From d68c3b494ff4bd6aefb3b1443e9a805688c2c1e3 Mon Sep 17 00:00:00 2001 From: Iaphetes Date: Fri, 15 Aug 2025 16:56:42 +0200 Subject: [PATCH] Initial commit --- .idea/.gitignore | 8 + .idea/misc.xml | 7 + .idea/modules.xml | 8 + PyCharmMiscProject.iml | 10 + newplot.png | Bin 0 -> 245244 bytes newplot1.png | Bin 0 -> 63574 bytes notebook.ipynb | 7214 ++++++++++++++++++++++++++++++++++++++++ some.csv | 512 +++ 8 files changed, 7759 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 PyCharmMiscProject.iml create mode 100644 newplot.png create mode 100644 newplot1.png create mode 100644 notebook.ipynb create mode 100644 some.csv diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 0000000..13566b8 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,8 @@ +# Default ignored files +/shelf/ +/workspace.xml +# Editor-based HTTP Client requests +/httpRequests/ +# Datasource local storage 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"2025-08-15T09:41:42.374585Z", + "start_time": "2025-08-15T09:41:42.366946Z" + } + }, + "cell_type": "code", + "source": [ + "# import matplotlib.pyplot as plt\n", + "import csv\n", + "import math\n", + "import plotly.graph_objects as go\n", + "import numpy as np\n", + "from jupyter_client.connect import channel_socket_types\n", + "from prompt_toolkit.key_binding.bindings.named_commands import uppercase_word\n", + "# plt.rcParams['figure.figsize'] = [25, 15]" + ], + "id": "fbc121e30a2defb3", + "outputs": [], + "execution_count": 87 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-08-15T13:50:51.376122Z", + "start_time": "2025-08-15T13:50:51.365041Z" + } + }, + "cell_type": "code", + "source": [ + "with open('/home/aoster/some.csv') as csvfile:\n", + " spamreader = csv.reader(csvfile, delimiter=',', quotechar='|')\n", + " rows = list(spamreader)\n", + " channels = [int(row[0]) for row in rows]\n", + " channel_meas = [float(row[1]) for row in rows]\n", + " # print(rows)" + ], + "id": "a96ea0301fc7692a", + "outputs": [], + "execution_count": 219 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-08-15T14:44:59.021272Z", + "start_time": "2025-08-15T14:44:59.008370Z" + } + }, + "cell_type": "code", + "source": [ + "def calc_upper(c: int, m: float, b: float) -> float:\n", + " return np.floor(c / 32) * 32 * m + b\n", + "def calc_lower(c: int, m: float, b: float) -> float:\n", + " return np.ceil(c / 32) * 32 * m + b\n", + "def calc_mean(c:int , m_u: float, b_u: float, m_l: float, b_l: float) -> float:\n", + " return (calc_upper(c, m_u, b_u) + calc_lower(c, m_l, b_l)) / 2\n", + "def calc_sine(c:int , m_u: float, b_u: float, m_l: float, b_l: float, amp_factor: float, freq_factor: float) -> float:\n", + " # return np.sin(c%32 / np.pi * 2.5) * (.05 * np.ceil(c / 32)) + calc_mean(c, m_u, b_u, m_l, b_l)\n", + " return np.sin(c%32 / np.pi * freq_factor) * (amp_factor * np.ceil(c / 32)) + calc_mean(c, m_u, b_u, m_l, b_l)\n" + ], + "id": "79eaf4a295ca7143", + "outputs": [], + "execution_count": 239 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-08-15T14:44:59.201138Z", + "start_time": "2025-08-15T14:44:59.193282Z" + } + }, + "cell_type": "code", + "source": [ + "def lin_interpol(x0:float, x1:float, y0:float, y1:float) -> (float, float):\n", + " m = (y1 - y0) / (x1 - x0)\n", + " b = y1 - m * x1\n", + " return m, b" + ], + "id": "b098c375bdbc1389", + "outputs": [], + "execution_count": 240 + }, + { + "metadata": { + "ExecuteTime": { + "end_time": "2025-08-15T14:52:54.110688Z", + "start_time": "2025-08-15T14:52:54.070141Z" + } + }, + "cell_type": "code", + "source": [ + "first_order_approx = []\n", + "second_order_approx = []\n", + "pol_approx = []\n", + "\n", + "\n", + "\n", + "# upper_sampled_channels = [1, 3, 5, 9, 15, 33, 65, 129, 257, 513, 993]\n", + "upper_sampled_channels = [7, 993]\n", + "lower_sampled_channels = [1, 991]\n", + "# print(len(upper_sampled_channels))\n", + "\n", + "upper_sampled_channel_meas = [channel_meas[channels.index(c)] for c in upper_sampled_channels]\n", + "lower_sampled_channel_meas = [channel_meas[channels.index(c)] for c in lower_sampled_channels]\n", + "\n", + "upper_m = (upper_sampled_channel_meas[1] - upper_sampled_channel_meas[0]) / (upper_sampled_channels[1] - upper_sampled_channels[0])\n", + "upper_b = upper_sampled_channel_meas[1] - upper_m * upper_sampled_channels[1]\n", + "lower_m = (lower_sampled_channel_meas[1] - lower_sampled_channel_meas[0]) / (lower_sampled_channels[1] - lower_sampled_channels[0])\n", + "lower_b = lower_sampled_channel_meas[1] - lower_m * lower_sampled_channels[1]\n", + "\n", + "print(upper_m, upper_b)\n", + "upper_m, upper_b = lin_interpol( upper_sampled_channels[0], upper_sampled_channels[1], upper_sampled_channel_meas[0], upper_sampled_channel_meas[1])\n", + "lower_m, lower_b = lin_interpol(lower_sampled_channels[0], lower_sampled_channels[1], lower_sampled_channel_meas[0], lower_sampled_channel_meas[1])\n", + "print(upper_m, upper_b)\n", + "\n", + "\n", + "r_c = [c / 10 for c in range(1, 10240)]\n", + "r_c = channels\n", + "# print(r_c)\n", + "r_v_upper = [calc_upper(c, upper_m, upper_b) for c in r_c]\n", + "\n", + "# print(r_c)\n", + "r_v_lower = [calc_lower(c, lower_m, lower_b) for c in r_c]\n", + "r_v_mean = [calc_mean(c,upper_m, upper_b, lower_m, lower_b) for c in r_c]\n", + "\n", + "# r_v_mean = [np.mean([u, l]) for (u, l) in zip(r_v_upper, r_v_lower)]\n", + "\n", + "r_v_sine = [calc_sine(c, upper_m, upper_b, lower_m, lower_b, 0.05, 2.5) for c in r_c]\n", + "\n", + "err_upper = [np.abs((approx - meas) / meas) for approx, meas in zip(r_v_upper, channel_meas)]\n", + "err_lower = [np.abs((approx - meas) / meas) for approx, meas in zip(r_v_lower, channel_meas)]\n", + "err_mean = [np.abs((approx - meas) / meas) for approx, meas in zip(r_v_mean, channel_meas)]\n", + "err_sine = [np.abs((approx - meas) / meas) for approx, meas in zip(r_v_sine, channel_meas)]\n", + "print(np.mean(err_sine))\n", + "# plt.plot(channels, channel_meas)\n", + "# plt.plot(channels, approx)\n", + "# plt.show()\n", + "\n", + "fig = go.Figure()\n", + "fig.add_trace(go.Scatter(x=channels, y=channel_meas, name=\"Channel Measurements\"))\n", + "# fig.add_trace(go.Scatter(x=list(range(1024)), y=[c * upper_m + upper_b for c in range(1024)], name=\"Upper Sampled Channels\"))\n", + "# fig.add_trace(go.Scatter(x=list(range(1024)), y=[c * lower_m + lower_b for c in range(1024)], name=\"Lower Sampled Channels\"))\n", + "# fig.add_trace(go.Scatter(x=r_c, y=r_v_upper, name=\"Upper_steps\"))\n", + "# fig.add_trace(go.Scatter(x=r_c, y=r_v_lower, name=\"Lower_steps\"))\n", + "# fig.add_trace(go.Scatter(x=r_c, y=r_v_mean, name=\"Mean Steps\"))\n", + "fig.add_trace(go.Scatter(x=r_c, y=r_v_sine, name=\"Sine Steps\"))\n", + "fig.add_trace(go.Scatter(x=r_c, y=err_upper, name=\"Upper Errors\"))\n", + "fig.add_trace(go.Scatter(x=r_c, y=err_lower, name=\"Lower Errors\"))\n", + "fig.add_trace(go.Scatter(x=r_c, y=err_mean, name=\"Mean Errors\"))\n", + "fig.add_trace(go.Scatter(x=r_c, y=err_sine, name=\"Sine Errors\"))\n", + "\n", + "fig.update_layout(\n", + " autosize=False,\n", + " width=2000,\n", + " height=1000,\n", + " # margin=dict(\n", + " # l=50,\n", + " # r=50,\n", + " # b=100,\n", + " # t=100,\n", + " # pad=4\n", + " # ),\n", + ")\n" + ], + "id": "e93f7a254e1da4d9", + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.034859607127407585 1.4743395442270284\n", + "0.034859607127407585 1.4743395442270284\n", + "0.028253851455235686\n" + ] + }, + { + "data": { + "application/vnd.plotly.v1+json": { + "data": [ + { + "name": "Channel Measurements", + "x": [ + 1, + 3, + 5, + 7, + 9, + 11, + 13, + 15, + 17, + 19, + 21, + 23, + 25, + 27, + 29, + 31, + 33, + 35, + 37, + 39, + 41, + 43, + 45, + 47, + 49, + 51, + 53, + 55, + 57, + 59, + 61, + 63, + 65, + 67, + 69, + 71, + 73, + 75, + 77, + 79, + 81, + 83, + 85, + 87, 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