{ "cells": [ { "cell_type": "markdown", "id": "f2938b69-20ef-422d-8b14-38e416a7dbc9", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "# Data analysis\n", "\n", "To play with the data, we need to have a configured [experiment](../../_autosummary/caqtus.extension.Experiment.rst#Experiment) with its storage location set.\n", "\n", "Here we will use a SQLite database that already contains some data.\n", "It can be downloaded [here](https://github.com/light-scattering-io/caqtus/blob/main/doc/source/tutorials/notebooks/database.zip?raw=true).\n", "You will need to unzip it and put it in the same folder as this notebook.\n", "\n", "If you have already set up your experiment, you can also use it instead." ] }, { "cell_type": "code", "id": "260861b272dd82a3", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2024-12-28T17:07:04.470383Z", "start_time": "2024-12-28T17:07:03.080225Z" } }, "source": [ "from caqtus.extension import Experiment\n", "from caqtus.session.sql import SQLiteConfig\n", "\n", "experiment = Experiment(SQLiteConfig(\"database.db\"))" ], "outputs": [], "execution_count": 1 }, { "cell_type": "markdown", "id": "e4a63b73bb6c3ed", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "## Storage session\n", "\n", "A fist concept is the *storage session*. To talk to the database that contains your data, you must be inside a with block like this:" ] }, { "cell_type": "code", "id": "48c008342ddc895a", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2024-12-28T17:07:04.496991Z", "start_time": "2024-12-28T17:07:04.473917Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " # Put the code that read from the database here\n", " ..." ], "outputs": [], "execution_count": 2 }, { "cell_type": "markdown", "id": "cd33f9d453becc4e", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "At the beginning of the block, the experiment will connect to the database.\n", "The code inside the block is executed, and finally the connection is closed. \n", "\n", "Whenever you want to interact with the place the data is stored, you will need a block like this.\n", "\n", "If sometimes you get an error like \"session is not active\", it is probably because you are not in a block like this.\n" ] }, { "cell_type": "markdown", "id": "2889420ee52684c7", "metadata": {}, "source": [ "## Sequence\n", "\n", "When we are in the with block, we can use the storage object to find a [sequence](../../_autosummary/caqtus.session.Sequence.rst#Sequence) that was run.\n", "\n", "This sequence contains all the information that you edited in condetrol and the data generated when it was run.\n", "\n", "Below we find a sequence that was run and we print some information about it.\n" ] }, { "cell_type": "code", "id": "772904b3f7bcde16", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.717157Z", "start_time": "2024-12-28T17:07:04.629241Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " print(f\"Sequence '{sequence}' is in state '{sequence.get_state()}'\")\n", " print(f\"It was started at this date: {sequence.get_start_time()}\")\n", " for parameter, dtype in sequence.get_parameter_schema().items():\n", " print(f\"Parameter '{parameter}' is in unit: {dtype.units}\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sequence '\\scan mot current' is in state 'finished'\n", "It was started at this date: 2024-09-10 16:25:55.417559+00:00\n", "Parameter 'red_mot.z_current' is in unit: ampere\n", "Parameter 'red_mot.current' is in unit: ampere\n", "Parameter 'imaging.y_current' is in unit: ampere\n", "Parameter 'mot_loading.blue_frequency' is in unit: megahertz\n", "Parameter 'imaging.power' is in unit: decibel\n", "Parameter 'mot_loading.red_frequency' is in unit: megahertz\n", "Parameter 