{ "cells": [ { "cell_type": "markdown", "id": "cb70946b-6a26-43ff-82ce-21179deaadde", "metadata": {}, "source": [ "# Demonstration of Knife Scans\n", "\n", "This notebook shows the following tasks:\n", "- basic of collecting a knife edge scan\n", "- loading the scan data from the database\n", "- analyzing the knife edge scan to determine beam position and size\n", "- saving the data to disk as a csv file" ] }, { "cell_type": "markdown", "id": "febb6750-b3e7-458e-a9de-b78f251fdf6f", "metadata": {}, "source": [ "First we have to import haven, the beamline control library. Haven contains most of the tools we will use. Importing it allows us to get to the functions and classes that are defined inside.\n", "\n", "Next, the ``haven.load_instrument()`` function will read the configuration files and scan the hardware for its configuration. It will then **build the devices** that will be used for scans. This function prints out a list of motors that it has discovered.\n", "\n", "Then, we create the run engine. The run engine is responsible for executing our scans and will be described in more detail when it is used below.\n", "\n", "Lastly we set metadata about who is running the beamline. This value will be saved in every plan executing on this run engine. This step is optional, but will allow database queries for scans taken by a specific person." ] }, { "cell_type": "code", "execution_count": 2, "id": "ea04c16b-66a1-44e1-8298-99848d37ff95", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "energy_energy\n", "energy_mono_energy\n", "I0_sensitivity_sens_level\n", "Idk_sensitivity_sens_level\n", "It_sensitivity_sens_level\n", "SLT V Upper\n", "SLT V Lower\n", "SLT H Inb\n", "SLT H Outb\n", "KBH Down\n", "KBH Up\n", "KBV Down\n", "KBV Up\n", "KB Tbl H\n", "KB Tbl V\n", "Focus V\n", "Focus H\n", "Focus In Out\n", "ADC KB Focus\n", "SampleZ\n", "I0 H\n", "I0 V\n", "Optic In Out\n", "Optic V\n", "Optic H\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "cannot connect to 25idcVME:m65.DESC\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "monochromator_horiz\n", "monochromator_vert\n", "monochromator_bragg\n", "monochromator_gap\n", "monochromator_roll2\n", "monochromator_pitch2\n", "monochromator_roll_int\n", "monochromator_pi_int\n", "monochromator_mode\n", "monochromator_energy\n", "Aerotech_vert\n", "Aerotech_horiz\n" ] } ], "source": [ "import haven\n", "# Load the motors and detectors\n", "haven.load_instrument()\n", "# The RunEngine will be responsible for executing the plans\n", "RE = haven.RunEngine()\n", "# (Optional) Save the initials of the current beamline operator as metadata\n", "RE.md[\"operator\"] = \"MFW\" # <- Put your initials in here" ] }, { "cell_type": "markdown", "id": "d5d1cf0d-729f-49f4-86b0-3ede68bdf0fc", "metadata": { "tags": [] }, "source": [ "## Running the Scan" ] }, { "cell_type": "markdown", "id": "15d59530-3899-41c5-ac36-87a7153a86c2", "metadata": {}, "source": [ "Running a scan in bluesky is a **two step process**.\n", "\n", "First, **create a plan**. A plan generates messages with instructions to do things like move a motor, wait for a motor to arrive at its destination, and trigger and read a detector. To create a plan, you call a function that will generate these messages. **Calling the function doesn't actually execute the scan.** In our case, ``haven.knife_scan(\"Focus V\", -200, 200, 50)`` will create the plan, but the plan will not do anything unless used with a run engine.\n", "\n", "``haven.knife_scan`` needs to know which motor to scan over, so in the cell below we provide it with ``knife_motor=\"Focus V\"``. The names of motors are the same as those printed out when loading the instrument configuration above. The *start*, *stop* parameters determine the range that the motor will scan. If *relative* is False (default), then *start* and *stop* will be absolute positions, and if *relative* is True, then *start* and *stop* will be relative to motor's position at the start of the run.\n", "\n", "The knife scan plan also needs to know **which detectors to measure**. The names for the detectors are the same as the descriptions for the EPICS channels on the scaler. By default it will use ``It=\"It\"`` and ``I0=\"I0\"``, but any scaler channel can be used.\n", "\n", "Next, **execute the plan on the run engine**. At the top of this document we created a run engine. Now we will use this run engine to execute the plan. The run engine will read the messages and perform the appropriate tasks.