diff --git a/Grid Plot.ipynb b/Grid Plot.ipynb index 0b75505..4be3715 100644 --- a/Grid Plot.ipynb +++ b/Grid Plot.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "id": "435d61c7-3ccb-4f81-8a44-9e9077270d47", "metadata": {}, "outputs": [], @@ -15,23 +15,23 @@ "from matplotlib import pyplot as plt\n", "import pandas as pd\n", "\n", - "%matplotlib inlinea" + "%matplotlib inline" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "id": "78ff37e0-a0b4-42a8-aa90-e0e67c0cab8c", "metadata": {}, "outputs": [], "source": [ - "db = sqlite3.connect('measurements-backup-2024-02-01-13-54-35.sqlite3')\n", + "db = sqlite3.connect('measurements-backup-2024-03-11-18-10-02.sqlite3')\n", "db.row_factory = sqlite3.Row" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "id": "8a737e3e-0105-4925-aa3b-74cc30f4da29", "metadata": {}, "outputs": [ @@ -40,28 +40,93 @@ "text/html": [ "\n", "\n", - "\n", + "\n", "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "\n", "
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
2024-01-31 13:22:45 1 5 5268177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268177.75 10 130 643
2024-01-31 17:21:57 4 5 5268177.75 10 130 17
2024-01-31 17:36:32 5 5 5268177.75 10 130 61
2024-01-31 17:39:29 6 5 5268177.75 10 130 167
2024-01-31 17:45:47 7 5 5268177.75 10 130 20097
2024-02-01 11:31:14 8 5 5268177.75 10 130 radial 21
2024-02-01 11:33:52 9 5 5268177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268177.75 10 130 radial 1045
2024-01-31 13:22:45 1 5 5268 177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268 177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268 177.75 10 130 643
2024-01-31 17:21:57 4 5 5268 177.75 10 130 17
2024-01-31 17:36:32 5 5 5268 177.75 10 130 61
2024-01-31 17:39:29 6 5 5268 177.75 10 130 167
2024-01-31 17:45:47 7 5 5268 177.75 10 130 20097
2024-02-01 11:31:14 8 5 5268 177.75 10 130 radial 21
2024-02-01 11:33:52 9 5 5268 177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268 177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268 177.75 10 130 radial 21900
2024-02-02 11:49:21 12 5 5268 293 10 130 radial 4053
2024-02-02 13:49:06 13 5 5268 293 10 130 fine 4128
2024-02-02 16:03:00 14 5 5268 293 10 130 fine 30
2024-02-02 16:04:53 15 5 5268 293 10 130 fine 69
2024-02-02 16:09:37 16 5 5268 293 10 130 fine 50
2024-02-02 16:11:37 17 5 5268 293 10 130 fine 18
2024-02-02 16:13:33 18 5 5268 293 10 130 fine 116
2024-02-02 16:25:36 19 5 5268 293 10 130 fine 34
2024-02-02 16:29:24 20 5 5268 293 10 130 fine 6
2024-02-02 16:31:14 21 5 5268 293 10 130 fine 28135
2024-02-03 13:43:08 22 5 5268 293 10 130 fine 79364
2024-02-05 13:52:21 23 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 18659
2024-02-05 13:56:54 24 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 0
2024-02-05 14:00:48 25 5 5268 293 10 130 Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.fine 21912
2024-02-06 14:58:23 26 15 15152.5 179.75 10 300 fine 14
2024-02-06 15:06:31 27 15 15152.5 179.75 10 300 fine 17
2024-02-06 15:08:16 28 15 15152.5 179.75 10 300 fine 25408
2024-02-07 10:51:44 29 15 15152.5 179.75 10 300 rotation 4392
2024-02-07 14:41:48 30 15 15152.5 179.75 10 300 displaced_rotation 6
2024-02-07 14:45:22 31 15 15152.5 179.75 10 300 displaced_rotation 20808
2024-02-08 10:10:26 32 3 3267.5 293.75 10 0 displaced_rotation 25
2024-02-08 10:13:38 33 3 3267.5 293.75 10 300.001 displaced_rotation 2964
2024-02-08 12:06:11 34 3 3267.5 293.75 10 300.001 displaced_rotation 12
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:13:02 37 3 3267.5 293.75 10 300.001 displaced_rotation 28
2024-02-08 12:15:56 38 3 3267.5 293.75 10 300.001 displaced_rotation 11
2024-02-08 12:17:22 39 3 3267.5 293.75 10 300.001 displaced_rotation 5
2024-02-08 12:19:02 40 3 3267.5 293.75 10 300.001 displaced_rotation 4
2024-02-08 12:20:35 41 3 3267.5 293.75 10 300.001 displaced_rotation 79
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:36:25 43 9 9209.75235.75 10 300.001 displaced_rotation 6
2024-02-09 15:42:31 44 9 9209.75235.75 10 300.001 displaced_rotation,fine 3
2024-02-09 15:44:26 45 9 9209.75235.75 10 300.001 displaced_rotation,fine 34
2024-02-09 15:46:13 46 9 9209.75235.75 10 300.001 displaced_rotation,fine 31
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:06:36 48 9 9209.75235.75 10 300.001 displaced_rotation,fine 44
2024-02-12 13:13:41 49 9 9209.75235.75 10 300.001 displaced_rotation,coarse_grid 34
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 12:27:36 51 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 6
2024-02-14 12:28:48 52 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 11
2024-02-14 12:35:17 53 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 3654
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way. displaced_rotation,coarse_grid 32823
2024-02-16 12:40:45 56 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 16
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:37:59 58 22 22266.75179.25 10 300.001 displaced_rotation,coarse_grid 0
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:37:53 60 11 11161.75133.25 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. displaced_rotation,coarse_grid 17
