{ "cells": [ { "cell_type": "markdown", "id": "8a77807f92f26ee", "metadata": {}, "source": [ "# This is a sample Jupyter Notebook\n", "\n", "Below is an example of a code cell. \n", "Put your cursor into the cell and press Shift+Enter to execute it and select the next one, or click 'Run Cell' button.\n", "\n", "Press Double Shift to search everywhere for classes, files, tool windows, actions, and settings.\n", "\n", "To learn more about Jupyter Notebooks in PyCharm, see [help](https://www.jetbrains.com/help/pycharm/ipython-notebook-support.html).\n", "For an overview of PyCharm, go to Help -> Learn IDE features or refer to [our documentation](https://www.jetbrains.com/help/pycharm/getting-started.html)." ] }, { "cell_type": "code", "id": "fbc121e30a2defb3", "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:10.696394Z", "start_time": "2025-09-03T06:31:10.268012Z" } }, "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", "import pandas as pd\n", "\n", "# plt.rcParams['figure.figsize'] = [25, 15]" ], "outputs": [], "execution_count": 2 }, { "cell_type": "code", "id": "a96ea0301fc7692a", "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:10.709898Z", "start_time": "2025-09-03T06:31:10.701492Z" } }, "source": [ "with open('./lut_channnel_sweep.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", "with open('./lut_filter_sweep.csv') as csvfile:\n", " spamreader = csv.reader(csvfile, delimiter=',', quotechar='|')\n", " rows = list(spamreader)\n", " filters = [int(row[0]) for row in rows]\n", " filter_meas = [float(row[1]) for row in rows]\n", "with open('./lut_input_sweep.csv') as csvfile:\n", " spamreader = csv.reader(csvfile, delimiter=',', quotechar='|')\n", " rows = list(spamreader)\n", " inputs = [int(row[0]) for row in rows]\n", " input_meas = [float(row[1]) for row in rows]\n", "with open('./lut_channel_filter_sweep.csv') as csvfile:\n", " spamreader = csv.reader(csvfile, delimiter=',', quotechar='|')\n", " rows = list(spamreader)\n", " channel_cf = [int(row[0]) for row in rows[1:]]\n", " filters_cf = [int(row[1]) for row in rows[1:]]\n", " channel_filter_meas = [float(row[2]) for row in rows[1:]]\n" ], "outputs": [], "execution_count": 3 }, { "cell_type": "code", "id": "79eaf4a295ca7143", "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:10.759034Z", "start_time": "2025-09-03T06:31:10.755455Z" } }, "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_rect(c:int , m_u: float, b_u: float, m_l: float, b_l: float) -> float:\n", " if ((c - 1) % 8) < 4:\n", " return calc_upper(c, m_u, b_u)\n", " else:\n", " return calc_lower(c, m_l, b_l)\n" ], "outputs": [], "execution_count": 4 }, { "cell_type": "code", "id": "b098c375bdbc1389", "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:10.822958Z", "start_time": "2025-09-03T06:31:10.814983Z" } }, "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" ], "outputs": [], "execution_count": 5 }, { "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:10.871331Z", "start_time": "2025-09-03T06:31:10.869196Z" } }, "cell_type": "code", "source": "", "id": "c7abf7a2802a93b8", "outputs": [], "execution_count": null }, { "cell_type": "code", "id": "e93f7a254e1da4d9", "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:12.183086Z", "start_time": "2025-09-03T06:31:10.923106Z" } }, "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", "# upper_sampled_channels = [7, 515]\n", "# lower_sampled_channels = [1, 529]\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_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", "\n", "\n", "# r_c = [c / 10 for c in range(1, 10240)]\n", "r_c = channels\n", "\n", "r_v_upper = [calc_upper(c, upper_m, upper_b) for c in 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", "r_v_rect = [calc_rect(c, upper_m, upper_b, lower_m, lower_b) 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_rect = [np.abs((approx - meas) / meas) for approx, meas in zip(r_v_rect, channel_meas)]\n", "\n", "# print(np.mean(err_sine))\n", "print(np.mean(err_rect))\n", "\n", "fig = go.Figure()\n", "fig.add_trace(go.Scatter(x=channels, y=channel_meas, name=\"Channel Measurements\", mode=\"markers\"))\n", "fig.add_trace(go.Scatter(x=filters, y=filter_meas, name=\"Filter Measurements\", mode=\"markers\"))\n", "\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\", mode=\"markers\"))\n", "# fig.add_trace(go.Scatter(x=r_c, y=r_v_lower, name=\"Lower_steps\", mode=\"markers\"))\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_rect, name=\"Rect