'tweezers.rearrangement_duration' is in unit: microsecond\n", "Parameter 'target_fringe_position' is in unit: None\n", "Parameter 'collisions.frequency' is in unit: megahertz\n", "Parameter 'mot_loading.red_power' is in unit: decibel\n", "Parameter 'repump.duration' is in unit: millisecond\n", "Parameter 'red_mot.duration' is in unit: millisecond\n", "Parameter 'probe.frequency' is in unit: megahertz\n", "Parameter 'perp_probe' is in unit: None\n", "Parameter 'mot_loading.duration' is in unit: millisecond\n", "Parameter 'kill_frequency' is in unit: megahertz\n", "Parameter 'red_mot.ramp_duration' is in unit: millisecond\n", "Parameter 'mot_loading.blue_power' is in unit: None\n", "Parameter 'imaging.exposure' is in unit: millisecond\n", "Parameter 'tweezers.move_time' is in unit: microsecond\n", "Parameter 'red_mot.power' is in unit: decibel\n", "Parameter 'red_mot.x_current_2' is in unit: ampere\n", "Parameter 'narrow_probe.frequency2' is in unit: megahertz\n", "Parameter 'imaging.x_current' is in unit: ampere\n", "Parameter 'red_mot.frequency' is in unit: megahertz\n", "Parameter 'red_mot.y_current' is in unit: ampere\n", "Parameter 'tweezers.hwp_angle' is in unit: degree\n", "Parameter 'mot_loading.push_power' is in unit: milliwatt\n", "Parameter 'mot_loading.z_current' is in unit: ampere\n", "Parameter 'repump.frequency' is in unit: megahertz\n", "Parameter 'collisions.duration' is in unit: millisecond\n", "Parameter 'cooling.frequency' is in unit: megahertz\n", "Parameter 'mot_loading.y_current' is in unit: ampere\n", "Parameter 'imaging.z_current' is in unit: ampere\n", "Parameter 'collisions.power' is in unit: decibel\n", "Parameter 'tweezers.loading_power' is in unit: None\n", "Parameter 'parallel_probe' is in unit: None\n", "Parameter 'kill_power' is in unit: None\n", "Parameter 'red_mot.x_current_1' is in unit: ampere\n", "Parameter 'kill_time' is in unit: nanosecond\n", "Parameter 'narrow_probe.power' is in unit: None\n", "Parameter 'kill_current' is in unit: ampere\n", "Parameter 'mot_loading.current' is in unit: ampere\n", "Parameter 'imaging.frequency' is in unit: megahertz\n", "Parameter 'probe.power' is in unit: decibel\n", "Parameter 'narrow_probe.frequency' is in unit: megahertz\n", "Parameter 'red_mot.x_current' is in unit: ampere\n", "Parameter 'tweezers.imaging_power' is in unit: None\n", "Parameter 'mot_loading.x_current' is in unit: ampere\n", "Parameter 'exposure' is in unit: millisecond\n", "Parameter 'rep' is in unit: None\n" ] } ], "execution_count": 3 }, { "cell_type": "markdown", "id": "4cf691d67222e843", "metadata": {}, "source": [ "**Note that the sequence object is only valid inside the with block.\n", "If you try to use it outside the block, you will get an error.**" ] }, { "cell_type": "markdown", "id": "123902cd5c72e57f", "metadata": {}, "source": [ "## Shots\n", "\n", "A sequence that was launched contains [shots](../../_autosummary/caqtus.session.Shot.rst#Shot).\n", "Each shot corresponds to a given set of parameters and contains the data associated to these parameters.\n", "\n", "Once we have a sequence, it is possible to get its shots like this:" ] }, { "cell_type": "code", "id": "9cb34999e3bf97e6", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.732561Z", "start_time": "2024-12-28T17:07:04.722311Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", " shots = list(sequence.get_shots())\n", "\n", " print(f\"Sequence '{sequence}' has {len(shots)} shots\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Sequence '\\scan mot current' has 180 shots\n" ] } ], "execution_count": 4 }, { "cell_type": "markdown", "id": "5e55b29863a9b437", "metadata": {}, "source": [ "From a shot we can get the parameters used to run it and the data