0G8jZvh+qWz+6vXSVZXozUhG+uozagBLXC92+I8neHQaDwWAwGOnU6Z1Ced5RZLMJokq2u86OA3SZUbCBdgLOBnSmSK63owU6UghNBPAt65LWxamRdMipegOqtnxf6ZBdehcMtirIchjO9r1oPPhVahHdfPQ7cHUdm7YoWZd/GLUFJJ9dQffqcXo9THKKpTjmiXt6T03J2pxYjpMigHjCuSLjUYuJdlISTNlkDid+8II+Zvk/cPEF8F6fYrddrBxfCYeMw6NzdgVT69ov6VsIQdTC77wci16LB0RENdkXoHjFPVhyy9+hCY/+OZ9/8T3U3UAKK/NV4yJJECIZ26oXGITDEFraI9uaZaI3+d+RnYkAOfeRnPaX9sXmMTMKN9Gcb1Ig5HU04PyOuyb9vZ4MQW8nPZ8RcmvejoycuZVbLYZ9aDryDbSeeISe54kzY801j8OQMS/Zu8ZgMBizHiZ6MxJiWdzfeghhfx8EXQas+euRLpCOdGOmUg3riQzWhorefIram3M+39zI8x4LQUDg5u3wX7cJMsdBd+IcjH96hlr3JwOaZx+xNreXXKdqR4O97Ea63qeyxXnsPGEyJi3LjMGYiPD2DXSpPXkBXN9AsneHwWAwGAxGisN399KlmIKit5riz2Ced/pbm0chxcAEqe4kdQET87IRXlSVlH2hRRRGA6SIoEY7ZOe/AwuuewLzr/sF8ua/k+6vFPagr/FZ1O/9DM4993a0nfoxfI6Lk85gJp3inZn16LI10EJoIm5pT5xPWpY3wd2tjrX50Exv2ukdEb1Jp3e8icaIDXTshQw5IXbbYyF09YKLRDCQQpipFl4Q4ZvQce6XqmQ5c7wGWZ4iul7SuxAlKz8Dnakw9nvibnDm2beg6ei34e4+DllWYvmuhG/vAhcMQTboIeVlQ02E1k5wYZEWT0jZdsxGQutXQCzIpedC/Qt7Ym6IxsxqLLr+J7DmLEI4MIBLr3wG/U0vznh75NhqPPwQxJALJvsiFCz5MOYSxNXg4q674Wh+iXwpULTs4yhf/1UIWmUumcFgMBjqwkRvxghiVaNx7N5sr3s+lmVMLoLTCUvE4tw9xOJcSvVO76i9+VwVvQkcRy/sfXfcTDPYNU1tMP36SfARy8JE4nPUIuhuoZZuGYVXq7qtqOjt6jyEkL8vrc4TDEa8Id0s4aoy6vqg38u6vRkMBoPBYEy201tdkWWmud7xJOBpoxbUZGLempccYVRN0TvcoWTJBrauo2PEZBB895ugf+AuKnxfidFWicKlH8Wim/6Eqq2PIKviDRC0FppF3l33Z9S+/GHU7vgAOi/8nnZOTtZyXAz7oTv4GjhRRLikQBFqE8zQPG/iSjZdSB7xaETj5gI6P7UOJsewUQV7fmv+BnCCHgGxFx69I6l53nyHYm0uTdP1gVick8z7oKcNfY3KPJ1aEJE9u/KNWHTTH1G65nOx+6WwD/2Nz+HSK5/GuefvRPuZn8PvahrD2rxIdXeGWHY4sTZP0jlCdXge/luvgczz0NY1QHNuMGNba8zB2jf+DJnFW+k5hHQnd5z95aSLbUaj49yv4O09DV5jRtn6L8+p7GpH627U7vwY/M4GaPRZqNryA+TWvC2usQsMBoPBGB8mejNU7/Qmli7dl6PW5jcg3TBnR3O9lcEaQY5keqe8vflcFr0jiNXl8L73NkiZVvAOJ0y/eQrCpcaE7oMj0uVN7KPUzrM3WMtoJS1kCY5mZbvp4gjBYKhBYIviLqI5Uwu+pz/Zu8NgMBgMBiNF4Txe8F4/yDS/lJOa17hiSSHNZlWjy9ucvQyCzorZQtTePCC4IRbmQayuSN7OaARwet2Erl2WnBUoXf1ZLL7lSVRsfAi2oq3geGJH3YCOMz/Dueffjou776UW0eGgc/zn8/mhPX52sMs7CYJLwN2EcKCfvoaZ5HmPOu8iy7FOb5eoCKbGjCoIGiPiDXnOjDzFHrrX0pLUPG8hInqTrt1p/b2sRcHCd9P1zvO/ViVHfjSyym9C0Yp7Yz/rzMVUEA35OtF14Xe48OJ7UbfzbvRc+gftOI5lp5er/17HBPYkfq6JgHTMBzetpuv6F18Z5oQoaI2o3PQgcuffGTs2mg5/fVrHB8kI77rwe7pesvqz0JuVzv/ZDon1bHntR2g8+BVIYS/M2csx/9qfwZKzPNm7xmAwGHMOJnozhiNJ4Pudce3gHGjbR4VvnbkIJhWsptTGTC9QOATczbHO2Wind7SyONVgovdIOznv+25HuLSQ2jkZ//octCTXbQaVq5OF2HU5Wnaqbm0+FHv5TXTZ1/S8+qI36/RmpDhSYS5C8+dRG0Dd3sPJ3h0Gg8FgMBgp3uUt222ANkW70kiWcEl8O3Zd7QdmnbU5QScrAn5A40Vg2/q06uAk2de2oi2o2PggltzyJEpW3wdL7io6L+HpPUktos/++zZcPvAlOFp3jSpMaY6eARcOK4K/Cg4Bk8HTrUTEmbJInnecI7ECwVgHuMerdK2aspdALexGRbjqsbWqbrc9Hnxnz4xEb0Ju9ZugNeTQ7nhSQJEocirfEmuEIVb+86/9CcrWPwBr/kbape/tP4fWEz/A2WdvR234L7TAIFSmODaompHe1jXY6T3LIaI3ie8gBV76F/eOKLwpWvoxlKy+H+AE2rxB7M5D/skXjpPHNh3+BvlPiqyK18Neci3mAiFfL449czc6a/8cyzCv2vI9aI2p6RrDYDAYsx0mejOGwTmc4CQJskYDOUPpZp4pvY3/ocvs8hvS0s5Fo7PCYKuk62SAOTTTm0vZTO+I6G1ioncU2WSE7843ILhiIbU6NuzYD/1zuwFRVHW7nt7TdDBJqpitBYnJs88suUbpCBi4RDPgVLU3Z53ejDQguEXpzNCeuwS+S8nqZDAYDAaDwRhN9E7VPO8o4crSuD0XKU53RxzNZpvobT6vCFkBvT+pnbkzhXTfZ1fciqot38eim/6MwqV3wWCrgiyH4Wzfi8aDX8WZZ29D89HvxD5L+ncnL9Bl4Oo1SRP8o/tDOtjjDR/N8zbo4HWcUy3PO4rdkQ9O4uHTDsBP4gCSQSgUc66SZiB6kwKE/EXvo+ukI5ecBxIBmQ8sWfVZevyGAw4qjtoKN6Py6v/B4pv/iqJln4DBVk2P7T5LC84V78PpVz+Mltd+AG/fuRnZbY+F0NRG54ekzAzIttnjdDEmggD/LddA5jhoz16EUNcw4iHZFbegavPDNGbB23eGZlMTt4nJNHw0H/kmwoE+6K0VKF7+X5gLkCjMsy9+CI72Y+A1JpRv+BqKlt2ddtGeDAaDMZtgojdjDCHLFpeBERH7nB1KZ11WWfpZm0chtjQEd6RSOSZ6e3yqi6bTgXV6j4EgIHDzdviv20Qv8nUnzsH4x38Ns3WKN1GLcVvR5vhXt4+BRpcRm7Tqb1KKTuKKLIPvG6CrrNObkQ6QbozQomq6rnuFdXszGAwGg8EYL887tUXveAq47q5jNMNVZyqE3lqG2QLX74TptJJ/LXKBhIl6aqMz5SFv/juw4LonMP+6XyBv/jtpdrkU8qCv8Vk0HP7qsMeL+Tk07isZEIHS3T3zPO+x4Fxeugxb9PA56mId5WphaOpDplexzB9o3YNkQIp3qUBrNkK2zCw2Lav8ZurGSOzney49iUTBawyo2PCgIqj2n0Pbyf+j92sN2citeSsWXPdzLLF9CsV9C6CFBWLIid76f6Bu193UAr3z/O8mzLafCnPF2nwoUlEeghuUQhTD83sA/0inCOIsUb39MXqMBL0dqNv1Cbg6j4z7vN11f4Gr6zA4Xofy9Q/Qz3o2Q85x5DVfeuVTCPv7YLZXYdH1P0Vm8bZk7xqDwWDMeZjozVDNsphcALS89gggi8gsWAVDRvoOoi25K4Z3epuMkAWe2uVybmWwlUow0XscOA6h9Svgu+NmyDotNM3tMP36SfA9yiRXPJGlMLWbI2SWJsba/EqL8/7mF+l+xBPO6aZWeTLPQ87MiOtzMxhqEdyyVqlor70Mvl3p/GEwGAwGg8GIInT3poXoHU9rZWeHYm1uLdiYlq5sY6HfexhaUYAgK0XHId/su/Yz2ipRuPSjWHTTn1C19RFkVbyBik1RePAIJrHLO+huoR2fNM9bhQ7sqOue2+qmncEavZ0KdOpZYHcix6UIo4623UgGQodibS7l5874cyVdqAWL3k/Xu2v/CDHoQqLQW4pRtu7L1K6f2Kv3NTw37PcZLRLmda/EsqrvoPLq/0Vm6fXgBD2NHOw4+3OabX/plU+jr3H4300HISJ6zwVr86EEN6+DZLdRxwTNf/ZAEoMjHmOwlqFm+2O0CYjY0dfvvx+99U+P+nyevrNoP/Mzul684l56fprNiCEPGg99FW2nHiMTf8gqux7r3/LrtJ73ZjAYjNkEE70ZqlkWD7TtoXZbJAtm4ZbPIZ2Jdnr7B+oRDjrpAEO2RC3OUy/Xm/My0XsiSMW79723Qcq0gnc4qfAtXIyvTZmr+xjE4AA0+kxYc1cjkWTkr6fbJZXbrs7D6pwn7BkAz/6NMNIDKduO8JIauq7fw7q9GQwGg8FgXOFkFLUNzk3xDM44iZikSN3V8SpdzyicPdbm5HPUnFE6f7XmArqMZ2doqkFyeIl9eOnqz2LJ6/4y+AtrBsLz5yVtv6LW5kTwVsPxjI80H7iMvbHtqFW4EbXAztQsovNbJEYs4G5BouE7u2ec5z0UUphPbKjFkBtddUOOnQSQUbAB+RHRveW178Hbf2GwwCBSoCxVlMKavw7l675Es+1L1/w3zDmKa4C7+ziaj3479nxO73nI8tRcGDmPF0Ik+kqsmFuiN7Qa+G/dDhkyDvofwss/vwqSGBrxMDKnVLn5YdjLbqTiLvmsWk/+aNh7TQommg49SBuebMXXIKviVsxm/M7LqNt5FwZad4PjNChe8UlUbPgyBK0x2bvGYDAYjAhMrWCM3uk9Q9E7HHShlXR5Ayhc9G5YshRb2XRFa8iK2L3J8PScovdJEYtzPgVzvTmfYk/EMr3Hh3RxeN93O8KlheCCIRj/9hy0h07QSa+4WpsXb094ng/ZXmaJ0l3eF2eL83idJxiMRBO4Wun21tQ3gW/pSPbuMBgMBoPBSBG4ARcdDxA3L1rYmQYEhJlZdvsHLiLk7wEvGFTJXJ4SsgyhpT0uT0WibIhAGZo/D7qMolnb6T0aQzu9w5tWJ63Lm+DuUaLhLBGRMt5Emw9cgnLcmFW0Ntc0KAI3V15FbZ+TZXEe6/QuyInL83GcgILFH6TrPZf+RnO2E0n+wvfQWDYSsdDw6gN0+0Jz+6gZ24LWTC3Zq7f+gLobFCz+MPSW0mHPd/a5t6Ht1OPwDdRPupiBIOZlUzfHuYZYWoTAqkWxn4Oe0c/BvKBD6ZrPo2Dxh+jPPRf/ioYDX4YY9tLiqebj36UW6DpTAS2+mU2uIVfS37wDdTvvpq4DWmMuqrY9gpyqt8zq18xgMBjpCBO9GaN3cM7Q3rz99OPUyooIxQWL3oPZgDk7anEezfW2pGantyyD8ykTIKzTe2LI4MZ35xsQXLGQDq4MO/ZD/9yuGWe1S2IAA2176XpmybVIBlGLc+K4QApRUu08wWAkGjnLhtDyBXRd/8qhZO8Og8FgMBiMVMvzzrYDgoBU50zxbhyufhpnivfM2NrckrdGlU7cyRYb6PYdhfknf4Tpt/+I3T/dcSzf2QPt+UsgJczBLeto3jUh6J0bojc0g8euuHR+0nZjaJ63WaWCCs7toV2qbrGZ/mzKVk/0FiKit1hRgsyirXTd0ZZg0Tssxs5T8er0JtiKtsCYOR9S2IeuC39Aol0KytZ+gdrSh3ydaDz8EITLTRNmbBNxNX/hu7Hght8Muz/s70V33Z9Qu+ODqN3xEXRf/CtC/rFj7ISGuWltPpTAtvWDP/hHWpxHIaIuKVIoX/8VGlng7NiPi7vvRee5X2GARPpxAv0dyWqfjUhSiMZ3Nh1+CJLop/8351/7M1WLbRgMBoMxfZjozRjEHwDv9c24g5PYDPU1/Juul6z6f7QqcDZgyVEszt3dUdE72umdYqJ3MAROlOgqE70niSAgcPN2+K/bRLtAdSfOw/jHf4GLfB+mg7PjIM09ItWf5uylSAZGWzUMGfNo5fRAy864PS/r9GakM0HS7c3z0DS0xjLcGAwGg8FgzG2EqOid4nneUfotimNNv2X63dHOqLV5wUYklGAImlMXYPzD07A89jvo9xwC3z8AWTvojCVPs7iWPBchvLiaZp9rTXlzqtN7GEmMoQp6WhH291BxzKxCnjeBZBEHNF6ExAEquJkylcLWeEOaHISeflpIES4vRkbRZppF7es/T7tbEwURvDlJgmQ0QM6In7BIxMxYB2/9Uwj5FAv1mdBla1CezzKxBbygs6Ji40PUccLddRRtXU9NWoge2l1rNdbQ5yEiPrGc9g3Uoe3kj3D2uTtQv/9zcLTspI0Jo3Xwk891zjLkvDsZMkuuQdXWH0Cjt1O3kM7zv6b3Fy75CExZ1rXxZQAAs8NJREFUg13joxIfQ8WEQ4qmLu35JHrrlWMzb8G7UXn1d6j1O4PBYDBSEyZ6M0Z2b1pMgH56QjW5iGw+9jBdz573pphQPBuIVij7HHUQQ96YvXmqdXpzvkieN+lQmOIF7JyG4xBavwK+t94MWaeFprkdpl//PVZNPVUcLS/HurxJBXMyIINAe9nr4m5xHhW9pzsZxWAkE2KTF1qpDMh1ZGI0TnEGDAaDwWAwZkGnd5qI3jOF2Ah7+84lTvQm9uWNrTA88zIsP/wVjM+8DE2k+JAITr7XXwv3ve+HbJx+xznf2gHNxUZaxBzYvI7epzPlT5zpPaQ7mhEfol3eJvtC8Bp1CvHJPEw0z9toq1JtO9Eub4l0VxsNNPrOHJnnGmh9RZVtjrofHYoYLeXnxN223pq/HubsZbRYvvP8b+P2vG7j5OZSyOdXsvo+ut5qPEbFcrFciSaYilU7EbyJ8L34lr+jeMWnYLIvojnUro5X0Xjoazjz7G10vtLdcxJwOME7nPR8IZZNbVtzHdLdXLXl+8Pu05snUaTgV+Yq0wlX11HUvvwRePvOgteaUXHVN1G45MP0eGMwGAxG6sJEb0Zcuzc7zv2KVvVqDTkoXPpRzCZ0pjzoTIXkHYKn99QQe3N3aoreJM+b5cpMGbGqHN733gYp0wre4YLpN0+Cr2uY2nOEvHC276fr0VztZGEvvYGe6r19pxFwT1xpPSHBEHincsyzTm9GuhLctJoWBmlaOiBcjsP3gsFgMBgMRlrDdyvimZgzN0Rv4kpF2u4MtmrqTKUWXP8ALTI0//j3MP3haWhPXQAXCtO83sDW9XB//N3wvfONCC9bAOi0M9qWfs9hugwtWxArzo3am4/a6W1QCv3FBZUz2i5jJO6eqLX5SvUi3dxeOI1KxrUpAXne4XmDdtu24m106WjbjUTBd3bH3dp8WLf3kg/T9d6GfyPgUbKuE4m99Drk2a+n63VFh+CTpt9xrtHbkFP1ZtRc82NqgU46c7XGfEghD/oansGlPffi3J4PojH7NLzFumk3/cwKhhSAc6HQpP+s++Lfhv3ccPABdNX9mUYbjAUXDCNdkGUJnRd+j/q990EMDtD/lcTO3Fa4Kdm7xmAwGIxJwERvxkjRe5rdm15HHbrr/kzXi1d+GoJW6YSeTUQrej09J2Od3qlmbx4TvZm1+bQhHR7e992OcGkhuGAIuj8/i/Duw5PuCCUZ2rIUhN5SCmNmDZKJ1pgNa/5aut4fh25vYj1IkA16mofOYKQjpGgptHrJoA0m6/ZmMBgMBmPuIoqDrmdzpNNbVWvzQBCaE+dg/N0/YHn8D9DvOwp+wAVZr0NwxSJ43/NmeO56J4JXr6EOPPGAdJETcZJE2JDnHVq4TiCWzUTEGEo0riwdMtzTCSJ6eXqUSDhLrjqiN+fxgZPlWKe3Wa08b+JQEM19HpIxnVm0hS69vWcQ8inCu9oI7ZFObxVEb4IlZwUseesAWUTnOcWyOtGU+Tchw5sLkQuh4dUHaDPBTDFYy2hn7qKb/ki7k+3lN4PXGBEM96A55wyOm3+Dut3/hd7L/0I46MKcQxoiek8y3q+/5WVaPEBs/iuv/l9kV76ZFlG1n/oxWo5/F7I0urjN907PRTHRiEEXGl79MjrO/Iw2PZFjpmb7j6A3M0cABoPBSBeY6M2IERvoT6N7k1zUtBz7X2odZCu+BraiqzEbsUQqld29J2KDZGpvnkKCCedlonc8IIKu78430IkZMqAO/3MnhONnJ/W3/c1Drc2T320/aHH+wojJnmmfJ7Ltcdk3BiNZBK9aRbMjhfYuCBcbk707DAaDwWAwkgQp6iRZuSTiKF4ibCpDxu6uLiX7OqPwqvg8qSRR9xzD0y/B8sNfw/jsLhoXRXOQ55XC98br4L7nvQjcsh1iSWF8HclkWYmsIeL2ykWQMzNivyIOdGTai9g2hwP98dsmY0yCnjZaZEBylYkNshpwbg9ELgyPXvlMVdtOr4Nmh8saAWJJQex+4o6gdJfLGGh7JTGFOVE3igJyTKtDYSTbu7/pRfidiR8f6Ro7sLDtKmg1mQi4GtF87Nvjdg5PBRI5Z8ldhbI1/40lNz+Jmt6tyPSQz5SDt/c0FWvPPnsbGg5+lbr2jSXcznWIC0BLJNKSdNBb89eheMUnUbT8HnquJWJ4/b77RxQQ8G1dgDizuahEQOIsa3d+DM72feB4LUpW/T96zPDC9KM3GAwGg5F4mOjNiEunN7G28TlqIWitKF5BLnZmJ9FOb1/feYgGng7iyQTJZCsiE25vzpgZgoDAzdsQ2qpkwml3HgT8gXH/JBwYgKtLsdbLLL0WqYCtaDN4jRkhb2es6j5ZjhAMRqogm00IrllK1/WvTN7JgcFgMBgMxizN8ybW5ilQsKo2nt7T1OZX0Nlo5vJMRUHd7oMwP/Y7mP70L2jP1IELhyFmZyKwfQM8n3gPfO94PcJL5gPamdmXj4VQ30wja4gwGdy0Zvj+8RqawUwIeadvl8yYPO7IeNOYpW6et9vQD5mTodFnQWsaFKTjCX+5mS5poYZGM+x3tuKtdDnQtkeVbQ/bj55+cKJE3RKGFnXEG1PWQmQUbqbdrR3nfoFEwjndtABJK5lQvu4BWjQx0Lo75iYZTzQDfuT3FGJJx7VYfOMfUbj0Lhgy5tHimIHWXbh84As4+9wdaD3xf/D218ZNeE93JCmExkMPQgp7YcpeioJF76P3k0aP3OrbMe+qr4MXDHB3H8PF3Z9AwK24JBB0+48i1elrfA51uz5BC3d0pgJUb3sU2fNen+zdYjAYDMY0YKI3Q0GSwPcptsVS1tQ6OMmFTMe5X9L1omUfjw0qZyM6cxGtFpflMLzOWiqaxLq9U030NjDROy5wHMKb14DLy6LFDboDx8d9OB30yiLN/DFYy5EKkKrUzJLtdL1vhhbnfK9STc/yvBmzgeCGVbSrS+jsgeZCfbJ3h8FgMBgMRpzxOmonfAzfpYje4gytzdNFFnF2HKDLjIIN4LhpWHv7A9AePwPTb56E5ad/hH7/MRr5JRt0CK5aAs97b4P3I+9A8KrVkDMsUBVZVqJqiKi9eumgZfkQtKZ8ugz6OtXdFwbFE8nzjrrkqQHpvnYZBq3N1XJXE+qVPG+xonjE72xFiujt7j6BcEApDFcLviOa552jemFOweIP0u5nIjgTwTdRCJHsdKkwF+bC1Sha/l/05/bTP4Wr65gq2yLd+1pLAfLmvwPzr/sFzWzOqX4rNHo7/Ux7Lv0ddTs/itodH0BX7R8R0Mzcbj2d6Tjzc/j6z9Nmp/J1X6ZFRUPJKNxEhWLihBBwNaFu18fh6T0FvrMH2roGpCqSGEDzsYfRfPTbNKbQmr8RNdf+FCb7gmTvGoPBYDCmCRO9GRRuwA1OFCELAmTb5AempOKRZraIAVhyV8NefhNmM2QwZc5ZEatgHmZxniKwTm8VEARo3qCIxrrDJ8E5nGM+tL95B13aS69DKhG1OCeVy2J4+s4ErNObMaswGRBcpzh46Ei3t5T6lmsMBoPBYDAmT9g/cd4u3xPp9J6h6D2ZbaVWnvfUrc0N/3iR2pcbnt8DobUTMikQriqD7803wn3P+xC4aSuk4vyEdcxrai9D6OimRYwkumY0Yrne3q6E7NNchswPubvVF73J/IvTqHzfFJtxdeAblU7V8JA87yh6cyGMmfNpV/RA216oidChvFYpX50876EYbZXIjMxldJx9AolCE32vy5UCg+zKN0XmMCQ0HvoagnH8/gqRbYnlJcPm+oyZNShe/gksvvmvmLfpf5BZcg21uPY7G9B++ic4XPkvnC7ZhW7thRnNqaQjzo6Dsa770jX3QxcpJroSY2Y1arY/Tr8bYnAAl175DJz7fkN/J6vk9jETgp52XNx9TyyjvGDRBzFv0zeh0annqMBgMBgM9WGiN4PC90W6N+0ZAD/5w6K/8XlqXcMJepSs+mxK5BcnyuKc2ERLEdGbd7mRcqI3y/SOK/ziKlrhTYpD9LsOjvoYkl0WtQ8nA6RUwpy9jDoVSGEfnNPNHZPlIY4QTPRmzA6C61fQziShpx+ac5eSvTsMBoPBYDASjNAdH9F7KF7HpZTNYyVZueB4WPPWTvnvtecu0vEQ6Yr3X3sVPP/1HvjedivCi6pG2D+rjiTFsryDa5dDNhlH32ejInoHfUz0VpugtwMh8j5zAkzZ6onRcLnhMiqd3qasxapthgsEIRv0kPJHz9G2FW+jS9IVrSZC55BO7wRQsOj99Bzh6jxIO3VVR5YHhehIgQGZWyxZ9RnqoEfE04aDD9CO3BkjSdA0RYsZRnbw023zGmQUbET5+q9gyS1P0lxnc/ZyoonCYe5EnfklnP33W9B05FtwdR2FLIuYzYR8PWg68k26nl35FtiKtoz7eK0xG1VbH6GPI5bxl/A0GrNPQ8rJTDkhv/bljypRnboMVF79HeQvei/Nf2cwGAxGesPO5AwK3zv17s2Qvxdtpx6j6wWLPgC9ZfQLxtlGtGLZ03sGokWfep3eXiZ6qwEZdIVuuJraFpLJHr51pD2eo2UXNTY0ZS2lGUCptv/2shtnZHHOuT3ggiHa0UELZBiM2YBBj+B65byu38u6vRkMBoPBmFMEQ+D6B+Iueree+glSucubFMQKOuuU/z64Zhk8H7gD3g+9DaENKyFbRtqJJwrNuYu0aJHaqm9Q3NhGI2pvHvIye3O18US6vElWvKAZvQghHoTcbQhpyLwHr7oFMe08HqMxJDNice7qPoZw0KVeFGGnIvCLBep3ehP0lhJkld9M19vP/Fz1TGuuz6FEJAgCxOKCYTFtFRsfonbaxFabZGzPFGK1zfmDNB9dmsT7Sc6TJNe5etsPsbb+VpT1LIVBzIAk+tHf9ALq934W555/B7Vh9zsbMdsggn7TkW/QwgNSgFC07K5J/R35/pdv+BoKuU305+acM+j3xNemfrrIsoSOs7/E5f2fgxhywWhfiPnX/hTW/HXJ3jUGg8FgxAkmejOGWxZPoXuz9cSjygVC5nzkVt+BuYLeWgaNPpNmvbgNSlcAuUBPFVint3rIBbkIL19I1w079tOK5KE4Wl6mS3vptUhFoqK3u+votOzBosUxcmYGtXxnMGYLwbXLIBkN1MlAczpx2XUMBoPBYDCSC9/bT5r3IJmMkM2muD2vs/1VuLuPI9VwtR+YtrU5IXDjZkUoSrbDmyRB/8oRuhrcsJIWMY6FjnV6Jwx3AvK86XYCSj6wyVRBhVE1iXYej4beWgpDxjxAFuFs36/K9skYnAuHqYW/nEC3tfyF76XW3sTJjswfJMLaXCzJB7SaETbyZeu+RK2niQV17+VnZrathkiXd1nRlFwuCYaQBWW9S7DK9W6aXZ097w0QtBbq+NdV+wdceOl9qH35Y+i59KTqOe+JouvC7+n/Ml4woHz9A1P6vvH9TlReKEN1+zrq/pAKhAMDVOzuPP9r2rCSPe9NqN76w5RrWmEwGAzGzGCiN2NaovdA2z4MtO6klkclq++j9j9zBZrrTayNyGQG16Lcl4qiN8v0VoXA1vWQtRoIrR3QnK8fvN/dCm//OXpatRUr+d+pht5cFDl2ZTiaX0pIcUwqQyp8Xd2vIehTilcYcxi9DsGNkW7vfUcAcXZb1DEYDAaDwVDgVbA2j0I6/9TukJwKYtgbEyWnK3qnCtpTF8D3D0AyGai1+biPjYjeLNNbfaLHlzl3hbrbkZV5GHPmIqjNaHneibQ45zsi1ubEYj2BxSYkszl73hvpevtZdbu9R8vYHkpGwQYULP4AXW898Qi8fedHPMbpPT+5bTUox44YyQ6fDhzInOBSGvG4+Ja/o3zDV5FRsIkKuz7HBbSe+CHOPHs7Lh/4IhyteyCJQaQj7p6T6Dj7K7pevPLTMFjLpvT3+gPHwckycnKvQdXmh4f9zjegFK4kEnLcEDtzV+chGtFZuvYLKFn1afCCLuH7wmAwGAx1YaI3g8L3Dkza3lwMudHy2vfpem7N22HKrMFcw5yjDOLcofrUEr1lmXV6q4xsNSvdBOQiftcBICwO6/K25K2C1hD/SbN4YS9/HV32Nb0w5YHrdGIQUhFZCqOv8XlceOn9qN15Lw49+R6E/P3J3i1GkgmtWQrJbATvcEF78kKyd4fBYDAYDEaa5nkTeI2RFsQOtO1BquDuOkbzVXWmQupelraERej2Rrq8r1oN6LTjPlxnUkTvcKAvbcWndCDoaVcs5DmeCoKqERbh1ipW9ca88QseZopks0KeINbLFrU47zoMMeSN+z4IEdF7rFxxNclb8C7a4UusxZ3t+1TM824btJIfc1/eTYVlcg4j+d7T6qQOixBaOibs4J8KpPM5s3g75m36Jhbf/DcULb+HumEq3f/70HjwAZx99na0HP8ejUhMpUKoiTqimw4/RI486hiYFZlHmiycwxlzUAtcvRqW3FUwmipivz//8t1wdSrncbUh73lv/dO4uOcehHyd0JmLUbP9MWRFnBAZDAaDMftgojcDCATBuxXRVsqyT/jw9tM/Q9jfQy8UCha9H3MRS44yuHJ7aiFDAu9yIyUIhcFFRFgmeqsHEb0li1kRx46eovc5WnbQZWbJdUhlMou3geN1CLga4eu/ML1O7zQVvSUxQK3Gzr3wLjQf/R8EXE30fr+7A/X7vwxJCiV7FxnJRKtVJk7J5Oj+o7GCFgaDwWAwGLMXtTq98+e/nS47SB6uFEYq5XlbCzZS97J0RfvaWfBONx2PhVYtmfDxgs5Gu/oIxIaYoQ7unhN0acpcAEETv6iAK5EcvXDrlXGpOV/djnJpXsmE3dXE3lxvKaVirLNDiQ+IJySDOpF53kMhxfw5VbfR9Y6zv6BOafGG7+oF7/NT+3apcOzXyHE8ytZ9ATpLCUK+LjQeenDK51ahrZNaxZNCZyln4rnPK7mYdwR7F/wZIkafN9Aa7Mitvp3mQy+4/pfInX8ntIYcGgvZe/lpXNz9CZz/z7vRee43tEgkVSEicfOx79DzJXm/i1d+asrPoXv1ODhJok4JUiSnXW8ojP1eCnlQv/9+KkariRjyoeHQN9Hy2vfodzSjcDPmX/sTGG1Vqm6XwWAwGMmFid4MmmGKSI4ZjPoJ7W16L/+Trpeu/n+q5yelKgZbJc3ukUQ/HXBxwRAtHkg2sS5vgZ+w4p0xA3RaBLatp6v6fUfh7zwHv7OBZl5lFm1BKkOOW1tkH0m391ywNyfuFJ0Xfo9zz7+DWo2R6l6N3o7CpR/Dwuseh6Az03Nb6/Hvp03lNUMdQqsWQ7Ka6UQqmVBlMBgMBoMxN0RvMd6i94K3Q6PPRMDdjL6GZ5FsyDWuKyJ6ZxSmsbV5KATd/mN0NXj16hH5v6NBBP5orjcRyxjq4O6OWpurm+ft7TgFcDJ0oglaU76q25LmlU7q+Ip2e8fd2YF0QUdEbykJojchd/47wGvN8Dvr4WjZGffnj9mNlxYBgjDhXEbFhgdp97m7+xjazz4xvW2RjvJpFP502C/RZZteOdYnKoYoWvoxLLr5z6jc/DDtlib7HfS0ouPcL3DuhTtxcc8n0dvwbzpfkUr01D9Fu9TJ/Fb5+q9MuYiFc7mhPanYzQevXjPqY2jnuCxRMbrt5GOQ5fgXnPtdLTj8jw+gr5HMe/F0/qdi40P0OGIwGAzG7IaJ3gzwvf2T6t4kXZItx5UclqyKW6k9zVyF4wSYs5fR9YEMZaKETwWLc+8Qa/M0rt5PB8LLFtBcLS4QhPPQH+l91vz1EHRWpDpRi3PSnT7p7mbiIuBwpVWnN7EsJ84UZ597OzrO/AzhQD90pgKaR7Xopj8hb/6dMGcvxrLrvkWTufoan6UDPMYcRqNBcFO02/sYnVhlMBgMBoMxS/H5Bx3PcuIregtaM/IWvpeud5z7FcSwD8nEP3ARIX8PFV0skaiudER77Ax4j5faTodWTD7PWRuxOA+yXG/V8EQ6vS056orent7TynbkItUdC8R5k8t9juZ6uzoOQgorczLxgOtTGixkjSZpY3CNLgN5NRHninO/jLtzhSaS5x2umNx7bbRVomTN/XS9u1aZh5lydvgMrc1FLjSluUNr3lqUrf0CFt/6JErXfB6WXDLe5Oh3puXY/+LMv2+jnevOjoNJdwbxOurQfurHdL1w2d3TirPUvfoaOFFCuLQQYllR7P6Af7C7vWL9F1Cw+IN0vfviX9Dw6gMQw/GLBxho24tzL30E7r462vBQteW7dP4nnV1OGAwGgzF5mOjNmHT3Zuf531E7YI0+C4VL78JcJ5rrPWDpTZlcb5bnnUA4DoFrr4IMGf0epdsgs+RapAPWvDXQGLIhBp1wtSsdHxPB9w+ADA9kvQ4ycYVIYYLeDrS89gjOPf92dNX+HlLYA721gg40F974O+RUvmmYS0VO2dUoXq6c09pOPgpXV2KypRipCZlAJROpZEKVTKwyGAwGg8GY5XneNiug18X9+bPnvYHmZ5Ms6Z6Lf0MyidouW/LWpK9bWyAI3YHjyurmtRN2hQ5FZ1Q6gonjEyP+BD2dCHrbI3neSnOAWridSk6wRVsO1TFPrsPVmFlDi6uJE6Cz81DcNi90RLq887IBPnnTtzlVd9CYgKC7ZcpuceMiihCa2we7ryeJveRa5Fa/bWrbCoYgtHVNmB2uJqRjmnQ4V235Hhbd9GcULPkI9NZyyFIQjpaXcXn/f+Psc2+lnc8erfL/KZGIoh+Nh74WsQG/GjmVb5nyc3Bub8wxLXj12uHPHx7saCfic/7C99JOctJRTjrLL+6+d8aFSaRooP30T9Hw6peohbotfwUW3fDzOd20xWAwGHMRJnozJpXT6xuoR1ftH+h68cpPQpMG3axqE62Qd2o7qPBJLHySDedVOgiY6J0YSIWwo1oHv84NXtYio3AT0gFSbWwvvYGuT3bQOqw4JkWrY/2uRjQd+R+a2d1b/xQdPJrsi1Cx8etYcP0vqKUYx49ugZi/4B2wlykWW40Hv4aAW7E+Y8xBBAGBiA0bnVgl8RUMBoPBYDBmHWrleceen9eiYMmH6XpX7R8RDijX08nM884oSF9rc93hkzT7V8zKRHjp/Cn9rdaoWEMHvSzTWw1cEWtzmuetVS/Pm+D219Ol2Zg6mbzU4rw4/hbnQmd30vK8h+2H1oT8Be+i6ySPWhLjE+3Ht3fTTnbJaFCE/SlQuPSjsUaUySA0tdGMaSnTCjkzA8lGZ8qj7+mC63+Fmmsep9nppLCAuNORzufXCp7GsfLn0dH8T4R8SqON2jTWP0ELG8j5snT1/dPqitYdeg1cWIRYlA9xEt37mSXXoGrrD2g3NnEkqdv1cXj7L0zb6a9+3/2xueu8mrdizRt+Ap0pud8fBoPBYCQeJnozwPeO3+lNslWI5Q5kERmFm2N5RXMdUs1L7OFEzg+vfiC17M1NTPROFF1lyvcn21UIXWviq3GnCxGACSTbbzITcLHzRApam5NBEbHDuvDi+9Hf9Dw9VxHLsMrN30X19sdgK9oMjhv/3x0Z0JWs+gwVycWQC5cPfBFiKAW+04ykxRdIdhudWNUdOZXs3WEwGAwGg6ECfHevKnneV07oG201kMJedF74HZIBudb39p2j6xkFG5CWkGuyQ4p9dnDLuil3vUazn1mntzq4upUO/KmIkNMlLHvASTydj0klbEWKxbmzfX/8ROGOqOidg2STXfkmaAw59DvU2/BMXJ5TE8vYLppyYT0pZiddwlO2US+fmbV5vCHzECb7QhSvuBeLb/kbKjZ+g865cjIPr2EALZd+Rbu/iZjb37wjrvb5V+Jx11GZoGzdl6HR26bVhBN1SqNF5JP8TM1ZS1Cz/TEYMioQ9vfg0p5PYqDtlante+9p1L78EZr1TuZpy9Y/gNJV94AXtFN+HQwGg8FIf5joPdeRZfB9A+OK3j2XnoK3/xx4jRklKz/FMlCGXGSbornexu7U6PRm9uYJhRSE9PcqVoE5zjLod+wHJAnpAMnCMmbOhyyHqZVWvGIQEoUsy3B3v4ZLe+9D3c6PRSrqZVqYU7P9x9QyjNi4T+V8RaweSVc4GcwHXI1oPPwQ/YwZcxCeV2wzSbX6wdcAfyDZezSnIN9vkn0a8vXA72ygkxgk445M9PQ1vohwKH55bwwGg8GYu8Q6veOc5z0UUnhZuPRjdL330j8Q8AxmmiYK8j+UXCcbbNWxjud0g1yPcYEgxLxshBdVTaurksAyvdXB1aV0elty1c3zjmIJ2MFZU2NcGsWUtQhaQw4tcHHHIy5LlgftzZPc6R0dK+cvfA9d7zr/W3qtPlNiGdvTFKK1hqxp5Hknx9p8su4gtqKrUbHxQaxvfTuqOtbAnLGQHAFwdR5C0+GHcObZ29B89Dt0LkSW4z/3VLD4/bDkLJ/W32oPnwQXCtMiDbGqbEp/qzMXonrbo7DkraMxAaSpoavuz3RcOB7k990X/46Lez5JBXO9tQw11/yEWuAzGAwGY+4yus8rY87AOd3gwmHIPA85c6RledDTjo4zP6frRcvugtaY/ArTVIJcDLq7DmPA1IU8lwfJlse4aKc3E70TgqfnJML+XggaCzLDZRA6e6A5XYvwcjIwSX2InbfPUYu+xheonVY6dHqTQY2r4wA6L/we3r5I3jLHw15yHfIWvBOGjHkzen6tMRvzNn4dF/fcS7vg28/8HEWRiUrG3CK8uBri/mMQevupnSbtKmJMClIsIoW8EEPuyM0z6ro07P7hvyeODWOh4ZzIKLs9oa+JwWAwGLMMIij1RETvKdrqThVr/lqape3uOorOs79A2bovIjnW5huRjnAeb8x5J7B13bSilrRGRfQmXapkPMEK+eNL0NNGe2rUzvOOYvVlQ7aakUqQAhdicd5z6Uk4WvfMOPqMczhpoYcs8JBy7EgFsipuQXftn2h+e++lp+j4e9qEQhBaOxKSsU06kMlczVSzw5OJRtajcKAa9tXvgFvnQX/Tf+gt6O1AX+Oz9EYcLOylNyKr7EboraXT2o48xJVAq8tCXsTGfsr4A9AdPU1Xg5sm3+U9FEFrQeWmb6H1xP+h9/I/0X7qxwi4mpXmq1Fi6sSwFy3HHo41cdiKr0Hp6vtUj1hgMBgMRurDRO85Tqx7k2TaCMKw35HBYMvx79EqO2JTlVVxa5L2MnWJ2nc5jd1ACnR6E9u3RIjeJCvH7bwAT7sTgbAOnGCFRmeDoMugNkikCnguQLoOCWRwG8pfD+HlA9DvPoTwwipAl/o2SvbS69B26jH4HBdoNyWxkxrbESK5nd6yFIajdTe6LvwefqeS48bxWmSV34Lc+e+A3lwYt22ZshaidM39aDr8dXTX/hHGjErYy5QMdMYcguep0G38x38U0XvtMmCOFBQRS0YiPksjBOvBmyx60cr54XM7EA4OF62lsDrRALzGCEvuCuRWXINAephqMBgMBiNF4dwecP4gZI5LyPVt4ZKPoq7rY+hvfgm5NW9LmDUzuYZ2dR2i6xmF6ZnnrTtwXOkeLMyDWF0xveeIiN5S2EevbwTdyIJ/xswgx7SgTYwQneHLgWRJLdGbQGypiejtbN9Hv3ujCXWTJdblnZs9Yq5uOoQWV0N79iL4BdP7DkU7kfMXvR/NR7+Frto/IrvyjVSonA5CSyc4UYJkNUPOmrqV9mgEPG3Qm4tGbquxLRZlIZvTTxDVW0pQsPiD9L339J5Cf+MLcLTuQsjbia4Lv6U3U9Zi2tRAIjU0uslnlred/WlsvbLmHnDc9I41UphE3ThysxCeP/1GBPKdKV75KSrit518DH0Nz9CimooNXxt23va7Gmk3OHHoAyegaNndyKm6nRU0MRgMBoPCRO85znjdm47mF+HqOkyFpZJVn50wE3cuQrJ3OE6LkCaAgK896XkBpII13qI3yQzyOmqpxb237zy8/WfpxfW4+yHo6YU2FcGpGG4b/Fk/yn26DPBaS1pdoEpSCAOtu+l6Zul1CGUtg+7YafAOF82bC0askVMZjT6TdnyQQXlf0wtjdjST44pWmVPROz4D0qmIb/1NL9BBtdJBoAhf2ZVvRm71HdAa1OnMsZdeD//AZXTV/h7Nx74DvaWUiuGMuUV4YSW10RS6eqmtZnB76ndIkYI1SfRBjAjRRICOrscE7CH3KcL28N/LUnxyCMn/AkFjhqCz0Amxoeu8xoSQrws+x0UE3CTPb6R1HcljM+cshyVnJcy5K2HKnA+tTgeTzYxAvzrCOoPBYDDmBnxXpMubCN6amQtKE2GyL0BmyXVwtOxA++mfonLz/yIREIGEOKuQsRcZu6ajM10sI3br+ml1DxJ4jYG+B2JwAEFfF4xM9I47ibI2J1j92QhaU0+8NOcsg0ZvRzjQD3f3cVjzp+8UxXdG87zjY23uf9MNCN+8DfbibHhmcB1tL7seXbV/oGJjd91fUbD4A9N6HqExmuddPO3v9ZU0HXoI1dv+b0SxwbBtpTFkTtaSs4LeileS3Ou96G8i87aH4O07S29tJx9FRsFVsJfdCGvBBlqoMBYkN7uv6d+xn3W6aToKBIK0SHwmXd5DIfOCZK6HFDA0HnqQ5nTX7f4E5l31LegtxXC07ELzsW/TIiYSTVex4SsJc5lgMBgMRnrARO85Tqx78wrROxxwoPXko3Q9f+H7YLBOLY9lrsALOpgyF8LTfwourhm2sJgamd4mw7Qtaf3OxmECt995mbQIXLklGDLKYLGXw+9xIBRw0gmEcNBJLWllMYCQr5veJr/zwjARPCaY64eL43qjHVbz9DKG4om78wjEkAsafZYywOcEBLZvhPEfL0L36nGEVixKOcu10SDVwET0JoOlwiUfHrWyN1ocQyMQNIn5t0Gsqnov/4sOpEk2E4EcA2Twk135FmgSMFFVsORD9Ph3duzH5Ve/hPnXPM4iHuYaHKd0e//9eVq9Hlq/ArLJOOJhJE8tHBhASHTBZlswo02SrhBy/Me6psmSCNThiDAdHC5ay6IHkLwI+Fwx8XrkOXt68FozjW+gQjURrIlwrSOCtRlavRVWWxaCYR0gmCKi9uDvSacP+R8Ze12yBP9APdw9r9EMOk/vbojkf8YEIvdMOmQYDAaDwRgLPmZtrl6e92jXlqRolhSWu7qOwpq3JoHW5hum3cGXTHT7j4ITRYRLCyHOK5nZcxnz4AsOIOTtgtE29VxwxvgQIS4R6EJG6DSZCGpTz1mNfMdsRZvpOJZYnM9E9Bbau+Of5z3NeaIrXyMRuhsPfhXdF/+CnKq30GL6qaJpUDK2wxUz+14PhcxjtZ99YkQx/+C20lv0HgpxVyTOfeQW8vfC0fwybWTwD1zEQNseeiPzJ6TYKqvsdTDaFwxrMgl6O2k2eDwgzR+cPwAxK5MWjccLEhFAcr4vH/g8Aq4m1O78KAyWMvo5E8w5K1G+/oEpZbszGAwGY27AZhLnOLFO7yss3YjgTSajDbYq5M1/R5L2Lj2w5K+ioveAqRuZbg+QO3krobgzhUxv0g1IRGlF4D5Hl77+C9TO/ko0hmyY7ItgylpEOwRIp4LemAG73Yz+fg/CYWmwwzDsoeK3GHAiHBygx9HgclAcJwIRuY/c6DZlkVZEk1tggn2/pLPQDOrsytumNcCKB/0tirU5sY+KTiARW3Ox+CSE1k7o9hxC4NZrkOqQTm9Ba6XCsrvr2KgD87HOE2pAjouOC39DT/1TMUFMa8ihFuYkYkHQjBQc1aykJpmLdbs+gYCrAQ2vfhlVW38wZ+z7Gco5LVCeg3CRANHRAu/uJ+CttCPk60HY34uQvwchXy9dl+Uw/Zveqtchf/FdCPidY+RXj7QLH2ojTirW4wInKEJ07BYRrYfcqKh95e8jAjevNY07Oa7R8CP+Bwx/7yT4Bi4pAjcRuntOMJGbwWAwGCmD0B0RvXMSN1lOutaIHTCxP24//RNYrnlcdTe1QdE7/azNuX4ntCfO0/Xgtul3eUfRmvLgG6ijnd6MOMMlLs87Va3No9iKtlHR29m+F7L8qekVm5B4sWgGdUFOStq4G2019PtEHNmItfSU8AfAd3Sr0n1N4smsuatj8xrELYLvH6BRFmLpSOvz2QBxv8uteSu9kfGXkv/9IsKBPvTWP0VvemsZbXiwl95AReLGww/RJg5DRhX8zkvT33gwBO3BE8rqptU0IiyeGDOrUbP9cdTu/Bids4oK3rnz70Th4g+xsSODwWAwRoX9d5jjRDu95SGd3s6Og3A0v0R+i9JV97GLiEnmeg8Yu4ABF0lsS36nt3GkMEjEFG//hZjATZbkIvhKiHW0MXNBROBWRG6tMXdS1uPkMVEBBaNkKY2FJAYUUTygCOKjCuWRbvKQn3SQ96Dj3G/QVfsXOnGUW/12aI3q2FyPur9hP5xte+l6Zsm1g7/gOPiv2wTzb56C9uR5hNYug5SfeoPUoZBOTGLP3lv/D1oZPKronYA875DfgdoDP0XL2b/HRD+dpQR5899J87THs+VSEyIEzrvqG6jbeRf93rQc/y5K13w+raz4GWN/j6loTcTriIgd9HUj4GqmRQ5Bb8fgg62RGzk0FYfNMem89AK9zRQiCPOjCtbmYaK1zpABmz0HvoAA8EqHNfkdsRZP5HFKO7mdlycWubOXUYGbOGSYMhewawwGg8FgJAW+u5cupdzEdojlLXgP+hqfg89RS7u+SQGtWpB8WyXvlIc1L/Wjl65Ev+8IOElCeF5pXMQqnSmfLieK6mJMHVNmdcJy0om1uWxLXdGbXOPSovJAPzw9p6Zl+06FWp8fMs8rmd4pBinWIc4Vl/d/Dj2XnkJu9Vun5IgmNLeBIw0TWTbIGdPLBB+N7HlvQu/lf6LpyDcx/7onqLgrNCjW5lJhLmCY/cXrxMXCuOxuFC75CFzdx6gATmzMSad0x5mfoePMz4fESvEoX/1FXNj1wWlvT/vaWXqsSpkZCC+pgRoE3M2Qwt5h9/G8jhZ5MxgMBoMxGmymcS4TDIF3uoeJWWLIi5bj36PrxEaYZdhOjDlrCTiZR1DrQ6ivEcD8pOyHHAyBCymdhqKeh7//fMSiXBG5yUXuCDgehozKYV3chozyhFvfkc5Z3phLxfWJEAQg7DiMi0d+Bm9/Lbrr/kIHWlnlt1BXAp1Z/aIDZ8cB2p2uMxXAlLV42O+k4gKEFlVDe+4i9Dv2w3fnG+KWUaUWJO+JiN5kMES6TTUa6+id3lfEIMSTxsPfwkD7gSH3cNAZc2kuFZkwIJ+r3lQEnbmA5vElUswjuVHlG76K+n330UEj+c4wB4zURhJDtICit+0sfM5G+J0N9DhKHFxMfObH6LKm9t/jiNqTFYMn6rhWU+R29dah6+J+OLuOM5GbwWAwGOmDJIHvUa4LxAQLSlqDHbk170DnuV+i/czPYCvaotr/xmiXN/lfnChBMl5wLg80p2sHs7zjgNaYR5es0zsd87zlYZ3ecknqit7k+5xRtBn9jc/B0bp7Wu+NEOmCpkU5mtQU9qz5G2DKWgpv32l0XvgdSlZ+atJ/G7Mbj3OXd9Hyj8PTewp+Zz2ajnwLlVd/G5rG+NuopwP0OMxfT29kjmegdQ9tciDFyYNI6Kj99fQ3Eg5Dd1B5vuBVq+Le5U1c17rr/oz2Mz+l8V2GjAroLWXUur3z/K8RcLegdM39zImPwWAwGCNgM49zGGLxQ5AN+lhGacfZJxDydVIxL3/xB5K8h+kBrzHAzBXCjVa4ek8hFzckdPu0u87Vho7GM+jLOwa3oQ/u/zwJWQqNeKwi0iod3EZiU545n+5/OkGqivMqr4Umcz36W19F54Xfwtt7mlb09jY8A3vp9chb8C5Vc+gdLS/HurxHE18D2zdAU3uZDrCEi40QayqQypDjQW8ppRW0ZDCUV31rwju9M4u3IuRtg8/VFjl2Zbi7jwPkNoobgc5cRI9nuqSCeCFdkvvUOKZJ5mLx8v9C64kfUjtKMuAi1vCM1OTSvi9Q15IZwwn0XEIiHjRBHvqGHgiyDtKatRCsWUNEbeWmN1iRnZcHp1uGKGJWoXRyN9BMbk93tJNbuY6IwkRuBoPBYKQDnMMJLixC1mggZyZeDCYWtKTgNOhpQ+/lZ5BT9WZVtuOKFJSmo7U5f6kRnFyMUE0FpCJFrJ4pxN6cQDK9Zyvkei2Ks/MQrAVbE7Jda94qVZ/fD2U8SjD7MxGypq7oTcgs2kpFb1JUXrzininHGPAdEWvzFHaNI/MghUs+hEuvfBp9l59BXs3bJ92AIESEaDHOQjQRP0nGM7HCdncdRnftnzCvIdIYEmeBPZ0gRdVZFTfDWrARZ599y7DfDbTtjq03N/4e+dk2GDLmTep5SfwE7/ZCyrAgtGxBXPeZOFU2H/02/Q5FGzVKVn6GzvX0NvybNms5WnbQbPJ5V309abGHDAaDwUhN2EzkHObK7k1P3xmaL0YoWfXZhGbnpjtWfRXcgVa43ErmmFrIUhh+VxN8AxepJZ7PUQef4yLN0abYIw+UyIWtVcnfHiJyk86C2QIZZGUUbIA1fz08PSdodbG76wj6m16g3bi24u3IX/AumgEU74vvaNcEsQUfDTkzA8F1y6B/9TXodx6At7JUaVFP4ffSXn4Ttbvqa3p+uOgtinRiUO1O75zKW1Gz5m3o63PB5+qi1tJkIjDoaR+2Tuyoif25f+ASvY2GRp+lCOBUBFeW+sjPilX/9D6L7Mq3wDdwGX0N/0LjoYdQs/0x6ozASD3MWQtHFb15jQkGazn0GRV0SSY/R7UNH6Na3Pj7f0LT1IZgew0CK7eN2nWt0ZnBceScnLiu68SI3K+N6OQm1wnmnGUwZa9gIjeDwWAw0jDP2x73zrRJbV9jQv7C96H1xA9ot5q9/EZ6XzwRw176vztdRW8uJNLe3mCcurwJOqNibx70zWJ7c0kR+Aj1+x9AzTU/gckeXzEqCokmi2LJWa7KNmLbwqC1MQ8BcgpnehMseWvAa8xKBnHfOZizl0zp74XOSKd3wcROeMnEkruKvlZ311F0nPs1ytZ+bsK/4Tze2DlYLIt/xjYpTi9efg9ajj+M9rNPIC98DSxCHsTiAsxlyNiu+cg36breWoH51zwOn7MevZf+if5mJZrL0XcYjpc+AGPmfCoyZ5ZcN/YcoihC96rSoBDcuCqu812+gXo0HHwAQXcLOF6LouX/hex5b4w1nGRX3Aq9uQgNr36ZOg3U7bwb8zZ9i372DAaDwWAQ2MzkHGZo96YkhdBy7H9pd6W97HWj5voyxsZiXQwE9sAZrI/bc0pikOajKsJ2ROAeuARZCo54LLkQtFoqYG4EzJpSaG7/IHTm4jmRO0xeIxFbyI0MKIn47Wzfh4HWnfRGJnnyFr6b2tDHA1JpSjqR9dZyanM9FsGrVtPKV6HXAe1r5xBasxSpjL30BprvRAoIAu42wK7kMfH9Tpq3Jeu0CZlcIFXwOlMevWGUyROS/06qeakYTgXxyNLTjoC3DVLIQ7Pqyc3bNzJ8meM0VOhUOsULYbQWIpg/DyFkQdAT6/SMMb835P7ilffSbERP70lcPvAF1FzzODRpYBdJ3rfOS/+E15YFY35i3SiSQdHSD2HJlnvjbvlNJl41v/sHtCfP08G9bM/AbGEyIjfp5DZlL6PnW1v+KhRXrsaAM5hQW3UGg8FgMGYKHxW9E5znPZTsea9H98W/IuhpRXfdX1Gw6H1xfX531zE6ZiHXu3oVHbDUJLyoGlJe/Ozno1FaIV8PZHmWWfKMAclcrt72KI1rijeS6Iutk/FQQmN2LPEtEok3vKBDRuFVcDS/RDtppyR6yzL4iL25WJC6nd5RChd/GHVdR2njQd6CO2lh8aS6vPNzYo6T8Sar4la4uo7S+aDzhQewTHo/oJ3b098kFtDVdRgcr6Pd8NSxMmsxDMbSmOitNAdwkfnHWrSdegwZ+RvoHDE5nocWhmtPXaBxmZLFhNCK+MVikuOo+fh3IYsBGklRseFrtJFntIKL6u2P0XMcaZCo2/UJ+lhr/tq47QuDwWAw0pe5/V9/jjO007v7wh/pZDexhCla9vFk71raQQcx3RwCXD/8HmKXZp5yJT7pWvUSYbu/Fr6BOvp5YJTBOLF2NtqqafUl6WImS4t9HmxNbQgd/hfCpYXwWeZWXlEUcjE876pv0OKArgu/h6NlJ83fJjdL7mrkL3wPzDkrZ1QM0N+sWJvbS64b/3kMegS3rIPhP69A98phhJbU0PtSFSIyk4GDu/sY+hpfREFpzRXFMbaUyCYnAy1iNz2WfX046IqI4aQzfLBDPOBtR8jbSSf/lPvaYn/TemrI82tMIzvE6bqSJ062X7HxQWqZRiYpGw99DZWb/ielu1uJtWHraz+Ivebc6rMoXPZfU7bZYwBiaSHC80qhudwM/b4j8L/+WswVkduSs5J2CkWPddLVzgtaUgqQpFfAYDAYDMbMRG8xiaI3+X9auOTD9Fqyu+5PtIstnq5cUWcqYmebjoXQMgcEtsS3EF9rzCZvPB1jh/3KMTCbISJ/yNeN+n33oXrbj2aV65uU4vbmhMyibVT0JrnehUvvnvT3kHN7wXt8kDkurkUfas7BZBReTRsPOs7+ChUbvjI50VtFu3HyXpeu/iz8rccQ0A2gXr8PJfIdaXkujAeevrNoP/Mzuk7s9o220Zs3qhf8P+iqrqLzaER89vafi82n8VozMouvRVb5jTDZFkF34Bj9m+CGlWRgGJemHyKyk+gPgiVvHcrXfXFc23IyJ0Tc9xpefYA2JdTvvx8lKz6F7Mo3znh/GAwGg5HepO4sPUN1omKWx+yluciEouX3QKO3JXnP0g8uMxfmQCY8hn442o9Bn71lXBswImoTW/JoB3fA3UK77K+EdJ0aM2sUgdtWTTO4dZbiEWIVx/OQPUqltWxKr4xuNTDaqmj1asGiD6Cz9g/0gp2IueRmylqC/AXvntYEUMjfD3f3UbqeWTqx2BVatRjao6ch9PbTQUHwmtS2FiQW5+Q96m18HvLVdw8vjslKj0kS0mVAbib7/BG/Ix0dIV/vsO7wkK8DYqAD3oFW2vUhRQpQxrdOL4KgMYMkjxNLfWKnVXHV16E15kzbOl0NyGttO/UoHbQSNHo7woF+dF98EiH/AErXfg48T0RLxlQIbF1HRW/N6VpwV62CnG1PK5Hb0/Ma3ONkco8lcjMYDAaDMVvgu3uT3ulNsBVvgzFzAXyOC+i68FsUr7g3Ls8ryzJcEdGbdOelF8r4TCorghznaCVynU6FYOIaNYtzvaNUb/4mLu37Mi18Jd2QVVu/H3cb/WSR6vbmBOKeSK6tyfFG5n0mazMf7fKm8Qva9BirFSz+IJzt+2lntc/xznEfq2lQRO+wyhnbgmDCgvZNOFnwPPoCr8HU+ByyK27BXEMMutB06EFa7GMrvgZZFa8f9/FEZM6pegu9+V2N6G96kc6nhXxdNOaN3PTaXOQLecixLoC4avGM95E4+TUe/CoV2Qkk/iN/0XsnNbdC9rdy88PUzp7sZ8tr36Pzq4XLPkbDEBgMBoMxN2EzmXMVYpnU54AMGY1dv6Pdj0QEzCxJ3661ZCJbLbB5c6no3d92DAXZW+hkQ9jfG7Enr4OXCNwDdXTQMxpaQ86gwB3p4CZ2PpMWZqOit5FlsUfRW0tRtua/qV1gV+2f0Nfwb2p5ffnA52GwVVPx21a8ZdJCZX/LLhKsTien9JPppud5BK69Cqa/Pgvd4ZMIrVpC875TFVvRZrQKBgTcreiqfwmcaSEMvX2q53knCvI5D1qnr4h1q9rtZmqDHQz4IvnhkQ7xiDgeiAjkUnjQOn0o5Ht97vm3R6zT86/oEB/MFh/POj2eEHG/t/5ptJ/5Od1nMtjLqb4dJcs+hLDzKE6//AAcLTsghlwo3/A1msvMmDxSUT7C1eXQXGyEfu8R+N90w6wRuY32+awQgsFgMBizm3AYfN9ASojepJC5cOnHUL/3M/TaLafq9rjYUPsHLiLk76H/5y2Ra950Qc4wA25AXFytyvPrjHl0PE4EnNmOxpCNyqv/F3W7/4sWVjS++hWae5vuBY1yGtibE4h9tLVgAwZad2Ogdc+kRW8hKnrnp761+dCmg8ySa+BoeRkdZ38x5uM4hxO8w0m72ImDlprwXb0wOzNQbliJRvtxtJ34IY28M2SMb78+myBzksQqnMxx6EwFtPt9KvMRxKqeOJKQogYSg9fX+AK16w+EutGU040mnIF5fx21P88s3gZhGrFvrs4jaDz8IHUcE7RWlK37IjIKNk45TqB0zefpHB05/rov/gUBTysqN355yi6cDAaDwZgdpPfVLmPacG4PuGAIbZmX4HGep5bZJSs/PWftfmaKbDYiw5eLNtSi+/JOuPpb4O2vpV2Vo0E6RYd2cJN1rWFmky6xTm9j6lpoJwtygV+y8lPIX/AeegHcW/9POhnUeOirNOMub/67YC+9bsIJgP6mHZPu8o4iVpUhXFFMK5r1uw7C/+bUFMgIpPKfdJz0N72AUy99TrlT5qCt0kEY2AvNK/nQGLJox7BWb4fGYKedz/Rnum5P60kUxTq9fNQcMjJgJCLxlVnivZefHvKYMLU8Jzf3aM+vMVOLdIOlCBnZZZCFHGiMUXFcsU6fKeS8Q6qbff3n6c9G+0KUrPosTJk1EDRE/L4J/qAOl/Z/Ca7OQ6jf+//o5JdGl7rFGKlIgGR7X2yE5uxF8JtWQ8rNTgmR2zdQPwmReykVuInQbbQvYCI3g8FgMOYUxMWIk2XIBn1KdIta81bDmreOZq2Syfry9WSSfmYQK1qCJW9NXK4vEwrJ+CUX0kZ13MtIgSp6T9HOwrlSBE6u9etf+Qw9xpqPfYeKQ2k970MEbz49OjjJ2JqI3o623ShY8uFJve98Zw9digVKBn26QFz2HK27Yuef8azNpaI8QK9TdX+EBuKmCBRkXI/ePB7urqNUXCV22Gl3XpwmfQ3PYKB1F8AJKFv/AAStZdoFWiQKj9y406+Hd9dv0WVvgsPYCU/vKXprPfEIMgo3I6vsRupyMNG8EBm7dp7/baRIQqZzo6QgnzQPTG8fOeQvfC90lhI0H/kWtdu/sPMeWG59hJw0pvWcDAaDwUhf0ledYMx4sB/QeNGYe5L+XLjkI9CRASBjeggCrHwZIO9D0N+HYMfByC94GDLKYLRFO7jJsnraF5vjIXuj9uasa3O8HLeiZXcjb/470XPpSfRc+jsCriY0H/0WOs/9Ernz70RW+U2jDoL8rna4e8j3hUNm8TWT3yjHIXDtJgi/+Cu05y4iuHYZpJICpCrkvQm4mxDydiDkdwCcjJAmgFCgFehWBqnjQbqZifg9KIQrojgRyKlQTn6m92em1WCTDKKIMExuQ6v0i1d+imYxkskMQtnaL9BO62i3eCAijhPXB9J1HbVOd7SO3o1Bu8Sv6BAnRTLk2B3PkUAMedFx9gn0XHqKTCNQgZ2c17Mr3zDi72yFG1C1+XvU5pA4H1za80lUXv0davfImByk8yK0oBLaC/XQvXIE/ttel/B9IIUYAVcDvL2vodlxGn1tR2h8xlCYyM1gMBgMxjh53iki/BUu/ShcLx+mTjy5NW8fNaZnOnneGQXpZm2uPqTTmzBbO71F6vKkQMYfOm0WzFmLUb7hq7h84AvU/peMOYqWEuvf9EROgzzvKBn5G8HxWgTdLfA7L4+ZpTxqp3eaid6kwCKr7Cb0NT475mM0EdE7XD4J17wZErVRF8tLULb8C6jd8WE6Dm879WPaEDHbIcXQrSf+j66TeQFyHpgxsgzjgdOwuCpgW/lWeNaUo795B/qbnqcOY8TentzI/E9m6XW0A5w0+YxW7HFp7+cx0K4USBDLdZI1Ho/5IXvJtXRuu+HAl6jj5uGn3ofKq78JnbVmxs/NYDAYjPSBid5zFK63Hxfzj0LkQzTjOLvyzcnepbRHY8pGdec6eFdkQFO8ArqMKhgzqqitVUKIdnob0kdITBYkt75g8QeQW/M29NT/Az0X/0otn1pf+z46z/8GeTVvR9a8Nwyzfe649CJdmnOWK/bYUxXIli+E7uR5GHbsh/e9b0mZSbYrIXZfi67/CbX87mvuhOaHjyOo8cP59msQEl0I+4m9dz+9kYzz6Dp1NZAlaktFbgFX44TbIsJsVAzXGrNgyciDyFkhaDMHu8gjHeSpasFNqp5L13yO5kaRQXR33V9Rte2HI/ZXEgOKEO5tR9jXAU7shrO3CX53G72fWqf7e+nN23t6lO1ErdOLoDcX0GW0Q9znuIjOc7+iNpYEElNRtOwTVCgfC3P2ElRtfQT1++6jEzAXd99Ds7AmZdvPoAS3rIPmQj0VvoMd3apPTEVFbqWL+zVqMRcOOIY9honcDAaDwWBMTvSWcpJrbT4UUhidWXo9HM0vof3MT1G1+eFpPxe5NvD2KbmoGQUb4riXswMSH0aYtZnesjxkdXCd2AWXrroPzce+je7aP9Jotdzq25EukLFQlFRwaJgsgtYEa/562nVKiqQnEr05jxe8y0Mt3MW85DtJTZX8Re9Df/OLND5xBLIc6/QWK9TN84YoQmhpj2yrBFpDNkrXfh6X992P3vp/wJq3BraiLZitSGE/Gg89CFkK0uOPzHvFA03tZQg9/ZD1OtrMoTXokTf/HbRYyzdwkToGOpp30Lmhnot/ozdDxjwqfttLrx/2XETw5ngddRzNqrgZ8YTY2JOOflLoQ+Y6Lrx8D7VNn82fOYPBYDCGw0TvOYqjcy/6LW3gIKB09X1UuGHMDCnDgoKOSmhyb4Crej7CYSmh24/Zm7NO70kjaM3IX/Au5Fbdjt6Gf6O77k8I+brRduoxdF74PXKr70BO5Zuh0djQeekF+jfTzb0Pbl1PO72Ftk5ozl9CeJE6OXXxROh3QScaoTHnQi6+akJ7KiJ2DxfD+xD29yNE1ul9EcHc30+twInQG3STm2I9Nly+wwgxL2qtPloX+VDLdSKmJ9Kyjwjc8676Bup23kXzvZuPfhvl678ybB+odXpGOb0NzREn5wlqnR50RizTB/PEo1nipCBjIuv0we0YoDXmYKBtjyKME4HcNLp1Opl0qd72KLU4J89LhO95V3+HWqEzJobkgIYX10B7tg76Vw7D99ZbEi5yc4IelpxlyCvbAI11MXQZLJObwWAwGIzxEKKid17qiN6EgsUfwkDLLri7jtCMU2v+2mk9j5M6jskw2KqZi88oRIuXZ2un93gQYSnk70XH2Z+j7eSjNF6N5DCnA9mFN6C9/W+Due9pBLE4p6J32x5aeD8efIdSxCxlZapu/60GpMM2e94bqKveaG6TvNsLWSNALFbXZZLMuXChMCSTgY7ZCBlU/H07uuv+jOaj34Exc8GUmxnShdaTj9JxJJkvUeIM4jDfK8vQ7TtKV4NrlgJDmm3IvAeZQyC3oqV3wdV5GH1N/4GzfS8VndtPP4720z+ljnRRiKtd+YYHVZt7IM+/8NofoenIg+hreRUNrz6AwmV3Ibf6bekd78BgMBiMScFE7zkIsT9t9D1NXJpRmHkTDBkVyd6lWUG04lh2uJKzfZbpPW1INz6pdCcDNGL51lX7Byo8Ervorto/Ibv8Brh6ztMspMzibdO2YQtuXEXFMf3OVxGuqQA0mpR3hIgNuid6LMdTy3JyI9W846HkY7tjojgRwqWQAwLccDs6EfQN6SYP9EMWA5BEvyIGe9om3hded4WlOlkf3WZdEGyIB0RYJoM2kpdHcrO6LlTSTKlJW6frbfRmsi8c8Xtilx7y9cTyxAPuZnqMjgZ5n7rr/jLifo0hB3pLIaz2MnDaXGiMBTH79OqtP0T9/v+mOfeX9nyKCvikS5gxMYHNa6E5d5Hme/OtnUD59DLIpiJym4d1ci+ETqcfVkTBYDAYDAZjbPieiOgdEUJSBZJjml35Jhq/RLq9LXmrpyVUDFqbb1RhL9MfmulNO707oTVMPMaZbeQteBd1hyLdrk1HvknHbiSnN9XhNPq07PQm2AquQgunoeKf39UEg7Vs1lmbX3mMjSZ6x7q8SdSbyvMgwhBr86EOeyRX3d1zAr7+82g6/HVUbfnehNnT6UZ/y8s0y5tM+JLuZtIsEA+ES00QOnsgazUIrVs+5uPI+5lReBW9iUEXHK270Xv5afgctcMeZ7RVQQq5afOEWk1Ygs6ClTc/glMvfwvdl/6B9lM/RsDVTO3tZ9vnzmAwGIzhsLP8HKTlxGMIcz6YAhnIq3wbtU5izJxoxbE8kBzRO2ZvbmSd3tOFF3TInvd6muvtaNlJu72JCEUukAkZ+WvpxMB0Ca5fAe3xs+AHXNAeOYXQxtSeYOB6HJMWvaeej22lN1jL6X1Xdj8PFQKlsC/WJR7rIh9hs678TB5LbLxCvk568020L7wGOmMWBF0mBJ19iDBORPIhNutUKM8YN1fbkrOcZny3HH8YHWd/AYN1HmzFM7fQItskVfPk5uZ4dF/8c+x35pyVKFr+CfC8bpQOcWUphb0I+3vozdNzapT3QAtBa6HrpPv+0iufgr3sRuRU3U67xennxBgVOTsT4aXzoT11gRa0hMrfOEWRu3GIyP3apERu1snNYDAYDMY0CQTpdThBzEk96+D8he9BX+NzVBwgYxF76XVT+ntZCsPVdYiuE8GBMba9uRgcgKCde+NmMg4j2blkLEU6jy8f+BKqt/2QClDpQrp1egs6Ky1icXUewkDrHhgWvnvMx/KdiugtFuQgXSFW4qMhNLQMCtEqE9vWFTbqZBxVvu7LqH35I/D0nkTn+d9O2H2fTgQ8bWg59nCs+IDYuMcFWYZ+3xG6Glq9dNLuktFjv7f+nyN+N9C2l97IOZnMPdjLboAhMjcUT3heg9LVn4bWXIK2kz+iBQFk3qRiw9fo/jEYDAZjdsJE7zlGb8tB9DY8RxzPUN2xDshJ3wrSVEOKVhwPjGc+rBLhMBBUcpNkY4IyxGcxRAglF92ZpdfRC/Hu2t/B67iIvJo7ZvbEOi0C29bD+O+d0O8/hvDyhSltR08syAhSdmZSJ2ZIFhq5TSZvmuRXUTv1IV3kMYv1wHDBnHSbk8nBgKcLILcJId3stljXeNROfajNusm+ALbi7bTbu+nIN1BteWzC7LbJOnS0n/4J+hqfpT8LOhuKln2cDhCj9lzEOv1KYtbpnnaEAx0QxB44ehrhd7dHRPJOmrlGM9mHQBwPyI2+aq0ZehOxSlcyxHWxddIpnj+qdfqc6/Y+UwfN5WaITW2AfXSLNiZyMxgMBoORInneVjOQgu5YpOCS5KOS4kniOGUr3jql6wBP7ylIIQ+9ThzNPYhB4q0s4DVGWigb9CoC41yDFNSSDtD6vQ4q/NXvux81239EnavSgXTr9CbYirYqonfbHuSPI3oLUXvzNO70HopGjFi0SxI0ZJxExrXlKud5B0MQ2pSxfXgUgV1vKUbJqs+i6fBDVPQmTgezweVMkkI0x5sUvJuyl6Jg0fvjWkRA3lNZo0Fww4pJ/52z/QCdEyHzLuT/Eik2ipJT+Qb0Nb9Moya6LvyO3kz2RXR+g8QuzKTZ5ErIfAmJLtSbi+h75O4+hrrdn8C8Tf9D72MwGAzG7IOJ3nMIIgad3/MNul7oqIFVLoLbnLqCW7ohZ1iS1+nt9SvbJuKXIf2yn1IVYrOUWbwV2WXbkGnTYcAZmrF9cHjZAohHTlFrKN0rRxB43cw7gdWC61Wn01ttq3q9ppBaRE6EJAYBcQBGnR99XW3we3vH7CInwjHJoIrePxmI1Xjtjg/CYKuCwVoRyx7XG7Mg5hTCHzaB0yiW8MRlYCyhtL/pBbSd+nFskJhVcSsKl34MGl3GlKzTNZrFI7rpFev0bsU2nXSHu1tGWKeTyVOSVU5uo6E15AwRwSNLkiduKqD54qRYYDYjZ2YgtHwhdK+dhWbXQcjLq5X7mcjNYDAYDEZKwXX10qWUk1rW5kPJqX4rei79gxYn9l3+F3KqbpuGtfmGcd2J5jLk2lhrzKduXpBFzFVI0WrFVd/ApT33wO9soMJ39db/o2OGVEe2KvMu6YStaDNaXvsedXEgY65Rx6pe/6ATRX76dnqPBt/ZC84fgKzXQSpUV9AXmtvBSRIkmxVy5uidvMRFw9V1BP2Nz1Gb8/nXPZEWx/54dJz5ObVtF7RW2s0eT/vuaJZ3aOUiyGbThI8ncwwdZ3+Frgu/pT8TMbt8w9dw6eWPIxhUCjvK196HwmX/RYVxMt/h7DwIb/85eiMd2daCjcgqex2sBRvGnCuZKhmFm1C97VFcPvB5BFxNqNt5N+Zd9XWYs5fF5fkZDAaDkTow0XsO0X7ut/C5lGwbh6kDJ6wvAntP0/xbchFBlpygoza5nKCNLHUjlsq6dvDvRnlM7LF08n52Cx5XdnrTTG85sabxnE8RvWEyDMssYsRvckS50A7F48kQuG4TTH94GtrjZxBasxRSTnxyluKJLIrg+geS3umtJuQz1ejzkWE3Q9SUwzxOQQPpCCeCZegKUXxEJzn9HXnfBp/LP3CJ3obSOErXybDscb0dYsgFR/NLg/urMaJi40Ow5q2N23ugWKeT7u2CWJ5fwZKPoP304+iuU2zUMwqvpkJ70NsRyRVvi6y30S4ZkgtIbqS7aMTz81raHW6xlYDX5w/LEifL2WKdHrx6DTSnziHQfg69u36Cbu9FuLpfG1EgQUXurCVU4CbW9KQLK16DeAaDwWAwGOPDR0XvFMvzHoqgMdIOPSKQdZ7/Dexlr4OgNU9R9E5fa3Nyza02OmOuInrPcch1+LxN38HF3Z+gAtDlA19A1ebv0iLiVEYmTg1pBs1Oz1lJO0wHWndTR4cr4aN53pkZgCH1nChmgtAYsRsvLSR+06puSxPZFu0oH2durHjFvfD2nkbA3Yzmo9+mRSBRB7V0w9lxMDZ2L11zP3VjixdCUxs0ze2QBR7BjRN3xJM5k8bDX4e7S7FDz658C4qWf3zUwm5SfJNZsp3eSLOBo2UHdZsjxSHO9r30JugykFlyLe0AJ+L5TD8jY2Y1arY/ToVvsp1Lr3wGpavvp06PDAaDwZg9MNF7DhH0Dtr3+vSkgtQFdHeovl0ievAaHThON1IoJ+L5ULE8Ir4PX2onFNav/DvoDQiHuMigmU/s4CsYgvbvL0C6em3CJlS4aKc3szZPC8TyYoRqKqCta4B+5wH43noLUg25d4BWSBMLq6iLwVyGVEqTrmWlc3niyuZwwEk7exsPfS12f+78O6koLgYdkMMO+D29dHBHukyI5Re5kUH3WBCBuX7v/wOvMQ3JHo/kkA8RzLWRjnJiu06E8qkODMnji5bdTSdniKW6s30fXS9Z+elhFeOKdfoAgp4OBLxtEUF8MEs8ap0ecDXT22gQsX+wO3ywQ1wRxgtSWhBWOrmbaBc36eb21BxCWPYAtYOPIf+PaCc3E7kZDAaDwUg6XMTeXExh0ZuQVXELui/+lV4Xdtf9ZVKZsyTLlTjMgOPjWiCZaNw9J+myp/5pZBRdo8o2tHEUhNIdnSkPlVcT4fseePvOUOvfio0PxrVLNO6QaAIxsU0G8bI4p6J3255xRW9R5U7oZKBpUJpvwhUJyPNubB01z3vE4zRGlK9/AHW7Pg5nx3701D+F3Ck4a6QKIV8Pmo58MyYw24ri6ySoi2Z5L180ocuCp+8sGg9+lVqW84KB2shPVkwmcxjEgpzcfAP16G9+Ef1NLyLs70Fv/T/oTW8pjeV/zySOQWvMRtXWR9B85JsYaHuFWrAH3C3IX/T+tC18YDAYDMZwUvhKlhFvKtb9N6pWvxPuf+0Af7kBgaVVCC4ohSwG6U2SrlyGhv0sS0FqBxxbRh8z5H56nxggckBsu0T0EGnetCc5L5zjhwjkYwvrI7vdrxTjB7vfxxLhsaoA2lOXwNeehu7COUjz5yO0eT3k3Gx1X2Ok01smnd6MtCBwzUZoLjVBc7GRZiSJCRgATgU5mnmYZWPuAdPoniaDNpJFRaqXLx/4Ij0nkoFZEbEl1/Axm/FQKAwx6Ip1jfeRLO3G54Y9HxGcOV5PbdbJ+ZTkdAXJzdM68b4I+pgwrjVmwZKRB5GzQtARW/WsmOU6eQyvtQwb5OXNv5Pao7Uc/x76Gv5NLd7L1n0pluGtWKcr9uymrJG5kaToiHSAi/4OCHIf+rsuD2aJ04xxJVd9bOt0DlpDtiKER0Tw6DqxBNQYsmkEQdJE7p5ROrmhQaZ1PozlV8GYtYKJ3AwGg8FgpBB8V+T6Vu2x2QwhgmPBkg+j8eBXaPdeduUb6TXRZLq8iU2rMAucdFxdx1UVehmDGDLmoeKqb9LiWiL+tbz2AypWpZT4M7Q7mO5XOoreW9B64hF4+87ShpQrj0OuPdLpnT/LRG9RhNDSrqyqneft84OP5KKLo+R5X4kxswaFy+5G24kfov3Uj2HJXkbvSxdIsT3NzA4OwGCrRtGyu2b2fFd8r/iWDlqwIPM8gletGmc/ZPTW/xNtJx+FLIepOE3szI22ymntB/k7o+1jKFzyYbi7jlP7cyJOk0KwjrNP0BspKCf257birZN2QxlR9LDha2g/8zN01/4Rned/TYVv0ikfne9gMBgMRvrCRO85BBk827KXQtt/BLy3EL7izQiXVMV9O+SCh3QuRoVwngvDatHA0e9AKOgfLpDTZWik4H6FyE6FnjHF+agoHxr2+MEdkmi2LsgtEQx9S8k14ytECBHohROn0Y9qCz9chB9iHT/KMmYvP+Tv9X1tCOn7IBstCLhbB0X8WEc9+6qnGnK2HaFVS6A7egr6Hfvh/cAdqlt9TQU5Oik4S63NEwXJjSokduFnforWEz+EwVqGzMI1sd8T0ZbkhxGBmAy0HC07YznZRSvupZMj0Qkncm6Vwp4hdup9dH1o9njUbp0syXlPFgOKFbm3A+gHBtrG3ldy3lA6xAcFcSKGk05lT+9JOtA89/w7UL39MWqZNpHgTM47RKjWZBRRkd+UP5glThCJNXrEMj0wtEM8sj7cOv3kqPs72BU+vFvclFFEpn2hush9RSd3Ru5iZOfYh+WmMxgMBoPBSA04r48Oz6SczLToCiVWriTftPP8b1Gy8lPjPt7VfiDtrc0ThdbIRO8rseQsR/n6L6Ph1a+gr+EZWmQxGYeBRJGOluajdZcq46pTGGjfO6KrONbpXTC78ryFtk5woTAkk0F1J0RNYyvIyFnMsUO2TJw9TcipfAvcXUepuxlxOqi59icQNJP722TTdeH3cHcfp13VpGt9WmKtPDhmvXj+OyizaKidOBnL6/dHsryXzodsG72YiozpW49/j3ZmR/93/f/27gNOqup64PjZDkvvvYgFkCKCYEUxKlbsSrD+SWyxYokdMfZEbBGDDSzRRCHR2LGi2EBQsdDr0vvC9jrv/zl3eetsAbbM3Dfvze/7+YzLzq575s57M++eufee22XQLXUaiK5uMUGTdgeZW2lxnqmSoOXPtc2am+ttzU+Pm89MdAV4kzYDa/XZp36eoYsS0hp3NhP9tby6VqvTfb71MxEAgH8xEhZn9EP8hK3bzb9DLaNzETcDNAnJkmQ6G+lmVWN6s0ZSGGopKZYGAZKSRJo1TZFtW3UP3oKKq9V3MbBe9rXi6vbqfzdsdXvl3915C5UUVVztLqVSWponordo6b7z60eTdrvafY+r3iuXjt9F6fnk1DQp3tFE8vIdcZzk3ZSpLxvEj6mZ4jGi6IhBkvLrIknatFWSf10sJf2rrpb1fNA7Su8T8UTLmudnLTf7c6+cNU56H/usSIt9y2dnb13+tqyf97wZ0NbtGFrvc5a07z1aklIqJtv6GtJy4HpLa9Jlj3FLS/LKB8DNIHjxdklOyJHszI1SlF82QF62R3mmia3vbVqKTG+7ov/Pwg9HmX/rSmt3lXj5XuTlJdd/W0WelN5il7Ork5ruZVaXVPZb6XQdEF9XdT/xvA1lpdNzVu+yJLzuU6iD4ClmH/Gdq8V1lXh6B1PWsvIKbDPInbOqfIBbv+5ykLv1AGnUpmq58sSk2Jm4AgAAqnJaNBNJqbq3aKzRfl+HvpfLsi/HyNYV75iSr/rB/K76fDpJTzHovWeR3O82SHTgqNOA62Tt3MfMZFwd+NYqA4gcXZVqBr3XflF10HvbDvO1NGArvZN2ljY3K6+j/JlQeWnzGqzyDn+v1T2dF3/6R5NXrp37d+l60K3ih60gNsx/0fy704DrzeT6uqm4ultLpW9Y8KK0b3eqNFq2RZyEZCk6dGC1/6duYbZy1l1SkLXCfOao16w2+5wblc/+9LORlt1OMDcdmM5c/YlZAa6T1PVzFr3p5xMtuhwrLboeX6tV5q26n2wm0WfMukvytv0qS6b/SfY67EFp0NT9kBUA4DcMesebnDxJKCwqm+GuCX9A6Yy9pOQGZtBDEu3NCnbLFm/bliMlxWUrz2Xjekme9b0krVgpoYRSKU0MSXGPjlLUp4eEGqXscRC+6sr4qiXoJWeHOIX5UpqaIKEkp2yA39H9zKuudi8Vb+x5b/bdDcL/tvo9KSVN8po0kYICR0KSsscV8uWD8AlJEmuc9IZSePggafDZt5L2xSwp6bW3SGpsfAgXKi9vzqB3fZUl0n825bLyMxfK0q9vk9ZnviR5mYtk5ZxHzH2qYYteppRgeoRKqukM9aTG6ZLWuKyMXHhZ9cqrkHVbCneVeNlA+M5V42GryHO3/FTh/ykp2Gpue66hoWXKm0uSriBPDdt7fOcguRkgD9uLXGdnVyyd3rv60un5m6tdIe6WTi/RsvFF2SKZi3fxmFqZ98mSwu27fuR7GOQGAAD+Euv7eYfTSjJN2h0i2Rtnyvp5k6T7weOq/b2cTT+YvFE/tE+r88BH/GCl96617nGa6d9vXPiyKXOu/fZmHY/w+mEFhq6CXffzU5K75WcpLijLt8OFdDVtwLasq+ke2xEdYK9lLK281nXIWFk243rJXDXNrCzWwdNYVVK4Q1bNvlfPGLPCuWW34yPydxs27CJFpVlmovmq5U/Lxh7p0j7tSGnarIFUntq9Y+2Xsur7h8zkec3nux08Thq3PkBsTVxq1/N8abvfeZK/fZFZ/a2D4PrepVuC6E3LvbfufoKk9x+hLdvj32zSdqCpaLfim1tN+5d8cZV0H/IXcy4AAPyHQe84467eNKVpUjj80aIDNjpwY1a7d95bnM57S2jDZkn9ao6kLFkpMr9AnAULpKTPvlJ4+EHi6L7J9dDwnU8lefliKT72MCkYfED5CtKy0vHVr16vslq92j3bw3+30v7toWJJSiiRIlOyvrDafeAr7+1uBvE929s9qUpZ+Cr7uFez2l2/6kB7ZqNGUliUII4k12yFfOXBd41dzYzX4kH9JPWHeZK4PUtSZ82VoqGDJRZQ3jyytNTYXofcK4unXyEFO1bI7DcvltwdGWZCSmJyI1MCvVWPEZ5NztDHZ0qFp7ff7e8VZK+SZTPGmEFw1bHflWbfyN9KrlccMNeEXN8HdOBcbyIr9vhYklKb7iyz7g6EV7eKvLn5EE5XblcnQQqlQdJ22bx+ueRnrSvfRzxr4yyz/UbZYyrb7213dMBbPzzWrSl0cLwgO8PsJ66r7QEAgP9Eu7xupHXoe6lkb5wlO9ZOl7xtIyW9Za9d7ufdpP0hVNeqgZSGwVpJG2nteo+W4vwtsi3jfVPuee+hj5i94hGZwTp324KsdV9V+Xlpu2CVNldJazearyXR3s9bY23bLk5CgpR01a2uakcHbNv1utBUOdBS13qc3MnjsUSrk63+4W9mAnhq487S6YDdb31RG+07jZBG+4+QzF904Pg1KUzJk4zQNEme9p203e/30nKvEeYzNa1Spz9X+t7Qbcjdpny/bXq900npetO92bM3fGdWf2et/0YKdiyVNT9NkLU/T5Qm7QdL8y7DpVmHw3dbAl5Xy+877B+ycuZdZnu15d/cLJ0PGEPFCwDwIUY940yIksWeCbVvIwVnnyhF6zdL2lezJXlphqT8uliS5y2Rkr77mRW/ptxeHSTkl621dBr+NitYB88SkpMkUaIzU3h3q0bNY3G07HlJhVXsNdubfRer3nf+jjjFkpwYksLCfAmVFO62TH3F1e66z3ypx6vdw0q+hw2SJ3V3JGlrtiRmzJCQdJPEtIbmd5OSU2VTeiMpKtYtA6pbIZ9SoxXytV7tXlBoqkIo3isi+wFb90PuNYPGudvLBn91v6yO/a7yJEmsC5MIHv20LP/6z1KYnSEbF70iex32kLTsdmK1v68rsqU0WxqmFci2TWulIG9btavITRn2ou1mEkBpUZa56d/fE50w8Ntg+G+ryNPSW0rzVh3MoLt+IKCD3nm6ot4MeO9CQpJZWW5Kmu/c2yxn8w/mVllSSpMKe4i7e4unN+0koaZ71+YpBQAAFvlt0Lths73NSj79IH/9vGekxxGPVhnYdge9m3agtHlNaF6k/cXK29igjJ5fnQ+8wTw/WRu+lRXf3C77HPUkpX4jWOJcB723r/ui2s+MgiYhFJJQ08biNG9qJZ55Dhuk1W3CR68Ly/aL3vqzmfCxz7AJ5jOVWLJl+Ztm/3H9TKnbkHFVtkSrL92CrHNGR+m2/BRZ1zNb1jb40Wx/tu6Xf5hbuDb7nisd+lxWq320o0WPU7OOh5tbSVGWbF8zXbav/khyt86TrPUzzU0/O2je6Shp0e0EM7ldK4RWpp8H9DhivKz5cbxZQb5m7qOmYl+HfpfHZPVIAED1vL8ywSrHLVnM6k3PhDq0kfxzTpLEdZsk7as5krwsQ1J+WVS2p3O/nlJ4mA5+1y4hSMjbOegdQ6WwzGr3hBSRxBRJSmlkbbA93G+r3avbo303e7NX+prgFEtKsiMF+blS6g60l6+Qr1SCvtIgfIXHEyqS0kr3lXNzlc3rJaqr3asMkIcNjO/8mlzsSHKHDebfpQsKq5airzz47q5s323Z+pRdrnaPJ41a7i89DvuL7Fj1vrTofpqkt/ZfuazU9Layz5F/N6W/9AOb5V/eIN0Pua/a0l+aACentpImLRpJSWInSd/Na9bZOeD922D4bwPi7t7j5vud/9ZJLVpOrShHb2uq/L1Ve2hHWpNu0rTDYZLasF3ZyvG0lmbwXFea696YFfYQ37lSXP+t8UuLsyV/u96qlk6fp6XT09uYEqNlg+Fl+4nrCnG9Twfmq0uwAQBA9IXa+GOiYbj2+4+W7Ws+M4Mx2ZtmS9N2Qyr8vKRgiyQmNbBWWjYIUtLbMei9G9qH1wG1ZV/dIHnb5svyr2+WfYc9xSr5CJU4X//rM+b1XFlp++Ct9Fal3aO/n7erpB5l1PW87zr4TrO/t5bN3jDveenY708SK/K2L5H1v0w0/9aVzZHaFi1c4tZMSV6wTBIkSVocfpk0ad20bPD3h4cr/J5Ogmnb84KYGPCuLDm1qdmqof1+Z0hqwhZZ+ctbsmXlNCnO22gqWOhN83KdUNai63GS1rjiHvD6+VWXQbeZ+zfMnyybl06Rwty10nXwHWYLOQBA7Iu9qxOiipLFsSPUsa3kn6uD3xsl7cs5krx8laT8vNAMfhf320+KdPC7prNhd670lvQ971UTTyK12r02A+1VVru7Zd33sDe7bN4kqV9+K6UJpVJ4aH8pbZRqBttTUx3Jy82R0pKarJCvWILe7CkfvrJVV7uX5OsJs+fV7u6pt3yJRFJ1K9LLVrWnSUpqAwk5SSIJ1ZSH381+8BXL1Yetfq9uZXwMzM5t3vFw2avP8FqfT7FE9z3rMfQRU/orZ9McMwCuHxA07zyszn9TB4LdfbwbNN1rj6+t0uIcs8+4mcW9ZrrZ06w2dCX55l2sJtdzqGJJ9RbSuO0g8zUxuaE4pWXbOoRKCswAeFHuhvL9xEOlBVKct8nccuWnav92aiMtJe+uFO8gaek6MF62WpzS6QAARIeTlCihWk4ujgU6ia51jzPMB+86WNakbdWJhtpP2V3ZVlSU2rCt5GsVIOxSYnID2evQB2TpF9dIYc5qM/CtE191ayPUnZbM1v2GtfxyPKz0tlXa3FXareIAZl0meHcZdIusnHmn2Ru6cZuB0rT9weK10uI8yfjuL+azpaYdDjfXhGhI/eYH0ekJxft2l1DbVpLgOBIqLqsCGK4ga6UsmDZSWvU4Xdrsc67ZliwWNWreTTr2/aO06Xmx5G79RTIzPpTtaz83ubuWstdbess+ZgC8eeejzYC50sUa7XpdZErIr57zoFldv/SLa817op4jAIDYxqB3nHE2bTVfKVkcO0Id20n+yJMlce2GssHvFasl9aeFkvLLYinu37Ns8Fv3YN+NhLz8KuXNESOr3ZNSdZPiPa927yDSYEUjSZm/VEoWNJP8UadKckpSnQbbK5eXdvdaNwPh7r7ruyglryvjkxYtkoQVK6Wkc2sp6tGp0gr56vd9rzoI/9tAf41Xu1uQkJBcoSy8KW+Y2kAcZ+dKdHdP9moH1Gs5CF/+98IG+BOCc9nVWc6a9K2a86DZZ1KT8JKiHWZWdTToQLd+4Ja7ea7kbJkrOZvnlu8t7tJjp6XKmrQ9UDr2OFRCqd2lNJRsJnu4q8TLV5FXV2a9MNP8rp6nxfkbza3s3XXX9JiawfoGLaVxmwMkJTVZCrUqRHG+GRgvGyAvMAPk5vtQkRRmrzK36uhK8worxMMGx3VVUqyV2AMAwC+cVi1EkryfAFkXbXueL1tXvicFO5bJ9tWfVvl50/aUNq+NFAYtasSU+j38b7Lk86ukIGuFrJh5p/meCRb107zTkbKh0qC306SROI2CuYq01NKgt05sKu3crt5/p1nHI6RVjzNk6/I3ZfX3D8p+v5vk+XZka3963FQ302oLXQbeHJ0Kern5ZvtFVXT4QWagXfcP37H2c3Nf887HmK0PsjfOlo2L/mmuR5sX/1u2LHtDWu01QtruOzJmq0HoBHuthqK3TgdcKzvWf21WsGtb8rbNM7d1P08w19IWXY83Ex10FXuLzr+T1PR2svLbO81ElSWfX2k+A0lvsZ/XTQIA7EZwPn3HnpWWirNth/knK71jT6hTe8n//SmSuEYHv2dL8so1kjp3gaT8vEiKD+glRYcOrH7wu7RUEoqKY668OWqvcNghkrxohSRnrJOkpRkivXvU+29qRz1JS04l17wKQPqPiZKUmSZFg4+Qwv371Sv+b6vdq+7RbgbGdw6SJ0ixpDdMkOysbCkp/m2v9mrL01cuJV95P/hKv+vuz1z2eErEKSmpsNq9UGwqmwihK9slIbmaMvCVv/626n13g/CV769u8F0rHjihyL5HaLxuQ+6UtXObyNYVb8vauY9JadEOadvzwnon4nruaGKvpf92N8itM7MbtxkgjVsPkPSWvc2HcOHVGUJOyOx1prfKpcuqo4PTppy6u9f4znLqxWGl1d3Bcl1trudUccEWc9vTAHlNaIn3fL1VUzpdJFFSGrYuGwRP15LpHaVB046SULiXFIdaiCS3iPstBAAA2BVdteZXWmWnbc/zZMO852TD/ElVfh4LKxH9RLe3Qc1ov1MHupfOuM5UWVo15wHpNuQurx+WrzXreJQpmxwPq7xLWzU3A/pWYnVqL5ISmQnCHftdYfb21oHdVd8/ID0Or1je26ZtGR+aAVrNBbsOHmuuB9GQtGSlJDhtpaRHV8lrlCsrP7/RTNTWSd4d+19pJgJorqnV3Zp1OkqyNnwrGxe+bKpmbFn6H9m6/C1p2e0kadtzlJnEHctVLFp0OcbcivO3yvY1n8q2VR+aY71j3QxzS0ptVvY7XYdLeov9Zd9h/5AV395mVrgvm3GtqXKnkyMAALHJ80HvUCgkEyZMkKlTp0p2drYMHjxY7rrrLunSpUu1v5+ZmSn33XefzJgxw1xsTz75ZLn55pulYUPKOu9Jgg54hxxxUlPEaWyn04naC3VuL/mjRkjSmvWSqiu/dfD7x/mS8tNCKT6gtxQdNlCcpr+Vv01wS5vrQEeDNJFSx7sHj3rRSQ1FQ/pL2rc/SoPPvpHC/bp58jgStm4vezwRmBxTcbX7rn/PHaRMjULJ7yqr3cO+JiaUSKOGiZKVlSXFRYWVBuUrr4Qv3s0K+d2veg97NOKUFkpJqd2h9soTIaquWt9dWfiK+79XNzivZd9yt803s5/1A5ysDd9J5wFjTEIZSk2TogYtpLS4xJSvN6vtqxmYLR/k3jnArV9LCrbWaJA7kvQxpyWX7cG9J3r8Swq3lw+Qh4q3S3JijmRnbpSi/PCV5dvMYHb9haQ4f5O5hZdOX1mhdHrZgLiWS9dB8fAy6nusOAEACLR4z72dti3Fz9rsfZZZUVeUt6HC/VoqOVZX18WqlHSer9po2Hwf6X7IvbLi65tlx9ovZO1PE7Tz7vXD8q0GTbtJWpNuZrslV6hDMM/J+pYbr/Xe4RGiOaZO7ljy2eWSs+l72bT43+KFgry1ZmK5ar///0nj1v2jFishO9d83dCrUFZNv8JUK0tp0Fq6HfwXadSqT8XfTUiQZh0OMyujdbszHfzW8uFbV7wlW1e+awaL2/U8v0aTzr2kK/jb7HuuueVvXyqZqz+SzFWfmPxdr7d609eqtqfbkLtl7c9PSc6m2bJy5ljp0O8KU9qdSecAEHs8H/T+xz/+If/617/koYcekvbt28vDDz8sl1xyibzzzjuSmppa5fevvfZayc/PlxdffNEMUtxxxx2Sl5cnf/3rXz15/H5SPpClpc25KMe80s4dyga/V68rG/zOWCupP86TlJ8XlA1+68rvpo0lIc/dz7vBzuNK8ulnelxTflogidt2SNIP80SGWy5VGAqVTZCJ0KB3LNjdand3sD0hivtrO06obLX7zv3bdaC9SeMk2Z65Q4qLCqoZKK9+ZXyF39lDmfoKg/G6t3vYftc6CcBMBCipujdXpORt+1UWf3bJLn6aUD7Qriula6phs32lUZsDJCm5kRn8zt+xRAqyM6odhE9OSZOk0maSn1sqISel6r7vCYkRaaf+Pd3Ty93XK3yFeeXzSZ9zHSAvrlRa/bdV5Dp47v5MX4O1Px/LSqdnVPgArWrp9PC9xPVr2X7ilE4HgOCL99w71Ma/K73diXnte4+WNT+Or3A/pc1rj5Xetdek7UDpMvh2WfXdPabsM+qneaejzEBh4Ae9u3fy7d7hDZp0k44HXCtrfvhbtRU2oi2UUCrL5o03g8+N2xxotrmIJichJEv3Xiwblr1uvteJ7bqyfHf7deuAb5N2g81NJ65r2XOdJJCZ8YHZP7t5l9+Zwe8GTfcSP0zu0VuHPpdJtrZh1UeyY92XJrc2VVbmPS+NWvc32z5o7r7+l4lSmL3aTPYXqdqHAgDE6aB3UVGRTJ48WW666SYZNmyYue+xxx6ToUOHykcffSSnnHJKhd//8ccf5bvvvpP3339f9t57b3PfPffcYxL1G264Qdq1I3HZncSdg96UNveX0i4dJf+8UyVplQ5+z5Zk/frDPDMwWjxgfyntVHbeJzTy54oLVJKWKkVDB0uDD7+UlC9mizP0QKvhE3bkSEJpqUhyUlk5/eiMA8cVHWBN0NXISWmStHNgtFHzRlLkRG+gvTIdcNXB9qZNkiVz2/aywfbKK9f3sDd7tV93DuSHr3bXsmB7eDRmtXtpLVe76yC33iK3t/ue9mjfWRZ+VyXoq1khn5zSQEK5TSUvLyQhqbii3uwhn5wuDdOaizTbZ7czwh2nVEoKs3YOjP9WZr3CgLkZLC+7Xxy3WH9NS6cv2kXp9DZmAFwHwsP3EteBct2znFnsAOBf5N7+X+mtWnY7QTYveV0Kc1aX39e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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", "import seaborn as sns\n", @@ -8850,22 +437,10 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "a8d482c2", "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'", - "output_type": "error", - "traceback": [ - "\u001b[31m---------------------------------------------------------------------------\u001b[39m", - "\u001b[31mAttributeError\u001b[39m Traceback (most recent call last)", - "\u001b[36mCell\u001b[39m\u001b[36m \u001b[39m\u001b[32mIn[32]\u001b[39m\u001b[32m, line 1\u001b[39m\n\u001b[32m----> \u001b[39m\u001b[32m1\u001b[39m daily_active_users = \u001b[43mcopilot_exporter\u001b[49m\u001b[43m.\u001b[49m\u001b[43mextract_daily_active_users\u001b[49m()\n\u001b[32m 2\u001b[39m new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n\u001b[32m 4\u001b[39m df_daily_active_users = copilot_exporter.adapt_daily_active_users(daily_active_users)\n", - "\u001b[31mAttributeError\u001b[39m: 'GithubCopilotExporter' object has no attribute 'extract_daily_active_users'" - ] - } - ], + "outputs": [], "source": [ "daily_active_users = copilot_exporter.extract_daily_active_users()\n", "new_seats_added, inactive_users = copilot_exporter.extract_seats_information()\n",