\n", "\n", "When the run engine finishes the plan, it will return a unique identifier (UID). This UID is the best way to retrieve the data from the database. We will save the UID to a variable, and also print it to the page in case we want to recall it later." ] }, { "cell_type": "code", "execution_count": null, "id": "115856fe-ff03-4d9e-bf8a-0a20bb5e2ced", "metadata": { "tags": [] }, "outputs": [], "source": [ "plan = haven.knife_scan(knife_motor=\"Focus V\", start=-200, end=200, num=50, relative=True)\n", "uid = RE(plan)\n", "print(uid)" ] }, { "cell_type": "markdown", "id": "dfffa84f-6ea2-4e21-b497-4c4ca0256f32", "metadata": {}, "source": [ "## Loading the Data\n", "\n", "During execution the data are saved to a mongoDB database. Haven has tools to retrieve the data, as well as fit the knife scan to determine the beam position and size.\n", "\n", "The ``load_data()`` function will return a data set, provided we supply the uid that we had previously recorded. It is possible to have multiple experimental runs within a single call to the run engine, and so our variable *uid* from above is actually a list of UIDs. Since there was only one run, we will just use the first (and only) entry: ``uid[0]``.\n", "\n", "If the analysis is being done at a different time or place from running the scan, then the variable *uid* will probably not be set. In this case, it is possible to provide the UID that was printed above.\n", "\n", "The ``fit_step()`` function is used to **analyze the knife scan data** to determine the beam position and size. Optionally, it will also plot the knife scan, its derivative, and the full-width at half-maximum for each. ``fit_step()`` needs the x and y data to process, which we can get from the data we loaded from the database. The name of the knife position will be the name of the motor you selected when running the scan. For the y position, we will calculate the transmission ($\\frac{I_t}{I_0}$). There are several possible values for the ion chamber, so we must specify one (e.g. \"I0_raw_counts\", \"I0_volts\")\n", "\n", "Optionally, the **data can be saved to a text CSV file** for additional analysis. First we will convert it to a pandas DataFrame and then use panda's ``to_csv()`` method. We will append the first segment of the UID to the filename to descrease the likelihood that we will overwrite data." ] }, { "cell_type": "code", "execution_count": 9, "id": "36c2be29-00bd-4611-8649-7521c370d5f1", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Properties(position=5961.212838126833, fwhm=1449.2198918394388)\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Uncomment this line to manually specify a UID\n", "# uid = [\"927fa7dd-e331-45ca-bb9d-3f89d7c65b17\"]\n", "# Load the data for the first (and only) UID in the list\n", "data = haven.load_data(uid[0])\n", "# Save the data to a CSV file, with tabs (\"\\t\") instead of commas.\n", "data.to_pandas().to_csv(f\"knife_scan_example_{uid[0].split('-')[0]}.csv\", sep='\\t')\n", "# Do the fitting\n", "transmission = data[\"It_raw_counts\"] / data[\"I0_raw_counts\"]\n", "properties = haven.fit_step(x=data[\"Focus V \"], y=transmission, plot=True, plot_derivative=True)\n", "print(properties)" ] }, { "cell_type": "markdown", "id": "e588738f-7635-457c-8194-a8a9c5bec9b4", "metadata": {}, "source": [ "## Loading Data From The Other Branch\n", "\n", "By default, ``haven.load_data()`` will retrieve data for the branch corresponding to the computer you are using (e.g. microprobe branch from the microprobe computer and lerix branch for the lerix computer).\n", "\n", "The can be changed by using passing the *catalog_name* argument to ``haven.load_data()``." ] }, { "cell_type": "code", "execution_count": 3, "id": "8f304d14-ec7b-4a6d-9687-d559c2d04c83", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Properties(position=5961.212838126833, fwhm=1449.2198918394388)" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# This is the UID from a previous knife edge scan at the 25-ID-C microprobe branch.\n", "# Since we explicitly select the s25idc catalog,\n", "# this cell will work from either the lerix or microprobe computers.\n", "uid_from_previous_scan = \"927fa7dd-e331-45ca-bb9d-3f89d7c65b17\"\n", "# Load the data by explicitly specifying the catalog to look in\n", "data = haven.load_data(uid_from_previous_scan, catalog_name=\"s25idc\")\n", "# Do the fitting and plotting as normal\n", "haven.fit_step(x=data[\"knife\"], y=data.It_raw_counts/data.I0_raw_counts, plot=True, plot_derivative=True)" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:haven]", "language": "python", "name": "conda-env-haven-py" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.9.13" } }, "nbformat": 4, "nbformat_minor": 5 }