produced:" ] }, { "cell_type": "code", "id": "24f306dabd200d59", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.763283Z", "start_time": "2024-12-28T17:07:04.737593Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", " shots = list(sequence.get_shots())\n", "\n", " shot = shots[75]\n", "\n", " parameters = shot.get_parameters()\n", " data = shot.get_data()" ], "outputs": [], "execution_count": 5 }, { "cell_type": "markdown", "id": "1146c1feb3e11b29", "metadata": {}, "source": [ "### Shot parameters\n", "\n", "The format of the `parameters` object is a dictionary where the keys are the parameter names and the values are the parameter values." ] }, { "cell_type": "code", "id": "1a03c6ab57b81db4", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.776536Z", "start_time": "2024-12-28T17:07:04.771948Z" } }, "source": [ "# Here we print all the parameters of the shot 75\n", "for name, value in parameters.items():\n", " print(f\"{name}: {value}\")" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mot_loading.duration: 50.0 millisecond\n", "mot_loading.current: 2.796610169491525 ampere\n", "mot_loading.x_current: 0.2542372881355932 ampere\n", "mot_loading.y_current: 0.305 ampere\n", "mot_loading.z_current: 0.085 ampere\n", "mot_loading.blue_power: 1.0\n", "mot_loading.blue_frequency: 23.728813559322035 megahertz\n", "mot_loading.red_frequency: -3.2542372881355934 megahertz\n", "mot_loading.red_power: 0.0 decibel\n", "mot_loading.push_power: 0.7 milliwatt\n", "imaging.power: -18.0 decibel\n", "imaging.frequency: -18.23 megahertz\n", "imaging.exposure: 30.0 millisecond\n", "imaging.x_current: 0.25 ampere\n", "imaging.y_current: 4.94 ampere\n", "imaging.z_current: 0.183 ampere\n", "red_mot.ramp_duration: 100.0 millisecond\n", "red_mot.x_current: 0.28176271186440677 ampere\n", "red_mot.x_current_1: 0.27 ampere\n", "red_mot.x_current_2: 0.32 ampere\n", "red_mot.y_current: 0.09584745762711865 ampere\n", "red_mot.z_current: 0.027627118644067805 ampere\n", "red_mot.current: 0.8 ampere\n", "red_mot.power: -36.0 decibel\n", "red_mot.frequency: -1.05 megahertz\n", "red_mot.duration: 100.0 millisecond\n", "collisions.power: -17.0 decibel\n", "collisions.frequency: -18.13 megahertz\n", "collisions.duration: 30.0 millisecond\n", "tweezers.loading_power: 0.45\n", "tweezers.imaging_power: 0.42\n", "tweezers.hwp_angle: 139.625 degree\n", "tweezers.rearrangement_duration: 450.0 microsecond\n", "tweezers.move_time: 600.0 microsecond\n", "repump.frequency: -16.65 megahertz\n", "repump.duration: 25.0 millisecond\n", "cooling.frequency: -18.1 megahertz\n", "target_fringe_position: 0.2\n", "kill_frequency: 40.0 megahertz\n", "kill_power: 1.0\n", "kill_time: 150.0 nanosecond\n", "kill_current: 4.96 ampere\n", "probe.frequency: -18.215 megahertz\n", "probe.power: -16.0 decibel\n", "perp_probe: False\n", "parallel_probe: False\n", "narrow_probe.frequency: 0.0 megahertz\n", "narrow_probe.power: 0.0\n", "narrow_probe.frequency2: 0.0 megahertz\n", "exposure: 30.0 millisecond\n", "rep: 2.0\n" ] } ], "execution_count": 6 }, { "cell_type": "markdown", "id": "f7eca244-2606-4b53-b67f-bb9bf3879cd6", "metadata": {}, "source": [ "A specific value can be accessed from the parameters like this: " ] }, { "cell_type": "code", "id": "10c8751bae1bb57a", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.791811Z", "start_time": "2024-12-28T17:07:04.786650Z" } }, "source": [ "current = parameters[\"mot_loading.x_current\"]\n", "current" ], "outputs": [ { "data": { "text/plain": [ "Quantity(0.2542372881355932, Unit(\"A\"))" ], "text/html": [ "0.2542372881355932 ampere" ], "text/latex": "$0.2542372881355932\\ \\mathrm{ampere}$" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 7 }, { "cell_type": "markdown", "id": "3e9440560005724e", "metadata": {}, "source": [ "Some values like the current above are `Quantity` objects with magnitude and units.