203 lines
20 KiB
Plaintext
203 lines
20 KiB
Plaintext
{
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"cells": [
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{
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"cell_type": "code",
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"execution_count": 1,
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"metadata": {
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"scrolled": false
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"Simulation Run 1\n",
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"\n",
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"single_proc: [<SimCAD.Configuration object at 0x10fc1a8d0>]\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"| | mech_step | run | s1 | s2 | s3 | s4 | time_step | timestamp |\n",
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"|----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------|\n",
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"| 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 1 | 1 | 1 | 1 | 4 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 2 | 2 | 1 | ab | 6 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 3 | 3 | 1 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 4 | 1 | 1 | 1 | 4 | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 5 | 2 | 1 | ab | 6 | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 6 | 3 | 1 | ['c', 'd'] | [ 30 300] | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 7 | 1 | 1 | 1 | 4 | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 8 | 2 | 1 | ab | 6 | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 9 | 3 | 1 | ['c', 'd'] | [ 30 300] | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 10 | 1 | 1 | 1 | 4 | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 11 | 2 | 1 | ab | 6 | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 12 | 3 | 1 | ['c', 'd'] | [ 30 300] | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 13 | 1 | 1 | 1 | 4 | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 14 | 2 | 1 | ab | 6 | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 15 | 3 | 1 | ['c', 'd'] | [ 30 300] | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 16 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 17 | 1 | 2 | 1 | 4 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 18 | 2 | 2 | ab | 6 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 19 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 20 | 1 | 2 | 1 | 4 | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 21 | 2 | 2 | ab | 6 | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 22 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 23 | 1 | 2 | 1 | 4 | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 24 | 2 | 2 | ab | 6 | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 25 | 3 | 2 | ['c', 'd'] | [ 30 300] | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 26 | 1 | 2 | 1 | 4 | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 27 | 2 | 2 | ab | 6 | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 28 | 3 | 2 | ['c', 'd'] | [ 30 300] | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 29 | 1 | 2 | 1 | 4 | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"| 30 | 2 | 2 | ab | 6 | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"| 31 | 3 | 2 | ['c', 'd'] | [ 30 300] | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"\n",
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"Simulation Run 2: Pairwise Execution\n",
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"\n",
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"multi_proc: [<SimCAD.Configuration object at 0x10fc1a8d0>, <SimCAD.Configuration object at 0x10fc1aeb8>]\n",
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"+----+--------------------------------+--------------------------------+--------------------------------+--------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----+\n",
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"| | b1 | b2 | s1 | s2 | es1 | es2 | es3 | m |\n",
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"|----+--------------------------------+--------------------------------+--------------------------------+--------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----|\n",
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"| 0 | <function b1m1 at 0x10faedd08> | <function b2m1 at 0x10fc230d0> | <function s1m1 at 0x10fc23378> | <function s2m1 at 0x10fc23400> | <function curried.<locals>._curried at 0x10fc23ae8> | <function curried.<locals>._curried at 0x10fc23b70> | <function curried.<locals>._curried at 0x10fc23bf8> | 1 |\n",
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"| 1 | <function b1m2 at 0x10fc23158> | <function b2m2 at 0x10fc231e0> | <function s1m2 at 0x10fc23488> | <function s2m2 at 0x10fc23510> | <function curried.<locals>._curried at 0x10fc23ae8> | <function curried.<locals>._curried at 0x10fc23b70> | <function curried.<locals>._curried at 0x10fc23bf8> | 2 |\n",
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"| 2 | <function b1m3 at 0x10fc23268> | <function b2m3 at 0x10fc232f0> | <function s1m3 at 0x10fc23598> | <function s2m3 at 0x10fc23620> | <function curried.<locals>._curried at 0x10fc23ae8> | <function curried.<locals>._curried at 0x10fc23b70> | <function curried.<locals>._curried at 0x10fc23bf8> | 3 |\n",
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"+----+--------------------------------+--------------------------------+--------------------------------+--------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----+\n",
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"+----+--------------------------------+--------------------------------+--------------------------------+------------------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----+\n",
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"| | b1 | b2 | s1 | s2 | es1 | es2 | es3 | m |\n",
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"|----+--------------------------------+--------------------------------+--------------------------------+------------------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----|\n",
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"| 0 | <function b1m1 at 0x10fc23d08> | <function b2m1 at 0x10fc23d90> | <function s1m1 at 0x10fc290d0> | <function state_identity.<locals>.<lambda> at 0x10d4f6598> | <function curried.<locals>._curried at 0x10fc29840> | <function curried.<locals>._curried at 0x10fc298c8> | <function curried.<locals>._curried at 0x10fc29950> | 1 |\n",
