{ "cells": [ { "cell_type": "markdown", "id": "159a03cc", "metadata": {}, "source": [ "# Time Series\n", "\n", "Record a series of readings over time.\n", "\n", "**Objective**\n", "\n", "In this notebook, we show how to record time series with several examples:\n", "\n", "- scaler\n", "- temperature\n", "- multiple detectors\n", "\n", "See [Count the scaler](./_count_scaler.ipynb) for more details about configuring\n", "and using a scaler.\n", "\n", "## Start the `instrument` package\n", "\n", "Our instrument package is in the `bluesky` subdirectory here so we add that to\n", "the search path before importing it." ] }, { "cell_type": "code", "execution_count": 1, "id": "680c527f", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/home/prjemian/bluesky/instrument/_iconfig.py\n", "Activating auto-logging. Current session state plus future input saved.\n", "Filename : /home/prjemian/Documents/projects/BCDA-APS/bluesky_training/docs/source/howto/.logs/ipython_console.log\n", "Mode : rotate\n", "Output logging : True\n", "Raw input log : False\n", "Timestamping : True\n", "State : active\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "I Wed-12:51:21 - ############################################################ startup\n", "I Wed-12:51:21 - logging started\n", "I Wed-12:51:21 - logging level = 10\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/session_logs.py\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/collection.py\n", "I Wed-12:51:21 - CONDA_PREFIX = /home/prjemian/.conda/envs/bluesky_2024_3\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Exception reporting mode: Minimal\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "I Wed-12:51:21 - xmode exception level: 'Minimal'\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/mpl/notebook.py\n", "I Wed-12:51:21 - #### Bluesky Framework ####\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/framework/check_python.py\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/framework/check_bluesky.py\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/framework/initialize.py\n", "I Wed-12:51:21 - RunEngine metadata saved in directory: /home/prjemian/.config/Bluesky_RunEngine_md\n", "I Wed-12:51:21 - using databroker catalog 'training'\n", "I Wed-12:51:21 - using ophyd control layer: pyepics\n", "I Wed-12:51:21 - Using EPICS PV gp:gp:int20 for scan_id\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/framework/metadata.py\n", "I Wed-12:51:21 - #### Devices ####\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/devices/area_detector.py\n", "I Wed-12:51:21 - /home/prjemian/bluesky/instrument/devices/calculation_records.py\n", "I Wed-12:51:26 - /home/prjemian/bluesky/instrument/devices/fourc_diffractometer.py\n", "I Wed-12:51:26 - /home/prjemian/bluesky/instrument/devices/ioc_stats.py\n", "I Wed-12:51:26 - /home/prjemian/bluesky/instrument/devices/kohzu_monochromator.py\n", "I Wed-12:51:26 - /home/prjemian/bluesky/instrument/devices/motors.py\n", "I Wed-12:51:27 - /home/prjemian/bluesky/instrument/devices/noisy_detector.py\n", "I Wed-12:51:27 - /home/prjemian/bluesky/instrument/devices/scaler.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/shutter_simulator.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/simulated_fourc.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/simulated_kappa.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/slits.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/sixc_diffractometer.py\n", "I Wed-12:51:28 - /home/prjemian/bluesky/instrument/devices/temperature_signal.py\n", "I Wed-12:51:29 - #### Callbacks ####\n", "I Wed-12:51:29 - /home/prjemian/bluesky/instrument/callbacks/spec_data_file_writer.py\n", "I Wed-12:51:30 - #### Plans ####\n", "I Wed-12:51:30 - /home/prjemian/bluesky/instrument/plans/lup_plan.py\n", "I Wed-12:51:30 - /home/prjemian/bluesky/instrument/plans/peak_finder_example.py\n", "I Wed-12:51:30 - /home/prjemian/bluesky/instrument/utils/image_analysis.py\n", "I Wed-12:51:30 - /home/prjemian/bluesky/instrument/plans/randomize_noisy_peak_plan.py\n", "I Wed-12:51:30 - #### Utilities ####\n", "I Wed-12:51:30 - writing to SPEC file: /home/prjemian/Documents/projects/BCDA-APS/bluesky_training/docs/source/howto/20241030-125129.dat\n", "I Wed-12:51:30 - >>>> Using default SPEC file name <<<<\n", "I Wed-12:51:30 - file will be created when bluesky ends its next scan\n", "I Wed-12:51:30 - to change SPEC file, use command: newSpecFile('title')\n", "I Wed-12:51:30 - #### Startup is complete. ####\n" ] } ], "source": [ "import pathlib, sys\n", "sys.path.append(str(pathlib.Path.home() / \"bluesky\"))\n", "from instrument.collection import *" ] }, { "cell_type": "markdown", "id": "fba12e4a", "metadata": {}, "source": [ "## Time Series: scaler1\n", "\n", "First, set the scaler's *counting time* to 0.2 seconds when we count here.\n", "\n", "