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 12:58:36 64 23 23276.5 267 10 0 7twist 30
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:29:46 66 6 6276.5 267 10 300.001 7twist 0
2024-02-27 12:32:49 67 6 6103.5 157 10 300.001 7twist 2
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:45:56 70 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 1
2024-03-04 11:46:46 71 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 8
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:48:10 73 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 2
2024-03-06 13:49:11 74 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 4
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
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start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
2024-01-31 13:22:45 1 5 5268177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268177.75 10 130 643
2024-01-31 17:21:57 4 5 5268177.75 10 130 17
2024-01-31 17:36:32 5 5 5268177.75 10 130 61
2024-01-31 17:39:29 6 5 5268177.75 10 130 167
2024-01-31 17:45:47 7 5 5268177.75 10 130 20097
2024-02-01 11:31:14 8 5 5268177.75 10 130 radial 21
2024-02-01 11:33:52 9 5 5268177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268177.75 10 130 radial 1045
'" + "'\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
2024-01-31 13:22:45 1 5 5268 177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268 177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268 177.75 10 130 643
2024-01-31 17:21:57 4 5 5268 177.75 10 130 17
2024-01-31 17:36:32 5 5 5268 177.75 10 130 61
2024-01-31 17:39:29 6 5 5268 177.75 10 130 167
2024-01-31 17:45:47 7 5 5268 177.75 10 130 20097
2024-02-01 11:31:14 8 5 5268 177.75 10 130 radial 21
2024-02-01 11:33:52 9 5 5268 177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268 177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268 177.75 10 130 radial 21900
2024-02-02 11:49:21 12 5 5268 293 10 130 radial 4053
2024-02-02 13:49:06 13 5 5268 293 10 130 fine 4128
2024-02-02 16:03:00 14 5 5268 293 10 130 fine 30
2024-02-02 16:04:53 15 5 5268 293 10 130 fine 69
2024-02-02 16:09:37 16 5 5268 293 10 130 fine 50
2024-02-02 16:11:37 17 5 5268 293 10 130 fine 18
2024-02-02 16:13:33 18 5 5268 293 10 130 fine 116
2024-02-02 16:25:36 19 5 5268 293 10 130 fine 34
2024-02-02 16:29:24 20 5 5268 293 10 130 fine 6
2024-02-02 16:31:14 21 5 5268 293 10 130 fine 28135
2024-02-03 13:43:08 22 5 5268 293 10 130 fine 79364
2024-02-05 13:52:21 23 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 18659
2024-02-05 13:56:54 24 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 0
2024-02-05 14:00:48 25 5 5268 293 10 130 Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.fine 21912
2024-02-06 14:58:23 26 15 15152.5 179.75 10 300 fine 14
2024-02-06 15:06:31 27 15 15152.5 179.75 10 300 fine 17
2024-02-06 15:08:16 28 15 15152.5 179.75 10 300 fine 25408
2024-02-07 10:51:44 29 15 15152.5 179.75 10 300 rotation 4392
2024-02-07 14:41:48 30 15 15152.5 179.75 10 300 displaced_rotation 6
2024-02-07 14:45:22 31 15 15152.5 179.75 10 300 displaced_rotation 20808
2024-02-08 10:10:26 32 3 3267.5 293.75 10 0 displaced_rotation 25
2024-02-08 10:13:38 33 3 3267.5 293.75 10 300.001 displaced_rotation 2964
2024-02-08 12:06:11 34 3 3267.5 293.75 10 300.001 displaced_rotation 12
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:13:02 37 3 3267.5 293.75 10 300.001 displaced_rotation 28
2024-02-08 12:15:56 38 3 3267.5 293.75 10 300.001 displaced_rotation 11
2024-02-08 12:17:22 39 3 3267.5 293.75 10 300.001 displaced_rotation 5
2024-02-08 12:19:02 40 3 3267.5 293.75 10 300.001 displaced_rotation 4
2024-02-08 12:20:35 41 3 3267.5 293.75 10 300.001 displaced_rotation 79
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:36:25 43 9 9209.75235.75 10 300.001 displaced_rotation 6
2024-02-09 15:42:31 44 9 9209.75235.75 10 300.001 displaced_rotation,fine 3
2024-02-09 15:44:26 45 9 9209.75235.75 10 300.001 displaced_rotation,fine 34
2024-02-09 15:46:13 46 9 9209.75235.75 10 300.001 displaced_rotation,fine 31
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:06:36 48 9 9209.75235.75 10 300.001 displaced_rotation,fine 44
2024-02-12 13:13:41 49 9 9209.75235.75 10 300.001 displaced_rotation,coarse_grid 34
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 12:27:36 51 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 6
2024-02-14 12:28:48 52 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 11
2024-02-14 12:35:17 53 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 3654
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way. displaced_rotation,coarse_grid 32823
2024-02-16 12:40:45 56 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 16
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:37:59 58 22 22266.75179.25 10 300.001 displaced_rotation,coarse_grid 0
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:37:53 60 11 11161.75133.25 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. displaced_rotation,coarse_grid 17
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 12:58:36 64 23 23276.5 267 10 0 7twist 30