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"| 1 | <function b1m2 at 0x10fc23e18> | <function b2m2 at 0x10fc23ea0> | <function s1m2 at 0x10fc291e0> | <function state_identity.<locals>.<lambda> at 0x10d4f6598> | <function curried.<locals>._curried at 0x10fc29840> | <function curried.<locals>._curried at 0x10fc298c8> | <function curried.<locals>._curried at 0x10fc29950> | 2 |\n",
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"| 2 | <function b1m3 at 0x10fc23f28> | <function b2m3 at 0x10fc29048> | <function s1m3 at 0x10fc292f0> | <function s2m3 at 0x10fc29378> | <function curried.<locals>._curried at 0x10fc29840> | <function curried.<locals>._curried at 0x10fc298c8> | <function curried.<locals>._curried at 0x10fc29950> | 3 |\n",
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"+----+--------------------------------+--------------------------------+--------------------------------+------------------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----------------------------------------------------+-----+\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"| | mech_step | run | s1 | s2 | s3 | s4 | time_step | timestamp |\n",
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"|----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------|\n",
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"| 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 1 | 1 | 1 | 1 | 4 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 2 | 2 | 1 | ab | 6 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 3 | 3 | 1 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 4 | 1 | 1 | 1 | 4 | 12.2922 | 10.8846 | 2 | 2018-10-01 15:16:26 |\n",
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"| 5 | 2 | 1 | ab | 6 | 12.2922 | 10.8846 | 2 | 2018-10-01 15:16:26 |\n",
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"| 6 | 3 | 1 | ['c', 'd'] | [ 30 300] | 12.2922 | 10.8846 | 2 | 2018-10-01 15:16:26 |\n",
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"| 7 | 1 | 1 | 1 | 4 | 12.3433 | 11.8439 | 3 | 2018-10-01 15:16:27 |\n",
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"| 8 | 2 | 1 | ab | 6 | 12.3433 | 11.8439 | 3 | 2018-10-01 15:16:27 |\n",
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"| 9 | 3 | 1 | ['c', 'd'] | [ 30 300] | 12.3433 | 11.8439 | 3 | 2018-10-01 15:16:27 |\n",
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"| 10 | 1 | 1 | 1 | 4 | 10.9634 | 13.8687 | 4 | 2018-10-01 15:16:28 |\n",
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"| 11 | 2 | 1 | ab | 6 | 10.9634 | 13.8687 | 4 | 2018-10-01 15:16:28 |\n",
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"| 12 | 3 | 1 | ['c', 'd'] | [ 30 300] | 10.9634 | 13.8687 | 4 | 2018-10-01 15:16:28 |\n",
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"| 13 | 1 | 1 | 1 | 4 | 11.5544 | 13.9381 | 5 | 2018-10-01 15:16:29 |\n",
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"| 14 | 2 | 1 | ab | 6 | 11.5544 | 13.9381 | 5 | 2018-10-01 15:16:29 |\n",
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"| 15 | 3 | 1 | ['c', 'd'] | [ 30 300] | 11.5544 | 13.9381 | 5 | 2018-10-01 15:16:29 |\n",
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"| 16 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 17 | 1 | 2 | 1 | 4 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 18 | 2 | 2 | ab | 6 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 19 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 20 | 1 | 2 | 1 | 4 | 9.98087 | 9.45464 | 2 | 2018-10-01 15:16:26 |\n",
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"| 21 | 2 | 2 | ab | 6 | 9.98087 | 9.45464 | 2 | 2018-10-01 15:16:26 |\n",
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"| 22 | 3 | 2 | ['c', 'd'] | [ 30 300] | 9.98087 | 9.45464 | 2 | 2018-10-01 15:16:26 |\n",
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"| 23 | 1 | 2 | 1 | 4 | 11.1536 | 7.9925 | 3 | 2018-10-01 15:16:27 |\n",
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"| 24 | 2 | 2 | ab | 6 | 11.1536 | 7.9925 | 3 | 2018-10-01 15:16:27 |\n",
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"| 25 | 3 | 2 | ['c', 'd'] | [ 30 300] | 11.1536 | 7.9925 | 3 | 2018-10-01 15:16:27 |\n",
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"| 26 | 1 | 2 | 1 | 4 | 10.3195 | 8.77766 | 4 | 2018-10-01 15:16:28 |\n",
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"| 27 | 2 | 2 | ab | 6 | 10.3195 | 8.77766 | 4 | 2018-10-01 15:16:28 |\n",
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"| 28 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10.3195 | 8.77766 | 4 | 2018-10-01 15:16:28 |\n",
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"| 29 | 1 | 2 | 1 | 4 | 10.3288 | 7.81118 | 5 | 2018-10-01 15:16:29 |\n",
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"| 30 | 2 | 2 | ab | 6 | 10.3288 | 7.81118 | 5 | 2018-10-01 15:16:29 |\n",
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"| 31 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10.3288 | 7.81118 | 5 | 2018-10-01 15:16:29 |\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"| | mech_step | run | s1 | s2 | s3 | s4 | time_step | timestamp |\n",
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"|----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------|\n",
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"| 0 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 1 | 1 | 1 | 1 | 0 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 2 | 2 | 1 | ab | 0 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 3 | 3 | 1 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 4 | 1 | 1 | 1 | [ 30 300] | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 5 | 2 | 1 | ab | [ 30 300] | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 6 | 3 | 1 | ['c', 'd'] | [ 30 300] | 9.94373 | 10.4365 | 2 | 2018-10-01 15:16:26 |\n",
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"| 7 | 1 | 1 | 1 | [ 30 300] | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 8 | 2 | 1 | ab | [ 30 300] | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 9 | 3 | 1 | ['c', 'd'] | [ 30 300] | 7.81956 | 10.5372 | 3 | 2018-10-01 15:16:27 |\n",
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"| 10 | 1 | 1 | 1 | [ 30 300] | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 11 | 2 | 1 | ab | [ 30 300] | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 12 | 3 | 1 | ['c', 'd'] | [ 30 300] | 9.10218 | 8.57362 | 4 | 2018-10-01 15:16:28 |\n",