\n", "NOTE\n", "\n", "The scaler used here is an EPICS software simulator of real scaler hardware. It\n", "has a bug that almost always adds to the configured preset time. Expect the\n", "counting times to be 0.3s in this document.\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 2, "id": "fff4d63c", "metadata": {}, "outputs": [], "source": [ "scaler1.preset_time.put(0.2)" ] }, { "cell_type": "markdown", "id": "4cfb1d7c", "metadata": {}, "source": [ "Now, use the bluesky\n", "[RunEngine](https://blueskyproject.io/bluesky/generated/bluesky.run_engine.RunEngine.html?highlight=runengine#bluesky.run_engine.RunEngine)\n", "(`RE`) to count `scaler1`. We'll use the bluesky plan\n", "([bp](https://blueskyproject.io/bluesky/plans.html?highlight=count#pre-assembled-plans))\n", "called\n", "[count()](https://blueskyproject.io/bluesky/generated/bluesky.plans.count.html#bluesky.plans.count)." ] }, { "cell_type": "markdown", "id": "dfdaafc2", "metadata": {}, "source": [ "The first argument to `bp.count()` is a *list* of detectors. At each reading,\n", "each \"detector\" is triggered (to executes its data acquisition steps). Once all\n", "detectors have finished triggering, all detectors are read out and reported.\n", "\n", "Any \"detector\" (readable device or signal) can be recorded as a time series.\n", "For example `scaler1` (in this simulator) is such a readable device. A readable\n", "device or signal has a `.read()` method that returns time-stamped data.\n", "\n", "Here, we read `scaler1`." ] }, { "cell_type": "code", "execution_count": 3, "id": "7eb5635b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "OrderedDict([('clock', {'value': 3000000.0, 'timestamp': 1730310528.098214}),\n", " ('I0', {'value': 1.0, 'timestamp': 1730310528.098214}),\n", " ('scint', {'value': 1.0, 'timestamp': 1730310528.098214}),\n", " ('diode', {'value': 1.0, 'timestamp': 1730310528.098214}),\n", " ('I000', {'value': 1.0, 'timestamp': 1730310528.098214}),\n", " ('I00', {'value': 2.0, 'timestamp': 1730310528.098214}),\n", " ('scaler1_time', {'value': 0.3, 'timestamp': 1730310528.098214})])" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "scaler1.read()" ] }, { "cell_type": "markdown", "id": "22df71f4", "metadata": {}, "source": [ "Using `scaler1`, record 10 measurements at 1.0 second intervals.\n", "\n", "We choose an interval time that is longer than the count time for the `scaler`." ] }, { "cell_type": "code", "execution_count": 4, "id": "bd32cb1d", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "Transient Scan ID: 59 Time: 2024-10-30 12:51:30\n", "Persistent Unique Scan ID: '9933bc4e-a764-4bc8-8eca-15e09fa66a8b'\n", "New stream: 'label_start_motor'\n", "New stream: 'primary'\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "| seq_num | time | clock | I0 | scint | diode | I000 | I00 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "| 1 | 12:51:30.6 | 3000000 | 1 | 2 | 1 | 2 | 1 |\n", "| 2 | 12:51:32.6 | 3000000 | 0 | 1 | 1 | 1 | 1 |\n", "| 3 | 12:51:34.4 | 3000000 | 1 | 1 | 2 | 1 | 1 |\n", "| 4 | 12:51:36.2 | 3000000 | 0 | 1 | 0 | 0 | 1 |\n", "| 5 | 12:51:38.0 | 3000000 | 2 | 2 | 1 | 1 | 1 |\n", "| 6 | 12:51:40.0 | 3000000 | 1 | 1 | 2 | 1 | 1 |\n", "| 7 | 12:51:41.8 | 3000000 | 0 | 1 | 2 | 1 | 1 |\n", "| 8 | 12:51:43.7 | 3000000 | 1 | 1 | 1 | 1 | 1 |\n", "| 9 | 12:51:45.5 | 3000000 | 2 | 1 | 1 | 1 | 1 |\n", "| 10 | 12:51:47.4 | 3000000 | 1 | 2 | 1 | 1 | 1 |\n", "+-----------+------------+------------+------------+------------+------------+------------+------------+\n", "generator count ['9933bc4e'] (scan num: 59)\n" ] }, { "data": { "text/plain": [ "('9933bc4e-a764-4bc8-8eca-15e09fa66a8b',)" ] }, "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([scaler1], num=10, delay=1.0))" ] }, { "cell_type": "markdown", "id": "997ffb7c", "metadata": {}, "source": [ "## Time Series: Temperature\n", "\n", "Here, we read the `temperature`. See the [HOWTO](./_temperature_controller_swait.ipynb) for more details about the `temperature` device." ] }, { "cell_type": "code", "execution_count": 5, "id": "fe449ec2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "OrderedDict([('temperature',\n", " {'value': 24.76918440527962, 'timestamp': 1730310709.524552}),\n", " ('temperature_setpoint',\n", " {'value': 25.0, 'timestamp': 1730310688.811508})])" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "temperature.read()" ] }, { "cell_type": "markdown", "id": "b2fc1394", "metadata": {}, "source": [ "Measure the time series. Same command as before, substituting `temperature` for\n", "`scaler1`." ] }, { "cell_type": "code", "execution_count": 6, "id": "972add19", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "Transient Scan ID: 60 Time: 2024-10-30 12:51:50\n", "Persistent Unique Scan ID: 'e0c35c09-77f7-4281-9b54-3ed9d8003122'\n", "New stream: 'label_start_motor'\n", "New stream: 'primary'\n", "+-----------+------------+-------------+\n", "| seq_num | time | temperature |\n", "+-----------+------------+-------------+\n", "| 1 | 12:51:51.1 | 24.76918 |\n", "| 2 | 12:51:52.1 | 25.07096 |\n", "| 3 | 12:51:53.1 | 25.07096 |\n", "| 4 | 12:51:54.1 | 25.25232 |\n", "| 5 | 12:51:55.1 | 25.25232 |\n", "| 6 | 12:51:56.1 | 25.48341 |\n", "| 7 | 12:51:57.1 | 25.48341 |\n", "| 8 | 12:51:58.1 | 25.04672 |\n", "| 9 | 12:51:59.1 | 25.04672 |\n", "| 10 | 12:52:00.1 | 24.77842 |\n", "+-----------+------------+-------------+\n", "generator count ['e0c35c09'] (scan num: 60)\n" ] }, { "data": { "text/plain": [ "('e0c35c09-77f7-4281-9b54-3ed9d8003122',)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "RE(bp.count([temperature], num=10, delay=1.0))" ] }, { "cell_type": "markdown", "id": "0a2fc19a", "metadata": {}, "source": [ "## Time Series: multiple detectors\n", "\n", "Measure a time series with a list of several \"detectors\".\n", "\n", "It is possible to use a component of a device as a detector. Here, we pick the\n", "simulated double-crystal monochromator energy (`dcm.energy`) as a detector. See\n", "the [XAFS scan example](../example/_xafs_scan.ipynb) for more details about the\n", "`dcm.energy` device.\n", "\n", "See the [lineup 1D HOWTO](./_lineup_1d_peak.ipynb) for more details about the\n", "`noisy` signal." ] }, { "cell_type": "code", "execution_count": 7, "id": "3b3786b6", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\n", "\n", "Transient Scan ID: 61 Time: 2024-10-30 12:52:01\n", "Persistent Unique Scan ID: '70a10a74-dd7c-4de4-b949-206024987ce9'\n", "New stream: 'label_start_motor'\n", "New stream: 'primary'\n", "+-----------+------------+-------------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "| seq_num | time | temperature | dcm_energy | noisy | clock | I0 | scint | diode | I000 | I00 |\n", "+-----------+------------+-------------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "| 1 | 12:52:01.9 | 24.93169 | 10.2000 | 411.76118 | 3000000 | 1 | 1 | 2 | 0 | 1 |\n", "| 2 | 12:52:05.9 | 24.98342 | 10.2000 | 411.76118 | 3000000 | 0 | 0 | 0 | 1 | 2 |\n", "| 3 | 12:52:09.7 | 25.44995 | 10.2000 | 411.76118 | 3000000 | 1 | 2 | 1 | 1 | 1 |\n", "| 4 | 12:52:13.5 | 24.81434 | 10.2000 | 411.76118 | 3000000 | 1 | 1 | 1 | 1 | 1 |\n", "| 5 | 12:52:17.3 | 24.79197 | 10.2000 | 411.76118 | 3000000 | 2 | 1 | 1 | 1 | 0 |\n", "| 6 | 12:52:21.2 | 25.33772 | 10.2000 | 411.76118 | 3000000 | 1 | 1 | 1 | 0 | 1 |\n", "| 7 | 12:52:24.9 | 25.06681 | 10.2000 | 411.76118 | 3000000 | 2 | 1 | 1 | 0 | 1 |\n", "| 8 | 12:52:28.6 | 24.82886 | 10.2000 | 411.76118 | 3000000 | 1 | 1 | 1 | 1 | 1 |\n", "| 9 | 12:52:32.3 | 25.08286 | 10.2000 | 411.76118 | 3000000 | 2 | 2 | 1 | 2 | 0 |\n", "| 10 | 12:52:36.1 | 25.27217 | 10.2000 | 411.76118 | 3000000 | 0 | 2 | 1 | 1 | 1 |\n", "+-----------+------------+-------------+------------+------------+------------+------------+------------+------------+------------+------------+\n", "generator count ['70a10a74'] (scan num: 61)\n" ] }, { "data": { "text/plain": [ "('70a10a74-dd7c-4de4-b949-206024987ce9',)" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "RE(bp.count([temperature, noisy, dcm.energy, scaler1], num=10, delay=1.0))" ] } ], "metadata": { "kernelspec": { "display_name": "bluesky_2024_3", "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": "3.11.10" } }, "nbformat": 4, "nbformat_minor": 5 }