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:29:46 66 6 6276.5 267 10 300.001 7twist 0
2024-02-27 12:32:49 67 6 6103.5 157 10 300.001 7twist 2
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:45:56 70 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 1
2024-03-04 11:46:46 71 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 8
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:48:10 73 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 2
2024-03-06 13:49:11 74 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 4
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
'" ] }, - "execution_count": 3, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -73,7 +138,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "id": "55196531-e8cb-43bf-96a8-1af8baddfaaa", "metadata": {}, "outputs": [ @@ -265,7 +330,7 @@ "[20097 rows x 8 columns]" ] }, - "execution_count": 4, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } diff --git a/Symmetry Plot 2.ipynb b/Symmetry Plot 2.ipynb index 9a0a605..037d6df 100644 --- a/Symmetry Plot 2.ipynb +++ b/Symmetry Plot 2.ipynb @@ -2,7 +2,7 @@ "cells": [ { "cell_type": "code", - "execution_count": 2, + "execution_count": 170, "id": "39f01ee9-7e2b-4f25-ab24-0d862d08163f", "metadata": {}, "outputs": [], @@ -23,7 +23,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 191, "id": "3964c172-77bb-423a-a537-a07fd31afe8c", "metadata": {}, "outputs": [ @@ -32,93 +32,39 @@ "text/html": [ "\n", "\n", - "\n", + "\n", "\n", "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", - "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", "\n", "
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type stimulus_vpp num_measurements
2024-01-31 13:22:45 1 5 5268 177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268 177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268 177.75 10 130 643
2024-01-31 17:21:57 4 5 5268 177.75 10 130 17
2024-01-31 17:36:32 5 5 5268 177.75 10 130 61
2024-01-31 17:39:29 6 5 5268 177.75 10 130 167
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2024-02-01 11:33:52 9 5 5268 177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268 177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268 177.75 10 130 radial 21900
2024-02-02 11:49:21 12 5 5268 293 10 130 radial 4053
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2024-02-02 16:29:24 20 5 5268 293 10 130 fine 6
2024-02-02 16:31:14 21 5 5268 293 10 130 fine 28135
2024-02-03 13:43:08 22 5 5268 293 10 130 fine 79364
2024-02-05 13:52:21 23 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 18659
2024-02-05 13:56:54 24 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 0
2024-02-05 14:00:48 25 5 5268 293 10 130 Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.fine 21912
2024-02-06 14:58:23 26 15 15152.5 179.75 10 300 fine 14
2024-02-06 15:06:31 27 15 15152.5 179.75 10 300 fine 17
2024-02-06 15:08:16 28 15 15152.5 179.75 10 300 fine 25408
2024-02-07 10:51:44 29 15 15152.5 179.75 10 300 rotation 4392
2024-02-07 14:41:48 30 15 15152.5 179.75 10 300 displaced_rotation 6
2024-02-07 14:45:22 31 15 15152.5 179.75 10 300 displaced_rotation 20808
2024-02-08 10:10:26 32 3 3267.5 293.75 10 0 displaced_rotation 25
2024-02-08 10:13:38 33 3 3267.5 293.75 10 300.001 displaced_rotation 2964
2024-02-08 12:06:11 34 3 3267.5 293.75 10 300.001 displaced_rotation 12
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:13:02 37 3 3267.5 293.75 10 300.001 displaced_rotation 28
2024-02-08 12:15:56 38 3 3267.5 293.75 10 300.001 displaced_rotation 11
2024-02-08 12:17:22 39 3 3267.5 293.75 10 300.001 displaced_rotation 5
2024-02-08 12:19:02 40 3 3267.5 293.75 10 300.001 displaced_rotation 4
2024-02-08 12:20:35 41 3 3267.5 293.75 10 300.001 displaced_rotation 79
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:36:25 43 9 9209.75235.75 10 300.001 displaced_rotation 6
2024-02-09 15:42:31 44 9 9209.75235.75 10 300.001 displaced_rotation,fine 3
2024-02-09 15:44:26 45 9 9209.75235.75 10 300.001 displaced_rotation,fine 34
2024-02-09 15:46:13 46 9 9209.75235.75 10 300.001 displaced_rotation,fine 31
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:06:36 48 9 9209.75235.75 10 300.001 displaced_rotation,fine 44
2024-02-12 13:13:41 49 9 9209.75235.75 10 300.001 displaced_rotation,coarse_grid 34
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 12:27:36 51 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 6
2024-02-14 12:28:48 52 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 11
2024-02-14 12:35:17 53 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 3654
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way. displaced_rotation,coarse_grid 32823
2024-02-16 12:40:45 56 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 16
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:37:59 58 22 22266.75179.25 10 300.001 displaced_rotation,coarse_grid 0
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:37:53 60 11 11161.75133.25 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. displaced_rotation,coarse_grid 17
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 12:58:36 64 23 23276.5 267 10 0 7twist 30