\n", "Each field of the `Quantity` object can be accessed like this:" ] }, { "cell_type": "code", "id": "ed54e19c58092fa9", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.809229Z", "start_time": "2024-12-28T17:07:04.805513Z" } }, "source": [ "current.magnitude, current.units" ], "outputs": [ { "data": { "text/plain": [ "(0.2542372881355932, Unit(\"A\"))" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 8 }, { "cell_type": "markdown", "id": "96a72b87b3b2b0e7", "metadata": {}, "source": [ "### Shot data\n", "\n", "The `data` object is a dictionary that maps data label to their values:" ] }, { "cell_type": "code", "id": "e22070c9f6440114", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:04.824718Z", "start_time": "2024-12-28T17:07:04.821505Z" } }, "source": [ "# Here we only print the labels of the data\n", "for label in data.keys():\n", " print(label)" ], "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Orca Quest\\picture\n", "Orca Quest\\background\n", "shot analytics\n" ] } ], "execution_count": 9 }, { "cell_type": "markdown", "id": "4df2535b56be0ad7", "metadata": {}, "source": [ "We can get a specific data by its label.\n", "For example, the image `Orca Quest\\picture` is a blurry and not centered picture of a MOT." ] }, { "cell_type": "code", "id": "9b0594e2880a4c89", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:05.715916Z", "start_time": "2024-12-28T17:07:04.846251Z" } }, "source": [ "image = data[r\"Orca Quest\\picture\"]\n", "\n", "import matplotlib.pyplot as plt\n", "\n", "plt.imshow(image.T, origin=\"lower\")\n", "plt.colorbar()" ], "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 10 }, { "cell_type": "markdown", "id": "7a1257d4281f2014", "metadata": {}, "source": [ "Knowing how to read parameters and data from a shot, we can now in principle do all the analysis we want:" ] }, { "cell_type": "code", "id": "441c570c850b070a", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:06.736337Z", "start_time": "2024-12-28T17:07:05.734373Z" } }, "source": [ "currents = []\n", "fluos = []\n", "\n", "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", " shots = sequence.get_shots()\n", "\n", " for shot in shots:\n", " parameters = shot.get_parameters()\n", " current = parameters[\"mot_loading.x_current\"].magnitude\n", "\n", " data = shot.get_data()\n", " image = data[r\"Orca Quest\\picture\"]\n", " fluo = image.sum()\n", "\n", " currents.append(current)\n", " fluos.append(fluo)\n", "\n", "plt.plot(currents, fluos, \"o\")\n", "plt.xlabel(\"Current [A]\")\n", "plt.ylabel(\"Fluorescence\")" ], "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Fluorescence')" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 11 }, { "cell_type": "markdown", "id": "a0e84c0918a51696", "metadata": {}, "source": [ "## Dataframes\n", "\n", "While it is possible to do all the analysis like the above, it can become cumbersome quickly.\n", "\n", "If you want to average the fluorescence for each current, you will need to group shots with the same currents and then average the values.\n", "\n", "Things can become even more complicated if you want to do more complex operations." ] }, { "cell_type": "markdown", "id": "fbaaee1ffb01f3cb", "metadata": {}, "source": [ "To reduce the pain, it is possible to extract the data from the shots into *dataframes* and then use the *polars* library to do the heavy lifting.