{ "cells": [ { "attachments": {}, "cell_type": "markdown", "metadata": {}, "source": [ "# Lesson 3, Part B: Show Data - Concise Summary\n", "\n", "[Lesson 3](https://bcda-aps.github.io/bluesky_training/tutor/_lesson3a.html) demonstrated how bluesky can show data as it is acquired. This notebook provides a concise summary, which should be a good general starting point for users.\n", "\n", "**note**: This tutorial expects to find an EPICS IOC on the local network configured as a synApps [xxx](https://github.com/epics-modules/xxx) IOC with prefix `sky:`. A docker container is available to provide this IOC. See this URL for instructions: https://github.com/prjemian/epics-docker/blob/master/n3_synApps/README.md" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "%matplotlib inline\n", "\n", "from ophyd import EpicsMotor\n", "from ophyd.scaler import ScalerCH\n", "from bluesky import RunEngine\n", "import bluesky.plans as bp\n", "from bluesky.callbacks.best_effort import BestEffortCallback\n", "from apstools.devices import use_EPICS_scaler_channels" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "# for jupyterlab ...\n", "# https://stackoverflow.com/a/51932652\n", "# %matplotlib inline" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "RE = RunEngine({})\n", "RE.subscribe(BestEffortCallback())\n", "\n", "P = \"gp:\" # or use your IOC's PV prefix here\n", "\n", "m1 = EpicsMotor(f\"{P}m1\", name=\"m1\")\n", "scaler = ScalerCH(f\"{P}scaler1\", name=\"scaler\")\n", "m1.wait_for_connection()\n", "scaler.wait_for_connection()\n", "scaler.select_channels(None)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Count the detector (5 times)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "Transient Scan ID: 1 Time: 2023-04-13 16:25:56\n", "Persistent Unique Scan ID: 'acfc04de-dc2d-461b-9f7e-a19dd7f9535d'\n", "New stream: 'primary'\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "| seq_num | time | timebase | I0 | scint | I000 | I00 | roi1 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "| 1 | 16:25:58.3 | 16000000 | 7 | 9 | 5 | 7 | 5 |\n", "| 2 | 16:26:00.7 | 15000000 | 7 | 6 | 7 | 6 | 8 |\n", "| 3 | 16:26:03.3 | 16000000 | 6 | 8 | 8 | 7 | 8 |\n", "| 4 | 16:26:05.7 | 15000000 | 6 | 8 | 6 | 7 | 6 |\n", "| 5 | 16:26:08.2 | 16000000 | 8 | 10 | 8 | 8 | 8 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "generator count ['acfc04de'] (scan num: 1)\n", "\n", "\n", "\n" ] }, { "data": { "text/plain": [ "('acfc04de-dc2d-461b-9f7e-a19dd7f9535d',)" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "RE(bp.count([scaler], num=5))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Scan the scaler *vs.* the motor with 5 data points." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "Transient Scan ID: 2 Time: 2023-04-13 16:26:10\n", "Persistent Unique Scan ID: '7fb88d29-9b8e-45a7-8d8b-55a48ab6e288'\n", "New stream: 'primary'\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "| seq_num | time | m1 | timebase | I0 | scint | I000 | I00 | roi1 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "| 1 | 16:26:14.9 | 1.0000 | 16000000 | 8 | 10 | 7 | 7 | 7 |\n", "| 2 | 16:26:18.3 | 2.0000 | 16000000 | 8 | 8 | 7 | 8 | 8 |\n", "| 3 | 16:26:21.6 | 3.0000 | 16000000 | 7 | 9 | 7 | 6 | 8 |\n", "| 4 | 16:26:24.9 | 4.0000 | 16000000 | 7 | 9 | 7 | 6 | 9 |\n", "| 5 | 16:26:28.1 | 5.0000 | 15000000 | 6 | 7 | 6 | 9 | 7 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "generator scan ['7fb88d29'] (scan num: 2)\n", "\n", "\n", "\n" ] }, { "data": { "text/plain": [ "('7fb88d29-9b8e-45a7-8d8b-55a48ab6e288',)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "CA.Client.Exception...............................................\n", " Warning: \"Virtual circuit disconnect\"\n", " Context: \"zap:5064\"\n", " Source File: ../cac.cpp line 1237\n", " Current Time: Thu Apr 13 2023 16:55:30.734052240\n", "..................................................................\n" ] } ], "source": [ "RE(bp.scan([scaler], m1, 1, 5, 5))" ] } ], "metadata": { "kernelspec": { "display_name": "base", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.10" } }, "nbformat": 4, "nbformat_minor": 4 }