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:29:46 66 6 6276.5 267 10 300.001 7twist 0
2024-02-27 12:32:49 67 6 6103.5 157 10 300.001 7twist 2
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:45:56 70 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 1
2024-03-04 11:46:46 71 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 8
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:48:10 73 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 2
2024-03-06 13:49:11 74 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 4
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way.displaced_rotation,coarse_grid 32823
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-18 17:09:182024-03-19 09:49:47 96 22 16272.75207 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-20 16:46:572024-03-21 09:07:10 97 23 17273.75263.5 10 300.001 displaced_rotation,coarse_grid 28743
2024-09-25 13:36:212024-09-25 19:24:01 101 10 10103.75354.5 10 300.002 rms 12005
2024-09-26 13:58:512024-09-26 19:36:04 108 16 16215.25125.5 inf 300.002 rms 4 12036
" ], "text/plain": [ - "'\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type num_measurements
2024-01-31 13:22:45 1 5 5268 177.75 10 130 4744
2024-01-31 15:59:42 2 5 5268 177.75 10 130 2125
2024-01-31 17:01:36 3 5 5268 177.75 10 130 643
2024-01-31 17:21:57 4 5 5268 177.75 10 130 17
2024-01-31 17:36:32 5 5 5268 177.75 10 130 61
2024-01-31 17:39:29 6 5 5268 177.75 10 130 167
2024-01-31 17:45:47 7 5 5268 177.75 10 130 20097
2024-02-01 11:31:14 8 5 5268 177.75 10 130 radial 21
2024-02-01 11:33:52 9 5 5268 177.75 10 130 radial 26
2024-02-01 11:36:01 10 5 5268 177.75 10 130 radial 1592
2024-02-01 12:23:19 11 5 5268 177.75 10 130 radial 21900
2024-02-02 11:49:21 12 5 5268 293 10 130 radial 4053
2024-02-02 13:49:06 13 5 5268 293 10 130 fine 4128
2024-02-02 16:03:00 14 5 5268 293 10 130 fine 30
2024-02-02 16:04:53 15 5 5268 293 10 130 fine 69
2024-02-02 16:09:37 16 5 5268 293 10 130 fine 50
2024-02-02 16:11:37 17 5 5268 293 10 130 fine 18
2024-02-02 16:13:33 18 5 5268 293 10 130 fine 116
2024-02-02 16:25:36 19 5 5268 293 10 130 fine 34
2024-02-02 16:29:24 20 5 5268 293 10 130 fine 6
2024-02-02 16:31:14 21 5 5268 293 10 130 fine 28135
2024-02-03 13:43:08 22 5 5268 293 10 130 fine 79364
2024-02-05 13:52:21 23 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 18659
2024-02-05 13:56:54 24 5 5268 293 10 130 Moved measurements because of servo range clipping bug custom 0
2024-02-05 14:00:48 25 5 5268 293 10 130 Re-run of bugged out measurements with clipped rotation values. Join with runs 21 and 22 to get the full run. The bugged out measurements have been moved to runs 23 and 24.fine 21912
2024-02-06 14:58:23 26 15 15152.5 179.75 10 300 fine 14
2024-02-06 15:06:31 27 15 15152.5 179.75 10 300 fine 17
2024-02-06 15:08:16 28 15 15152.5 179.75 10 300 fine 25408
2024-02-07 10:51:44 29 15 15152.5 179.75 10 300 rotation 4392
2024-02-07 14:41:48 30 15 15152.5 179.75 10 300 displaced_rotation 6
2024-02-07 14:45:22 31 15 15152.5 179.75 10 300 displaced_rotation 20808
2024-02-08 10:10:26 32 3 3267.5 293.75 10 0 displaced_rotation 25
2024-02-08 10:13:38 33 3 3267.5 293.75 10 300.001 displaced_rotation 2964
2024-02-08 12:06:11 34 3 3267.5 293.75 10 300.001 displaced_rotation 12
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:13:02 37 3 3267.5 293.75 10 300.001 displaced_rotation 28
2024-02-08 12:15:56 38 3 3267.5 293.75 10 300.001 displaced_rotation 11
2024-02-08 12:17:22 39 3 3267.5 293.75 10 300.001 displaced_rotation 5
2024-02-08 12:19:02 40 3 3267.5 293.75 10 300.001 displaced_rotation 4
2024-02-08 12:20:35 41 3 3267.5 293.75 10 300.001 displaced_rotation 79
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:36:25 43 9 9209.75235.75 10 300.001 displaced_rotation 6
2024-02-09 15:42:31 44 9 9209.75235.75 10 300.001 displaced_rotation,fine 3
2024-02-09 15:44:26 45 9 9209.75235.75 10 300.001 displaced_rotation,fine 34
2024-02-09 15:46:13 46 9 9209.75235.75 10 300.001 displaced_rotation,fine 31
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:06:36 48 9 9209.75235.75 10 300.001 displaced_rotation,fine 44
2024-02-12 13:13:41 49 9 9209.75235.75 10 300.001 displaced_rotation,coarse_grid 34
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 12:27:36 51 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 6
2024-02-14 12:28:48 52 10 10210.75179.25 10 300.001 displaced_rotation,coarse_grid 11
2024-02-14 12:35:17 53 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 3654
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way. displaced_rotation,coarse_grid 32823
2024-02-16 12:40:45 56 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 16
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:37:59 58 22 22266.75179.25 10 300.001 displaced_rotation,coarse_grid 0
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:37:53 60 11 11161.75133.25 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. displaced_rotation,coarse_grid 17
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 12:58:36 64 23 23276.5 267 10 0 7twist 30
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:29:46 66 6 6276.5 267 10 300.001 7twist 0