\n", "\n", "For this, you will need to write a function that transforms a shot into a dataframe:" ] }, { "cell_type": "code", "id": "1334adde9923bc55", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:06.767081Z", "start_time": "2024-12-28T17:07:06.748475Z" } }, "source": [ "import polars as pl\n", "\n", "from caqtus.session import Shot\n", "\n", "\n", "def extract_dataframe(shot: Shot) -> pl.DataFrame:\n", " parameters = shot.get_parameters()\n", " data = shot.get_data()\n", "\n", " current = parameters[\"mot_loading.x_current\"].magnitude\n", " image = data[r\"Orca Quest\\picture\"]\n", " fluo = image.sum()\n", "\n", " return pl.DataFrame({\"current\": [current], \"fluo\": [fluo]})" ], "outputs": [], "execution_count": 12 }, { "cell_type": "markdown", "id": "2c8912a64f57b651", "metadata": {}, "source": [ "Now we can use the function on a single shot to obtain a dataframe:" ] }, { "cell_type": "code", "id": "13a33c99468dea95", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:06.817818Z", "start_time": "2024-12-28T17:07:06.768086Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shot = next(sequence.get_shots())\n", "\n", " df = extract_dataframe(shot)\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (1, 2)\n", "┌─────────┬──────────┐\n", "│ current ┆ fluo │\n", "│ --- ┆ --- │\n", "│ f64 ┆ u64 │\n", "╞═════════╪══════════╡\n", "│ 0.0 ┆ 42980280 │\n", "└─────────┴──────────┘" ], "text/html": [ "
\n", "shape: (1, 2)
currentfluo
f64u64
0.042980280
" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 13 }, { "cell_type": "markdown", "id": "a16addbc74b2784d", "metadata": {}, "source": [ "By concatenating the dataframes of all shots, we can obtain a dataframe that contains the data for the full sequence:" ] }, { "cell_type": "code", "id": "1f0fd69917471060", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:07.419148Z", "start_time": "2024-12-28T17:07:06.825714Z" } }, "source": [ "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shots = sequence.get_shots()\n", "\n", " df = pl.concat(extract_dataframe(shot) for shot in shots)\n", "\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (180, 2)\n", "┌──────────┬──────────┐\n", "│ current ┆ fluo │\n", "│ --- ┆ --- │\n", "│ f64 ┆ u64 │\n", "╞══════════╪══════════╡\n", "│ 0.0 ┆ 42980280 │\n", "│ 0.016949 ┆ 65690609 │\n", "│ 0.033898 ┆ 63727100 │\n", "│ 0.050847 ┆ 66366509 │\n", "│ 0.067797 ┆ 77280214 │\n", "│ … ┆ … │\n", "│ 0.932203 ┆ 35504541 │\n", "│ 0.949153 ┆ 35494083 │\n", "│ 0.966102 ┆ 35505373 │\n", "│ 0.983051 ┆ 35500399 │\n", "│ 1.0 ┆ 35501146 │\n", "└──────────┴──────────┘" ], "text/html": [ "
\n", "shape: (180, 2)
currentfluo
f64u64
0.042980280
0.01694965690609
0.03389863727100
0.05084766366509
0.06779777280214
0.93220335504541
0.94915335494083
0.96610235505373
0.98305135500399
1.035501146
" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 14 }, { "cell_type": "markdown", "id": "e504adef013be172", "metadata": {}, "source": [ "On this dataframe, we can then use all the power of the polars library to do the analysis we want:" ] }, { "cell_type": "code", "id": "2afd1aa2c8fb4d5b", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:07.545929Z", "start_time": "2024-12-28T17:07:07.435472Z" } }, "source": [ "averaged = df.group_by(\"current\").agg(\n", " mean=pl.mean(\"fluo\"), error=pl.std(\"fluo\") / pl.Expr.sqrt(pl.count(\"fluo\"))\n", ")\n", "\n", "plt.errorbar(averaged[\"current\"], averaged[\"mean\"], yerr=averaged[\"error\"], fmt=\"o\")\n", "plt.xlabel(\"Current [A]\")\n", "plt.ylabel(\"Fluorescence\")" ], "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Fluorescence')" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