Steps\"))\n", "\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_rect, name=\"Rect Errors\", mode=\"markers\"))\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" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.016604167625824784\n" ] }, { "data": { "application/vnd.plotly.v1+json": { "data": [ { "mode": "markers", "name": "Channel Measurements", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 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"rgb(17,17,17)", "subunitcolor": "#506784", "showland": true, "showlakes": true, "lakecolor": "rgb(17,17,17)" }, "title": { "x": 0.05 }, "updatemenudefaults": { "bgcolor": "#506784", "borderwidth": 0 }, "sliderdefaults": { "bgcolor": "#C8D4E3", "borderwidth": 1, "bordercolor": "rgb(17,17,17)", "tickwidth": 0 }, "mapbox": { "style": "dark" } } }, "autosize": false, "width": 2000, "height": 1000 }, "config": { "plotlyServerURL": "https://plot.ly" } } }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 6 }, { "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:12.380075Z", "start_time": "2025-09-03T06:31:12.344866Z" } }, "cell_type": "code", "source": [ "with open('./lut_filter_sweep.csv') as csvfile:\n", " spamreader = csv.reader(csvfile, delimiter=',', quotechar='|')\n", " rows = list(spamreader)\n", " filters = [int(row[0]) for row in rows]\n", " filter_meas = [float(row[1]) for row in rows]\n", "fig = go.Figure()\n", "fig.add_trace(go.Scatter(x=filters, y=filter_meas, name=\"Filter Measurements\"))\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", ")" ], "id": "9a653659b7f067cf", "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "name": "Filter Measurements", "x": [ 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 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"#f2f5fa", "arrowhead": 0, "arrowwidth": 1 }, "geo": { "bgcolor": "rgb(17,17,17)", "landcolor": "rgb(17,17,17)", "subunitcolor": "#506784", "showland": true, "showlakes": true, "lakecolor": "rgb(17,17,17)" }, "title": { "x": 0.05 }, "updatemenudefaults": { "bgcolor": "#506784", "borderwidth": 0 }, "sliderdefaults": { "bgcolor": "#C8D4E3", "borderwidth": 1, "bordercolor": "rgb(17,17,17)", "tickwidth": 0 }, "mapbox": { "style": "dark" } } }, "autosize": false, "width": 2000, "height": 1000 }, "config": { "plotlyServerURL": "https://plot.ly" } } }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 8 }, { "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:12.940623Z", "start_time": "2025-09-03T06:31:12.584628Z" } }, "cell_type": "code", "source": [ "\n", "\n", "# Read data from a csv\n", "df = pd.read_csv('./lut_channel_filter_sweep.csv', usecols=[\"channels\", \"filters\", \"ms\"])\n", "split_df = df.groupby('channels')\n", "fig = go.Figure()\n", "#\n", "# for category, category_df in split_df:\n", "# fig.add_trace(go.Scatter(\n", "# # x=category_df['channels'],\n", "# x=category_df['filters'],\n", "# y=category_df['ms'],\n", "# # mode='markers',\n", "# marker=dict(size=7),\n", "# name=f\"channel {category}\",\n", "# mode='markers+lines',\n", "# line=dict(\n", "# dash='dash',\n", "# width=.5\n", "# )\n", "# ))\n", "#\n", "# # Customize the plot\n", "# fig.update_layout(\n", "# scene=dict(\n", "# xaxis_title='channels',\n", "# yaxis_title='filters',\n", "# zaxis_title='ms'\n", "# ),\n", "# width=1600,\n", "# height=1200,\n", "# template='plotly_white',\n", "# )\n", "# fig.layout.scene.camera.projection.type = \"orthographic\"\n", "# # Display the plot\n", "# fig.show()\n", "# fig = go.Figure()\n", "# split_df = df.groupby('filters')\n", "#\n", "# for category, category_df in split_df:\n", "# fig.add_trace(go.Scatter(\n", "# # x=category_df['channels'],\n", "# x=category_df['channels'],\n", "# y=category_df['ms'],\n", "# # mode='markers',\n", "# marker=dict(size=7),\n", "# name=f\"filter {category}\",\n", "# mode='markers+lines',\n", "# line=dict(\n", "# dash='dash',\n", "# width=.5\n", "# )\n", "# ))\n", "#\n", "# # Customize the plot\n", "# fig.update_layout(\n", "# scene=dict(\n", "# xaxis_title='channels',\n", "# yaxis_title='filters',\n", "# zaxis_title='ms'\n", "# ),\n", "# width=1600,\n", "# height=1200,\n", "# template='plotly_white',\n", "# )\n", "# fig.layout.scene.camera.projection.type = \"orthographic\"\n", "# # Display the