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"| 13 | 1 | 1 | 1 | [ 30 300] | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 14 | 2 | 1 | ab | [ 30 300] | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 15 | 3 | 1 | ['c', 'd'] | [ 30 300] | 7.46976 | 8.33579 | 5 | 2018-10-01 15:16:29 |\n",
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"| 16 | 0 | 2 | 0 | 0 | 1 | 1 | 0 | 2018-10-01 15:16:24 |\n",
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"| 17 | 1 | 2 | 1 | 0 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 18 | 2 | 2 | ab | 0 | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 19 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10 | 10 | 1 | 2018-10-01 15:16:25 |\n",
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"| 20 | 1 | 2 | 1 | [ 30 300] | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 21 | 2 | 2 | ab | [ 30 300] | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 22 | 3 | 2 | ['c', 'd'] | [ 30 300] | 10.5029 | 9.91726 | 2 | 2018-10-01 15:16:26 |\n",
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"| 23 | 1 | 2 | 1 | [ 30 300] | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 24 | 2 | 2 | ab | [ 30 300] | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 25 | 3 | 2 | ['c', 'd'] | [ 30 300] | 9.19497 | 9.29545 | 3 | 2018-10-01 15:16:27 |\n",
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"| 26 | 1 | 2 | 1 | [ 30 300] | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 27 | 2 | 2 | ab | [ 30 300] | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 28 | 3 | 2 | ['c', 'd'] | [ 30 300] | 8.22219 | 9.25471 | 4 | 2018-10-01 15:16:28 |\n",
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"| 29 | 1 | 2 | 1 | [ 30 300] | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"| 30 | 2 | 2 | ab | [ 30 300] | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"| 31 | 3 | 2 | ['c', 'd'] | [ 30 300] | 7.47478 | 8.81306 | 5 | 2018-10-01 15:16:29 |\n",
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"+----+-------------+-------+------------+-----------+----------+----------+-------------+---------------------+\n",
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"\n"
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]
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}
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],
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"source": [
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"import pandas as pd\n",
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"from tabulate import tabulate\n",
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"\n",
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"from SimCAD.engine import ExecutionMode, ExecutionContext, Executor\n",
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"from sandboxUX import config1, config2\n",
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"from SimCAD import configs\n",
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"\n",
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"# ToDo: pass ExecutionContext with execution method as ExecutionContext input\n",
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"\n",
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"exec_mode = ExecutionMode()\n",
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"\n",
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"print(\"Simulation Run 1\")\n",
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"print()\n",
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"single_config = [configs[0]]\n",
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"single_proc_ctx = ExecutionContext(exec_mode.single_proc)\n",
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"run1 = Executor(single_proc_ctx, single_config)\n",
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"run1_raw_result = run1.main()\n",
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"result = pd.DataFrame(run1_raw_result)\n",
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"print(tabulate(result, headers='keys', tablefmt='psql'))\n",
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"print()\n",
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"\n",
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"print(\"Simulation Run 2: Pairwise Execution\")\n",
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"print()\n",
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"multi_proc_ctx = ExecutionContext(exec_mode.multi_proc)\n",
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"run2 = Executor(multi_proc_ctx, configs)\n",
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"run2_raw_results = run2.main()\n",
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"for raw_result in run2_raw_results:\n",
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" result = pd.DataFrame(raw_result)\n",
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" print(tabulate(result, headers='keys', tablefmt='psql'))\n",
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"print()"
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]
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}
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],
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"metadata": {
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"kernelspec": {
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"display_name": "Python 3",
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"language": "python",
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"name": "python3"
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},
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"language_info": {
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"codemirror_mode": {
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"name": "ipython",
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"version": 3
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},
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"file_extension": ".py",
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"mimetype": "text/x-python",
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.6.5"
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}
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},
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"nbformat": 4,
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"nbformat_minor": 2
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}
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