" ], "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 15 }, { "cell_type": "markdown", "id": "9f5b0eef-adb6-4406-84eb-183ad935f413", "metadata": { "editable": true, "raw_mimetype": "text/restructuredtext", "slideshow": { "slide_type": "" }, "tags": [] }, "source": [ "### Predefined shot-to-dataframe functions\n", "\n", "\n", "With this approach, you will still need to write the function that transforms a shot into a dataframe.\n", "\n", "Fortunately, some of these function are already implemented in the [caqtus.analysis.loading](../../_autosummary/caqtus.analysis.loading.rst) module.\n", "\n", "For example, the [LoadShotParameters](../../_autosummary/caqtus.analysis.loading.LoadShotParameters.rst#LoadShotParameters) function extracts the parameters of a shot into a dataframe:" ] }, { "cell_type": "code", "id": "f41e87d95c30e901", "metadata": { "editable": true, "slideshow": { "slide_type": "" }, "tags": [], "ExecuteTime": { "end_time": "2024-12-28T17:07:07.585266Z", "start_time": "2024-12-28T17:07:07.564054Z" } }, "source": [ "from caqtus.analysis.loading import LoadShotParameters\n", "\n", "# This is a function that extracts the parameters of the shot\n", "extract_shot_parameters = LoadShotParameters()\n", "\n", "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shot = next(sequence.get_shots())\n", "\n", " df = extract_shot_parameters(shot)\n", "\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (1, 3)\n", "┌─────────────┬───────────────────────┬─────┐\n", "│ exposure ┆ mot_loading.x_current ┆ rep │\n", "│ --- ┆ --- ┆ --- │\n", "│ struct[2] ┆ struct[2] ┆ f64 │\n", "╞═════════════╪═══════════════════════╪═════╡\n", "│ {30.0,\"ms\"} ┆ {0.0,\"A\"} ┆ 0.0 │\n", "└─────────────┴───────────────────────┴─────┘" ], "text/html": [ "
\n", "shape: (1, 3)
exposuremot_loading.x_currentrep
struct[2]struct[2]f64
{30.0,"ms"}{0.0,"A"}0.0
" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 16 }, { "cell_type": "markdown", "id": "3dfa46493726a1e5", "metadata": {}, "source": [ "Or the [LoadImageCount](../../_autosummary/caqtus.analysis.loading.LoadImageCount.rst#LoadImageCount) function sums the pixels of an image and puts it in a dataframe:" ] }, { "cell_type": "code", "id": "4f7afaac1863f1a7", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:07.649404Z", "start_time": "2024-12-28T17:07:07.635119Z" } }, "source": [ "from caqtus.analysis.loading import LoadImageCount\n", "\n", "# This is a function that extracts the count of the image\n", "extract_image_count = LoadImageCount(\"Orca Quest\", \"picture\", \"background\")\n", "\n", "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shot = next(sequence.get_shots())\n", "\n", " df = extract_image_count(shot)\n", "\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (1, 1)\n", "┌───────────────┐\n", "│ picture count │\n", "│ --- │\n", "│ u64 │\n", "╞═══════════════╡\n", "│ 7673299 │\n", "└───────────────┘" ], "text/html": [ "
\n", "shape: (1, 1)
picture count
u64
7673299
" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 17 }, { "cell_type": "markdown", "id": "60be24f93a077113", "metadata": {}, "source": [ "The functions defined in the [caqtus.analysis.loading](../../_autosummary/caqtus.analysis.loading.rst) module have also the possibility to be combined.\n", "\n", "By using the `+` operator between two such functions, we can create a new function that extracts both information from the shot:" ] }, { "cell_type": "code", "id": "1c4da25b7e4b40fd", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:07.711550Z", "start_time": "2024-12-28T17:07:07.691383Z" } }, "source": [ "sum_function = extract_shot_parameters + extract_image_count\n", "\n", "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shot = next(sequence.get_shots())\n", "\n", " df = sum_function(shot)\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (1, 4)\n", "┌─────────────┬───────────────────────┬─────┬───────────────┐\n", "│ exposure ┆ mot_loading.x_current ┆ rep ┆ picture count │\n", "│ --- ┆ --- ┆ --- ┆ --- │\n", "│ struct[2] ┆ struct[2] ┆ f64 ┆ u64 │\n", "╞═════════════╪═══════════════════════╪═════╪═══════════════╡\n", "│ {30.0,\"ms\"} ┆ {0.0,\"A\"} ┆ 0.0 ┆ 7673299 │\n", "└─────────────┴───────────────────────┴─────┴───────────────┘" ], "text/html": [ "