plot\n", "# fig.show()\n", "# fig = go.Figure()\n", "\n", "# for category, category_df in split_df:\n", "# df.sort_values()\n", "# x=df['channels']\n", "# y=df['filters']\n", "# z=df['ms']\n", "\n", "x_unique = list(set(df[\"channels\"]))\n", "x_unique.sort()\n", "y_unique = list(set(df[\"filters\"]))\n", "y_unique.sort()\n", "# print(y_unique)\n", "z = []\n", "for y in y_unique:\n", " z.append([])\n", " for x in x_unique:\n", " z[-1].append(df.loc[df[\"channels\"] == x].loc[df[\"filters\"] == y][\"ms\"].values[0])\n", "# np.reshape([x.shape[0], y.shape[0]])\n", "# print(z)\n", "fig.add_trace(go.Scatter3d(\n", " x=df['channels'],\n", " y=df['filters'],\n", " z=df['ms'],\n", " mode='markers',\n", " marker=dict(size=7),\n", " # name=f\"channel {category}\",\n", " # mode='markers+lines',\n", " line=dict(\n", " dash='dash',\n", " width=.5\n", " )\n", "))\n", "fig.add_trace(go.Surface(\n", " x=x_unique,\n", " y=y_unique,\n", " z=z,\n", "))\n", "# Customize the plot\n", "fig.update_layout(\n", " scene=dict(\n", " xaxis_title='channels',\n", " yaxis_title='filters',\n", " zaxis_title='ms'\n", " ),\n", " width=1600,\n", " height=1200,\n", " template='plotly_white',\n", ")\n", "fig.layout.scene.camera.projection.type = \"orthographic\"\n", "# Display the plot\n", "fig.show()\n" ], "id": "51ca081aacbae203", "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "data": [ { "line": { "dash": "dash", "width": 0.5 }, "marker": { "size": 7 }, "mode": 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"config": { "plotlyServerURL": "https://plot.ly" } } }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 9 }, { "metadata": { "ExecuteTime": { "end_time": "2025-09-03T06:31:13.003106Z", "start_time": "2025-09-03T06:31:12.950080Z" } }, "cell_type": "code", "source": [ "fig = go.Figure()\n", "split_df = df.groupby('filters')\n", "first = True\n", "for category, category_df in split_df:\n", " # if not first:\n", " # continue\n", " upper_right = 195\n", " upper_left = 129\n", " lower_right = 192\n", " lower_left = 126\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", "\n", " upper_right_meas = category_df.loc[category_df[\"channels\"] == upper_right][\"ms\"].values[0]\n", " upper_left_meas = category_df.loc[category_df[\"channels\"] == upper_left][\"ms\"].values[0]\n", "\n", " lower_right_meas = category_df.loc[category_df[\"channels\"] == lower_right][\"ms\"].values[0]\n", " lower_left_meas = category_df.loc[category_df[\"channels\"] == lower_left][\"ms\"].values[0]\n", "\n", " print(upper_right_meas)\n", " print(upper_left_meas)\n", "\n", " upper_m, upper_b = lin_interpol(upper_left - 3, upper_right - 3, upper_left_meas, upper_right_meas)\n", " lower_m, lower_b = lin_interpol(lower_left, lower_right, lower_left_meas, lower_right_meas)\n", " # print(list(category_df['channels']))\n", " # print(list(range(category_df['channels'][0], list(category_df['channels'])[-1])))\n", " start = list(category_df['channels'])[0]\n", " end = list(category_df['channels'])[-1]\n", " r_c = list(range(start, end))\n", "\n", " r_v_upper = [calc_upper(c, upper_m, upper_b) for c in r_c]\n", " r_v_lower = [calc_lower(c, lower_m, lower_b) for c in r_c]\n", "\n", " # fig.add_trace(go.Scatter(x=r_c, y=[c * upper_m + upper_b for c in r_c], name=\"Upper Sampled Channels\"))\n", " # fig.add_trace(go.Scatter(x=r_c, y=[c * lower_m + lower_b for c in r_c], name=\"Lower Sampled Channels\"))\n", " r_v_rect = [calc_rect(c, upper_m, upper_b, lower_m, lower_b) for c in r_c]\n", "\n", " fig.add_trace(go.Scatter(\n", " # x=category_df['channels'],\n", " x=category_df['channels'],\n", " y=category_df['ms'],\n", " # mode='markers',\n", " marker=dict(size=7),\n", " name=f\"filter {category}\",\n", " mode='markers+lines',\n", " line=dict(\n", " dash='dash',\n", " width=.5\n", " )\n", " ))\n", " # fig.add_trace(go.Scatter(\n", " # x=r_c,\n", " # y=r_v_upper,\n", " # name=f\"Upper filter {category}\",\n", " # mode='lines',\n", " # ))\n", " #\n", " # fig.add_trace(go.Scatter(\n", " # x=r_c,\n", " # y=r_v_lower,\n", " # name=f\"Lower filter {category}\",\n", " # mode='lines',\n", " # ))\n", " fig.add_trace(go.Scatter(\n", " # x=category_df['channels'],\n", " x=r_c,\n", " y=r_v_rect,\n", " # mode='markers',\n", "\n", " name=f\"Approximation filter {category}\",\n", " mode='lines',\n", "\n", " ))\n", "\n", "\n", " first = False\n", 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