{ "cells": [ { "cell_type": "raw", "id": "cd69999d-d433-4e57-8384-52b8bffd9e11", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ ".. _notebooks-interactive-plots:" ] }, { "cell_type": "markdown", "id": "bd4da06b-efac-4da8-bfa4-914fd0c4ddca", "metadata": {}, "source": [ "# Interactive plots" ] }, { "cell_type": "raw", "id": "d88c440e-be8d-479c-8e28-6209c505770c", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Instead of creating a :class:`.MultipactorTest` from a single `CSV` file, you can create if from a :class:`.PowerStepSet`. It allows you to make interactive plots, to study which :class:`.PowerStep` created wich sample index.\n", "\n", ".. see-also::\n", " `The loading notebook` for the different ways of creating a :class:`.MultipactorTest`." ] }, { "cell_type": "code", "execution_count": 1, "id": "d436874b-6303-4447-99ca-a69460a7375c", "metadata": {}, "outputs": [], "source": [ "from functools import partial\n", "from pathlib import Path\n", "import tempfile\n", "import tomllib\n", "from numpy.typing import NDArray\n", "\n", "from multipac_testbench import PowerStepSet\n", "from multipac_testbench.data import config_path\n", "from multipac_testbench.data.power_steps import power_step_set_example\n", "from multipac_testbench.multipactor_test.helper import take_median\n", "from multipac_testbench.instruments import CurrentProbe, FieldProbe, ForwardPower\n", "\n", "with open(config_path, \"rb\") as f:\n", " config = tomllib.load(f)\n", "\n", "power_step_set = PowerStepSet(\n", " power_step_set_example,\n", " config=config,\n", " freq_mhz=140.0,\n", " swr=1.0,\n", " is_raw=True,\n", " create_virtual_instruments=False,\n", ")" ] }, { "cell_type": "code", "execution_count": 2, "id": "6cee1fb9-7dd8-4565-a6fc-1d29905a811a", "metadata": {}, "outputs": [], "source": [ "def average(raw_data: NDArray) -> float:\n", " \"\"\"Return average over last 100 points.\"\"\"\n", " return take_median(raw_data, first_index=-100, last_index=-1)\n", "\n", "def average_for_power(raw_data: NDArray) -> float:\n", " \"\"\"Return average over last 40 points.\n", " \n", " Use it for Power signals, which are shifted wrt other signals.\n", " \n", " \"\"\"\n", " return take_median(raw_data, first_index=-40, last_index=-1)\n" ] }, { "cell_type": "raw", "id": "b65d2d25-ff4a-4114-b834-ef2920a9551f", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "Now you can create a :class:`.MultipactorTest` file and reuse it." ] }, { "cell_type": "code", "execution_count": 3, "id": "5922c868-02f2-4500-bf6a-10da7efc32ca", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/placais/Documents/simulation/python/multipac_testbench/src/multipac_testbench/util/physics.py:28: RuntimeWarning: invalid value encountered in sqrt\n", " reflection_coefficient = np.abs(np.sqrt(reflected_power / forward_power))\n", "ERROR:root:column_header = 'NI9205_E1' not present in provided file. Skipping associated instrument.\n" ] } ], "source": [ "with tempfile.NamedTemporaryFile(suffix=\".csv\") as tmp:\n", " multipactor_test = power_step_set.to_multipactor_test(\n", " reducer=average,\n", " special_reducers={\n", " \"NI9205_Power1\": average_for_power,\n", " \"NI9205_Power2\": average_for_power\n", " },\n", " csv_path=Path(tmp.name),\n", " )" ] }, { "cell_type": "markdown", "id": "921f2d93-0bfc-4641-a1a2-4075b9c23d4f", "metadata": {}, "source": [ "Clicking on somewhere on the graph should pick up the associated power step and plot it in a new figure. Currently does not work in notebooks." ] }, { "cell_type": "code", "execution_count": 4, "id": "3b902031-010a-497b-aaa2-d303847f6656", "metadata": {}, "outputs": [], "source": [ "%matplotlib widget" ] }, { "cell_type": "code", "execution_count": 5, "id": "b05eb57f-03df-45ac-97f5-e896461342dd", "metadata": { "scrolled": true }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "dc9b14e05d0d44e28a8cb854fdd72fb4", "version_major": 2, "version_minor": 0 }, "image/png": 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", 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