\n", "shape: (1, 4)
exposuremot_loading.x_currentreppicture count
struct[2]struct[2]f64u64
{30.0,"ms"}{0.0,"A"}0.07673299
" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 18 }, { "cell_type": "markdown", "id": "2c7867df5b44230", "metadata": {}, "source": [ "Putting it all together, we can load the data of the sequence like this:" ] }, { "cell_type": "code", "id": "928e1941e9c8dd60", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:08.512168Z", "start_time": "2024-12-28T17:07:07.882448Z" } }, "source": [ "loader = LoadShotParameters() + LoadImageCount(\"Orca Quest\", \"picture\")\n", "\n", "with experiment.storage_session() as storage:\n", " sequence = storage.get_sequence(r\"\\scan mot current\")\n", "\n", " shots = sequence.get_shots()\n", "\n", " df = pl.concat(loader(shot) for shot in shots)\n", "df" ], "outputs": [ { "data": { "text/plain": [ "shape: (180, 4)\n", "┌─────────────┬───────────────────────┬─────┬───────────────┐\n", "│ exposure ┆ mot_loading.x_current ┆ rep ┆ picture count │\n", "│ --- ┆ --- ┆ --- ┆ --- │\n", "│ struct[2] ┆ struct[2] ┆ f64 ┆ u64 │\n", "╞═════════════╪═══════════════════════╪═════╪═══════════════╡\n", "│ {30.0,\"ms\"} ┆ {0.0,\"A\"} ┆ 0.0 ┆ 42980280 │\n", "│ {30.0,\"ms\"} ┆ {0.016949,\"A\"} ┆ 0.0 ┆ 65690609 │\n", "│ {30.0,\"ms\"} ┆ {0.033898,\"A\"} ┆ 0.0 ┆ 63727100 │\n", "│ {30.0,\"ms\"} ┆ {0.050847,\"A\"} ┆ 0.0 ┆ 66366509 │\n", "│ {30.0,\"ms\"} ┆ {0.067797,\"A\"} ┆ 0.0 ┆ 77280214 │\n", "│ … ┆ … ┆ … ┆ … │\n", "│ {30.0,\"ms\"} ┆ {0.932203,\"A\"} ┆ 4.0 ┆ 35504541 │\n", "│ {30.0,\"ms\"} ┆ {0.949153,\"A\"} ┆ 4.0 ┆ 35494083 │\n", "│ {30.0,\"ms\"} ┆ {0.966102,\"A\"} ┆ 4.0 ┆ 35505373 │\n", "│ {30.0,\"ms\"} ┆ {0.983051,\"A\"} ┆ 4.0 ┆ 35500399 │\n", "│ {30.0,\"ms\"} ┆ {1.0,\"A\"} ┆ 4.0 ┆ 35501146 │\n", "└─────────────┴───────────────────────┴─────┴───────────────┘" ], "text/html": [ "
\n", "shape: (180, 4)
exposuremot_loading.x_currentreppicture count
struct[2]struct[2]f64u64
{30.0,"ms"}{0.0,"A"}0.042980280
{30.0,"ms"}{0.016949,"A"}0.065690609
{30.0,"ms"}{0.033898,"A"}0.063727100
{30.0,"ms"}{0.050847,"A"}0.066366509
{30.0,"ms"}{0.067797,"A"}0.077280214
{30.0,"ms"}{0.932203,"A"}4.035504541
{30.0,"ms"}{0.949153,"A"}4.035494083
{30.0,"ms"}{0.966102,"A"}4.035505373
{30.0,"ms"}{0.983051,"A"}4.035500399
{30.0,"ms"}{1.0,"A"}4.035501146
" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "execution_count": 19 }, { "cell_type": "markdown", "id": "ec48aacfff4ab6e1", "metadata": {}, "source": [ "And plot the values like this:\n" ] }, { "cell_type": "code", "id": "534508e83d4d0245", "metadata": { "ExecuteTime": { "end_time": "2024-12-28T17:07:08.633826Z", "start_time": "2024-12-28T17:07:08.550590Z" } }, "source": [ "averaged = (\n", " df.with_columns(pl.col(\"mot_loading.x_current\").quantity.magnitude())\n", " .group_by(\"mot_loading.x_current\")\n", " .agg(\n", " mean=pl.mean(\"picture count\"),\n", " error=pl.std(\"picture count\") / pl.Expr.sqrt(pl.count(\"picture count\")),\n", " )\n", ")\n", "\n", "plt.errorbar(\n", " averaged[\"mot_loading.x_current\"], averaged[\"mean\"], yerr=averaged[\"error\"], fmt=\"o\"\n", ")\n", "plt.xlabel(\"Current [A]\")\n", "plt.ylabel(\"Fluorescence\")" ], "outputs": [ { "data": { "text/plain": [ "Text(0, 0.5, 'Fluorescence')" ] }, "execution_count": 20, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": [ "
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" }, "metadata": {}, "output_type": "display_data" } ], "execution_count": 20 } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }