diff --git a/.gitignore b/.gitignore
index 73788de..0ec8d2f 100644
--- a/.gitignore
+++ b/.gitignore
@@ -3,3 +3,5 @@
venv
__pycache__
.ipynb_checkpoints
+.idea
+*.pkl
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
index a3644a1..002566e 100644
--- a/.idea/misc.xml
+++ b/.idea/misc.xml
@@ -1,4 +1,4 @@
-
+
\ No newline at end of file
diff --git a/.idea/radossim.iml b/.idea/radossim.iml
index d0876a7..74d515a 100644
--- a/.idea/radossim.iml
+++ b/.idea/radossim.iml
@@ -1,7 +1,9 @@
-
+
+
+
diff --git a/experiments/codelTests/codel_experiments.ipynb b/experiments/codelTests/codel_experiments.ipynb
new file mode 100644
index 0000000..ea63902
--- /dev/null
+++ b/experiments/codelTests/codel_experiments.ipynb
@@ -0,0 +1,1985 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "papermill": {
+ "duration": 0.02935,
+ "end_time": "2020-02-09T21:21:15.578747",
+ "exception": false,
+ "start_time": "2020-02-09T21:21:15.549397",
+ "status": "completed"
+ },
+ "pycharm": {
+ "name": "#%% md\n"
+ },
+ "tags": []
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "done.\n"
+ ]
+ }
+ ],
+ "source": [
+ "import sys\n",
+ "sys.path.append('../..')\n",
+ "import scripts.radossim as sim\n",
+ "import matplotlib.pyplot as plt\n",
+ "print('done.')"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def printResults(avgThroughput, avgOsdQueueLen, data, timeLog=None, batchSizeLog=None):\n",
+ " print()\n",
+ " print('Results:')\n",
+ " print(f'\\t avg Throughput: {avgThroughput} MB/s')\n",
+ " print(f'\\t avg Osd Queue Size: {avgOsdQueueLen}')\n",
+ " avgBlueStoreLat = 0\n",
+ " avgKVQueueLat = 0\n",
+ " for (((((_, _, _), _), arrivalKV), _, _), kvQDispatch, kvCommit) in data:\n",
+ " avgBlueStoreLat += kvCommit - arrivalKV\n",
+ " avgKVQueueLat += kvQDispatch - arrivalKV\n",
+ " avgBlueStoreLat /= len(data)\n",
+ " avgKVQueueLat /= len(data)\n",
+ " avgBlueStoreLat /= 1_000\n",
+ " avgKVQueueLat /= 1_000\n",
+ " print(f'\\t avg BlueStore Latency: {avgBlueStoreLat} ms')\n",
+ " print(f'\\t avg KV Queue Latency: {avgKVQueueLat} ms')\n",
+ " print()\n",
+ " time = [arrivalKV for (((((_, _, _), _), arrivalKV), _, _), _, _) in data]\n",
+ " kvQueueLats = [kvQDispatch - arrivalKV for (((((_, _, _), _), arrivalKV), _, _), kvQDispatch, _) in data]\n",
+ " bluestoreLats = [kvCommit - arrivalKV for (((((_, _, _), _), arrivalKV), _, _), _, kvCommit) in data]\n",
+ " fig, ax = plt.subplots(figsize=(8, 4))\n",
+ " ax.grid(True)\n",
+ " ax.set_xlabel('time')\n",
+ " if batchSizeLog:\n",
+ " ax.plot(timeLog, batchSizeLog, color='green', label='Batch Size History')\n",
+ " fig, ax = plt.subplots(figsize=(8, 4))\n",
+ " ax.plot(time, kvQueueLats, color='red', label='KV Queuing Latency')\n",
+ " ax.plot(time, bluestoreLats, color='blue', label='BlueStore Latency')\n",
+ " plt.show()\n",
+ "\n",
+ "def printTitle(title):\n",
+ " print('************************************************')\n",
+ " print(title)\n",
+ " print('************************************************')\n",
+ " print()\n",
+ " \n",
+ "def printSeparator():\n",
+ " print()\n",
+ " print('=========================================================')\n",
+ " print()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "pycharm": {
+ "name": "#%%\n"
+ }
+ },
+ "outputs": [],
+ "source": [
+ "def runSimulations(targetLatSettings = [100],\n",
+ " intervalSettings = [1000],\n",
+ " batchDownSizeSettings = [2],\n",
+ " batchUpSizeSettings = [1],\n",
+ " simulationTimeSettings = [10 * 1_000_000],\n",
+ " modelPath = '../latModel/latency_model_4K.yaml'\n",
+ " ):\n",
+ " printTitle('Simulation without CoDel')\n",
+ "\n",
+ " print('Simulation running...')\n",
+ " avgThroughput, avgOsdQueueLen, data, _, _ = sim.runSimulation(\n",
+ " modelPath,\n",
+ " 0,\n",
+ " 0,\n",
+ " simulationTimeSettings[0],\n",
+ " useCoDel=False,\n",
+ " downSize=1,\n",
+ " upSize=1\n",
+ " )\n",
+ " avgThroughput = avgThroughput / 1024\n",
+ " avgThroughput = avgThroughput / 1024\n",
+ " print('Simulation done')\n",
+ "\n",
+ " printResults(avgThroughput, avgOsdQueueLen, data)\n",
+ "\n",
+ "\n",
+ " printTitle('Simulation with CoDel')\n",
+ "\n",
+ " i = 1\n",
+ " for time in simulationTimeSettings:\n",
+ " for targetLat in targetLatSettings:\n",
+ " for interval in intervalSettings:\n",
+ " for downSize in batchDownSizeSettings:\n",
+ " for upSize in batchUpSizeSettings:\n",
+ " print(f'Simulation profile #{i}:')\n",
+ " print(f'\\t time: {time}')\n",
+ " print(f'\\t targetLat: {targetLat}')\n",
+ " print(f'\\t interval: {interval}')\n",
+ " print(f'\\t downSize: {downSize}')\n",
+ " print(f'\\t upSize: {upSize}')\n",
+ " print()\n",
+ " print('\\t Simulation running...')\n",
+ " avgThroughput, avgOsdQueueLen, data, timeLog, batchSizeLog = sim.runSimulation(\n",
+ " modelPath,\n",
+ " targetLat,\n",
+ " interval,\n",
+ " time,\n",
+ " useCoDel=True,\n",
+ " downSize=downSize,\n",
+ " upSize=upSize\n",
+ " )\n",
+ " avgThroughput = avgThroughput / 1024\n",
+ " avgThroughput = avgThroughput / 1024\n",
+ " print('\\t Simulation done')\n",
+ " printResults(avgThroughput, avgOsdQueueLen, data, timeLog, batchSizeLog)\n",
+ " printSeparator()\n",
+ " i += 1\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "************************************************\n",
+ "Simulation without CoDel\n",
+ "************************************************\n",
+ "\n",
+ "Simulation running...\n",
+ "L0 Compaction\n",
+ "134158.0\n",
+ "Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.40546875 MB/s\n",
+ "\t avg Osd Queue Size: 0.49999813656031394\n",
+ "\t avg BlueStore Latency: 1.4143649173305806 ms\n",
+ "\t avg KV Queue Latency: 0.623137931994718 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "************************************************\n",
+ "Simulation with CoDel\n",
+ "************************************************\n",
+ "\n",
+ "Simulation profile #1:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "22883.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.938671875 MB/s\n",
+ "\t avg Osd Queue Size: 18.7045936087023\n",
+ "\t avg BlueStore Latency: 1.7647305978749792 ms\n",
+ "\t avg KV Queue Latency: 0.9994511118265682 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
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+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #2:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 2\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "24699.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 9.648046875 MB/s\n",
+ "\t avg Osd Queue Size: 17.869832662228607\n",
+ "\t avg BlueStore Latency: 1.76591152393493 ms\n",
+ "\t avg KV Queue Latency: 1.0011012437650264 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
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+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #3:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 4\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "78668.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 30.7296875 MB/s\n",
+ "\t avg Osd Queue Size: 3.5243164571443097\n",
+ "\t avg BlueStore Latency: 1.4463651432730793 ms\n",
+ "\t avg KV Queue Latency: 0.681970905001549 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #4:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 8\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "133584.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.18125 MB/s\n",
+ "\t avg Osd Queue Size: 0.4999981285253903\n",
+ "\t avg BlueStore Latency: 1.4166914270144773 ms\n",
+ "\t avg KV Queue Latency: 0.6284377049062957 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #5:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 16\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "133969.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.331640625 MB/s\n",
+ "\t avg Osd Queue Size: 0.49999813418215605\n",
+ "\t avg BlueStore Latency: 1.4139853014407537 ms\n",
+ "\t avg KV Queue Latency: 0.6217208762666053 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #6:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 4\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "22825.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.916015625 MB/s\n",
+ "\t avg Osd Queue Size: 18.803590585659553\n",
+ "\t avg BlueStore Latency: 1.7617605274082038 ms\n",
+ "\t avg KV Queue Latency: 0.9987442659399213 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #7:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 4\n",
+ "\t upSize: 2\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "24404.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 9.5328125 MB/s\n",
+ "\t avg Osd Queue Size: 18.044985462140136\n",
+ "\t avg BlueStore Latency: 1.7639889271634372 ms\n",
+ "\t avg KV Queue Latency: 0.9986578382738143 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #8:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 4\n",
+ "\t upSize: 4\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "27900.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 10.8984375 MB/s\n",
+ "\t avg Osd Queue Size: 16.252328080229226\n",
+ "\t avg BlueStore Latency: 1.7583450772335532 ms\n",
+ "\t avg KV Queue Latency: 0.9930485347804247 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #9:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 4\n",
+ "\t upSize: 8\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "46988.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 18.3546875 MB/s\n",
+ "\t avg Osd Queue Size: 8.20667127733149\n",
+ "\t avg BlueStore Latency: 1.6104929669208674 ms\n",
+ "\t avg KV Queue Latency: 0.8399268079541523 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #10:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 4\n",
+ "\t upSize: 16\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "133681.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.219140625 MB/s\n",
+ "\t avg Osd Queue Size: 0.5004917891776463\n",
+ "\t avg BlueStore Latency: 1.4164789611269355 ms\n",
+ "\t avg KV Queue Latency: 0.6252228134429313 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #11:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 8\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "22687.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.862109375 MB/s\n",
+ "\t avg Osd Queue Size: 18.853016984997687\n",
+ "\t avg BlueStore Latency: 1.7639683061909697 ms\n",
+ "\t avg KV Queue Latency: 0.9984117024432415 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #12:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 8\n",
+ "\t upSize: 2\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "24468.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 9.5578125 MB/s\n",
+ "\t avg Osd Queue Size: 18.018692543411646\n",
+ "\t avg BlueStore Latency: 1.7649604003801576 ms\n",
+ "\t avg KV Queue Latency: 0.9988860938166627 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #13:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 8\n",
+ "\t upSize: 4\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "27784.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 10.853125 MB/s\n",
+ "\t avg Osd Queue Size: 16.362463564719853\n",
+ "\t avg BlueStore Latency: 1.7518344457898163 ms\n",
+ "\t avg KV Queue Latency: 0.9867657566568645 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
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+ ""
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+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #14:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 8\n",
+ "\t upSize: 8\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "33627.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 13.135546875 MB/s\n",
+ "\t avg Osd Queue Size: 13.438455935906774\n",
+ "\t avg BlueStore Latency: 1.7293752137451024 ms\n",
+ "\t avg KV Queue Latency: 0.9668491364182876 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #15:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 8\n",
+ "\t upSize: 16\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "66569.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 26.003515625 MB/s\n",
+ "\t avg Osd Queue Size: 4.708378394616679\n",
+ "\t avg BlueStore Latency: 1.5680130872550002 ms\n",
+ "\t avg KV Queue Latency: 0.8040592385513742 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #16:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 16\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "22741.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.883203125 MB/s\n",
+ "\t avg Osd Queue Size: 18.891262776129246\n",
+ "\t avg BlueStore Latency: 1.7637921327614197 ms\n",
+ "\t avg KV Queue Latency: 0.9999300848485806 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #17:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 16\n",
+ "\t upSize: 2\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "24504.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 9.571875 MB/s\n",
+ "\t avg Osd Queue Size: 18.140223509258504\n",
+ "\t avg BlueStore Latency: 1.7633215600667946 ms\n",
+ "\t avg KV Queue Latency: 0.9974998982613404 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
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+ ""
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+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #18:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 16\n",
+ "\t upSize: 4\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "27018.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 10.55390625 MB/s\n",
+ "\t avg Osd Queue Size: 16.837342263997336\n",
+ "\t avg BlueStore Latency: 1.765248320902069 ms\n",
+ "\t avg KV Queue Latency: 0.995824228987459 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #19:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 16\n",
+ "\t upSize: 8\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "33762.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 13.18828125 MB/s\n",
+ "\t avg Osd Queue Size: 13.554710166380485\n",
+ "\t avg BlueStore Latency: 1.7342853858195675 ms\n",
+ "\t avg KV Queue Latency: 0.9700980641674914 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #20:\n",
+ "\t time: 10000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 16\n",
+ "\t upSize: 16\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "46918.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 18.32734375 MB/s\n",
+ "\t avg Osd Queue Size: 7.986192789567886\n",
+ "\t avg BlueStore Latency: 1.67461585590407 ms\n",
+ "\t avg KV Queue Latency: 0.907796197784028 ms\n",
+ "\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "data": {
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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "targetLatSettings = [750]\n",
+ "intervalSettings = [500]\n",
+ "batchDownSizeSettings = [2, 4, 8, 16]\n",
+ "batchUpSizeSettings = [1, 2, 4, 8, 16]\n",
+ "\n",
+ "runSimulations(targetLatSettings,\n",
+ " intervalSettings,\n",
+ " batchDownSizeSettings,\n",
+ " batchUpSizeSettings,\n",
+ " )"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "************************************************\n",
+ "Simulation without CoDel\n",
+ "************************************************\n",
+ "\n",
+ "Simulation running...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "798498.0\n",
+ "Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 51.985546875 MB/s\n",
+ "\t avg Osd Queue Size: 0.4999996869143341\n",
+ "\t avg BlueStore Latency: 1.4100505051015013 ms\n",
+ "\t avg KV Queue Latency: 0.6149992867306187 ms\n",
+ "\n",
+ "************************************************\n",
+ "Simulation with CoDel\n",
+ "************************************************\n",
+ "\n",
+ "Simulation profile #1:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 250\n",
+ "\t interval: 100\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "130373.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.487825520833333 MB/s\n",
+ "\t avg Osd Queue Size: 19.170827853042567\n",
+ "\t avg BlueStore Latency: 1.7620924321411737 ms\n",
+ "\t avg KV Queue Latency: 0.9939575531834892 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #2:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 250\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "130349.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.486263020833333 MB/s\n",
+ "\t avg Osd Queue Size: 19.184424610404307\n",
+ "\t avg BlueStore Latency: 1.7625254219773865 ms\n",
+ "\t avg KV Queue Latency: 0.9944122287526643 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #3:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 250\n",
+ "\t interval: 1000\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "135615.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.8291015625 MB/s\n",
+ "\t avg Osd Queue Size: 18.713894428736264\n",
+ "\t avg BlueStore Latency: 1.756598958659032 ms\n",
+ "\t avg KV Queue Latency: 0.9898204015855108 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #4:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 500\n",
+ "\t interval: 100\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "130537.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.498502604166667 MB/s\n",
+ "\t avg Osd Queue Size: 19.160096361916363\n",
+ "\t avg BlueStore Latency: 1.761350892511181 ms\n",
+ "\t avg KV Queue Latency: 0.9938066334007752 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #5:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 500\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "130561.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.500065104166667 MB/s\n",
+ "\t avg Osd Queue Size: 19.157217531162043\n",
+ "\t avg BlueStore Latency: 1.7608896553439746 ms\n",
+ "\t avg KV Queue Latency: 0.9936965567853996 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #6:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 500\n",
+ "\t interval: 1000\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "138258.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 9.001171875 MB/s\n",
+ "\t avg Osd Queue Size: 18.30706423478022\n",
+ "\t avg BlueStore Latency: 1.750589784871654 ms\n",
+ "\t avg KV Queue Latency: 0.9830624869087341 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #7:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 100\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "135555.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.8251953125 MB/s\n",
+ "\t avg Osd Queue Size: 18.92068257170359\n",
+ "\t avg BlueStore Latency: 1.7720015377300944 ms\n",
+ "\t avg KV Queue Latency: 1.004242712294244 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #8:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "135513.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 8.8224609375 MB/s\n",
+ "\t avg Osd Queue Size: 18.932382031010782\n",
+ "\t avg BlueStore Latency: 1.7722430503200695 ms\n",
+ "\t avg KV Queue Latency: 1.0053210542285158 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #9:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 750\n",
+ "\t interval: 1000\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "155224.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 10.105729166666666 MB/s\n",
+ "\t avg Osd Queue Size: 16.94366065619182\n",
+ "\t avg BlueStore Latency: 1.7369960830861753 ms\n",
+ "\t avg KV Queue Latency: 0.9682640381493245 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #10:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1000\n",
+ "\t interval: 100\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "643165.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 41.872721354166664 MB/s\n",
+ "\t avg Osd Queue Size: 2.501002829689978\n",
+ "\t avg BlueStore Latency: 1.5212990044551489 ms\n",
+ "\t avg KV Queue Latency: 0.7261592604798809 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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ThX4MM/8NQD0AMHMV0rfStgDQlohaAGgHYCeAcwG8r/7+OoDL08xDsCExh57flTwdqtXYz9v2V4UsiSAIXokPXfK8qXMS+rWOiNpCLRMiOgbKiN0TzFxMRE8C2AagGsBkAAsBlDJzg3paEYCeRtcT0RgAYwCge/fuiEajXkUxkg7bt21HNLrb0dn+5p159lQ1KR+YU+4lGo2isrIy5+8xXYorlDKqrqpCZWVTwZdHDLd1I9/LrbKyEjFtkc33minZvLYd5XWMnZVNOK5Lc1/lWbVTUS17SkoQjUaTrJNBl0km21EnCv1BAJMA9CaicQBGALjea4ZE1BnAZQD6AigF8B6A0U6vZ+axAMYCwLBhwzgSiXgVJZXJE9D7qN6IRI63Pm/SBACAr3mHwLZ9VcDM6WjWjBL3orm3aDSa8/eYLmt3VQCzZqJ9+/bo0IELvjxiOK4befKu2KE02AcBZOm9Zvg5eG07znsqio17anzfJ6NsSTGwdAm6deuGSOQUNDUx8OVEAMGXSSbbUVuFzsyTiWghgNOhdEFvZ+a9aeR5PoDNzLwHAIjoQyidhE5E1EIdpfeCMlcvBEjcUSTf7VA+ILMSghA8G/ccDDT92PRivnoPOfFynwpgODNPYObPmXkvEY1NI89tAE5XvecJwHkAVgGYDuDH6jnXAfgkjTwEB7Bu3Zo4yaVSSHEJBCFfSTjFxb7n53vtxCmuL4C7iOgBzbFhXjNk5rlQnN8WAViuyjAWwF0Afk9EGwAcBuBlr3kIztCvQ8/TOp4WheIdKwj5TKxj3iw2eAlRliBxModeCmUU/Q8i+gzANelmyswPAHhAd3gTgNPSTVtwjr6Xmq+VPB0kmp4g5D76FT35OnhxMkInZm5g5psBfADgGwDdghVLyATxEbqY3AVByGP0TVu+TqU5GaG/GPvAzK8R0XIAtwQnkpAp9Obk/Kzi6ZGvL74gFBKFMr1oOkInokPUj+8RUZfYH4DNAP6YEenCIE8ftDHJ4RDztZKngwTfEYT0uXncQkxasSu0/FnvFZenWI3Q3wJwCZSgL4zkomAA/QKUKxTy/FmnkOL5WVi9GUeUqzHcC61uCIKfTFy+CxOX7/J9fblT9Nun5uvgxVShM/Ml6v++mRNHyCSJOfT8ruTp8NOX5gIQpzhByAfy/T22MrkfTUSHar6fQ0TPqTulyU5oeUCBWKFynsYmxi1vLcKK4rKwRRGE3KRAnOKsvNzfBdAeAIhoCJQQrdsADAHwr6AFE4InXqllDt2WsHr2zIwZ60owYdlO3PrWonCEEIQcJxEVU/2ep22d1Rx6W2beoX6+BsArzPwUETUDsCRwyYTAkTl054QVWOZ/c7bi/k9WKjLku71QEAJCH08iX1s6qxG6tvU4F8BUAGDmpkAlyiGM1m0zMx76bCXW7CoPQSJ3pKzNzNda7gNh6dJFWw8kZAhHBM9IXAMhW0h1isvPumml0KcR0btE9ByAzgCmAQAR9QBQlwnhsp3SqvqUYyUVtXh11hZc+/K8ECRyR9wMlUcbFuyrrEVNfWPYYthS39iEkooa2/Py4ZnkMzvLqvNWOeQjhTxC/x2ADwFsATCSmWPa6wgA9wYrVm5gNGrLJUezFDNUHjRMpz7yFX7+iv+dKb+f530frcBpj05FdZ115yPpkeRCpdKQB9XJknW7K3DGY9PwyqwtYYsi2FAo1kirZWsM4G2D44sDlSiHMJpXZV2wllwgMYeeH8zbvN//RH1+oJNWKkE2auob0bZVc9PzcvmZ5LLsTti8V9nq8/lp6/G93jn0whcgKe2yg8q5akc5pqzajdvPHxCcYD7jJJa7YIblCD3xY2MTo6w61TwfNoWyYYFTDhw0n0nyu7mOWUPs+glaq0muqYx8sPhYEbu9A1X1eHtt+rOQFTX1qG/MPxelbKgHCRFi04v2Ml32wjd45qt1aGoKX36niEL3Gf2GJwDw4KcrMfihyVk3t6tfypH3QyoLpqzajaEPT8Hsjfsykp/eSccJueblXsDVyRMnPTgZv3xtfthi+E4W6HODjajsr6lvzD1rqyh0HW7qnvEcupLCzrKEw9PHS4oBALX12dX7Tl3KkQVvXkjM26wo8mVFpYa/B/ZS243QnZ+adWgbzS+W7wxPkMDw/335ev1e39MMm2xqVfJtelGPrUInohFENIWI1hHRJiLaTESbMiFcxnHZYjo+Xb/VT5agN+ZmQ086LOz2Pff90Tkt6xx+JtoO4k3jJChOoeLF5O67mV6Xnpv0c6lddLJ96ssA7oCySUt22YxDxsgEavTwjczw2YC+UudQvQ2MTAWQcVontEox2+qPHbnUEHoh3+/PL7KhmFJM7qFJEixOTO5lzPwFM5cw877YX+CS5RFxB6iQ5dCTOq+Ur9XcHrs7b2ahTQ/WNuCZKetcOTQ5rRPaRxJWtLpsYUdpNV76Ohjj4I7Savx3pru0C/dtcUc2NCt6Z+VskCkITEfoRHSK+nE6Ef0dypr02tjvzFzwNjSj5tV6hJ7dDXK6dbypidGsWebvkZnBDE95x2S2NblbJP3MlHV46ZvN6NmpLX7ynd6u8ndTJ7K8+qTgd6P5y9fmY82uCow+8Qj06twukLQvPMn/tAsdO9+cxIqP4Cq4flWJG3+hXNL9ViP0p9S/4QCGAfir5tiTwYuWmxhVlGwNNpMSyz2NmjttzW70+9NErNqR+ZC3v3htPvr9aaLr67bsPYh+f5qIT5fusD3XanRcpa5eqHMzQnd6Xi61Jjr8drKsqGlQ0g2gTLykncvPJpPYlVO/P03Exf/4JiOy5PuKHqvAMudkUpBspq6hCS9/sxm/OqsvWjZP9IGM6oTxCD285Q9vz9uGkQO6mow6vPda9UxZtRsAsHj7AQw68pCU3+ds2ofGJsaI/l0952FGdO0eT9et2ql0PiYu24kendok/TZj3R7H5l2na8qTr1H+Z1snz0/yXeEV8qoQP2FOvIvaY362l/onla9PzomX+1+JqJPme2cieiSdTImoExG9T0RriGg1EZ1BRF1Ub/r16v/O6eThJ6/M2ownJq3B699usT3XSslneg60srYBd3+4HD97aa7h7ylypVHL7e7xqrFzTOUIC62ZXR9k57pX5iUvIbJ4dF6er1NlkOwUl1vqP6hGM4hi8NIpE5yRDR27Qgmi5cQp7kJmLo19YeYDAC5KM9/nAExi5oEABgNYDeBuAFOZeQCUnd3uTjMP36hUzXFVNnG3zQjLy71RjXC0v9I4ipWfnp9Gc9D3fLgcfe6ekEaq7ti4p9LV+UaWE7NHZPXo7ObfrWWw+T3JKS57qGtk9Ll7Av4d3Wh6jt9OlkE6bXrxc8lXpeA32WDJSB2hp8r0xuwt6HP3BJTXJEf1zCVnYScKvTkRtY59IaK2AFpbnG8JER0KYBSU5XBg5jq1w3AZgNfV014HcLnXPPwmJaKa1blWXnHpyMCMt+ZuQ2Vtg/uLTQT3cw7dqIzGz9vmPUEPLNxywNX5RiNrL05xbuqHPm87VhSXOZIh01Q1KDfw8jfm0xJ+N4NBOpcWwhRIWGSDPkxxijOQ6TXVAltSbr8LYrbiZB36OABTiehV9fsvALyRRp59AewB8CoRDYayvv12AN2ZORZOaheA7kYXE9EYAGMAoHv37ohGo2mIooMZ27ZtRzS6O+nw1q3KCHfzls2IRovjx7/++mu0bZHcBOysTDhGxWRrbFKOzZw5E62ae2sy1uxvxOPzavD53NUYc7Kz/tTBeqXWNjQ0GJbT2v2KxaG2thbRaBT7a5Jlr6ysdFy+O3cqCyDWrluLaFVyI69Nw9fnpWP12jWu8lm5U+kc7dlTgpoy5blsWL8B0fqtKeeWlpaisrLRMF2rezcjVieM6pCWHZqIg26eR9AcPFgFgFBXV28qU6z+xUhX9tpapZznzJ6Nw9r6G+SyJpb2nNno0sZZ2rH6oyfd+wzyGWeq/mjranVDoh5Y5Z/UTsyIWi4VdcvGLcqou7ioCNHoHuyrTm2nqw5WAQDmzZuPog6JOjBjxgw0T2P1TibfW1uFzsxPENFSAOerhx5m5i/TzPMUAL9l5rnqfutJ5nVmZiIy7Ncx81gAYwFg2LBhHIlE0hBFx5QJOOqo3ohEjk86PLdmDbBpI47p1w+RSH9gkmJGHjlyJDq2aZl07oaSSuCbGQCAmGw0eSLAjFGjRqFNS/OdtazgNSXAvPlo2aEzIpHTHF1TVlUPTJ2Mli1awKic2mzaB8ybgzZt2iASiWBHaTUQnRaXPRqNGl5nxOd7lgLFRTj+uIGIxJZuqeUUiUSSP/uNmvaxxx4HrFjuOJ+yJcXA0iXo1q0burRvBWzbigED+iMyom88zRidO3VGhw41huka3rsNzaZ8AaAJZ511Fjq0tngNNXJ07NgBkchZjtIPmo8mTQNQjdatW5mWdaz+xUj32bf6dipQU4MzzjgDR3Zqm1ZaKWnP+gqorcWZZ5yJIw5tY38BEvVHj9l9riguwyX//Aaf3ToSJ/U6NPWEDLwjfqXd754JuPb0o/HQZSca/q5tOypq6oGvJpvnb9BOnH12JEmJ9rl7Au44/1jbnc/63D0Bvzt/AH53/rFJxzd8vQlYsxq9evVGJDIIRQeqgBnTk2RqtyAKVB3E8OGn4ZjDO8RlGXX22UnO0G5x046mixOnuCeYeRIz/1H9+5KInkgjzyIARcwc85B6H4qC301EPdQ8ewAoSSMPzxiZzN2ZjAyu9y6OJg0PntS26z/15/uAQ/lWFJdhyfZS09/rGprw7oLtruavmjza9rQmXDNzrqXJPW4Ldp+3m/vTTg2UVdXjMwfL7YLG0rfAZ6O7l3fgYG0DPlpchHcXbEddg/myQq0/SXRtCbbvr0pDUmNiK0GmrN5tc6YzgpLTCU0MvD471ZJlhF+14Jmv1jk679mv1sc/V9Y24OPFxan7VgQwM1pSXhN/xmHhpNtxgcGxC71myMy7AGwnouPUQ+cBWAXgUwDXqceuA/CJ1zy8YtZOmDUkjpet+TiJ5MXwY6ak9PeVjpxuL73kn9/g8hdmmf7+wvQNuPP9ZY7WiMdwu8uhdt7UTn7f59A9NB9aGW57ezF+O34xtu476DodP3Di6BnU3Kmb1QT3fbwCd7yzFHe+vwz/im4wPU9bF65/dT7Of3pGmlIa5IFEHn5w/avzccEz/svpN2HOod/70XL87p0lWKb6olg7t7p/j7VcOXYOfv3GgrgzchhYRYq7CcDNAPoR0TLNTx0BmLfEzvgtgHFE1ArAJijz8s0AvEtENwDYCuAnaebhH2kuO/NlhO4hEdtrHPRaHeflQalZsadSmdMsr3HuBOh132KihPyepsp0S2IcXZJmpSgurQYA1FqMOoPEyVI9353iPCS4Qy0nANhnstqjsYmxV61vsdsJpFwDWBpXk2U7OBqSZkVwOtAwOi/2/KvrlHbESVvn1elyS0iday1Wc+hvAfgCwGNInuOuYOb96WTKzEugRJ/Tc1466QZF7NnP2bQPPzqlp6Nzk45x8n9PMnhQGjHMLkmMGNyluXpnOYiAgUdoAsikIZ+hbB68jt2a3DfvTbyACbO5icndgeIiKGa3DSWVONMmgI6XqmAkgZPy2VBSgZr6JpzY02DeNk2sR+h+m9zt8zS7xuq6mvrEclQ3Wxx7vb1Ci8mf7tSL03I2to4mf4+vQ3cT+jULvPSdYmpyZ+YyZt7CzFcz81YA1VDejw5EdFTGJMwCYg3TjHV7cJmFmVg51/y3r3yYO3Nn1rX53eMI/cLnvsboZ782zMvvpspN4+12gP7cVGWujWBfVk4UFxFw2Quz8FMXAXRciawRwo2yPP/pmbjkn/6G1nTyvIMaoXutY+ZTagke+HSlc3lc3mEO6QVf8WZdTFzk9HLDwVT8U/LTD0JJZ4Pid+IUdykRrQewGcAMAFugjNwLBu2D2qlZRmQV5tWI0ipjk58jGbxcYzMnpDeTp9OT9j/SlntZvJvcKS1loR05auuH5TUe3n7DEToB/5mxEZG/T3edXjpoLUbnPhXFC9NT56f9b+A8PCSXMhQfqLY/ySNWAYhyKXiJG8qq6zH04SkZycvYoTn5WKzoRz83U/mueRbpPIGLnksMcMJ8lk6c4h4BcDqAdczcF4pZfE6gUmUZTh/Pu/O3Y4FVcJM0tF06CtPUKU5nJk9vDj2Wlvc0jHBjnvTs5a797MlTPZaOizl099mYNj6PfbEGW/a593bevPcg1u+uSDq2dleFa0e7TXsO4u9frk057ruXu6dy1ozRTN8D7Tn2aa4oLkNxabXr98XKzyRP9bmrzZrMFKHjOXQHxxjA1NW7474H2mdh1qk3q8dLt5fGg9DoY9GHhZPAMvXMvI+ImhFRM2aeTkTPBi1YNuGkPjU1Me78YJnlOf7oOv+UhlFlTxe/5ge9NHCenUsJsLt7K98AT3O7vjXg3sv7nCejAIAtj18cP/a9Z2emHDPC0T0HpKSCLGcnPiCx6YunrhjsKm3LEbqrlHIHN526L1fuMknDYV4O5tDfmL0FYzX73hs9b6f167IXZqFj6xZY/tD3kvN0dnkgOBmhlxJRBwAzoXimPwcgfHe+DHLQQbhVJ6PDdEavi7aVAkBKnGEnmJrcdSb5TCxbO+OxqZi5LnV3tMcmrsZvxy9OSc/dHLrXETrZjv6Mjq7fXYEhf5mM3Q7N7Ea4ETlJhjRajfs/WYE731/qPQENRs9n0opdGPW36aj3eflOLLWb31zk6Xo751DA4yoH13IkMpm/ZT+GPfKVEnzFAS/O2IhrsmyTI0tcVIGSilrjJJw6xRnFANFZNvWrApJG6B5eqgovobgDxIlCvwxAFYA7AEwCsBHApUEKlQ0s2LIftQ2K9+vqXSbmFDb8GAgvzlA2wbAKxqLH6kXYWVaNTXvUflnMKc6jbNpr7RTwzrIaPDphdcrx/8zcZBgopbKmAcuLyhzJkM6ytRjrdlckljCZnBPj9dlbUFpVj3lb9qvnmN98eU09lhWVepIvIYP30YSWN2ZvxbsLihydW1ZVnxRP3gn3fLgM2/ZXKZHifCTWOMfK29E1ms9mnbX4ewDvHvRez3/yy7XYW1mL5Q7L+PEv1uCbDXvtT3TA7vIabCipsD/RR2J1Yk9FLdbuSs47WblqPzs0uXt4/ZOmsUw69Xbp6gdCW/cdVCLRhYCtQmfmg8zcxMwNACYA+Ccz7wtetPDYUFKJH784Gw99tgqAs5Gfk8rkhznaywjCqJE647Fp+Mvnyv0lRuje5XIV8czBPcRe4kcnrsalzzvz0PY6ICQk7v21b7fETdF2pCyJsTj3+lfm4fvPz0rLCmLW4AXJT1+aY+ghb2XRyCbzsZP5cW2AoyCXlAW0b5Nnhv91Ks5/emageejv78qxswEo0z2x6Z04Nr4+fuSvx+h5u+0kvzk3eROq85+eiZFPZNZJNYapQiei04koSkQfEtFQIloBYAWUEK2jMydi5jmgeqPHepBNDpamZmqLwCD23E6M/NIwuaeklR7e5tC9j9C1ZVVhEMzGyV2tLzHfvjU2ZWLEV6t248f//taThSFoC/FKE6cmK4uMk8fw4Kcr8azDUJ76PL1e46SsSqudr0Rx2zmzCl2bL05xM9btwQ/+NSv+Lurva43aphrtGpluXTYqw5gcTkKymj2D8pp6nP/0DKzeWY7Sqjqc//SMJMvGlr3ZMwNt5RT3PIA/ATgUwDQo+6LPIaKBAMZDMb/nHdqHGqtgvo3QdTW2pLwG2w9U49C2LdHQ1JQUqGXz3oPo1LYlOrdvlXSNqxF6XCbri/QjdE86Wechus/AbB3Pz29XeJXVAXqaGsmsf+T/Mli6ZQsDN7+1CHUNTahrbEKbZuab9ySbB7NDAxh7bBvLtn1/FVq3bIZuHdvEt6rUb6Jhhd+3XHSgCq10m25s3+982ZpXcTbtOYiy6noc2ral40QqaxuSot4ZsWR7KU7ueSia6RoJp1NWfvC7txfjQFU9Kvu3c32tqY+Dw3ZJ2ylfvO0Ahh7V2b7OOGiK3ltQhA0llXjuq/W4YFB3bCipxAvTN9pfGAJWCr0FM08GACL6CzPPAQBmXhNUgxw2ZqZns0qR7qj8tL9OTfq+7pEL0aqF0sCc82QUh7VvhYV/Tg6l72ZLQafSxQPLxL47zkGbV/LoY7ju3pLyc5SeeyZ73BiBQLadNicye34tHN6ssXkwnHfRKnKh2e2c9TfFDGnnQe8nSR10nagZN4uqsry/sAiLth7AtD9G9D+ZcsNr8zF3s7nvwLzN+/GT/8zGnaOPw82R/vHjG/dUOp6y8hMvsS3MrI9Ow0prn/UP/vUtXvvFd9KeVwcQX5KpWPJishrnGzZWCl1raNZ3DbPoFvxH7xnp1ZTrFn0++w4amP88LNmxa/NjL5JdeNkNJRW47+MVjtJqsDAfO5pDz2ANI/InP6XcrBNiTr7/DXsqUdeYOqdT19CEG16fr8tAk44H+ZgZN/5voYcrDdJS/282MjcG9Oy8WCWSTO5+d35ciqM9fZOu3OzuzUqZA0BxqeKEpXc022viOR4U+ruwe2RmG+Zor3P62PXt5/YD1Q7m0LX5WJ89dU0JvlixK+XCTE23OsFKoQ8monIoordVP0P97mzD4Bwnppz8c4pLH3cjdGcVLdZxsOsJ/+Xz1ZizybhhcWOu96tdraxtwAGjTo9L/JLZi8Pi41+kevwDirf91+vtvZndZFlT3+TZiuGGWK3b5mJrz/KaelTUNKCnz/uca/HbluG2IdfGjNenkW5nwywoil8rB/dW1oIZOLxja0fnO/XK+dukREAi2z0nbMpIn5fi7GpjeTPoJJvlo91+14kv0/rdFRjQvaPteX5iqtCZ2XwyL89x2stM6kU6eLn9UGRulIbTcKaxZVrpjFJjnR5HpmkHZ+nLk5lTXrQf/msW1u02d0RzDjkY/RmYllO83N0/YCuTsJUEXvwd/BxJWKUUK8vfvOncGvC9Z2ZiZ1mNpTnek/RZZA99w2L/cNcOdqx/P5T/+nfEr2c+7JGvADgIOJQyXenG5G6WpnuTO+Cwo+5DN8/sFi94ZiYm3zEq7fTd4GQdesGxRnWuiimpTC1bczZStD6puLQaN725EDX1ja4jmNkpCf3LqQ1yk5ZDnWFm9qf4o8xTvdzNzkmFHZxjjVmuRvVJm36iAxWSP4tFcXlRIbEY+LvLa/Cb/y1EVZ1BwA4PCSdd4rfF3USeB91s8GKQRr3BFIzTvFNuMQP9GWbGPR8uw+JtB1J/c5GOtn7fNn4xNu6pdJeGge+TrW+MwTr0u95fZutI6PRd313uPeiUF0ShG/Cguv58q2oydGK2clrpauobsbPM2FvVaLmUHrsR+l8+W4kvVuzC9DUlrpdBJUzuzmrrO/O2a66NYX9tpv241uwqj8dcNoIATw3fGovAGGakWn9Y89n6Wrs1s/sP1llGEvRzsGo9Qvee7t8mrcWklbvw+bKd3hMxkcXvzo/R0isAcQ9+N2iLzEn885R65PC8ICivacD4edvx85fnpSWA9vlMWrkLd6uhtL14uStyOQtsVNfQlLSC4JsNe/GrN+ZbXOG8b5jpDrcodAvceGo6Mi0RcMu4RTjjsWmGP8fMWpZJ2M0jaSp/bAes3eXOHGPit+CwDhpGWXJk5nIgizMRHDH62a9TVhRo15F6lXmxbm25G/+GGF5HMEbV7ZSHp2DYw+Z1KJ0yTTHxWp2bVjwDc/Nq9hjPFR4xiHjoFq/3lGpyN55fC8KhN6Wt07QbaS2nNLW5x3521vYlkiMHnWTg/95fijMfnxaPDOokr/cWOou0mGmcbM5SsMQaULO1qWzy2Yqpa0osf6+sbUCH1onHcu9Hy9G6RcKdwXYeSXPm7E3uAvqlF1LS+Ry6o9QCnvss0m2TaTuD7uDGvMR11t5m0YFq9O/WwXUaWow85hN5Gd9lUxPjL5+vwvVn9kkr7xj6eNl+4c3LXfNGZOFq24VbVTO1C18K3elJ392GLfUDo05YYimsD3PoDtNIcYojJyZ3igedqW/0VlgbLAJKZbrOyQjdAldR2ZwN0G155ZvNSd/Hzd2GV2YljtmNArUjZbe988e/WAMg2ZvTjvW7K5K8dx1564bcstY3NmG/xjueQCipsJ7rCsp0pn1Cv393ibUMARXbml0VeO3bLbhpnPmmJ5n2LYvVo4bGJsPY+k4xChSV7Tipa2bvtr6OBPHY9uiWwmkd8lKnlLzno19Oa1cs+g5fM3LQUYexjG7eNb9i6/uBjNAt8BaVLVjsZUr0lp2ErHWDvuLvqajFBc8o8ZjPG9jNcTqZNrnr+b/3luLjJYmNYN6cuzVjCktpdIxLwG7VRLqdCrNbdOT0qf8eVIHpkn3ws5V4c842rHzoex7X3ic+Z+MI3SspxW9SOH4/p+LSaox4PHnK8INFivm5rLoeHdskqxSj7D9ZUmyYtul+9bHfbWRLGaHDoUYPkExXORmhW+BmbaizZWsOHMbSTOOr1SWO80oX7XaHVi/dA58kB6OxEu0DdW7KabQ+O4zCwX6i29XNbdje4tJqPGayfjzGM1PWOdvJSpP58uIyTF1tvk483dCvTuYTtUwwcEybvqYEHywsSqvDZem4p5Pli+VKII+qusbQV6AxM56Z4jz+/Ph52zDL4ejNr6kB/aX6Mnvk81X4fNkOw2drxEtfb0ryXt9l4NCbFPTGZHpdy3yT3fLslq3ZYbRszdEI3bDznJvICN0CW69KFx7KVtdqqaxtsK3A8TjQFhCSR15OrjGiqYlxsK4BLZs3S3IaAfT3r1oGDMrsdYv1t3r+8N5S/OjUXqa/V9c1olkz+9FqQ2MTWjRvhu/7FPaSCKhpYNQ3NuG28YsTc58mPDd1PcbN3YoF912Q8pt2WZL+Sd/w+gJsefxilFenzsc3NDIO1jagfWvnr22jdqWDyzp6y1sJE3zMsvCL1xTv34fO9B5b6p9T15v+ZlaPvCo57S2na+Eoq67Hcxay67nnw+UAvIW6tXtfU/3Skt/1dq2ao66hKUVZvaSb0rND7/hn1DQZtVexQ2ntwhifh0/+vaGxCbUNTSnvgf5eiezjSyjnJGXnL4Uyh05EzYloMRF9rn7vS0RziWgDEb1DRK3s0ggC7ePXO045vc4MJ8/2PzM34flp5pt8FJdWY/BDkzF9rbVzHZCs0Ac/NNnT5iWPfbEaJz04GQP/PAnzt5grMf1LZ0U6Jvfj75+E7z4zExf/42vL6299azEA744uegiE33xVhetemefYx8DsvJ/+d078s1F7s7u8Bte8PDfl+OxN+3DCA18q1zmSAPjrxESD7G2tvTHpjJYdLLNO2V9A+ezFKuGfU5xfUdeM0Jbn4u2lGPzQZExaYT6KNiuLRdsOYPBDkzHg3i9wwgNfZsYpziIPo59M19Cbxr9I/v7b8Yvj74FVZo7m0E3y9MvCWUjL1m4HoO3+PQHgGWbuD+AAgBsyLVBNI/D1+j2urvli+U7MXLfHsCe4rKjU9DqrlyAeL9iCBSZmqxj/m7M1Zbnaut0OTMA6Plq8w/S3pMZW/fK+g+Uc2pdl9sZ9pnNqZmzdV2W5VSmgrGM1w0sjN2G50rh+u9H5ygGzjUu0HaOiA6nhUYttdtXS8vb8bZa/f7w4UbZOIh6a4aTIDjr08tc6eeqJKU193TVzXgqa3eU1eParda6nOCo00wpug4ssV9uN2RZ1zWxKauMefYx4V1nbYpScduDgJDuzc/TKT79sOPa7WfuoT/fFGRsdhR9m3f9cJhSFTkS9AFwM4CX1OwE4F8D76imvA7g8DNncRh+7adwi/PyVeYaV4fvPz0r67rTT50fIwhnrUjsmQc6rx+5/4nL7zohWiqv/Owe3v70k5Zxag7jX2YLjZTQGrWmDzmJwoCp1PtmRglXPcbONo1kEMqt9umPo5TYS8R/TnJujtWgtGSt3lAFIrLjw06nLbe1vamLcPG4Rnv1qPZYVlSVPX9jwtGau/bbxi13mrGD1vjr0ifN9HbpRctpiiQXbMVXaFg/BasmlE/Sy7S6vdeU3EoSjZ6EsW3sWwJ1I7Oh2GIBSZo518YsA9AxBLlcYjVCtMNoIwO68dM7xh8xX8hXFZRnZRMQrTt/7coPIf4MemOQkB3cCOUxJH1wnxv9UH4ddZebLw46/P1luIwnrG9zLvXR7KY6974v4d/0ufYmpnNQlUU5IelYuX5o/f7Ii7ivBAL7zqH3gpxhaH4saB1M0SSscHHXodOVkZn2xTyptrDoNxnPuxufe+f4yk0ScyeFlSoY0nnP5MELPuFMcEV0CoISZFxJRxMP1YwCMAYDu3bsjGo36Kp8eq/S/nfVt/POsb2cZnqO9ft7SxAzDjBnm6VZU2FsJtm7dimh0J+btbEDXtoR+nez30lm9ahUOOWDspTt12vSk79FoFGXlldhbad4I7t6dULr79yWmAOyeidVcPAC8OzU1hGR0RtR1JDa9HNFoFJvL0h/5r3QQmtNMBieN9aJF1iO6adOnY5eFGVebZ12d/W50Hy9Wpkm0672NnqH2WFVVNfRj3uKi7YhG7X07tLw7LTnEppJuIr/6esWC8e2sWWjSjOCi0SiamDFhUz3OPaol2rUAJm1pwBlHNken1olxSuXBhMl165YtiEbNp5D0jJubmM5YtMjdtrPLNLHAK8rLbctz+Yrl8c+7dilWruLiIkSjxlOAU6MJH5JoNIp1241XDqxYYb3dsV4OAFi6pwGtmhGOPyy1TVm8OLluRqNR7DcIvFVReRAjHpmIQbo0mIGdO5w9g7KyUkSjURyoUZ57U1Njkqx6ufdVux/h19fXxX06quoSbUNtrT8x2JcuWYKeraoD11MxwvByHwHg+0R0EZRtWA8B8ByATkTUQh2l9wJgOLHKzGMBjAWAYcOGcSQS8U+ySRNSDkUiEcPjAHDmiDOB6Uqv/cwzzgSmp46AtNePX5NoXEeNOhv48ouU8wGgoVlrpG5Bn0yfPn0QiRyL6+9W0o570prICgCDBg1CZPCRhuft69gfQKKHHIlEcP8bUwCYK4TDu3UHdiovZ+cunYF9yhKdM0aeBUxyMhI15thjjwVWJTdEZ58dQfNmZHl/evTPLhKJxMsrU8Trpwu5hw4dCsydbfp7TdeBAMyDwGjfiZYzJwP11jGtjQK7GdV77bG2bdsCSG70evfujUhkkKt7HdC/P7B6Vfx7m7ZtgOrqeH4tZijyjxw5As1mTI171EUiEUTXluCDL+ejof3huDnSH+98OROb67rg3RvPiKfXfvEMoFLpIMfemTgu5Dz1lFOB2caddjsOOeQQRCIjLMvzxBNPAhYtAAAcccQRQHERevdSy9NA1nnVhwPYFk+neO5WYGWq8j7hhBOAxeZ1JS6HhqQ2RZfv4CFDgHkJp85IJIL/bpgD7Eue719W1hrFlXUorky1UvU4sgdQtD3luJ5OnTohEjkDu8pqgOhUtGjePKnM9HIXl1YDM4zDapvRulUr1DTWo1E3pdSmTaIepsOQIUNQvW15iqxBkXGTOzPfw8y9mLkPgKsATGPmnwGYDuDH6mnXAfgk07K5Res17qe5xolTlBeL+8HaBvS5ewLGzkydd73zg1RzV52LwWzYa4TzCbuidBPJz+tjMdq72y5dP3abS3X20jpcJf9Yq5ZDVV1j3D+gUp3muOfD5ehz94ScDixjJW91nX4JqfF5Qb+XxaXVhgGs6nxYEhCPFOegFlfWNqQEvHGaS7qR4ixTz3Cly6bAMncB+D0RbYAyp/5yyPLYskBjOna9Dt1nWZwQM6m+NdfaM9opTRaNbToYL3UpnB6DrSOPwzZi8spdKDVwunNC1G5ZpGEjmH7jZbqkyaDhtVo/PH6eUseTptDTWELkZCdEM5wUi5En/Oa9B/H5MmPztNPNctzqVbv3TP/zut0Vrt999zE7lP9W9WtvhbfwwHsra/Ni7jxGqAqdmaPMfIn6eRMzn8bM/Zn5Cmb2HsA5QyQ7uWW2WhjVbadKz2nD22iXnktHnnSIRcArBPzqvIz5n7t5Xy2/edPaTGs4QveQj9WI3Cwf/bna6pwSy9ynsvzTR8vtT0qD+z5ONZdPW1MSj6egx+ld+a1sU4K3wEunweX5mrzszvELv9aPZ9oqJJHi0kD70M22RDUj3XbGqMJlYs2plqQRup95GySmj1LnhD4Zni/PFJk24wWJ3fKr2MiYDVRToqFPjN5X7ijH7W8bK8F0QueWVXuzdAAZChZmcj9+Ww5f+nqzQR6pV3243nt5xSBSwgQ7MaWn03EzWo7oZP26E654cTZ6tCfMjviSnC3ZZHLPOXY4mOs2W/ubLoYjdNtrlIs27z1ocyZQVlWPb4qtzYxhzdt55aqx5o5m2US6xTdxubM43elgKKOXOXRdZdlZZu5dbNZoT1q5Cy/OSPiFfKLZeEcbaIWg+AaMm7vV9agyk30oJ6Jpi2L8vG04aOLwsmaXu+iQdopxmm7752lrStyP0F3U8J2lmvqgewbXvTIv3r5qVxVkGzsPZq5BFIWeBu8ssPfU1Ibe1JKuid6offFznvkP7y3BLpuKqL2HTE85eGHOJuvoetmCXUQ/O91y87hFaAoyTimMO21Bhrm0W888wWEn5qnJa3HvRyvwpUUkQSOy2SZyz4fL44F49LgJPAS470y+MXtrxvxb9M9gxro9+O/XmwAAv3tnSUZkyHbE5B4w+h5tjHTfgaemrAt072Ordc7x/AKaQzeKcpfLlLl0TLv/k5WWvzsZLWqDtQSBX/0F/eYfZjCMzPPuhCAC9lUqyzArXTq5pTPNYXatUdhfIL29DtJF+x6f/ffp5idqcFsX3l1gHx4aSK3n5TUNKdNopVX1eTu15gUZoQfM1n3+zMUY8eTk5CAxfuZVUm7vk8hmn9NsbYwc4HJ53niGy/0B/EAfcc1v/Fq25ipPEy93pxBRfMOlSodx5+PXusvKEWbbiIZp69J2kpy2J0GO0O06bUFNaeYqotDziPOfnuFbWiVul4FoR+tBhIv1PcXM4TWWtxmZ3sHJCKP+QpBSGW7R6SGdeaoS/cvnq2zOTCatEbrJ8XT0YFBK1EuyQalzJ/XcbfTIfEcUug1u4jdnO2YmPq9oX/7dFf6EShTs0e5THhaGns2L3O2aZ0dsLTkArN3lfqdAP0lXb1xrsB1utjiPjnh8Gp78cq3n6/3eAEZLtpRRriAK3YY9HgMW2LGiOPNemePn2TvxuUHbqGvNczPW+m9ilo54+GiXbpXWpra0Tvwu3PCoZn7906WpAVbcjlK1G6a4JZ3qV1JRi6/X7005bia9NgKlGX7queLSajw/fQOYGZMcbN2cIktASre+scm182KhI05xIfHjF3NjCZUVZu/xTePCH0EK/vOdRxLWqpdX2G/6ki7aeW4/lIaZg6oT0ulQmq1pNuuQuNn8x0+ia/d48hYPyl1j7ub9mLs5N1amZAsyQhc8E6SpTcg+0t2vOh2M/DIyWf1qXcTPd4pT8Q0D5QRw79rd9twQZljml79JDXRTyIhCzxMyEUxETybf42xwBBOyi0zGPvAaE98Sh+JrA+UEidfSlH599iAKPU+4OQQzdyZH6DKHXtgYVbWJy3N7fjWdDkk2BXLKJlkKHZlDF3KCjxcXJ4X3FAoLvcqYu2kfpqzaHYosfpFtI1uvpvN1uyt9lkTwiih0wTOZbJAm52jjrd+3Ot/ZuCeYxl3v5b6+JPeVSDqvTxBTAHUB+AkImUVM7oJnxCnOnjsKLMb0eU/5F9xIi17Z5EPNK09jB7dvN+7zURKFgIMLChlAFLrgGdHn9izZXhq2CEKWEoTnfDrU1BeWNSkfEYUueEZG6PaIw1Aw+B31MAzcxpMPmtmb/B/1C5lFFLrgGVFV9kifJxj+M2NT2CKkzdiZ2XUP0QAiPAqZRRS64Jl5EsXJFtHngiBkClHoghAgYUbREgShsBCFLggBsrcy+JjngiAIgCh0QRAEQcgLMq7Qiag3EU0nolVEtJKIblePdyGiKUS0Xv3fOdOyCYIgCEKuEsYIvQHAH5h5EIDTAdxCRIMA3A1gKjMPADBV/S4IgiAIggMyrtCZeSczL1I/VwBYDaAngMsAvK6e9jqAyzMtmyAIgiDkKqHGcieiPgCGApgLoDszx/YA3QWgu8k1YwCMAYDu3bsjGo0GL6ggCIIgeCRTeio0hU5EHQB8AOB3zFxOmv0xmZmJyHC9DzOPBTAWAIYNG8aRSMQ/oSZN8C8tQRAEQQDgq56yIBQvdyJqCUWZj2PmD9XDu4moh/p7DwAlYcgmCIIgCLlIGF7uBOBlAKuZ+WnNT58CuE79fB2ATzItmyAIgiDkKmGY3EcAuBbAciJaoh77E4DHAbxLRDcA2ArgJyHIJgiCIAg5ScYVOjN/A4BMfj4vk7IIgiAIQtAwM7R+YkEhkeIEQRAEIUAytaWDKHRBEARByANEoQuCIAhCgGRqz0VR6IIgCIKQB4hCFwRBEIQA4QxNootCFwRBEIQAqa5vzEg+otAFQRAEIUDqG2WELgiCIAg5T/Ar0BVEoQuCIAhCHiAKXRAMOLZ7h7BFEIRAuTlyTNgiCD4jCl0QDKCMGcmEQuOEIw8JWwQAwB++exxuPad/2GIUBBmI+gpAFHpO0bqFPK5MkakXUCg8sqVuEYBmIcryj6uHhpd5niIaIofo2qF12CIIgpAnECHU3sX3Bx8ZWt6Zpl2rzOyDJgpdEEJiy+MXh5Lvc1cNCSXfXOP6M/tY/u71+TU1ebrMd4go1BF6oXBWzxZolSHrqij0HKIhW1qCLObl64aFLYIrLi2gUYqgUFXXELYIcZpli/0/i/j8tyNtz/ns1pH478+dtTWZLGJR6B6IHHd4KPnuLq8NJd9c4rzju/uSTtB7F/9yRF8AwJDenSzPO/vYcOqaoHBY+1a+p5mJfbGdcsEgf94XLbm+QuTEnofantOna7tAyi5dRKF74NC2LcMWIWcZelSnsEXwlfsuPt7TdfdfOgiAdYznmf93Dl77xXcAAF07+KdYMrU3cz6w8M8X+J5mFulzHN/jEF+nftq1ao6R/Y07oeN/fbpv+XjhrV8PT/re49A2ntOKdcoyZUp3SnZJk+UM79sFF5/UAw9ffqLvaQ/o1gEvXnOq5TkdW2fGsSJIrhl+dNgi+ErQoy0iwpNXDMZHN4/wLc3GJv80+qWDj8TkO0b5ll6u8F2Po7NBPQ4JpUP19E8G48VrTsl8xhpO79cl1Pz1e5hecWqvpO9v/PI0fHDTGa6SzKK+GQAg9zVEBnnnRncP2w2HdWiF0SceYXlO65bNUBGw1X3UsYdj5ro9gaV/3BEd007j3ouOx6a9lRg/b7sPEqVHursofbZsp+05P1YbnotP6oEJy+3Pt6PRR43y9E8Go2Vz63HBoB6HYNXOct/yzAZ+eEov+5MMcFMOA4/oiDW7Kjzlo8ervG6xUnBEhGMOb4+New5mRBY7muk8Ake5mN6KXemkP39Kt+YupEoPGaFnCQ0Ogvf7ObIy43XVxBsUPTu1TTuNnw4/Co/98GRM+8PZPkiUHk5jA5w7sJvh8eID1Y7zOuXozo7PtcJPRyizlG47b0D8c7YEUvHK1acdlXLM7Hn6yY8ypIT9pm0r83fi2O7pd+j9wq4jakXsFbJ7lzY/dhGGdMvcuFkUekC0cllZnDSymVDodibkbPDKbq72rLPBQ/fK7xyF2zXKy4wfn2rcOFuN8PW353SJ0Yk9rRVo90P8i2dg9gy0YUVzfcr+gkGpyjsTVc9PS0qmICLceo75+2B3S5/ckt7U0ue/HYlO7RI+TmZOjUce2gYj+3f1nE8skqRdG5RpB8isU+hENJqI1hLRBiK6O2x5vHL1ab1dne9kSZoT78ug+c3Z/dJyomnbKn3zUwsfF88e3tFYuTnNoVWLZrjjgmNtz9PKrHWk+c3ZiuIz8o84tJ0358vbzrXuYPipJ8zaqzYt/TEzZoPHtFGj7GczrVU6/bsl7jfIDnzvLulbysxI5x0fbLPqw47+3Trgs1sTy872HawzPO/be87zpVN2U5bFw88qhU5EzQG8AOBCAIMAXE1Eg8KVSuFIlx6RD1x6gu050T9G4p9bNDN+FMse/C7WPDwa6x650HaJU7qsf/RC23PSiXG+5uHRaTf0ax4ejRaq9SPWO+5zWDvP6X1797mGx/3oeGhp0TxRbkM1z/HXo/ph8Z8vwPKHvhdX7oDiLXxIm2SF7tSjtnkzwg+G9gQAjD4h1S9D25B1bJOeOdDJCCQmt5EsMcw6Vtp7fvX6YKeDzPI26kD6qWrbtU7UtZij1s2RY3ztuKbk2TIYM7Dde+Pne3VGv8MMj/fukmgPtNE19XVVO7rupOs82ynqmPXklnP6Y/GfL8Cdo48DANxxfqJzH3R7bURWKXQApwHYwMybmLkOwNsALstU5pf2a4lzjjscD146CH//8ckAEubJz3TBBqaryljruXlc9444qks7PHL5iWjWjHDt6YpH93cHdcewozujXavm+OHQnmjZnPDQ90/A0Ye1w0+HK/Nzr6pz10/86KR4eg9cOgiHtGmJNi2bo1WLZrhF3UhhcO9O8Rf/sR+ehCevGIy+XdvjwUsH4eHLTkgyd37vhIQ37vC+XTD0qE548ZpT0LFNCww9qhMeVJdPfXbryPic0j81MZZfvOZUvHL9MPxs+FFo36o5ju+hzIEN6pFs1n30Byfi5F6KBUG7rO+sAV3x1BWD8dD3T4gr82euHBxfhjWgW4ckhTzvT+fh5F6H4v5LBmH8r0/H0z8ZjPsvUWS89Zz+SR2C3l3a4g8XHIv/3TAc15/ZB5ec3AMA8NQVg3FY+1Z4+DKlU3XewG4Y0K0DBmoc8q4+7Sg8eYXi0BWLnPboD07EXaMH4pZzjsF/rk2sOPjs1pFJJnMj68t1ZyjP+rjuHdHnsHY4WnNPvxrZF2cf2y3+LJ7/abK3cWd1hHb7eQNwqjpPPv/e81PyuHJYcr4x73Jt+d0UOQaR47rhrtED8YsRffD0lYNx46h+SUuGRhzTFbedNwCjjj0cX/0+2Q/h4pN64MZR/fCdPooc/bq2x+M/TNTJ/91wWnxut9/h7ePHh2nm92Of//qDk3Bc9464a/RA3Hh2v5TY3d/cdU7884z/iwBQorM9c+VgdFHLRCv3WQO6Jplkf3tufzx75RAAwK/P6ouXfj4M/7n2VAzo1iEp6MfFJ/fAaX2V9/S28wbEG98Y9150PP58ySB8fMsI3HZuf9wUOQY3juoX9wMYcUxXdD+kNV685hS88NNTcMQhbeLvyl9/cBI+uvlMPDyiLW4Y2Rd6jtPNGc+6+1zMvifRiXzr18Px+a1nAVDq/nVn9sGNo/rht+cOwHVn9kGbls0wsn9XzPy/c3ChgdPsD4b2xLkDuyVtsvLMlYPjvh0/G34U3rwhsVwrVofe03lzx7y7+3Vtj49uPjN+/LmrhmDCbUrbFwvVOvdP5+HGs/vhm7vOQWdVEfbt2h53jR6Id8Yoz+u2oa3x358PwxM/Ogn3XzIIj/5AWRn0F807qf0+sn/X+Dt06tGdcc3pR8XPiXHZkCPj79WUO0bhuauHxH+7dPCRuOTkHvH24ZZzlDZQW8eG9+2CH53SCxedpJSj1rdj+h8iSXndek5/3DiqH+4aPRB/vmRQPGrg1D+cjbtGD0QHjUWtc/tW+OWIvhgzqh/GjOqHN28Yjn5d2+PfIawqoHS9dP2EiH4MYDQz/0r9fi2A4cx8q+acMQDGAED37t1Pffvtt33Lv7KyEh06hG/iyxakPJKR8kggZZGMlEcyUh4JgiiLc845ZyEzp4Sqy7lla8w8FsBYABg2bBhHIhHf0o5Go/AzvVxHyiMZKY8EUhbJSHkkI+WRIJNlkW0m92IAWrtiL/WYIAiCIAgWZJtCnw9gABH1JaJWAK4C8GnIMgmCIAhC1pNVJndmbiCiWwF8CaA5gFeYeWXIYgmCIAhC1pNVCh0AmHkigIlhyyEIgiAIuUS2mdwFQRAEQfCAKHRBEARByANEoQuCIAhCHpBVgWXcQkR7AGz1McmuAPb6mF6uI+WRjJRHAimLZKQ8kpHySBBEWRzNzCn7vea0QvcbIlpgFH2nUJHySEbKI4GURTJSHslIeSTIZFmIyV0QBEEQ8gBR6IIgCIKQB4hCT2Zs2AJkGVIeyUh5JJCySEbKIxkpjwQZKwuZQxcEQRCEPEBG6IIgCIKQB4hCFwRBEIQ8QBS6ChGNJqK1RLSBiO4OW54wIaJXiKiEiFaELUvYEFFvIppORKuIaCUR3R62TGFCRG2IaB4RLVXL46GwZQobImpORIuJ6POwZQkbItpCRMuJaAkRLQhbnrAhok5E9D4RrSGi1UR0RqD5yRy68kICWAfgAgBFULZxvZqZV4UqWEgQ0SgAlQDeYOYTw5YnTIioB4AezLyIiDoCWAjg8gKuGwSgPTNXElFLAN8AuJ2Z54QsWmgQ0e8BDANwCDNfErY8YUJEWwAMY2YJKgOAiF4H8DUzv6RuCd6OmUuDyk9G6AqnAdjAzJuYuQ7A2wAuC1mm0GDmmQD2hy1HNsDMO5l5kfq5AsBqAD3DlSo8WKFS/dpS/SvYUQER9QJwMYCXwpZFyC6I6FAAowC8DADMXBekMgdEocfoCWC75nsRCrjRFowhoj4AhgKYG7IooaKamJcAKAEwhZkLuTyeBXAngKaQ5cgWGMBkIlpIRGPCFiZk+gLYA+BVdUrmJSJqH2SGotAFwQFE1AHABwB+x8zlYcsTJszcyMxDAPQCcBoRFeS0DBFdAqCEmReGLUsWMZKZTwFwIYBb1Om7QqUFgFMA/JuZhwI4CCBQ/yxR6ArFAHprvvdSjwkC1LniDwCMY+YPw5YnW1DNh9MBjA5ZlLAYAeD76rzx2wDOJaI3wxUpXJi5WP1fAuAjKNOZhUoRgCKNBet9KAo+MEShK8wHMICI+qqOC1cB+DRkmYQsQHUCexnAamZ+Omx5woaIDieiTurntlAcSdeEKlRIMPM9zNyLmftAaTOmMfM1IYsVGkTUXnUchWpa/i6Agl0pw8y7AGwnouPUQ+cBCNSZtkWQiecKzNxARLcC+BJAcwCvMPPKkMUKDSIaDyACoCsRFQF4gJlfDleq0BgB4FoAy9V5YwD4EzNPDE+kUOkB4HV1ZUgzAO8yc8Ev1xIAAN0BfKT0gdECwFvMPClckULntwDGqQPFTQB+EWRmsmxNEARBEPIAMbkLgiAIQh4gCl0QBEEQ8gBR6IIgCIKQB4hCFwRBEIQ8QBS6IAiCIGQANxtfEdEz6iY3S4hoHRGV2l0jCl0QBADxnaFuVj8fSUTvhy2TIOQZr8FhICZmvoOZh6hRGf8JwDaolSh0QRBidAJwMwAw8w5m/nG44ghCfmG08RURHUNEk9T4918T0UCDS68GMN4ufQksIwhCjMcBHKMG0FkP4HhmPpGIrgdwOYD2AAYAeBJAKygBd2oBXMTM+4noGAAvADgcQBWAXzNzQUaREwQXjAXwG2ZeT0TDAfwLwLmxH4noaCgbvUyzS0gUuiAIMe4GcCIzD1F3ltNGgDsRyk5zbQBsAHAXMw8lomcA/BzKrmOWDZMgCMmomz6dCeA9NcIeALTWnXYVgPeZudEuPVHogiA4Ybq6H3wFEZUB+Ew9vhzAyQ4bJkEQkmkGoFSdJzfjKgC3OElMFLogCE6o1Xxu0nxvgtKOOGmYBEHQwMzlRLSZiK5g5vfUzaBOZualAKDOp3cGMNtJeuIUJwhCjAoAHb1cqO4Rv5mIrgCUXeqIaLCfwglCrqNufDUbwHFEVERENwD4GYAbiGgpgJUALtNcchWAt9nhpisyQhcEAQDAzPuIaJa6Rna1hyR+BuDfRHQfgJZQ9ghf6qeMgpDLMPPVJj8ZLmVj5gfdpC+7rQmCIAhCHiAmd0EQBEHIA0ShC4IgCEIeIApdEARBEPIAUeiCIAiCkAeIQhcEQRCEPEAUuiAIgiDkAaLQBUEQBCEP+H++OobpsjZJCQAAAABJRU5ErkJggg==\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #11:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1000\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "636032.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 41.40833333333333 MB/s\n",
+ "\t avg Osd Queue Size: 2.6211811410490733\n",
+ "\t avg BlueStore Latency: 1.526573514991249 ms\n",
+ "\t avg KV Queue Latency: 0.7267738031496666 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #12:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1000\n",
+ "\t interval: 1000\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "764017.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 49.74069010416667 MB/s\n",
+ "\t avg Osd Queue Size: 0.919037793400961\n",
+ "\t avg BlueStore Latency: 1.4364052627874686 ms\n",
+ "\t avg KV Queue Latency: 0.6426048797561885 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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gdOvQObAMwzBMaEibyZ2I3gYQBdCWiLYBuBdAlIiGQDK5FwG4EQCEECuI6F0AKwFUA7hZCFGTLtmylbB5ucdH6KzPs5awOVoyDOOdtCl0IcRlBptfstj/7wD+ni556gJha3zj69B5hJ61cAY/hqk7cKS4LCJsI/T4OnRetpa1hK1OMQzjHVboWUTY2l7FYMBOcdlLba32e8iqGMMwLmCFznhGMbkTj9CzFh6hM0zdgRU645lE6NeABWE8E7aVEwzDeIeb4iwkLGuFE17uPELPVsLmaMkwjHdYoTOeYS/37IdN7gxTd2CFzniGvdyzHx6hM0zdgRU645l4tjUeoWct+hE6D9gZJnthhc54hkO/Zj88QGeYugMrdMYz7BSX/bDJnWHqDqzQGc+wU1z2w8vWGKbuwAqd8Qw7xWU/7OXOMHUHVuiMZxL50AMWhPFMssmdFTzDZCvcFDOeqQmZU9zQv32NZ6euC1qMrIJH6AxTd2CFznhG0QVhMbnvq6jCo1+vDVqMrILn0Bmm7sAKnfFM3CkuJAqdcY8+2xrDMNlL2hQ6Eb1MRLuJaLlq2yNEtJqIlhLRR0TUUt7enYgOE9ES+e9f6ZKL8Q/2cs9+2OTOMHWHdI7QXwVwtm7bNwAGCCEGAVgL4G7VbxuEEEPkv5vSKBfjEwkv94AFYTxTy5HiGKbOkDaFLoSYAaBUt+1rIUS1/HUugM7puj6TfhJe7sFrdA6Q4g0uNyaMlFdWo/tdX+CDRduCFiWryLXbgYiaALgDQFchxA1E1AdAXyHE5yle++cA/qv63oOIfgBwEMA9QoiZJvJMAjAJAAoKChCLxVIUQ0tZWZnv5/SbJUuW4PCWnLRfx64sthVXAgDWr1uHWGVR2uWxQu3cla7nlw11wy1rSms03+cvWIDifGf9/LpYHl7hstCSankUH5KcOx77cinaHFrv/LpHBW6ZWoFfDWmI4e1t1VtGyGTdcHLHrwBYBOAk+XsxgPcAeFboRPQnANUA3pQ37YDUYSghohMAfExE/YUQB/XHCiEmA5gMAIWFhSIajXoVw5BYLAa/z+kbU74AAAwZMgQjerZJ++XsyuLLvT8C27bh+OP6Ijq8a9rlsaKyugb4egoApO35hbpueKTBhr3A/Hnx78NPPBF9Cpo5OrYulodXuCy0pFoeq3YcBGbPRLP8fESjYxwfN39TKTB1Dubva4LfX3qy5+v7SSbrhpOueC8hxMMAqgBACFEBwLONlYiuBXAegCuEkGbshBCVQogS+fMiABsAHOv1GvWRc5+aiYtfmJPRayrZ1sLg5M7e2t7gcmPCiFeH2/ruqOtkhH6UiBpDDiFFRL0AVHq5GBGdDeD3AMbKHQNl+zEASoUQNUTUE0AfABu9XKO+snJHkjEj7egdqoKEvbW9weXGhJG4w61LL6/6Ho7aiUK/D8AUAF2I6E0AowBca3cQEb0NIAqgLRFtA3AvJK/2hgC+IanA58oe7WMA/I2IqgDUArhJCFFqeGImNIQpKIkiSz19jz2jd4oLzxNl6jO1HoNWhclRNwhsFboQ4msiWgRgJCRT+61CiL0OjrvMYPNLJvt+AOADu3My4SJMo7taTuXqiTB1yhhGIdFBd6nQQxaOOtPYGjSI6DsAI4QQXwghPhdC7CWiyRmQLeNc9Pz3uCNWYb9jAAgL5fnUt8HELw/Tkqf6/iJ7JUydMoZRSJjc3b3PSjtZX5sBJzMUPQD8gYjuVW0rTJM8gbJo8z6UHAlnA2c1knomoIQkyksXBp1Q3+fOvGLVUWSYoKjxaHFTHHXrazvgRKHvB3AagAIi+oyIWqRXJMYIq8FwUKOsEA3Q497a9bVn7pUa9nJnQkht3Fvd3XH13cvdSXGREKJaCPErSPPcswC0S69YjB4rj/KgBllscs9+9J1BHrAzYaDGo8m9vlvqnCj0eKIUIcSrkDzcv06TPIwJRib3ZdsOoPtdXyRtn/DcbAy676v0yxSi1r+2nnu3eiVMnTKGUVCqpdtMjko7OWXFzno5nWSq0ImoufzxPSJqrfwB2ATgzoxIx8RRK8/Hv5Fyfs9ab7zY4Met+3HwSLXhb77KFCJl4HXOrb4TpmfIMAq1HlMzhyk2RhBYLVt7C1JEt0WQlqeqS1YA6JlGuRgd6pHUvE3SEv1UKq8QwvWSkCSZQvTysMndG2GysjCMglcv9zC1SUFgOkIXQpwn/+8hhOgp/1f+WJlnGKOBlNfRVVVNLXrc/SUenrLaszwz1+3B7PUlno/3G16H7g02uTNhJO7c5vJ1Vjt51kfdbmVy76b2aCeicUT0FBHdTkQNMiMeo2CkvL0q9CNVUoat174v8izPtyt3eT42HXh1oqnvJDnFcaw4T9QKUS/nbNNFrfBocve5g1pTm13P1cop7l0ATQGAiIZAyrC2BcAQAP9Mt2CMFiNTklfzUnyJVwrKL2ym2toQJYrJJniEnjq7Dh7Bz7+qwFvztwQtSp0hvp7cbXIWVbvkR83u9ccvce+nK3w4U2awUuiNhRDb5c9XAnhZCPEYgOsADE+7ZIwGP0fofoxmw7Z+2eucW32H9XnqbNxTDgD4ZMl2mz0Zp3j1ifHTyVMZmb8+Z7Nv50w3VgpdXZKnAvgOAIQQIWvK6weGCt3rCN2HtZphM0Oxl7s32Ms9dep7uNF0ILya3H1sl7Lx1bDycp9KRO8C2AGgFYCpAEBEHQAczYBsjAqjeurVXKocl4qXe9gUQX3wcj9aXYsIAbluc0paUN+9ghUqq2uQF4l4qj/sv+E/iQ66t+MApVOQehuXTWMEq5bhNgAfAigCMFoIUSVvbw/gT+kVq35TUytQWV2j3WbQ8Ho1eycaIG/Hm8kTJPXBy/3Ye/6HC5//3tdzhq1jpudIVU1G5vn73jMFv3nnB0/H1nhcM82Y4zWEq59VJRujzlktWxNCiHeEEE8IIYpV238QQqQ/DFk95ldvLkLfe6Zothk1vJ6d4jxGYdKcI2SKoL7EcF667YCv5wtz6Nfyymoc9+cpeOybNRm53udLd3g6jv03/MerMvWzXcrGNsU/250BRPQyEe0mouWqba2J6BsiWif/byVvJyJ6mojWE9FSIhqWTtnCzFcrkpeE+evlnvqIoiZEDT/gj9WhPhK2jpma/Yclo+CHi4tt9gyW+p7hKx2Ewcu9pi6N0H3iVQBn67bdBeA7IUQfSI52d8nbzwHQR/6bBOD5NMuWVfjp5e7HiCJsc6+KONn08oWBsK1WUONHxzMTZONILuyEwcs9G/NDpFWhCyFmACjVbZ4A4DX582sAJqq2vy6b+ucCaCk74GWEo9Uhbtng7wjdaxQmzbVDNrKr8cHRrz4SNl8INTVZ0qBm41xr2BE+mNzdVu3DR2s0esCPdjLT2Cp0Iholm8bXEtFGItpERBtTuGaBEEKZrNoJoED+3AnAVtV+2+RtGWHngSOZupQnag36G6mO0FMKLBM2hZ6C1aGmVuDQkSr7HesgYVt+qCYRLSzN10mxLmdLxyOb8Bz6NYX6fPxfpmD80zPj35VqkU3P1WrZmsJLAG6HlKSlxmZfVwghBBG5egJENAmSSR4FBQWIxWK+yHKkWhKjTUNheM7yKoHGuZk1/6nl2Li/Jum34u2VlseYlU3xIal3cORwhWX5lZWVmf6+e0+iA7RmzRrEKlLp46XOj7ul7HKHDh5wXSdeW1GJaVur8e8zmyDX4uW1Ko9M4qcMm4qkFagTeuXhkw1VWLBgAXY1z3F0bLrLY3uZXE+PHE7rdapVCn3qtGk4XA00zXP+ni/fLtW9vXt2h6J+OOFojYAQQMNcZ/cphEB5FZDfwNn+qdaNtUVSB3v79mLEYsZZJY3YuCmxonrGjOmW77Oa8iqpDqzbnZB73xGp/lVXV6V0L5lsN5wo9ANCiP/5eM1dRNRBCLFDNqnvlrcXA+ii2q+zvE2DEGIygMkAUFhYKKLRqG+Cjds6H+u3l2DYyFFo3igvvn1vWSUKH/gWt57WB7efcaxv1zNlipTjXH1vzTbvA+YmlixFo1F8smsJsF1bRNFo1PB4Nat2HARmz0SzpvmIRseYihGLxUzP8XrRAmCP9Oj69u2L6PCu1veUZo6u2AksXoTWrVoiGj3J1bGTvpWq9+hTxqBRnrkysyqPjGDzXL0w5/AqNNhShHNOGoRPNixCYeGJ6Nexuf2BSH95rNl5CJg1A82aNkU0OjZt1zlSVQN8La0qmVNRgBdnbsLiP5+B1k2dpawoXbwNWPojOrQvQDQ6NG1y+skJ93+DkvKjKHpovKP9n5u2Ho9MXYO5d5+G9i0a2e6fat1YN2MjsHoVunXpgmi0n+PjFlauATasBwCcMmYMGubad06V9l1BkXv7/sNAbCoaNWyY0r1kst2wSs4yTPY0n0ZEjxDRScq2FD3QPwVwjfz5GgCfqLZfLXu7j4TUkfC2jsQjRISth2ox6L6vNdt3HZRGo1+t2JlJcTQYzZeHxeR+NASeVak4+iUC7fgqUlZQWytCO/ebKVO2+t1SwrdOeG6W4+Oz0SmupNxdbLApy6W2T2kL041npzgPJneze8rG6JNWI/THdN8LVZ8FpHCwlhDR2wCiANoS0TYA9wJ4CMC7RHQ9gM0ALpZ3/xLAuQDWA6iAFDM+FNR6XELhrww+hn5VkrOk4hSnuvZfPlmBq0/q7v1kPlATvyfvkb4ohahS2UpNbXjnCL1m3HKLunOqXHNr6WHHx9cHp7hM+wl4DdbjxSnOyD8JyM74AqYKXQgxLtWTCyEuM/npNIN9BYCbU71mOshUw6KnplbEK5NaeSv1y6szj3KussrqlGQLE6k4xaXqF1ZdU4sDh6vQJr+ho/3LKqtBAJo2dDLjlV5qhcioF++Biio0zItYTm0oZGyErsrU56Ve+xGoKexkug2Me7m7XIfl5fmZDYwSlhfXpwwMJ17u/yCilqrvrYjogbRKFTIy5W2r53FVhCx1LzKu5FM0uW8uqfAsW/jWoQc3SrrvsxU44YFvUe6wgzTg3q/Q/95wBFtUdxqB1POhHz5agwOHzVcMDP7b17jsxbnOZMtQfH51ABFPCiELTe5uSUzTZeZ6Xi1uXqyWZm1ZNlpenDyec4QQ+5UvQoh9kEzj9QY/5py98N2q3fHP6op6fIfmGrnc4scacjMzVVAEuQ79Czlk6JEqXxeBZIQaISl0v4rtjCemY/Bfv7bc54ct+x2dKxGfP1WprFErZC+vRq3H0WRYMVrCG1/ClaH3q8ajRcBL22Z2TLxTkUUdNSdVMIeI4rZEImoMwJltsY4QVGhH9chJXenO6t9eliu1wDKpELaAJAnzbJDXTl/9SNd68dpa4asZdds+53PPdmTaKS7VEXo2jeTMiK3ZjZEPfoevdQ7AfmRodIPXKG1e2iWzZx7UVGsqOGn+3gTwHRFdLzuyfQPg9fSKFS6CGqFrFLphpDhv5/Vj+jtsc+hK+ZRX1mQ8SIzyaNJZP9JV3LVChNbpx+sozfV1VMojFYXg9PkX7z8c2oA+P26Vkv8sK9YmAcp0iliv1/PyntjNoWdTR81WoQsh/g/AAwCOl//ul7fVGxIxpTN7XfVcpL/Z1lJvTNLVIFUcrcbesuSAOXYoVpRZ6/di4H3WJl8/KK+sRqm89CfhJZ8+0tWBqqkN7wgkU6tL1FHJPJlsXcy1LiwqxaiHpuK9RdtcXycTmHWiMj2f7DWOfzq83OuUyZ2I/k8IMUUIcaf89xUR1SuFnuneqYLaac3PdeipKAchBLaWViT1aktdrms1Y+JzszVBHpyS6SmA0x+fjmH3fwMgMw6C6bpGrRCh9eLN1HunXp7kbYQu/d99qNI2J8TqnYcAOPcjyDTCpMzVKwEygVe/BD+83LfvP6w5Vzb5RjgR9QyDbef4LUiYCcOyFKPYLZ4VegrK4aVZm3DKw9OwvPigZrui3FJl7a4yx/tuLimPN0CZThazQ+U4lIlLp2+Erg0sEyZLcKayralN7l7uX1E+n/64Hfd8vMzRvmFVEmYx1BNOp5mSA7Ic3ufQna7Y0LcdJWXS4KROebkT0S+JaBmAvnJ+cuVvE4ClmRMxeMKQxtFICXsdtaViLp+3SZ88LxgWbd6HsY/E8Oa8LQCCXUanlGc6JUiXBaJGCEQi4Qypk2mnOK8OX+rO1rQ1exztG1YlYbZUUCmjTL1mXh3SvHTs9Z1lxWJV17zc3wJwPqSQrOer/k4QQlyZAdlCQxiyKRkpYa+DtlQitYYlbeqG3dJIfsnW/QCCddLLxLXTVe5+hH6trRXYtLfcdj+3Hcl0OcWVV1ZrlmaluopF/fztzhHWNetbSyuwZuch1VJBY4WeKdxaBJQ6WGMj5sY9ZThSVYPi/YnVGPrOsj7OR1g7X0ZYRYo7AOAAgMsAgIjaAWgEIJ+I8oUQWzIjYvCEYfmCkdIw2uak0UxFAYVluVqNzhzmpsHZeeAImjbMQTNVAp5UMCrOLSUVKGjR0FFyCCek1eSeonJ5Zup6PPHtWnz7W/NEP8q13JBYuuRs/4NHqnD4aA0KmlsnD5n43Gys210WT0ySaoddXffsTqHsGjYlccrD0wAAPz2hMwCDOfQMv/ZuLQLPT9+AR75ag97t8uPb9MdOX7sH17w8P/5def76zrK+TQlb58sKJ05x5xPROgCbAEwHUATAz+xroSeoSHFqnHq5O2k0U+lth2W5mn6k48bqMPLB73CuKu+xXyjFWl5ZjTGPTMNdH1jPp7ohXR0pKfRrahV77sYSAMCug9arE9xWHbdOcac/Nh0j/vGd7X7rdmv9NFKNgqZ+J+zM9pmKfucVJdrhoSPaqIeZfu/dtlHKVOD2/eZxENbsPGi4Xf9ukV6hh/NRGeKkCj8AYCSAtUKIHpDisDuL3VhHSLdT3Prdh2xfGKfK20nDn8rLGZaQr3rnIrdyuUm+4Zbyo1JjOHOd9XwqIMWBX7/b3hEwXZH5/BihOzWNu31GSjV1Ore9+5D75Y5A6qZV9etkV5Zek45kmqe+W6f5numpNq/WHDX6LWadfv21kkzuWaTRnSj0KiFECYAIEUWEENOgzbxW50nng12/+xBOf3wGnvp2rY0M5nKpcdLw16URutIIh0IuWYRaFx66j3y9Bqc/Ph2bS6znoNM3QpdGi6lEABMORzKeTe5p60hLHSmzUfM+h0sxhQuTu9tphLBQ49IEniqurTkpWCb125NM7iHvfKlxUq32E1E+gBkA3iSipwDYe8DUIdI5l7J9v+Scs9hmXapxpDhvnu+pKPSwxHBPNrlnwDFNCKyR1xHb7Qc46wDO2yiZCveWWSsPuxHSkaoabNjjfMlf/Lwi9WxrcQuW3ejUrVNcmkdIpz8+HXvLKk07DoV/dxYPQV337K0UMLxW2Mm4yd3l9ZzULbuY7QrKo0klJXNQOFHoEyDlJ78dwBQAGyB5u9cb0jmX4rSz4DT0qzOTuzPZDI8Nm8ndg1OcVz5ZX4WznpyBVTuM5+IU3JhVnSp/u/v73ftLcdpj012HvdWvQ/eC0/v12kins0Etr6w27Tg4VWKa1MYOOzXpiIm+YvsB1ysJ9HXZ7PCMe7m7nZ5x4CBsdk79vekHCXXK5C6EKBdC1AohqgF8AeAZ2QRfb1AU4Ood9qMztzjtLBib151t87KPGzmCQD8qzESDs36/lE3NbK5WCWThxsnKafAKu3KfJc/X20UqU1NSVolt+w6nbHkyiy6mJ91e7l6IUCLDmlclq36f7J6j16QjdnyzchfGPz0LHy4udnWcvi6bm6Wl/1bBWtbsPITKan8yDrqtK6mM0PXblSdTp0zuRDSSiGJE9CERDSWi5QCWA9hFRGd7vSAR9SWiJaq/g0R0GxHdR0TFqu0ZT9Fq9tiUB7tm1yHMWrfX12s6nW916gDn5EVIZZQdlqQS+lFhKlYHO1ZsP4Dqmtp4U2bbaLswq9Y4DKlp12HxMpo44YFvsaW0IuVIcTVOO6UeneLs7kkIgaXb9rs6t4KUMjU1C5z6vuyeo9Oycsu63Yfk/+6mXXKINO+0WfNh167sOVSJs56cgXs+Wu7q+mZ4daC0wjQJi2678i0bQ7+arkMH8CyAPwJoAWAqpLzoc4noOABvQzK/u0YIsQbAEAAgohwAxQA+AnAdgCeEEI96OW86Uffgtu6rsNjTPWt2SS+irTONj17uKTnFhUSh60dv6Rqhr9t1COOfnoUbx/RUrXZI/L5atRRGEcGVyd2hIrbrsDidxzYiJ8VIcU7nGoVB+Vme16F5+vU5m3HvpyucnVSHOmWq0TPYdfCI7bp29bNxOnXitz+OV2tGhLTtiN17ZPazkkhq0eZ97gQwwa4DsWL7AfRp1wwNcqUbTsXL3XTk7nLZZBiwevy5QoivhRDvAdgphJgLAEKI1T5e/zQAG4QQm308py+oe61qJeanM8uRqho88tUaAInG0CzillGdM543sr9uaiZ3z4f6ij6wTLqmApS11cuKDximST37yeT17Erd2XnwCHYdPJL0uxqna62dLmu0U6oHDlclLZNLVbk475RoZaytFfFIf5bntbmnldutfRqsiEQSz8BoSs3Junb1++S0U+O3U5zXpbWShSLx3et75HdHxUqMzSXlGP/0LPzjy1Xxbal4udvlQ89UDng/sBqhq5tu/aJdv1rPSyGN9hVuIaKrASwEcIcQIqm7R0STAEwCgIKCAsRiMZ9EAfaWJBrfWCwWf5BrtiQcjdauXY1Y+QZfrld2NFGMpSV7EYvFcO0UrUJX7m/9hoQX9MaNGxGjbag4kjyXO2v29/HPb30+FS0aEprmaSvk6s2J+7Eqv7KysqTfDx0yt1D4+SzszrVxk1QeW7ZsRiy2A1u2asvCiSz6fWbMmI5cXYO0bI+0pvzA/n2oqqkBQPhxyRLD882ePRv5DQhbD0mvTsXRGoz4x3d49eymptcvK5fKc+GCBdieH8Huilo0yAFaNtT2tYsO1GiO01Mlz13OmjkTjXLNG6A/zqrA9jKhkWn/vlIsWy4pxUWLFqJkvbPodkr9OCTfw6KFCy1l3FOhNCkCsVgM/9tUhf+uOYo/nNgIx7dJvuaaIqmertq0DbGY+VRX8Q73z15h7vdzsFEu26MmvVW786mvX152yHL/zZulfTdu3IiY2Gq63+6KWjTMIbRo6EyZxN+HzdL7oLCrvBaNcwnNTc6z9MclOLgpUdf2liTco978fCpa6tqPefPmoahp8jhQqfNHKsqlem3Qdrhh9x6pLV6/fj1i1drx3rp90vOauWILYs0l35GDcrtUU5N4T2bOnKWRffMW43qi1DOFOXPmoG3jCFYUS9tL9uxO6V5SLQs3WCn0wUR0ENLUcmP5M+Tv1jYoBxBRAwA/AXC3vOl5APdD6izcD+AxAD/XHyeEmAxgMgAUFhaKaDSaqihx/lO0ANizGwAQjUbjCn3z90XASsmk17/f8YgO7Wx7rvLKamwuqUC/js1N9ykpqwSmSktjCtq1QzQ6DJjyhWYf5f6W1awD1klr1Xv27IlotDdyZ30LVGor6fARI4Hp0wAAf5x1GN3bNEHsd1HNPhtmbQJWrdSc34hYLIZoNIri/YdBADq2bIxGi6cDZcbzdL48C/n+7c61oHI1sGEDevXogWi0D6YdWA5sTrz4RscrzwRTZmr3ka95ypgxSaFaxZrdwKIFaNumDYp3lwCoRb+Bg4D586Hn5FGj0LppA6zYfgCYPctcFtU9NlowDSivwMgRw9HzmHx0v0v6TQlLqfDj1v3AnNmIkEnZfPMlAIFTTjkFTRuav9bb1eUrf27Xtg0GDugKLF6IE04oxMDOLUyPV6PUj8aLYkBZOUYMPxGYPcP4niGNrDAjhrycHESjUXy88wcA21HQoy+iw5LfqfUzNwKrV2HhrhrL+vDpriVAccIZzLYeqt6x0aNHoVFRKbB4kenududTX79Fi+aIRkeZ7hs7uALYXIRj+/RGdHQP0/263/UFiIBND4433UfN4qNrgPXr0VN+H9TnaZATwdq/6xJkymVwwrChOK59c+CbryT5W7YCZKX+p1mHcVz7Zphy25j4/sNHjECPtskd1OXFUp1v1qwZotFT4nXDK69umg/s2YPevZPLqcmmUmDeHLRq2QLR6MkAgMZyu5STkwPISn306NFo0VgK77xocyk6HNwBFBXFz6PIp9QzhZEjR6JzqybYvWArsGwpOrRvj2h0iOd7SbUs3GAVy92fINTmnANgsRBil3y9XcoPRPQigM/TfH1LhFCvR3RuUlO46Y1FmLluL9Y8cLZpPG+1pcfLGl69CYkoeVtRSfKI2q3JfdRDU6VzPTQ+NMlZ9JmQnMzt3/ifRZi1PjHSW158AD2PMR49KyQy7SWe123vLLE8xs10vmOTu81+qUw5pGpStJu/P1JVgzU7D6FZI6m5Ue7BzunN6T2l4j9BKR4PuJuSS6xqsD+vG7ESZZn8m5nlAZDaM7X8+jJf7SDugnR9fx3IrJ69UYIbq/f/m5W7cMPrC5OsbyVllWiT39D0WplYNuk3QfrvXQaVuZ2IOqh+uwCSR30o0CZfcPZwldjCVi+lm6QORoo0KWQhkSNvz3Q6xc3fVGqr9Msrq7Fs2wHPMgDJS6WczO3P26RdbXneM7Nw43/MR2bSeRPXUe6qxCSCWDw3u0UZ6VcJOF3lYJfCVynyShfL1hQ0Xu4eZtPs6tMfP1qGCc/Njme4Uuq6ndObuq5tLTWf6rHLsGVHqn4hbjr8ege8LSUVlvHHHcvgcb43J0Ka99Vr0+B3wBxFDiNxjJZ6KvegkV/+rERhrNa1S6c/Ph2Ahfd7Fnq5ByIqETUFcAaAD1WbHyaiZUS0FMA4SIFsMoq6odbUC9UXpx6PSgWzqt9eIkypUTxL4+eIkGXPdvehI1LceI9v7YY9ZZbn/2blLlz8whz8Z661j+Mv31yM85+dhcNHva9ZrVGNnAFnVgcj2WfaLENUO5vZXaKqRmBhUamj0UXS+XX1qrqmFpXVNVi0uVRznF09+fPH7vvBORFynKbSCLuRtOL4tlm2FinvkDBomNWon6k+WYjZfl5IdeWG+nD75YfSf+V5j3lkGk6WLWCp4GZ9u9ANUDROcbZe7tbKzy8HMifvUI7BCN1pVkoA2FchtZ/6+qPcovJuLk1x8JFJrObQ04YQohxAG922q4KQRY2Zx22NyxG6ECLeG7RaEKTN0mR9TieNTsTA5K7mpAenoqZW4M4zj7U9lxGnPTYdHVuYu09MXS3Nmtjlxl5YJCspHywF8XXojpbrub+O2ixsd4kHvliJz5fusCxfvZxmjc2z09Zj18EjeHv+Vky7M+rYNL9iu/vGx266Z/ehIzhQUYU+Bc0Mf7dTqMrv98idjUTsAG2nTI/T5WCprnBIuUOgDixjt2zNxZJGN7hZS6+ughHSDgKsVh04ub5fS7ys2jGj2PuKpatKFZtasTbZtQ12SVtW7zyE7fsPo2PLxgCkqbrOrRqjZZMG1jcRAFlkTMg8NbUC32/Y6+qFBYCPlziL1qSutD9u3R9PXWi4b619zO0csh6hK7+lK/Tr2/Mlr12na3ErjlZ7bkA27inXXMvO7OskgtX360uSw0WqGmC7ayjLpx792jzRjj4Wvtk5N+wpx/Ji6XwHD1fFG2E7PeBpHbrNISc9OBVnPDHD9HelyuktRgrm6Sml72Yya+amLVqqVEfYqXYI3HT49cst/cLNsjVtqFptHbQrC7NfU81Yp8fqXUssZ0y+vtFhdh02ff0pKinHtn0VmgFAxdFE23zeM7Nw8QtzLM8ZFKzQTRBC4Nmp63H5i/Pw/YaEWdZJe1m011nwGXWF2bCnHL99d4npvk7SXJYfrYnnprbig8XbHMlnLIf9Pvb+ANL/Sa8vwsTnZuNIlXvT+/S10nKVuEK3eWn/+tlK23Ne9+oCvL9IWzZqk7hds6+fozNC31CZNaA5pDUtOjW5e2lQ1Qp1i8FctdM18JdONs6qrO/ExIMB2fkFOJySSjV6YaodArWctiZ3A4cuP1CPJveWWaeR1QxQbAYBTlFCyHrNKa/HSiYjZ0qrZ2h3e/q246qX5mP0/02zrH9rd7lPhJQJWKFboIRTVIKLAM5eRKdOZ/pKu8IiQEaNEPFKtdsiWIkTxaWOdvejxQh5/f6apFGXk3tTl9GRquROhnIOr6NzzbXiJnfr/ZwGHynWOSjVqEYDdg2Dl7C7ZsdoQ5KSqcl9/qZSzejBi8lT3Qm45a0fXB+vyGkWR97IeVN9nKnJXTNCD7HJ3aGcgHtv8NpagRlr99h2WpTzvr9oG855KjnYkdG+gL3fjVN+87ZUb5zUv6PVtfh+vbXvitn7vGL7gXiwJvV8vVWQLacd0mQZ3E21hgFW6BYYPWhn8bmdvSBJWX4sRyGJl+W1OdZOZ24orTD22K6qqcUDc4/g+lcXaLY7UejqMrrn4+W4dPJczbx6sgnWjcS6azkcoTvtZOmfr9osbHcKR9GqTBxwjORQlgxJ8/fJym/7/sO4+IU5+P37S+PbnDY8C2Q/BuX8Tg4zUyq2HR3dcdsPHNEcl+oIPWUvdx9N9rZJdlyYxgHgtTlFuPrl+fjf8p2W+6nr9x6D5EHqLHxqeWeu3eNq1Yvdrk7u6+Epq3H5v+fh9TlFpvuYvc/jn54V98XQeLlbjtDdmdzj2w2mWsOSy8IMVugmCCSbCgFnPVCnDYReAdh5xPvVS1SfxWzevlpueZYVa52snCgttZxKesYylZeyvnhSiSTuNH2q006W3gKjNgvbzTY4S12rG6GbHKOuZzmRxFSHelSieH6rc7Q7HaGrQ9I6Nf9+YJLJy3YEZPK7XbhQ9TO1uq9URtjF+w97cpbUXF8lp52Xt1unuCK5I2wVQrikrBKLN++3PM+v3lyskiGx/b7PVuLTJdtNj3PmZOfcQgEAa+XQw3/5xDz+vpP3VWNyNxqhOzjXul2HHGVhM4pJEkZYoVtg1Ni6Sbhhe34XlUMyuTve3TFmJlYzr1Un96Y+JBEEwqOANjh90RwrdN3zVTsx2elrR0vnHJrc1YpB7YmsHpUYLd9xqpy1SyaBJVvtveN3HjBeL21032oLgHlKThuTu4GX+9bSCk1CHGk/743sec/MStnkXl2jLUsr3GbFc7K64SfPzsbKHdZTSuq85/rnscOis+BEzi+XJawHTiyYjlI8q2Tctq/CcMpMqevzN5XioMWyRquO9hlPzDD3cjcwuYdcn7NCN0MI44rnaISuqiBbDBog9TWsvqupdeAU5xQnddIsSpKTUSgZmMLcyq6fyzYjYjJCX73zYDyghNHv5ufTfldHpXJrWjbCqZe7eo7VzOS+X54uUT8jJxHI9NfNIZLCENvgZCSt8LN/JbyATZNf1Caub3deZY9THp6WlBAn5UhvqSp01fF2a5bjAWAATFuz24Fs0n+rgYSTd0X9TrqZYki+bvKxO1QdPSfr0H/Yss/0txXbD2BraYXmmY7+v2k49+lkv4Acklav2Hmce52OM5rySVdWR79ghW6B8Qjd/ji1V/zpj083zMhldn5TWXxU6E4QJnm6jaYh9BiZwtx6X49yGGwjESlOW5ZnPzkTYx+Jxb87bbP1ZZyISGffEfKS8Uk5RD83l6MfoSuKQLX96pelePLVqoeS69AUou50OumsqGUq2luuG/FZH2f2u22kONWBU1ebK79UG1mnxx84XKV5txWqVIW50ya7nvKc5xeV4rpXEv4pZlNfZgFjFm/ZZ5vJTxtAJvmcTnA2gFGb3O3PWW4RUGr807NwysPTnE3tRUhjHdGj3L/dyhy70K8Am9zrBMqzU1dpK5PmroNHMHv9Xsfxj/WVwyrsZq3wz9PSSftllo7TSSdE3Qioncr2Vxy19W7VyODwpVZfJ5VzAcnKRbsO3fpYR17uun3MlElEZ0ZXjjt4uApzNkirBqprk5+R06kNdXnkEDmcSpGuE300pvGktg/cYfy7PnyvHnVu7bs+XIbvVsXTPWDT3vK4GTbldeQOjp+zoQQXPf89Ln9xXpLyNfPut7qW3nFNXYZqRbx+jzTfrO8QX/jP73H6Y9Mtr6W+rYhvI/Rk3Hj5O8VpB1N/L0p+dO25bOqnA2fPuMd8vBNqL18QsEI3QUAYm9wtnuQZj0/HFf+e5/gabkYWtcI/pzin1wMM5tAdmdwTn9Uj9GteWYDLXZTPW/O32O7j2CnOsZe7/jjpf4Ts16GbKYaqmlp8tWInhBBJcgpNo6FVsgoRSgTSOVRZjcte1K73Xu3BKU7fCKu/7ys/ajgSNevM2nn+2nkRm4msnxdWLx8d92gsboZNt5d7ba3AZS/OjeeR1z/DKt0Q0KjdWLPzEJ76dl1cVv05tB7bie1Kp8ao7A9ZBKICtPWRTLbboW9yjIpKvc2vNspIRrVfBiBPRemnsAyOs2sbnDjF6bf5HRjIL1ihW2BUqayiuVk5Zizesg/b9mmDdjhdwqTIkkmTe2IOXbvdiV40c9xaZeO4o2e3wfIbPfFEHyYv5frdZfhqxU7HcePNvNxzIvaR4sx+f/q7dbjxP4sQW7PHUcAMvRwz1u7BU9+tsxNdOs5hQ6Nfi6yui1f8ex4uf3Eeqmtq8e6CRM5uc+c1jw2mvHmzQUZANzi1vkxZvtNwNO12jlX/HlbpehRGHdGznpyBJ75dixlyQCR9mUUM3hntNS1FNET/jOPbXUSKdG9y96eNUgIcqTuLar8MQLZc6Z1M1ZYOA/mMMDW516rPJTTbwrounRW6BUY999+++6Onc134z+8x+v+m2Z7fUI5agc+Wbs+omUcRzUuyhQgRyiur8c3KXdpIayb3u3BzqeF2J71gu7mt0x+fjhv/s8hR5wDQvqiLt+xDkexYFyH7zoyZDEqmsH0VR61jVJusu/7DB8uS9jVztHTa0MxSJaXRmy6VkTER4eGvVif2M3WKs76WUT2fs6EEO+X16He85+2dip/fgUL/ZEkxbnpjER79eo3B8Tbnt4kXUa07gZO6pr+m+pRGdcSLAlGXy7Z9h+OdMzcmd/07aHTkctXS1kwqOqMod0a35nkduj5+wv7DmC9n0VTf5pGqGkxZvsOBxOmHFboJQhibEu2cXtygNGh2vDJ7E4SQXsp0saWkQjNnuUGeu/PS4Y5ECHd/uAw3vL4QO+R7lBLHGO9/+YvGZng3oxK/nE/VDdKF//web87bEt/u3flL+i+FcLU6Xj3Ssb6WmaPl1n3ORrvK8wWsneLU6ViNOnfqKHVmGD2by16c69u75GQa6FY5h71RqlJ7k7v1uat0hTfHYLoi6Zwm1zxSVYMvliYrBy8jX/19/f6DpZbXNsJuGeS2fRX4emXCt0F5f8qOCsQcePGnQo7FIAFwESnOgcldCGDsI9PwS3k9v7qd+MeXq3DTG4vx4P9WaQL4BAErdAusKsLW0op4b614/2FHMdT16Ef7ZnVzh4niz2/oX7K8MY9Mw0XPfx//rihZT7HBKTnjGsF9iEk38a5TjfalYKZIncRyN0MTnEYlp37u1U3EMTOUuXY71LGocywSz2iX7iT/fs9H7tO1WlFdU4tPf9xu2FCbOY26UlAG5eo2eYce/XNcULTP1q/ALO7/3z5faWixWL3DmaOtGjdzw2bY1cMxD2utjsr789iiI7j2lQWOOnw1tQKfLCl2HQ/gu9W7HAZzsv7d7Fnoz62eWlF3sJTpgRemb8Tv3luKIAkkfWq2YOVsc4pckV++thCTXl/kKDGHZzlU527fvBHGHntM0vZ0sd2hFUGN0XxzUYm9otHPb7pRan6VhdkUQw4RDtu3TYYYJVkBgGd08+LaLFjeTZcf/1CMnwzu6PgcETJu5Geu26NZYpRDhM9+1EYV2+TguToltmY3Zqzdi5dnb3IVYtPNszca6bqNMrhxTzkOV9XghG6tAABVLrzc49e0mZ7R8+y09bjzrL7urmFqMXLTAdJ+1x+qv0aECGt3HcKmA7XG+xsI9cbczbj30xUor3SXpGlr6WFH/hfVNiaWWSYrb9QdAb3UR2tq8dmP23H+4I6a+mGU3CiTsEK3wKhR0bf3P391YdrlcJI8ICg6tWycFNiCDMzTZpm41Dz5rTbtqJP5uP0VkonLr4APZp2IVBSsOkiPWk79XKu6sbNad23Hbf9dgsrqGlxyYldH+5sl6Lj2FW0c//lFpfhQF/411ShrCkIIzfX2lRvnGDBCL8Ly4gOorhUY0qVl0r5GdcqJl7saxbv+iUsG47xBHdGldRPHS1Xj13TgiGWGk87Ol8t2oNhkis5NB8htvY9ECGeqUu3qO1BGZa2sp99nklfCisMWmRoFpMQ2Zp0kBaUN0WNVt49W1+LXb/+AguaNHIcozgSBKXQiKgJwCEANgGohRCERtQbwXwDdARQBuFgIsc/sHOnGMD6wAD5MIf2oFWYRn8zWq/vVmKaCsQOPtyQGeh8BJ43JXR8uQ4PciG8jdLN13Km8p7UmI3T9/al/s4s4Zse+iiocPlqDr1fuxEk922DF9oMYd1w7w32dePADidjxavzqVOpHWm4aRv2zP++ZWQCAoofGJ+1rNKVi9x4pqXr13P7fH7Gl5DCaN8pL+k0Im9wMNkv5rHCyjzp2ux6/vdw1+9slpzGQPaW13TZFoQRf8oL6nTBrz8orqzX3tHVfBWau24M9hypxwdBOnpyKUyHoEfo4IYTa3nEXgO+EEA8R0V3y9z8EIZgQ5i+OV093r6jF0KzxDsEI3Wh+f97GUk8KVm8aKy3XjmC/W7ULAzu1QLvmjTTb/XweZlaBVNadqlNmapYSaaJ3+fs8p67ejfmbSjUjfSMFByhz6N6uYzc/6ZToozHNd6POnOlIyo3XtsF57e7htv8uMf2tpLzS03MzDYfrZE44xXqSSmAZq+BXgDYMrBFG95fK2u79h5NH9aSsSEnxdXIW5lrbQdpfUYWrXpI6EU0a5OLsAe1TE8IlYXOKmwDgNfnzawAmBidKYv4naLVpNoIIgT435NMft3sygR+t1h7z3LQN8c9CCFz/2kL8zCZuc6qY9aidLnszQvHFINJ6uasbyz9+tMzVyMkOvTK3IhIhTBjS0XY/46Ai6amERilAH/kqeckZ4M5SZdRhm+PBoVV9PqtMX2akYnJPtZ7o3839FqZut5apb1dZ1znDEboS09+DGez2/yZ35v0K+hJbk7DMmFlp9EGZ1ATh8R7kCF0A+JqIBIAXhBCTARQIIZQ1GzsBFOgPIqJJACYBQEFBAWKxWFqEmzFzBg6VS73NsjIfHX9cyhuLxVC8I9G4VVZWYseOnYjFnM9E2F1T/btf5bnBobe1+rq79iSP9hV5lIZgS0lF2p45AKxetRLN961N2v6fuZs9n7OkRFIYK5YtRa6q0dpenJiPnrV+L2Z9/33SsX5iVm4bN6xHftsc2+P37tU6D5WVleFgmfmYIJXn9OS3zgLpxGIxU8dNo+vv3JGcKtRtwCM1O4q34cCBZA07fXrM0gdk1fb9mu+ffzsdmw7UYv8BcyWg3M8RVcfXS3uybp923lmdLU3PkcPa923BgoXY2cz5OPBfH01D+6YRtG8qHVNepVV+sVgMW7ZK7dvGDRuSjt9gsM0e6RqzU3yfSlV+HH8yWc2xbOlS7Ntv3CFau2Y1YmUbUFZWltY2S02QCn20EKKYiNoB+IaIVqt/FEIIWdlDt30ygMkAUFhYKKLRqH8STfki/vGUU07B9m++AgDU5jQA4H2EpkYjr+p6Zuxs0hO5+TsBSD3ERg0bon37tohGBzs6HgAGnXgyWjXJA6Z8aS6TfK64fA7P7RfRaBST180F9pYkbQekrEr4egpyIoSxY8ea3kuqDOzfH9GBHaQvPpVB8xatgJISDB0yRArBOV9aEtilS2dgS1F8v+HDRwLTpxmeww/Uz1nNccf2wYg+xwAzY5bHt23bFtiTWHOcn5+PRo0BmHR4M1GXPt/TCoDN9VUydOmsLfNU6datK7ZV7QUOajsFY8dGtSNOXRnoHbpfWJWDdbsPo3ubJgCMnbgGnXgyWjdtgINHqoBvvwYAtO0zFJgyy7G80WgUjTeWAPPsnVQBoFl+PqLRMXH5ex0/CHvKKjGmzzFo1bSB7bN9crHUbirTPf9btgNAYn4/Go3iu/3LgS2b0ffYPsBqbY70Xr16AatXOb09AECD3BxUH63B8JEnATFnSZ68MmzoEEzZsQo4kOzz0rF7b3Ts3RZPfzIHf7l0ZNJUYToIzOQuhCiW/+8G8BGA4QB2EVEHAJD/pzcygUNSMbeascahV+xdHy7TmH4AYMa6PZrAIHbc+J+FuN1iHjAs6NfzqlHMjNW1Iq05iVPxZjdD7eWuiaHuIfFNKnyypNhweyr3bGfutvMwTpX3F7lzUPU7ktnHPxRjhUGubrdTEZvlcrJa/nqz7OimLnPFAdANburZ6p2HNKbjy/89D7e+swS3vG3udGeGECIemEVNIhGU61MaorxXNakG+XfAfxdsNU3O89fPVmLD7jJ8vrEKJS5WbaRCIAqdiJoSUTPlM4AzASwH8CmAa+TdrgHwSRDyAemfnz7ryRn2O5mw62AlTrPJtKRmQdE+fLwk2dQYNo5avIDqRiid6+/TEbrSzMtdPy+X7rgCSrQ0PTlEnsMK2ykHdVa2MOD34/Wrs+/ED2DXIWlqIdV64nYO/u4Pk0MPz15fgs0uYxAsVEWiVHhj7mZNNEI9bgYuCkoHNRNOwx/9UGy5ZPGoPEjJ1HK2oEzuBQA+kh2QcgG8JYSYQkQLALxLRNcD2Azg4oDkS2tlcDJq6dG2aVK0NcBbbPV0Efcm9QmrAB3qRsyvNedGbCmtwDcrd+H0442XeHlBqUt6L/d1u7WNVTrvywrnnRgjD2XrI8psMoIxEsrI3KoKKM8pk17ugLGDIgCc6mJQARg7id3zsXWkwbfnb7X83QjFTyXdoWed8O+ZmwD4Z32wIxCFLoTYCGCwwfYSAKdlXqJk9Gn5/OKblbtww+v2wWiCDlDghLyciKtc0HZYm9wTjZA+uImf3P/5SgDAjN+N8+2ciugRso7lnonIf0ZYxXJXY6QHrGSeuc7YMzhTvD6nCFeO6KaZUshUnykdl1FuI5E4ydv9+NVxdFtfbZc4+jRYUZ73Xz9b6cv5UkEJlpOppDVhW7YWGtI1QneizAEpSUPYyfO502E1f6h+Hn/8KNkE6DcTnnM/N2mGWSx3PUEpdL3lwAz9HmVHhWWCFWU9blD85ZMV+FjnN/DZ0sxOPW0trUgKl2uFVR04Wl2L85+ZpUp45O39CyogVabqd5hylSvBsuq6yT302MX/TTfpzKzmF3m5EcBhnnEnOB2hZ4J9JkFMvKCO5W51H0Ga3J2Ur75BvmVqsHGrnVChq59m5uN0ccYT03GkynlbYjWQKJKj6U18bjYAacTu5e0LquOYqfodRusmj9ADJmB9nhXkmsVJ9YiVQg9DVDyvKA0ZkfV9BDdCNw+OocbIpyPsZDI/txqlON0oc8Bdh8PLvX27cldgHcdM1W+fmyVfSMfqGcPrZOQqWUjQI/RMYpR/2QkNcvyrpOWV1Zr0hArvLpCcYoJSdn6gdFSOVNVgrYVHbFANbQ6Row5s0JmkvGCXVz5dfLEs/aZ9LyPRX7y+0LdwvW6xrd8+1X+/Bxp+kKlpgPDdeUgIqz5PR724+S33a0oBINfH1nLMw9M0kZkUfv/BUuyvOBra5+EEJWreo1+txdNT15vuF1RDG3GYnCUbCWpViFFIUr/xan1wa+2at6nU03WSrpupEXr4LO4ZsxqwQjehKps1SIbI9fHNsQu8UBcUzqFK63n5oKxCOTbOetlMUCb3TOD11sLqFGcWq98tYRyh8xx6wHzp0QydbsLU7v75vH4ZuU7E4Rxv2FlebB0zPKg+pD7gTV0iyNGa16ksp3h1/gqq82Z33YMG6Xm9YJUjPSjY5B4wH5mEyQyadGW38oJZfm2/ySFCSVlmQicGyavfFwVyXaK6YQExIsgRutepLKd4VRJBdN6em7Y+acVBugijr0emnOJ42ZoJG11mC8sUdWGk6panp67DJz/YOxn1aZefFH0tm/h21S77ndJAjsPAMtlIkcvwpNmEV/+AIDpvj3y1Bm3zG2b8umEhU5YiHqGraNkkL2gRbLGKe1xXeWH6RssAJgp+OunVJ3JMcnrXBZymYc1GvFb3oJwv95ZlNgZAmMjU2nhuAVVcPrxr0CLYst/HgCdGCCFCZdZ3Q56Py+jqExGbgDfZzuQZXnJqh59MebkzqcNOcQGQzRX9uPbNfDmPEMDKHdbOW2Elj0fonrAzuZ+WIV+JdPGPL1cHLUJa8KokVm5Pzt3NpBdW6AFQl0cpThGArwlXMomfy+jqExEiDOna0vR37iiFE6+rs7xkMGNSg03uAXD1Sd2DFiFwhBB4b9G2oMXwRINcrs5eyIkQ8hua+8dms+WqLhOmJCSMNewUFwBdWjcJWoRQ8Na8LUGL4AkeoXvDTjFwsYaTuhw0p66RqYiFrNAZDdk8FmMvd2/YtTVBKg6/fEPcYOYz0MzCihEErM8ZPRlvAYmoCxFNI6KVRLSCiG6Vt99HRMVEtET+OzfTsgFAswZBXDV1/nHhQNfHGDUI2Tp/DrCXu1fsFHaQiiOIzsQJ3Vtl/Jpe2BDSWBlMcAQxpKkGcIcQoh+AkQBuJiIlhugTQogh8t+XAciGY1vlBHFZR1jNEQ/r6r4RGtWrbdK2t+e7M7f3PKap6+umC3be8kYY80crBCGb2RREXY2mx9QdMt4CCiF2CCEWy58PAVgFoFOm5TAjzI7ufrdtRvnH3QauCVMbF2bFFGbsii2ojGVAMM80QoS/TeiftL08Q6FLGcYrgU4KEVF3AEMBzAMwCsAtRHQ1gIWQRvH7DI6ZBGASABQUFCAWi/kqU3V1NYDMNSLHt45gVWmyEm2UAxzRtx8W2Tu8lMO+/fuTtm3YuNHx8bFYDGXl4YmbvHtXMKFTs52FCxagON+8b79n9+4MSqNlaIsKLMnwKqv2RzajWW396xx2zidsKwtRD70O4beeMiMwhU5E+QA+AHCbEOIgET0P4H5Ifln3A3gMwM/1xwkhJgOYDACFhYUiGo36KteTi6YAyFxPvEendlhVujP5h0gkKUbjyz8fgctfnGd4nmg0Ckz5wtW1mzVvAezT9pm6desBrFvr6PhoNIoGc6cChw+7um666NihPQpzy7Fwc1I/kLHgpJEj0L1tU9P6U1BQAOy0j6WfDsacOBivLF+Q9ut0aNEIOw5I4YXPP3OctNHF+9Q4F5gwtAveWeCu93HjmJ54YYbzTnQ6adK0KVCWvbkQwozfesqMQCYdiSgPkjJ/UwjxIQAIIXYJIWqEELUAXgQwPAjZMt0/bWAy72tk+j/ZYM7bLXPuPhWA5OhkFL/b6TyhYgoNU5jYCBGuG9XD07F3nHGsz9JkD2Fe/pSppYiN8lLznTmnRx5+Fe3t+rjwvD3A7846LmgRMsb9Ewdovp8/uCOGWQRXyhaC8HInAC8BWCWEeFy1vYNqtwsALM+0bEDmXzCzpVbpUpSKw08OEaoNTPgb9jjrof/neqm/FaagI6nkTc9UesMwYhdx7Ix+BZkRxIBMBU9paOBwevrxzkPeRuDNaS5M0Sk7t2octAgZQ1/u157cDb8+tU9A0vhHECP0UQCuAnCqbonaw0S0jIiWAhgH4PYAZMu4RjfzzP7jucen9bqRCKGqOvlmP1+6w9HxirUglfbIqBFNhRwizx2hscce46ss2YTdCL1xiqPXVMiUQ57Re3jpic6TNRF5C0wVIn1er7z49dbJCJHh/d88rpftuZo0CM/KqIzPoQshZsHY6yyQZWp6Ml2lfzm2l+FSsa7pilonl7zZCN0tqVgSciMEPxMqRkymEewY2bM1DlfVXw9mO4V+Sh/nUz1DurTEkq37U5QoQaa83HNzCM9ePhSrVImJ9MVy/egeeGnWJsPjibzJKkJkdK8v+vy5y4dhxwGt309OxDiFcLc29stywxSClxfu6riwT2Zzondp3Ri3n548f5uunnt+w1xcUtgFb/xihC+BKVKR029zfcQma5gZo3q1DZXpc+7dp2X0enZ6yM38st/BfTIVWiAvEsF5gzpaziNbmaTJ48oYv16BiUM6pnyO+qLQxw/qkDQaNxuhO/HhCNN0HSt0HS0bZvbhEBFuPT157sbNqMgNORHC//10EE7o5k80LC8jYgUzA8H4gR1w6YldbI/vpQtqEyFveb1zcyIhGicBBc0bZvR6fjZIfpvII0S4Z7z/00/jB3bQfM/LTZbb7FZ6HtMU157cXbPNaxH65SszYUjqoTzqisl9SJeWtvvomwmzFMJOglWFSJ+zQtcT1EDt7RtGar6beb+nit/mIXUjMGlMT1fHXnRC56RtrZrk4bkrhjla/qO3MBC8NUp5OeR6dHLT2F6+jIqMyHQgFz/rhN+NW06E8ItT3NUrJzx3xTDN91wDz0CzUfeoXm1x30/66/b1hpP2ZvJVJ9juY2VFOdOhU2NdUeg/K0xuV/RcPkLrH5HKCD1MAa1YoevIZJX+8Fcnxz+f1KtNRuTwu/Kp34EIkSul3tTAmcTrsjNAngfTvZS/PtV+KVFeTsT1XOaQLi3w9wvcx88PI34uW/N7CVy/Ds19PZ+au85JmNedTBUoVcvoHVJu+wHdcig7nCjRM/u3dyCb+XmcDlIyNZi588xjMdjBKNorTRvYu4Y1b5Q8tWpkbXRivQoykqIeVug6MtlJtYq/nq5Onx+VTx1TXmmQzupfgF+O7eXKO9+oqFO570iEUF2jPeupJpmz1OTlRFz3oCJEoTLTpwJZtAK/itp7+WrOZfP8OrV0tzTKKoNeqp1Ttdm8f8cWyTvoTn/JiV1wwdBO+M1pyVNkyq69jsl3JYNfdchKGTs163s1//fv2BwP/3SQ4/1vObUPxqRpShHwVi+IjNt+Jx1UdooLMWZV+laDlzidEBGeunSIq2OuH+19dOuGRiqF/u6NJ+EXo3vgX1eegBZNUncoTKXDEaHk+PROXu7cHPfK2cwrVsFuqddZ/YNb263QrGEufjG6h2Va0BtcmrsjRLhxrPkxAzolRtzjB3ZImst2g1Hn8aJh9uZWBfXzMxqhH1bFbj93YHs0bZiLJy4ZgtZNk1MyKtXsu1Xuwg/7NYdutmLFaRvywMQBnkfoFxd2wcWF9j4vao4a5JHwizMt3q0Lh5r7GhiO0B00R2xyzxLU3ueZeGj6efTTjnfX6Pdoa7zEwm/P44YqZTWgUwvcc14/14r44sLOuPPMvknbUzHZ5hChsc6M7+R8DXIilpaZpy4dgocvGoQXzkgsJcyJJNa8G00d/Po091HDMs0DFwwwfHZtVArLqcPcrD+Mw2XDu+KhiwbhBIeZ/+465zjXQWtayZ3G3IhxzIHHLh6Mf+rmx81Qm7uvNZjq+a/Kj+OfV1jPYyulZJTwyAq9Rckr6rNMUPl2TBjSCQ9cYD0N8OzlQ3HlyG6e59C9OFV6uW+nnZOGuTk4qWcbw98eusjYkkAwXnUTiVCS823yPsmR54KCFbqOYxonKmeuShE6Uej3nd/Pdh8r9PPobh3j9NVx/KAOuHFMTzx5ydCU5NLzxW9GezpOHV714Z8OTlK+gDeTe2G3Vri4sDNuMJi/z4kQfndWX5zYvRUe/dlgw+OlEbq29H4jz703b5SLCUM64eITu6Chrj60aJyHG8f0xAcqX4jEfVjfyN8m+NsAnNW/wLEiU9B78DZvJI3Un7k8UV+chl7t3KoJHrxwIDq1bIxo33a4cJjxSEh9351bNXbsu6CsylCmqc7q3z7JsUnhXIej/nyVZSLfwErhZgWH8rirXA5z7fZ2GvBodO+ECfupS7Xve4cW1tMc5w2SOgCKQm+UFzFcStvGwDIBeDM5V1t0fN76xQhcNjx5xG/nyX9Ct1ZxS+qL1xQa7mOVgtqog5hDZLu8N0KEq0Z2w5OXDMGdZx6LK0dq66XP4ylrWTJ3qexAPVpRj2zV821GEc5+PqoHuqlGyG9cP8LyOqc5mNs1wqpC6tveU/u2w93nHp/yeu+8HMLN43rh01tG4den9ka7Zo08nceJFIoiNHqhzVi4eR8e/ulgNGuUh4uGddYsecuJEG4e1xvv3XQyzhtk3NCP69suqUf/2zP7ouih8Vh631mGx+QQgYhw97nH47j2yY5bdo1cQfNEGVo5Ul1zUjfL8/xcHlnmN8xzrMgU9Ar92IJmALQe3046sl1aaxVGg9wIHr94CEb0aJ20b0HzRih6aDyKHhoPIuerCxRl891qKfPbF8t2oInK+el3Z/XFv6607tDoHezsrEpuRtvKmY66SD/81g0jbKfynHao7JZXtWuWvBTy3vP74dXrTox/H969Na4a2Q1T74gaLqW1k/G5y513KDu3Mg+c1a55Izx4ofM5eYVhXVvidnnQYNRBs4LI2A9BX/+vGNEVN43thVdU5aa0WROHdsItp/bBAxMH6s7hSpSUYIVuQY6qYWuqqiD3nCeNxIeqgvn/5fx+Go012sbpY1Rv49/f+sWI+Lpbo/bmI9VoUD8iu2hYZ1w2vCvGyL16pTKmGjTl7AEd8LuzjsOgzi1xh4GZ3ClK4z2yZ3JDrygFJWJbm6bO12Kry6lRXo7GrOakOWyQG7F0vjLCrkitFOGgzloHrMuHm4cY/avNSL5ve8kJy+xyH/zyJM33oofGxz/rp2KUhkldFE6mLPJMgsEf176Z7bFOsSvvy4Z3xdkDrDs0bkN0HjpS7XhfpZi6uYjweHKvtpbBaq4c2RX/uNB+JYUTf4x3Jo1M2nbdqB6I9k0MLHJzIrh/4gB0NHFcNKvTyvbxgzrE3+Ph7Y3LWpkWvGKkeZ1XzvfG9SPQTLYaKdaj4XIn0Wiay6quPvzTQXj28qGmvwMJi8xlw7vGO6P6U/79goG465zjME5VbnZ9rqMZDELJCt2A4+WefCsTJy9lTsWsF+ikd7h650HD7Sf3bmu57lbtjfvDFm2a0EZ5OXjwwoFoLcutfwH1DkPHFjjzyL1qpPUo0SmKohjRIzEa/uTmUbjjjGOxtVQKxfjZj1KaTjdWPKtRzJ4y++CyXubt9WU7Xjf6NzMHA8DkqyRz4FOXDsEzlw21nYPUZ4FS36+i6MzuYWCnlobbgeRO5eOXDMZ1o7pjSJfEHLhR2fYtSCjqY5o1xEvXnpi0j5r7zu+H+ycOwGs/t06g+A+rZYA2Q3knT/DXLh1bV+4wfkcVHlF5disDc6NnWdC8oWlMcCLCpgfPxY0G00UPTByoseSYsXaXfUKlnsfkpxw3wcySpJ6a/Ob2sbhiRFdc078hGuVp1UvHFo0w7c4oAKBJg1xTK5xi3Rrdpy3m3H0aLh/RFXPk6InKbw//1GD6zKISXFzYJT61oKB+R3sdkx9vc9RxKXKIbFfKOAk+kynCI0mI6N1OUnT6Rvu/k0biz+f1w4gebXDdqO54RFepTunTFtee3B1T7xyr2f7tb8cmvbBuneyMnDzMKtKfz+uHq0/qhrPk9avnDuyAq0Z2w590EbeszF4A8PCYxvjF6B4oTCGqnDqoxXWjeuDKkV01a9UHd2lp2NDeONZ6udT7NyVGnlYKWV1GahPqb07tHR+hepm31z+/zrpRTaO8HJw70Hj9cKumUodrwpBOOH+wfSP73BXDcN2o7vHRiRJF8DxVCEuzToFRPYvEGy5t/encqgnuPb+/5hij8yqjJgC4Z/zxps6Y8c5GRJpjNJoPVhrOC4Z2Qrc25vVx+XZr5eqkT3aKiVXMDLMpGoWfqTy71+6ThmFG1rC+7ZtrQsr+44KBePKSIfHvytSNFf07SoMMowiPPx/VHQDwp3OPx3vye/H4xYPxryu1jnx/Ps+dj8+TlwzBT1T1c2QvY0cz9RRNo7wc/P2CgWiaR0mWm9d105APTByY1LYM6txCM4WT3zAX/7hgYNxCqtR3o5UG+s6nnTNwW9U5iAgXDeuMK0d2xR1n9I1nIMyJEK6QFb96hYYapYMeBlihG6BUGv0c24iebXD96B7IiRDuPb8/2rfQ9p5zcyK47yf9k+aYe7fL1wSxABLzlVaoByV6My0gNcj/uvIETeMAAG3yG+JvEwbE59sb5EqmNP1LYDcybdckgnvO65dSaNDuqsa+acNcPDBxoGb6Qo+iZOysHIXdE2Z7K78C9UuuPudvz+yLT24ejTvOODb+nJs3cj7vpi+6V2YXJe3TKFdrFvzfrafgttP7oGGuven3+SuGxb16O7RojHvP7x8fgFx9cndcNbIbHrxwoGqELv1/4pLBeEEVWczo0X3269Ge879PGNJR45NhVYfM3iM1ypkI1kFWzBzU2uY3sL2Ggtt63MxBfVCc0fq1kZ7pyQadhg27tSPo8YM6YKLF8ikjnr/iBNw4tifuPic51rxSn24Y0xMnyu/FhcM64+wB2g5lm/yG+PSWUY6vOXFoJ41fRsNcY2c5s8HJe7rpHmWgpD5OPT3WNr8BPr1ltHV9kauBfpeurZvgl7p89J/cbO28e7UufG+jvBw8MHEgWjTJw+MXD8EvRvfAsK6t4u2Lme9QV4uOaKZhhW6A4u0YIeCVa0809Y52A5Hkbe0GtaIyisDWIDeCswe0d904KPzjwvQutbjmpG6OIrUBwMzfjwMAvG0w12eGsqbUqlzVo1B9Q9GvY3ONdeAWWVYnebD3V1RpvhtNI5+jc1I7vkNz3GbQIBpxzsAOSV69SmPWJC8H908cgGaN8uIjQkWxXjC0c9wyA0j3rA/92b9jC9fmZ4WhXVpqlKteaajRdzaMUB5PrkdX4LdvGIlbT+uT1BkzWw734IUDbR1WFS6Up6isLAfHyM5mivhGyq14vzazl1l5KFa435zWB/dP0IaW7dqmCe4+53hDZeemo+I298JpqnchR8478dCFAzV+MGYjYSNn0WQS8hjN8+tROn05EYo7Of7n+uGY8ftxSYOAfh2b45ObRyUNphSsfCo6tmwcH8yc3Kstrh/dAw858GdQeMnEyz7dZDx9ajYgVPOS42zmTx68cKCpI8w7k0Zivap3fvO43njkqzUA3IdZzDcYLZzmQPFY0a5ZIyz+8xkYdv83ABL3cvm/56V03kd/NhjHNGvoKsd4l9ZNNA5bAPC3Cf3xl09WmB7zl/P7oWWTBpZ5q90oiqtGdsf2/Uccdbz0Tjm/PrVP/NkqWFkOvKDcS45mDl0kbdPTycLxyi2XDu+Kdxdui3+3mj9UOsZWmcjGD+yIZdsO4jen9UazRnm44ZQeOLl3W1z3ygLD/cceewymr90T91noU9AMt5+RbO168epCdL/ri6Ttl1k4IOpRlo22aGweMElvhRjUySDinA4zq4byfE/u1QYjTdZRG60VcRNnwu1ac/XzVerYpcO7oqT8KOZuLNVs94LSDvZul4/e7eytlrWqwdYLV52At+dv0SzZ0zO4S0vTMLPVDhvhnAi5nq5QxxD5x2j/3j87WKEboK40dlg1ECN7Jr+Y143qjldmF7mOEGXUKPrhjKE2w7tp7Kz4qUHSFS9cfVJ3S4XeskkDaXWBBW7WyDZukJOUdENPfsNclFVWJ3XIrh/dAyVlR9GuecP4PKdVQ+OFxy8egle/L9KEDFYaU6fTDqnSKC8HeQ47Kk7eowa5Ec0z/NP4fthcIq37Vc+ltm7aAKXlR3HT2F7o3S7fseUnFRTFaxUPIm6FUI6JEAZ2aoFlxQfi+3SQp+a6tm6CLaUVplNOj/5sMF6evQnDVdNJTnCzXPFotfsVL0pURLV1QP1apdIOCQdWHDXKtSJE6NK6CX5/tnm6WzuM4rm74ZGfDrJc4//OpJHYuKccHQ9vTOk6bgidyZ2IziaiNUS0nojuCkKG2vg8jf8RAbzmTTZqsHuaOCPVRe4809ucr9+5ipXUjPqRTqO8HPzl/H64aWyv+DxmToRwyzhJ8dg5WDmhfYtGuOuc4zT3dHFhF1w/uodhfHGFO2WLw/9uPSVlGQDgjeslb/VHx1qPPJTG1+2SQLWFTEExezfIjeDP50mWmXQzoFNz3DyuF56+zHy5U17capLY9uGvTsYNp/SIL9vbceAIAGDG78clWaHUFDRvhLvPOd6yzqrbpD+cfRy+vn2MK4VaVul8KZ7C578ejT+eq1Wc6nYslRG626RIT146BDeP64XBnVt6vqZf/Kywi+Xy5JE921iudkkHoRqhE1EOgOcAnAFgG4AFRPSpEGJlJuVQeuR+h0wFEF/KkUqI0y9+MxrzNpaGKsuPFQ9fNEjjHOeFW07tg0e/XgtAamDs+PfVhbj93SW+d3rcrmX+ZbQXKqtrUlq/b0WjvBxbc2DD3BxLReKWZo3yUPTQeMRiMcv9fn/2cWjaMFcTitQN6nj4SjAnP60Ndkh+L9YjwD+P74dj8htiWKOd8W15ORH8aXw/XPXSPKzeechXmYaoFNkvXSbOAaCxHDjl+A7N40t5FdRNTyrPRGkH7XIfKHRo0dj2mbjhgYkD0K9j+jL6ZZpQKXQAwwGsF0JsBAAiegfABAAZVej3TxyAbm2aYOyxqc1RG3HzuN6orhWOe26vXHciKiq1kQn6d2xhnB3KI/+6cpjGAvD+TSdh455yoHyDL+e/+ER3iRvUPPzTQfFlUZ/cPApLiw9ggIN5ytP7FWCZQZS3wV1aYojBigGnPHjhQPRul28aGEhP04a5+NN4+/m3fh2ao2PLRrbhLZ3y5/P64VN5Tb8Xurdpgq37Es5cT1wy2NGaaDUtGue5yr6n0K1NE/z2jGM14WOfvGQo3pq32XC1hxnXnNQNpRVVuGJEV2zbd9hwn5evLXQV3U1Pq6YNcPe5xyMWS07KMvmqQhz/lymY9Ydxns+vJxKRkja1zXceeEnNb07tjae/WxcPPuWV045rhxXbD6JxXiRJ2av58d4zMfivX+OvJlNZfdrl47bT+2iWAGaSK32KsREWyK9sP35ARD8FcLYQ4hfy96sAjBBC3KLaZxKASQBQUFBwwjvvvOOrDGVlZcjPd5cCsa7CZaGFy0MLl0cCLgstXB4J0lEW48aNWySESHKlD9sI3RYhxGQAkwGgsLBQRKNRX88fi8Xg9zmzFS4LLVweWrg8EnBZaOHySJDJsgibU1wxALXtpbO8jWEYhmEYC8Km0BcA6ENEPYioAYBLAXwasEwMwzAME3pCZXIXQlQT0S0AvgKQA+BlIYT5QmSGYRiGYQCETKEDgBDiSwBfBi0HwzAMw2QTYTO5MwzDMAzjAVboDMMwDFMHYIXOMAzDMHWAUAWWcQsR7QGw2efTtgWw1+dzZitcFlq4PLRweSTgstDC5ZEgHWXRTQiRFO4vqxV6OiCihUYReOojXBZauDy0cHkk4LLQwuWRIJNlwSZ3hmEYhqkDsEJnGIZhmDoAK/RkJgctQIjgstDC5aGFyyMBl4UWLo8EGSsLnkNnGIZhmDoAj9AZhmEYpg7ACp1hGIZh6gCs0GWI6GwiWkNE64norqDlCRIiepmIdhPR8qBlCRoi6kJE04hoJRGtIKJbg5YpSIioERHNJ6If5fL4a9AyBQ0R5RDRD0T0edCyBA0RFRHRMiJaQkQLg5YnaIioJRG9T0SriWgVEZ2U1uvxHLr0QgJYC+AMANsgpXG9TAixMlDBAoKIxgAoA/C6EGJA0PIECRF1ANBBCLGYiJoBWARgYj2uGwSgqRCijIjyAMwCcKsQYm7AogUGEf0WQCGA5kKI84KWJ0iIqAhAoRCCg8oAIKLXAMwUQvxbTgneRAixP13X4xG6xHAA64UQG4UQRwG8A2BCwDIFhhBiBoDSoOUIA0KIHUKIxfLnQwBWAegUrFTBISTK5K958l+9HRUQUWcA4wH8O2hZmHBBRC0AjAHwEgAIIY6mU5kDrNAVOgHYqvq+DfW40WaMIaLuAIYCmBewKIEim5iXANgN4BshRH0ujycB/B5AbcByhAUB4GsiWkREk4IWJmB6ANgD4BV5SubfRNQ0nRdkhc4wDiCifAAfALhNCHEwaHmCRAhRI4QYAqAzgOFEVC+nZYjoPAC7hRCLgpYlRIwWQgwDcA6Am+Xpu/pKLoBhAJ4XQgwFUA4grf5ZrNAligF0UX3vLG9jGMhzxR8AeFMI8WHQ8oQF2Xw4DcDZAYsSFKMA/ESeN34HwKlE9EawIgWLEKJY/r8bwEeQpjPrK9sAbFNZsN6HpODTBit0iQUA+hBRD9lx4VIAnwYsExMCZCewlwCsEkI8HrQ8QUNExxBRS/lzY0iOpKsDFSoghBB3CyE6CyG6Q2ozpgohrgxYrMAgoqay4yhk0/KZAOrtShkhxE4AW4mor7zpNABpdabNTefJswUhRDUR3QLgKwA5AF4WQqwIWKzAIKK3AUQBtCWibQDuFUK8FKxUgTEKwFUAlsnzxgDwRyHEl8GJFCgdALwmrwyJAHhXCFHvl2sxAIACAB9JfWDkAnhLCDElWJEC59cA3pQHihsBXJfOi/GyNYZhGIapA7DJnWEYhmHqAKzQGYZhGKYOwAqdYRiGYeoArNAZhmEYpg7ACp1hGIZhMoCbxFdE9ISc5GYJEa0lov12x7BCZxgGQDwz1K/kzx2J6P2gZWKYOsarcBiISQhxuxBiiByV8RkAtkGtWKEzDKPQEsCvAEAIsV0I8dNgxWGYuoVR4isi6kVEU+T49zOJ6DiDQy8D8Lbd+TmwDMMwCg8B6CUH0FkH4HghxAAiuhbARABNAfQB8CiABpAC7lQCOFcIUUpEvQA8B+AYABUAbhBC1MsocgzjgskAbhJCrCOiEQD+CeBU5Uci6gYp0ctUuxOxQmcYRuEuAAOEEEPkzHLqCHADIGWaawRgPYA/CCGGEtETAK6GlHXMsmFiGEaLnPTpZADvyRH2AKChbrdLAbwvhKixOx8rdIZhnDBNzgd/iIgOAPhM3r4MwCCHDRPDMFoiAPbL8+RmXArgZicnY4XOMIwTKlWfa1XfayG1I04aJoZhVAghDhLRJiL6mRDiPTkZ1CAhxI8AIM+ntwIwx8n52CmOYRiFQwCaeTlQzhG/iYh+BkhZ6ohosJ/CMUy2Iye+mgOgLxFtI6LrAVwB4Hoi+hHACgATVIdcCuAd4TDpCo/QGYYBAAghSohotrxGdpWHU1wB4HkiugdAHqQc4T/6KSPDZDNCiMtMfjJcyiaEuM/N+TnbGsMwDMPUAdjkzjAMwzB1AFboDMMwDFMHYIXOMAzDMHUAVugMwzAMUwdghc4wDMMwdQBW6AzDMAxTB2CFzjAMwzB1gP8HshvEHtlCkPoAAAAASUVORK5CYII=\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #13:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1250\n",
+ "\t interval: 100\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "799345.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.040690104166664 MB/s\n",
+ "\t avg Osd Queue Size: 0.5001873370183578\n",
+ "\t avg BlueStore Latency: 1.4158239688236738 ms\n",
+ "\t avg KV Queue Latency: 0.6159949804010775 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #14:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1250\n",
+ "\t interval: 500\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "800133.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.0919921875 MB/s\n",
+ "\t avg Osd Queue Size: 0.5003758700783048\n",
+ "\t avg BlueStore Latency: 1.4094653762409508 ms\n",
+ "\t avg KV Queue Latency: 0.6141558433342312 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n",
+ "Simulation profile #15:\n",
+ "\t time: 60000000\n",
+ "\t targetLat: 1250\n",
+ "\t interval: 1000\n",
+ "\t downSize: 2\n",
+ "\t upSize: 1\n",
+ "\n",
+ "\t Simulation running...\n",
+ "Using CoDel algorithm ...\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "L1 Compaction\n",
+ "L > 1 Compaction\n",
+ "L0 Compaction\n",
+ "L0 Compaction\n",
+ "799626.0\n",
+ "\t Simulation done\n",
+ "\n",
+ "Results:\n",
+ "\t avg Throughput: 52.058984375 MB/s\n",
+ "\t avg Osd Queue Size: 0.5011552181783506\n",
+ "\t avg BlueStore Latency: 1.4083113453369933 ms\n",
+ "\t avg KV Queue Latency: 0.6133741468058143 ms\n",
+ "\n",
+ "\t Batch Size History:\n"
+ ]
+ },
+ {
+ "data": {
+ "image/png": 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\n",
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {
+ "needs_background": "light"
+ },
+ "output_type": "display_data"
+ },
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "\n",
+ "=========================================================\n",
+ "\n"
+ ]
+ }
+ ],
+ "source": [
+ "targetLatSettings = [250, 500, 750, 1000, 1250]\n",
+ "intervalSettings = [100, 500, 1000]\n",
+ "batchDownSizeSettings = [2]\n",
+ "batchUpSizeSettings = [1]\n",
+ "\n",
+ "runSimulations(targetLatSettings,\n",
+ " intervalSettings,\n",
+ " batchDownSizeSettings,\n",
+ " batchUpSizeSettings,\n",
+ " )"
+ ]
+ }
+ ],
+ "metadata": {
+ "celltoolbar": "Tags",
+ "kernelspec": {
+ "display_name": "venv",
+ "language": "python",
+ "name": "venv"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 3
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython3",
+ "version": "3.8.2"
+ },
+ "papermill": {
+ "duration": 21.863495,
+ "end_time": "2020-02-09T21:21:22.918280",
+ "environment_variables": {},
+ "exception": null,
+ "input_path": "/github/workspace/experiments/latModel/latModel.ipynb",
+ "output_path": "/github/workspace/experiments/latModel/latModel-out.ipynb",
+ "parameters": {
+ "lgAdd": -1114.3,
+ "lgMult": 820.28,
+ "mu": 2,
+ "sigma": 2,
+ "smAdd": 8.33,
+ "smMult": 62.36
+ },
+ "start_time": "2020-02-09T21:21:01.054785",
+ "version": "1.2.1"
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/experiments/latModel/latModelValidation.ipynb b/experiments/latModel/latModelValidation.ipynb
deleted file mode 100644
index 979d771..0000000
--- a/experiments/latModel/latModelValidation.ipynb
+++ /dev/null
@@ -1,84 +0,0 @@
-{
- "cells": [
- {
- "cell_type": "markdown",
- "source": [
- "# Latency Model Validation for the RADOS Simulator"
- ],
- "metadata": {
- "collapsed": false,
- "pycharm": {
- "name": "#%% md\n"
- }
- }
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "outputs": [],
- "source": [
- "from scripts.latency_model import LatencyModel4K"
- ],
- "metadata": {
- "collapsed": false,
- "pycharm": {
- "name": "#%%\n"
- }
- }
- },
- {
- "cell_type": "code",
- "execution_count": null,
- "outputs": [],
- "source": [
- "\n"
- ],
- "metadata": {
- "collapsed": false,
- "pycharm": {
- "name": "#%%\n"
- }
- }
- }
- ],
- "metadata": {
- "celltoolbar": "Tags",
- "kernelspec": {
- "display_name": "Python 3",
- "language": "python",
- "name": "python3"
- },
- "language_info": {
- "codemirror_mode": {
- "name": "ipython",
- "version": 3
- },
- "file_extension": ".py",
- "mimetype": "text/x-python",
- "name": "python",
- "nbconvert_exporter": "python",
- "pygments_lexer": "ipython3",
- "version": "3.7.6"
- },
- "papermill": {
- "duration": 21.863495,
- "end_time": "2020-02-09T21:21:22.918280",
- "environment_variables": {},
- "exception": null,
- "input_path": "/github/workspace/experiments/latModel/latModel.ipynb",
- "output_path": "/github/workspace/experiments/latModel/latModel-out.ipynb",
- "parameters": {
- "lgAdd": -1114.3,
- "lgMult": 820.28,
- "mu": 2,
- "sigma": 2,
- "smAdd": 8.33,
- "smMult": 62.36
- },
- "start_time": "2020-02-09T21:21:01.054785",
- "version": "1.2.1"
- }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
\ No newline at end of file
diff --git a/scripts/optimization.py b/scripts/optimization.py
index 07c6cbf..1edc32a 100644
--- a/scripts/optimization.py
+++ b/scripts/optimization.py
@@ -14,7 +14,7 @@ def __init__(self, optimizationMethod, model, time):
def runSimulationAndCalculateError(self, paramList):
targetLat, interval = paramList
- throughput, osdQueueLen = radossim.runSimulation(self.model, targetLat=targetLat, measInterval=interval, time=self.time)
+ throughput, osdQueueLen, _, _ = radossim.runSimulation(self.model, targetLat=targetLat, measInterval=interval, time=self.time)
return self.error(throughput, osdQueueLen)
def error(self, throughput, osdQueueLen):
@@ -28,8 +28,8 @@ def error(self, throughput, osdQueueLen):
print(f'Error for ({throughput}, {osdQueueLen}): {osdQLenError + throughputError}')
return osdQLenError + throughputError
- def optimize(self, targetLatStartPoint, intervalBoundsStartPoint, targetLatBounds=(500, 5000), intervalBounds=(1000, 200000)):
- throughput, _ = radossim.runSimulation(self.model, targetLat=targetLat, measInterval=interval,
+ def optimize(self, targetLatStartPoint, intervalBoundsStartPoint, targetLatBounds=(50, 5000), intervalBounds=(100, 100000)):
+ throughput, _, _, _ = radossim.runSimulation(self.model, targetLat=targetLat, measInterval=interval,
time=self.time, useCoDel=False)
self.originalThroughput = throughput
print(f'Original Throughput: {self.originalThroughput} B/s')
@@ -49,9 +49,9 @@ def optimize(self, targetLatStartPoint, intervalBoundsStartPoint, targetLatBound
help='filepath of latency model (default "latency_model_4K.yaml")'
)
args = parser.parse_args()
- targetLat = 1000
- interval = 50000
- time = 5 * 60 * 1_000_000 # 5 mins
+ targetLat = 100
+ interval = 1000
+ time = 10 * 1_000_000 # 5 mins
optimizer = Optimizer('L-BFGS-B', args.model, time)
res = optimizer.optimize(targetLat, interval)
print(res)
diff --git a/scripts/radossim.py b/scripts/radossim.py
index 6e36454..1ca0f38 100644
--- a/scripts/radossim.py
+++ b/scripts/radossim.py
@@ -5,23 +5,37 @@
from functools import partial, wraps
import math
import argparse
-from latency_model import StatisticLatencyModel
-from workload import OsdClientBench4K, RandomOSDClient, OsdClientBenchConstantSize
+from scripts.latency_model import StatisticLatencyModel
+from scripts.workload import OsdClientBench4K, RandomOSDClient, OsdClientBenchConstantSize
+from scripts.simpy_utils import patchResource, VariableCapacityStore
import pickle
import matplotlib.pyplot as plt
+
# Create requests with a fixed priority and certain inter-arrival and size distributions
-def osdClient(env, workloadGenerator, dstQ):
+def osdClient(env, workloadGenerator, dstQ, ioDepth, ioDepthLockQueue):
+ with ioDepthLockQueue.put(0) as put:
+ yield put
+ requestIndex = 0
while True:
# Wait until arrival time
timeout = workloadGenerator.calculateTimeout()
if timeout > 0:
yield env.timeout(timeout)
- # Assemble request and timestamp
request = workloadGenerator.createRequest(env)
+ requestIndex += 1
+ if requestIndex < ioDepth:
+ request = (request, False)
+ else:
+ request = (request, True)
+ requestIndex = 0
# Submit request
with dstQ.put(request) as put:
yield put
+ if request[len(request) - 1]:
+ with ioDepthLockQueue.put(0) as put:
+ yield put
+
# Move requests to BlueStore
@@ -30,37 +44,28 @@ def osdThread(env, srcQ, dstQ):
# Wait until there is something in the srcQ
with srcQ.get() as get:
req = yield get
- # Timestamp transaction (after this time request cannot be prioritized)
- req = (req, env.now)
-
with dstQ.put(req) as put:
yield put
-def kvAndAioThread(env, srcQ, latencyModel, batchManagement, data=None, useCoDel=True):
+def kvAndAioThread(env, srcQ, latencyModel, batchManagement, ioDepthLockQueue, data=None, useCoDel=True):
+ bs = batchManagement.batchSize
while True:
batchReqSize = 0
batch = []
with srcQ.get() as get:
req = yield get
- ((priority, reqSize, arrivalOSD), arrivalKV) = req
- req = ((priority, reqSize, arrivalOSD), env.now)
+ (((_, reqSize, _), _), arrivalKV) = req
batchReqSize += reqSize
batch.append(req)
- if useCoDel:
- if batchManagement.batchSize == float("inf"):
- batchSize = len(srcQ.items)
- else:
- batchSize = int(min(batchManagement.batchSize - 1, len(srcQ.items)))
- else:
- batchSize = int(min(1023, len(srcQ.items)))
+ batchSize = int(min(len(srcQ.items), 1023))
for i in range(batchSize):
with srcQ.get() as get:
req = yield get
- ((priority, reqSize, arrivalOSD), arrivalKV) = req
- req = ((priority, reqSize, arrivalOSD), env.now)
+ (((_, reqSize, _), _), arrivalKV) = req
batchReqSize += reqSize
batch.append(req)
+ # print(len(batch))
aioSubmit = env.now
timeout = latencyModel.submitAIO(batchReqSize)
yield env.timeout(timeout)
@@ -75,56 +80,26 @@ def kvAndAioThread(env, srcQ, latencyModel, batchManagement, data=None, useCoDel
latency = latencyModel.applyWrite(batchReqSize)
yield env.timeout(latency)
kvCommit = env.now
- # print(kvCommit)
- if data is not None:
- for req in kvBatch:
+
+ for req in kvBatch:
+ ((((_, _, _), releaseIoQueue), _), _, _) = req
+ if releaseIoQueue:
+ with ioDepthLockQueue.get() as get: # release lock on ioDepth
+ _ = yield get
+ if data is not None:
req = (req, kvQDispatch, kvCommit)
data.append(req)
if useCoDel:
batchManagement.manageBatch(kvBatch, batchReqSize, kvQDispatch, kvCommit)
-
-
-# Batch incoming requests and process
-# def kvThreadOld(env, srcQ, latencyModel, targetLat=5000, measInterval=100000):
-# bm = BatchManagement(srcQ, targetLat, measInterval)
-# while True:
-# # Create batch
-# batch = []
-# # Build request of entire batch (see Issue #6)
-# batchReqSize = 0
-# # Wait until there is something in the srcQ
-# with srcQ.get() as get:
-# bsTxn = yield get
-# batch.append(bsTxn)
-# # Unpack transaction
-# ((priority, reqSize, arrivalOSD), arrivalKV) = bsTxn
-# batchReqSize += reqSize
-# # Batch everything that is now in srcQ or up to bm.batchSize
-# # initial batch size is governed by srcQ.capacity
-# # but then updated by BatchManagement
-# if bm.batchSize == float("inf"):
-# batchSize = len(srcQ.items)
-# else:
-# batchSize = int(min(bm.batchSize - 1, len(srcQ.items)))
-# # Do batch
-# for i in range(batchSize):
-# with srcQ.get() as get:
-# bsTxn = yield get
-# batch.append(bsTxn)
-# # Unpack transaction
-# ((priority, reqSize, arrivalOSD), arrivalKV) = bsTxn
-# batchReqSize += reqSize
-# # Process batch
-# kvQDispatch = env.now
-# yield env.timeout(latencyModel.applyWrite(batchReqSize))
-# kvCommit = env.now
-# # Diagnose and manage batching
-# bm.manageBatch(batch, batchReqSize, kvQDispatch, kvCommit)
+ # if batchManagement.batchSize != bs:
+ # bs = batchManagement.batchSize
+ # print(f'cap changed to {batchManagement.batchSize}')
+ srcQ.changeCapacity(batchManagement.batchSize)
# Manage batch sizing
class BatchManagement:
- def __init__(self, queue, minLatTarget=5000, initInterval=100000):
+ def __init__(self, queue, minLatTarget=5000, initInterval=100000, downSize=None, upSize=None):
self.queue = queue
# Latency state
self.latMap = {}
@@ -141,8 +116,14 @@ def __init__(self, queue, minLatTarget=5000, initInterval=100000):
# Batch sizing state
self.batchSize = self.queue.capacity
self.batchSizeInit = 100
- self.batchDownSize = lambda x: int(x / 2)
- self.batchUpSize = lambda x: int(x + 1)
+ if downSize:
+ self.batchDownSize = lambda x: int(x / downSize)
+ else:
+ self.batchDownSize = lambda x: int(x / 2)
+ if upSize:
+ self.batchUpSize = lambda x: int(x + upSize)
+ else:
+ self.batchUpSize = lambda x: int(x + 1)
# written data state
self.bytesWritten = 0
self.maxQueueLen = 0
@@ -153,7 +134,7 @@ def __init__(self, queue, minLatTarget=5000, initInterval=100000):
def manageBatch(self, batch, batchSize, dispatchTime, commitTime):
for txn in batch:
- (((priority, reqSize, arrivalOSD), arrivalKV), aioSubmit, aioDone) = txn
+ ((((priority, reqSize, arrivalOSD), _), arrivalKV), aioSubmit, aioDone) = txn
# Account latencies
osdQLat = arrivalKV - arrivalOSD
kvQLat = dispatchTime - arrivalKV
@@ -195,25 +176,25 @@ def fightBufferbloat(self, currQLat, currentTime):
self.minLat = None
self.intervalStart = currentTime
self.maxQueueLen = 0
+ if self.batchSize != float("inf"):
+ self.batchSizeLog.append(self.batchSize)
+ self.timeLog.append(self.queue._env.now)
else:
if self.maxQueueLen < len(self.queue.items):
self.maxQueueLen = len(self.queue.items)
- if self.batchSize != float("inf"):
- self.batchSizeLog.append(self.batchSize)
- self.timeLog.append(self.queue._env.now)
def batchSizing(self, isTooLarge):
if isTooLarge:
- print("batch size", self.batchSize, "is too large")
+ # print("batch size", self.batchSize, "is too large")
if self.batchSize == float("inf"):
self.batchSize = self.batchSizeInit
else:
self.batchSize = self.batchDownSize(self.batchSize)
if self.batchSize == 0:
self.batchSize = 1
- print("new batch size is", self.batchSize)
- # elif self.batchSize != float("inf"):
- elif self.batchSize < 1.5 * self.maxQueueLen:
+ # print("new batch size is", self.batchSize)
+ elif self.batchSize != float("inf"):
+ # elif self.batchSize < 1.5 * self.maxQueueLen:
# elif self.batchSize < 200:
# print('batch size', self.batchSize, 'gets larger')
self.batchSize = self.batchUpSize(self.batchSize)
@@ -226,49 +207,33 @@ def printLats(self, freq=1000):
print("total", self.lat / self.count / 1000000)
-def runSimulation(model, targetLat=5000, measInterval=100000, time=5 * 60 * 1_000_000, output=None, useCoDel=True):
- def patchResource(resource, preCallback=None, postCallback=None):
- """Patch *resource* so that it calls the callable *preCallback* before each
- put/get/request/release operation and the callable *postCallback* after each
- operation. The only argument to these functions is the resource
- instance.
- """
-
- def getWrapper(func):
- # Generate a wrapper for put/get/request/release
- @wraps(func)
- def wrapper(*args, **kwargs):
- # This is the actual wrapper
- # Call "pre" callback
- if preCallback:
- preCallback(resource)
-
- # Perform actual operation
- ret = func(*args, **kwargs)
-
- # Call "post" callback
- if postCallback:
- postCallback(resource)
-
- return ret
-
- return wrapper
-
- # Replace the original operations with our wrapper
- for name in ['put', 'get']:
- if hasattr(resource, name):
- setattr(resource, name, getWrapper(getattr(resource, name)))
-
- def monitor(data, resource):
+def runSimulation(model, targetLat=5000, measInterval=100000,
+ time=5 * 60 * 1_000_000, output=None, useCoDel=True, downSize=None, upSize=None):
+ def monitor(data, resource, args):
"""Monitor queue len"""
data.queueLenList.append(len(resource.items))
data.logTimeList.append(resource._env.now)
+ def timestamp(resource, args):
+ if args and len(args) > 0:
+ argList = list(args)
+ for index in range(len(argList)):
+ item = argList[index]
+ if type(item) is tuple:
+ item = (item, resource._env.now)
+ argList[index] = item
+ return tuple(argList)
+
+
+
class QueueLenMonitor:
def __init__(self):
self.queueLenList = []
self.logTimeList = []
+ if useCoDel:
+ print('Using CoDel algorithm ...')
+
env = simpy.Environment()
# Constants
@@ -279,18 +244,21 @@ def __init__(self):
latencyModel = StatisticLatencyModel(model)
# OSD queue(s)
# Add capacity parameter for max queue lengths
- queueDepth = 48
osdQ1 = simpy.PriorityStore(env)
# osdQ2 = simpy.PriorityStore(env, capacity=queueDepth)
# osdQ = simpy.Store(env) # infinite capacity
# KV queue (capacity translates into initial batch size)
- aioQ = simpy.Store(env)
+ aioQ = VariableCapacityStore(env)
+ # aioQ = simpy.Store(env, capacity=1)
# monitoring
queuLenMonitor = QueueLenMonitor()
monitor = partial(monitor, queuLenMonitor)
- patchResource(aioQ, postCallback=monitor)
+ patchResource(osdQ1, postCallback=monitor)
+
+ # register kvQueued Timestamp
+ patchResource(aioQ, preCallback=timestamp, actions=['put'])
# kvQ = simpy.Store(env)
@@ -303,8 +271,9 @@ def __init__(self):
# 4k osd client workload generator
osdClientPriorityOne = OsdClientBench4K(1)
# osdClientPriorityTwo = OsdClientBench4K(2)
-
- env.process(osdClient(env, osdClientPriorityOne, osdQ1))
+ ioDepth = 48
+ ioDepthLockQueue = simpy.Store(env, capacity=1)
+ env.process(osdClient(env, osdClientPriorityOne, osdQ1, ioDepth, ioDepthLockQueue))
# env.process(osdClient(env, osdClientPriorityTwo, osdQ1))
# OSD thread(s) (one per OSD queue)
@@ -316,12 +285,10 @@ def __init__(self):
# env.process(aioThread(env, aioQ, kvQ, latencyModel))
# KV thread in BlueStore with targetMinLat and measurement interval (in usec)
- data = None
- if output:
- data = []
+ data = []
# env.process(kvThread(env, kvQ, latencyModel, targetLat, measInterval, data))
- bm = BatchManagement(aioQ, targetLat, measInterval)
- env.process(kvAndAioThread(env, aioQ, latencyModel, bm, data, useCoDel))
+ bm = BatchManagement(aioQ, targetLat, measInterval, downSize=downSize, upSize=upSize)
+ env.process(kvAndAioThread(env, aioQ, latencyModel, bm, ioDepthLockQueue, data=data, useCoDel=useCoDel))
# if outputFile:
# env.process(outputResults(env, outputQ, outputFile))
@@ -335,25 +302,8 @@ def __init__(self):
bytesWritten = latencyModel.bytesWritten
avgThroughput = bytesWritten / duration
print(bytesWritten/4096)
- # fig, ax = plt.subplots(figsize=(8, 4))
- # ax.grid(True)
- # ax.set_title('title')
- # ax.set_xlabel('x_label')
- # ax.set_ylabel('Likelihood of occurrence')
- # ax.plot(queuLenMonitor.logTimeList, queuLenMonitor.queueLenList)
- # plt.show()
- # def Average(lst):
- # return sum(lst) / len(lst)
- # print(f'Batch size: {max(bm.batchSizeLog)}')
- # print(f'Time size: {len(bm.timeLog)}')
- fig, ax = plt.subplots(figsize=(8, 4))
- ax.grid(True)
- ax.set_xlabel('time')
- ax.set_ylabel('Batch Size')
- ax.plot(bm.timeLog, bm.batchSizeLog)
- plt.show()
- return avgThroughput, sum(queuLenMonitor.queueLenList) / len(queuLenMonitor.queueLenList)
+ return avgThroughput, sum(queuLenMonitor.queueLenList) / len(queuLenMonitor.queueLenList), data, bm.timeLog, bm.batchSizeLog
if __name__ == "__main__":
@@ -375,13 +325,26 @@ def __init__(self):
help='Use CoDel algorithm for batch sizing?'
)
args = parser.parse_args()
- targetLat = 300
+ targetLat = 250
measInterval = 1000
time = 60 * 1_000_000 # 5 mins
- if args.useCoDel:
- print('Using CoDel algorithm ...')
- avgThroughput, avgOsdQueueLen = runSimulation(args.model, targetLat, measInterval, time, args.output, args.useCoDel)
+ avgThroughput, avgOsdQueueLen, data, timeLog, batchSizeLog = runSimulation(
+ args.model,
+ targetLat,
+ measInterval,
+ time,
+ args.output,
+ args.useCoDel
+ )
avgThroughput = avgThroughput / 1024
print(f'Throughput: {avgThroughput} KB/s')
print(f'OSD Queue Len: {avgOsdQueueLen}')
+
+ fig, ax = plt.subplots(figsize=(8, 4))
+ ax.grid(True)
+ ax.set_xlabel('time')
+ ax.set_ylabel('Batch Size')
+ ax.plot(timeLog, batchSizeLog)
+ plt.show()
+
diff --git a/scripts/simpy_utils.py b/scripts/simpy_utils.py
new file mode 100644
index 0000000..6cd070a
--- /dev/null
+++ b/scripts/simpy_utils.py
@@ -0,0 +1,95 @@
+import simpy
+from functools import partial, wraps
+
+
+class VariableCapacityStore(simpy.resources.store.Store):
+ def __init__(self, env, capacity=float('inf')):
+ super(VariableCapacityStore, self).__init__(env, capacity)
+
+ def changeCapacity(self, capacity=float('inf')):
+ self._capacity = capacity
+
+
+class SecondaryCapacityStore(simpy.resources.store.Store):
+ def __init__(self, env, capacity=float('inf')):
+ super(SecondaryCapacityStore, self).__init__(env, capacity)
+ self._secondaryCapacity = capacity
+
+ def _do_put(self, event):
+ if len(self.items) < self._secondaryCapacity:
+ return super(SecondaryCapacityStore, self)._do_put(event)
+ return None
+
+ def changeCapacity(self, capacity=float('inf')):
+ self._secondaryCapacity = capacity
+
+
+def patchResource(resource, preCallback=None, postCallback=None, actions=None):
+ """Patch *resource* so that it calls the callable *preCallback* before each
+ put/get/request/release operation and the callable *postCallback* after each
+ operation. The only argument to these functions is the resource
+ instance.
+ """
+
+ if actions is None:
+ actions = ['put', 'get']
+
+ def getWrapper(func):
+ # Generate a wrapper for put/get/request/release
+ @wraps(func)
+ def wrapper(*args, **kwargs):
+ # This is the actual wrapper
+ # Call "pre" callback
+ if preCallback:
+ result = preCallback(resource, args)
+ if result:
+ args = result
+
+ # Perform actual operation
+ ret = func(*args, **kwargs)
+
+ # Call "post" callback
+ if postCallback:
+ postCallback(resource, args)
+
+ return ret
+
+ return wrapper
+
+ # Replace the original operations with our wrapper
+ for name in actions:
+ if hasattr(resource, name):
+ setattr(resource, name, getWrapper(getattr(resource, name)))
+
+
+if __name__ == "__main__":
+ def test1(env, queue):
+ i = 2
+ while True:
+ with queue.put(i) as put:
+ yield put
+ # print(f'put {i}')
+ i += 1
+
+ def test2(env, queue):
+ queue.changeCapacity(1)
+ while True:
+ batch = []
+ with queue.get() as get:
+ req = yield get
+ queue.changeCapacity(req)
+ batch.append(req)
+ for i in range(len(queue.items)):
+ with queue.get() as get:
+ req = yield get
+ batch.append(req)
+ print(len(batch))
+ yield env.timeout(100)
+
+
+ env = simpy.Environment()
+ # aioQ = VariableCapacityStore(env, capacity=1000)
+ aioQ = SecondaryCapacityStore(env, capacity=1000)
+ env.process(test1(env, aioQ))
+ env.process(test2(env, aioQ))
+ env.run()
diff --git a/scripts/workload.py b/scripts/workload.py
index f340cf8..9fee973 100644
--- a/scripts/workload.py
+++ b/scripts/workload.py
@@ -18,7 +18,7 @@ def __init__(self, requestSize, priority):
self.priority = priority
def calculateTimeout(self):
- return 60
+ return 45
def createRequest(self, env):
return self.priority, self.requestSize, env.now