2024-02-27 12:32:49 67 6 6103.5 157 10 300.001 7twist 2
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:45:56 70 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 1
2024-03-04 11:46:46 71 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 8
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:48:10 73 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 2
2024-03-06 13:49:11 74 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 4
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
'" + "'\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n\\n
start_time end_time run_id rx_tile tx_tile x y load_resistor_ohms frequency_khzcomment schedule_type stimulus_vpp num_measurements
2024-02-08 12:07:162024-02-08 12:07:22 35 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:09:372024-02-08 12:09:45 36 3 3267.5 293.75 10 300.001 displaced_rotation 2
2024-02-08 12:23:282024-02-08 23:14:16 42 3 3267.5 293.75 10 300.001 displaced_rotation 20808
2024-02-09 15:48:042024-02-12 13:05:10 47 9 9209.75235.75 10 300.001 displaced_rotation,fine 108936
2024-02-12 13:34:112024-02-13 11:34:50 50 4 4266.75235.5 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-14 14:33:072024-02-15 09:54:59 54 10 10209.5 179.25 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-15 12:36:122024-02-16 07:59:50 55 16 16211.5 140 10 300.001Re-mounted the base rotated by 180 degrees to fully cover tiles 16 and 22. X/Y offsets have changed, and zero angle is now 180 degrees the other way.displaced_rotation,coarse_grid 32823
2024-02-16 12:42:042024-02-17 08:51:36 57 22 22267.5 194.75 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-19 11:39:322024-02-20 06:51:29 59 5 5266.75179.25 10 300.001re-mounted the base board rotated by 180 degrees to access the full size of tile 5 displaced_rotation,coarse_grid 32823
2024-02-20 13:44:102024-02-21 08:59:14 61 11 11160.5 156 10 300.001Re-monuted the base board rotated by 180 degrees to access tiles 11, 17 and 23. NOTE: The last run (tile 5) possibly ran into the end of the Y axis. displaced_rotation,coarse_grid 32823
2024-02-21 12:19:432024-02-22 07:37:49 62 17 17217.5 211 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-22 13:29:382024-02-23 08:54:47 63 23 23276.5 267 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-26 13:00:392024-02-27 05:27:50 65 23 23276.5 267 10 300.001 7twist 25215
2024-02-27 12:34:262024-02-28 07:42:45 68 6 6103.5 157 10 300.001 displaced_rotation,coarse_grid 32823
2024-02-29 15:15:322024-03-01 10:29:44 69 12 12161.5 213 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-04 11:47:412024-03-05 06:58:44 72 18 18219.5 268 10 300.001 displaced_rotation,coarse_grid 32823
2024-03-06 13:50:122024-03-07 07:23:42 75 24 24276.75324 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-07 15:59:562024-03-08 08:23:55 76 25 25249.75168 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-18 17:09:182024-03-19 09:49:47 96 22 16272.75207 10 300.001 displaced_rotation,coarse_grid 28743
2024-03-20 16:46:572024-03-21 09:07:10 97 23 17273.75263.5 10 300.001 displaced_rotation,coarse_grid 28743
2024-09-25 13:36:212024-09-25 19:24:01 101 10 10103.75354.5 10 300.002 rms 12005
2024-09-26 13:58:512024-09-26 19:36:04 108 16 16215.25125.5 inf 300.002 rms 4 12036
'" ] }, - "execution_count": 3, + "execution_count": 191, "metadata": {}, "output_type": "execute_result" } @@ -127,13 +73,13 @@ "db_path = sorted(Path('.').glob('measurements-backup-*.sqlite3'))[-1] # get newest backup\n", "db = sqlite3.connect(db_path)\n", "db.row_factory = sqlite3.Row\n", - "rows = db.execute('SELECT *, (SELECT COUNT(*) FROM measurements WHERE measurements.run_id=runs.run_id) AS num_measurements FROM runs').fetchall()\n", + "rows = db.execute('SELECT *, (SELECT COUNT(*) FROM measurements WHERE measurements.run_id=runs.run_id) AS num_measurements FROM runs WHERE end_time IS NOT NULL AND schedule_type != \"demo\"').fetchall()\n", "tabulate.tabulate([tuple(row) for row in rows], headers=rows[0].keys(), tablefmt='html')" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 192, "id": "a60d3446-1bab-43a4-a63a-6bf6b310ce33", "metadata": {}, "outputs": [], @@ -151,12 +97,12 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 185, "id": "4a1f2217-0b86-4b2d-bcfb-8441226387c8", "metadata": {}, "outputs": [], "source": [ - "def radial_plot(ax, colors, opacity, run_ids, label='', h=1, alpha=0, log=True, legend=True):\n", + "def radial_plot(ax, colors, opacity, run_ids, label='', h=1, alpha=0, log=True, legend=True, shift=0, rs=[0, 1, 2, 3, 5], y_k_axis=False):\n", " log = print if log else lambda *args, **kwargs: None\n", " data = load_run(*run_ids)\n", " log(f'Data points at {h=:.2f}mm: {np.isclose(data[\"h\"], h).sum()}')\n", @@ -169,7 +115,7 @@ " pd.set_option('display.max_rows', 120)\n", " #display(sel)\n", " \n", - " for r, color in zip([0, 1, 2, 3, 5], colors):\n", + " for r, color in zip(rs, colors):\n", " r_data = sel[np.isclose(sel['radius'], r, atol=0.001)]\n", " r_data = r_data.sort_values(by=['r'])\n", " if len(r_data) == 0:\n", @@ -177,6 +123,8 @@ " continue\n", " rd = np.array(r_data['r'])\n", " v = np.array(r_data['voltage_ratio'])\n", + " v_i = np.array(r_data['input_voltage'])\n", + " v_q = np.array(r_data['output_voltage'])\n", "\n", " dv = max(v) - min(v)\n", " dv /= max(v)\n", @@ -186,44 +134,63 @@ " rms *= 100\n", " log(f'{r=:.2f} mm: {dv=:.3f} % / {rms=:.3f} % ({len(r_data)} points)')\n", "\n", - " ax.plot(np.hstack([rd-360, rd, rd+360]), np.hstack([v, v, v]), color=color, alpha=opacity, label=f'r={r:.2f}mm {label}')\n", + " if y_k_axis:\n", + " s = 1j*2*np.pi*300e3\n", + " L = 0.725e-6\n", + " Z = 10\n", + " k = (1/v - np.sqrt(1/v**2 - 4*s*L/Z*(s*L/Z + 1)))/(2*s*L/Z)\n", + "\n", + " v_g = 3/(2*np.sqrt(2))\n", + " r_g = 50\n", + " #k = (1 + Z/(s*L))/(((v_g-v_i)*Z)/(v_q*r_g)-1)\n", + " y = k\n", + " else:\n", + " y = v\n", + "\n", + " x = np.hstack([rd-360, rd, rd+360])\n", + " y = np.hstack([y, y, y])\n", + " shift_elem = round(len(rd)/360*shift)\n", + " y = np.roll(y, shift_elem)\n", + " ax.plot(x, y, color=color, alpha=opacity, label=f'r={r:.2f}mm {label}')\n", " if legend:\n", " ax.legend()" ] }, { "cell_type": "code", - "execution_count": 10, - "id": "ff0f9cec-682a-4fce-b72c-3face4461ccb", + "execution_count": 186, + "id": "341d6755-b72a-4ca9-a193-8ea72449f1b0", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Data points at h=1.00mm: 4356\n", - "Data points at alpha=0.00mm: 1116\n", - "Data points at both: 1116\n", - "r=0.00 mm: dv=6.393 % / rms=0.093 % (36 points)\n", - "r=1.00 mm: dv=6.456 % / rms=0.083 % (36 points)\n", - "r=2.00 mm: dv=4.214 % / rms=0.058 % (36 points)\n", - "r=3.00 mm: dv=3.141 % / rms=0.046 % (36 points)\n", - "r=5.00 mm: dv=4.040 % / rms=0.053 % (36 points)\n", - "Data points at h=1.00mm: 4356\n", - "Data points at alpha=90.00mm: 1116\n", - "Data points at both: 1116\n", - "r=0.00 mm: dv=6.393 % / rms=0.093 % (36 points)\n", - "r=1.00 mm: dv=5.894 % / rms=0.074 % (36 points)\n", - "r=2.00 mm: dv=4.832 % / rms=0.057 % (36 points)\n", - "r=3.00 mm: dv=4.610 % / rms=0.060 % (36 points)\n", - "r=5.00 mm: dv=4.748 % / rms=0.067 % (36 points)\n" + "Data points at h=1.00mm: 23184\n", + "Data points at alpha=0.00mm: 606\n", + "Data points at both: 402\n", + "r=0.00 mm: dv=3.223 % / rms=0.078 % (72 points)\n", + "r=1.00 mm: dv=2.912 % / rms=0.099 % (72 points)\n", + "r=2.00 mm: dv=4.329 % / rms=0.130 % (72 points)\n", + "r=3.00 mm: dv=3.983 % / rms=0.147 % (72 points)\n", + "No data points at r=5.00 mm, continuing\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/lib/python3.12/site-packages/matplotlib/cbook.py:1762: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return math.isfinite(val)\n", + "/usr/lib/python3.12/site-packages/matplotlib/cbook.py:1398: ComplexWarning: Casting complex values to real discards the imaginary part\n", + " return np.asarray(x, float)\n" ] }, { "data": { - "image/png": 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", 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", 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" ] }, "metadata": {}, @@ -231,12 +198,392 @@ } ], "source": [ - "fig, ax = plt.subplots(1, 1, figsize=(10, 5))\n", - "radial_plot(ax, run_ids=[29], alpha=0, colors=plt.cm.tab10.colors, opacity=1)\n", - "radial_plot(ax, run_ids=[29], alpha=90, colors=plt.cm.tab10.colors, opacity=0.4, label='(a=90deg)')\n", + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "h=1\n", + "radial_plot(ax, run_ids=[55], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=r'$\\delta\\theta=0\\degree$', legend=False, y_k_axis=True)\n", "ax.grid()\n", - "fig.tight_layout()\n", - "ax.set_title('Tile 15, 3 turns, 4 twists')\n", + "ax.set_title('$n=3, k=1$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "fig.legend(handles, labels, loc='outside right center')\n", + "fig.savefig('tile_n3_k4_multiple_radius.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 194, + "id": "a71a35ac-130f-4ee4-8a5e-c0573482a7ec", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=0.00mm: 5069\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.738 % / rms=0.045 % (240 points)\n", + "r=1.00 mm: dv=1.494 % / rms=0.052 % (240 points)\n", + "r=2.00 mm: dv=1.639 % / rms=0.050 % (240 points)\n", + "r=3.00 mm: dv=2.877 % / rms=0.096 % (240 points)\n", + "r=5.00 mm: dv=3.718 % / rms=0.127 % (240 points)\n", + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=90.00mm: 5439\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.738 % / rms=0.045 % (240 points)\n", + "r=1.00 mm: dv=1.597 % / rms=0.048 % (240 points)\n", + "r=2.00 mm: dv=1.179 % / rms=0.032 % (240 points)\n", + "r=3.00 mm: dv=1.930 % / rms=0.070 % (240 points)\n", + "r=5.00 mm: dv=2.232 % / rms=0.072 % (240 points)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "h=1\n", + "radial_plot(ax, run_ids=[109], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=r'$\\delta\\theta=0\\degree$', legend=False, y_k_axis=False)\n", + "radial_plot(ax, run_ids=[109], h=h, alpha=90, colors=plt.cm.tab10.colors, opacity=0.4, label=r'$\\delta\\theta=90\\degree$', legend=False, y_k_axis=False)\n", + "ax.grid()\n", + "ax.set_title('$n=5, k=3$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "ax.set_ylabel('k')\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "fig.legend(handles, labels, loc='outside right center')\n", + "fig.savefig('tile_n5_k3_multiple_radius.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 198, + "id": "b2194179-e670-48bc-a83a-12211c6a0738", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.707 % / rms=0.057 % (240 points)\n", + "r=1.00 mm: dv=2.274 % / rms=0.102 % (240 points)\n", + "r=2.00 mm: dv=2.410 % / rms=0.095 % (240 points)\n", + "r=3.00 mm: dv=2.920 % / rms=0.106 % (240 points)\n", + "r=5.00 mm: dv=4.647 % / rms=0.162 % (240 points)\n", + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=0.00mm: 5069\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.738 % / rms=0.045 % (240 points)\n", + "r=1.00 mm: dv=1.494 % / rms=0.052 % (240 points)\n", + "r=2.00 mm: dv=1.639 % / rms=0.050 % (240 points)\n", + "r=3.00 mm: dv=2.877 % / rms=0.096 % (240 points)\n", + "r=5.00 mm: dv=3.718 % / rms=0.127 % (240 points)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "h=1\n", + "radial_plot(ax, run_ids=[101], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=r'$R_L=10\\Omega$', legend=False, y_k_axis=False)\n", + "radial_plot(ax, run_ids=[109], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=0.4, label=r'$R_L=\\infty$', legend=False, y_k_axis=False)\n", + "ax.grid()\n", + "ax.set_title('$n=5, k=3$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "ax.set_ylabel('k')\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "fig.legend(handles, labels, loc='outside right center')\n", + "fig.savefig('tile_n5_k3_multiple_radius.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 210, + "id": "7d13fca3-f0f3-478d-8658-a755aae5607e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 210, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# Check for scaling between measured k (unloaded voltage ratio) and loaded voltage ratio\n", + "\n", + "fig, ax = plt.subplots(layout='constrained')\n", + "alpha = 0\n", + "h = 1\n", + "rs = [0, 1, 2, 3, 5]\n", + "shift = 0\n", + "opacity = 1\n", + "label = ''\n", + "colors=plt.cm.tab10.colors\n", + "\n", + "datas = load_run(101), load_run(109)\n", + "sela = datas[0][np.isclose(datas[0]['radius'], 0) | np.isclose(datas[0]['origin_angle'], alpha, atol=0.1)]\n", + "sela = sela[np.isclose(sela['h'], h)]\n", + "sela.drop_duplicates()\n", + "\n", + "selb = datas[1][np.isclose(datas[1]['radius'], 0) | np.isclose(datas[1]['origin_angle'], alpha, atol=0.1)]\n", + "selb = selb[np.isclose(selb['h'], h)]\n", + "selb.drop_duplicates()\n", + "\n", + "for r, color in zip(rs, colors):\n", + " r_dataa = sela[np.isclose(sela['radius'], r, atol=0.001)]\n", + " r_dataa = r_dataa.sort_values(by=['r'])\n", + " r_datab = selb[np.isclose(selb['radius'], r, atol=0.001)]\n", + " r_datab = r_datab.sort_values(by=['r'])\n", + " rd = np.array(r_dataa['r'])\n", + " va = np.array(r_dataa['voltage_ratio'])\n", + " vb = np.array(r_datab['voltage_ratio'])\n", + " y = vb/va\n", + " \n", + " x = np.hstack([rd-360, rd, rd+360])\n", + " y = np.hstack([y, y, y])\n", + " shift_elem = round(len(rd)/360*shift)\n", + " y = np.roll(y, shift_elem)\n", + " ax.plot(x, y, color=color, alpha=opacity, label=f'r={r:.2f}mm {label}')\n", + "ax.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 118, + "id": "ef66f5ca-8b9c-4846-be84-75a882b5864b", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data points at h=5.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.629 % / rms=0.020 % (240 points)\n", + "r=1.00 mm: dv=1.595 % / rms=0.030 % (240 points)\n", + "r=2.00 mm: dv=2.326 % / rms=0.047 % (240 points)\n", + "r=3.00 mm: dv=3.299 % / rms=0.068 % (240 points)\n", + "r=5.00 mm: dv=4.204 % / rms=0.084 % (240 points)\n", + "Data points at h=5.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=0.00 mm: dv=1.629 % / rms=0.020 % (240 points)\n", + "r=1.00 mm: dv=1.359 % / rms=0.021 % (240 points)\n", + "r=2.00 mm: dv=1.463 % / rms=0.026 % (240 points)\n", + "r=3.00 mm: dv=2.407 % / rms=0.036 % (240 points)\n", + "r=5.00 mm: dv=3.400 % / rms=0.053 % (240 points)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "h=5\n", + "radial_plot(ax, run_ids=[101], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=r'$\\delta\\theta=0\\degree$', legend=False)\n", + "radial_plot(ax, run_ids=[101], h=h, alpha=90, colors=plt.cm.tab10.colors, opacity=0.4, label=r'$\\delta\\theta=90\\degree$', shift=-90, legend=False)\n", + "ax.grid()\n", + "ax.set_title('$n=3, k=1$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "handles = np.array(handles).reshape((2, -1)).flatten('F')\n", + "labels = np.array(labels).reshape((2, -1)).flatten('F')\n", + "fig.legend(handles, labels, loc='outside right center')\n", + "fig.savefig('tile_n3_k4_multiple_radius.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 128, + "id": "ce312f5d-bee6-4f49-98db-5f4ecc62265c", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "for h in [0, 1, 2, 3, 5]:\n", + " radial_plot(ax, run_ids=[101], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=fr'$\\delta\\theta=0\\degree, h={h}$', legend=False, rs=[0], log=False)\n", + " radial_plot(ax, run_ids=[101], h=h, alpha=90, colors=plt.cm.tab10.colors, opacity=0.4, label=fr'$\\delta\\theta=90\\degree, h={h}$', shift=-90, legend=False, rs=[0], log=False)\n", + "ax.grid()\n", + "ax.set_title('$n=3, k=1$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "handles = np.array(handles).reshape((2, -1)).flatten('F')\n", + "labels = np.array(labels).reshape((2, -1)).flatten('F')\n", + "#fig.legend(handles, labels, loc='outside right center')\n", + "fig.savefig('tile_n3_k4_multiple_radius.pdf')" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "f768ce7c-7bc7-4b9d-9dd3-8bf1bdcc2d45", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data points at h=0.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=5.029 % / rms=0.194 % (240 points)\n", + "Data points at h=0.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=2.824 % / rms=0.104 % (240 points)\n", + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=4.647 % / rms=0.162 % (240 points)\n", + "Data points at h=1.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=3.920 % / rms=0.104 % (240 points)\n", + "Data points at h=2.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=4.492 % / rms=0.133 % (240 points)\n", + "Data points at h=2.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=3.851 % / rms=0.091 % (240 points)\n", + "Data points at h=3.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=4.519 % / rms=0.120 % (240 points)\n", + "Data points at h=3.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=3.413 % / rms=0.078 % (240 points)\n", + "Data points at h=5.00mm: 2160\n", + "Data points at alpha=0.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=4.204 % / rms=0.084 % (240 points)\n", + "Data points at h=5.00mm: 2160\n", + "Data points at alpha=90.00mm: 6000\n", + "Data points at both: 1200\n", + "r=5.00 mm: dv=3.400 % / rms=0.053 % (240 points)\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1, 1, figsize=(6, 3), layout='constrained')\n", + "for h in [0, 1, 2, 3, 5]:\n", + " radial_plot(ax, run_ids=[101], h=h, alpha=0, colors=plt.cm.tab10.colors, opacity=1, label=fr'$\\delta\\theta=0\\degree, h={h}$', legend=False, rs=[5])\n", + " radial_plot(ax, run_ids=[101], h=h, alpha=90, colors=plt.cm.tab10.colors, opacity=0.4, label=fr'$\\delta\\theta=90\\degree, h={h}$', shift=-90, legend=False, rs=[5])\n", + "ax.grid()\n", + "ax.set_title('$n=3, k=1$')\n", + "ax.set_xlim([-30, 360+30])\n", + "ylim = ax.get_ylim()\n", + "ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", + "ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + "ax.set_ylim(ylim)\n", + "ticks = list(range(0, 361, 90))\n", + "ax.set_xticks(ticks)\n", + "ax.set_xticklabels(map(str, ticks))\n", + "handles, labels = ax.get_legend_handles_labels()\n", + "handles = np.array(handles).reshape((2, -1)).flatten('F')\n", + "labels = np.array(labels).reshape((2, -1)).flatten('F')\n", + "#fig.legend(handles, labels, loc='outside right center')\n", "fig.savefig('tile_n3_k4_multiple_radius.pdf')" ] }, @@ -322,13 +669,13 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 168, "id": "e4ae8bd8-94c7-4db4-b1da-2251c8382e58", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -341,13 +688,19 @@ "fig, axs = plt.subplots(1, 3, figsize=(6, 2), layout='constrained', sharey=True)\n", "#radial_plot(ax, alpha=0, colors=plt.cm.tab10.colors, opacity=0.4)\n", "for ax, id, k, tn in zip(axs, [42, 47, 29], [0, 1, 4], [3, 9, 15]):\n", - " radial_plot(ax, run_ids=[id], alpha=90, colors=plt.cm.tab10.colors, opacity=1, log=False, h=1, legend=False) #, label=f'({k} twists, run {id})')\n", + " radial_plot(ax, run_ids=[id], alpha=90, colors=plt.cm.tab10.colors, opacity=1, log=False, h=1, legend=False, rs=[0,1,2,3]) #, label=f'({k} twists, run {id})')\n", " ax.grid()\n", " ax.set_ylim([0.040, 0.070])\n", " ax.set_xlim([-30, 360+30])\n", " ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", " ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", " ax.set_title(f'n=3, k={k}')\n", + " ticks = list(range(0, 361, 120))\n", + " ax.set_xticks(ticks)\n", + " ax.set_xticklabels(map(str, ticks))\n", + " ax.set_xlabel(r'$\\theta \\left[\\degree\\right]$')\n", + "\n", + "axs[0].set_ylabel(r'$V_o / V_i$')\n", "handles, labels = ax.get_legend_handles_labels()\n", "fig.legend(handles, labels, loc='outside right center')\n", "fig.savefig('symmetry_3turn_n_twist.pdf')" @@ -355,13 +708,13 @@ }, { "cell_type": "code", - "execution_count": 43, + "execution_count": 169, "id": "11190bef-7204-47c3-9fd2-24e525744632", "metadata": {}, "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -380,7 +733,13 @@ " ax.set_xlim([-30, 360+30])\n", " ax.fill_between([-30, 0], 0, 1, color='black', alpha=0.05)\n", " ax.fill_between([360, 390], 0, 1, color='black', alpha=0.05)\n", + " ticks = list(range(0, 361, 120))\n", + " ax.set_xticks(ticks)\n", + " ax.set_xticklabels(map(str, ticks))\n", " ax.set_title(f'n=10, k={k}')\n", + " ax.set_xlabel(r'$\\theta \\left[\\degree\\right]$')\n", + "\n", + "axs[0].set_ylabel(r'$V_o / V_i$')\n", "handles, labels = ax.get_legend_handles_labels()\n", "fig.legend(handles, labels, loc='outside right center')\n", "fig.savefig('symmetry_10turn_n_twist.pdf')"