{ "cells": [ { "cell_type": "markdown", "id": "aed98901-b202-419f-9c7c-3019dc46d3eb", "metadata": {}, "source": [ "# `tesscube` Tutorial\n", "\n", "NASA TESS data is available to users as either \n", "\n", "- Time series (Light Curve Files)\n", "- Pixel level data, cut out around astrophysical targets (Target Pixel Files)\n", "- Pixel level data from an entire camera sensors (Full Frame Image Files).\n", "\n", "TESS Full Frame Image data is available as cubes stored in the cloud by MAST.\n", "\n", "`tesscube` enables you to work with these cubes both on your local machine and in amazon AWS instances (e.g. TiKE). `tesscube` will enable you to work with the cube data without explicitly downloading it to your machine, and will help you cut TPFs out of the data. \n", "\n", ":::note\n", "\n", "**Note:** `tesscube` will always return `astropy` objects, such as `astropy.wcs.WCS` objects, or `astropy.fits.HDUList` objects. You can use the `astropy` documentation to understand more about how those Python objects work. \n", "\n", ":::\n", "\n", ":::note\n", "\n", "**Note:** `tesscube` will never store any TESS data files to disk, it will only store them in memory. If you want to store them on disk, you will need to write them.\n", "\n", ":::\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "edc2a682-2c5f-41e2-9e11-58c744fade53", "metadata": {}, "outputs": [], "source": [ "from tesscube import TESSCube\n", "import matplotlib.pyplot as plt" ] }, { "cell_type": "markdown", "id": "4f17c98f-e8db-4d06-8549-016407b86941", "metadata": {}, "source": [ "You can obtain a cube using `TESSCube`" ] }, { "cell_type": "code", "execution_count": 2, "id": "2b9e6de4-4311-4cf7-aa45-3fca7b593236", "metadata": {}, "outputs": [], "source": [ "cube = TESSCube(sector=38, camera=1, ccd=1)" ] }, { "cell_type": "code", "execution_count": 3, "id": "9c6a21e7-5522-410b-b2de-5d3dd302bb76", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "TESSCube [Sector 38, Camera 1, CCD 1]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube" ] }, { "cell_type": "markdown", "id": "fa6b6219-3939-49f0-ac93-6fa0d772621a", "metadata": {}, "source": [ "This cube has not been downloaded (that would be terrabytes of data!), but this object will go and retrieve pieces of the data for you. The object has access to useful meta data about the cube e.g. sector" ] }, { "cell_type": "code", "execution_count": 4, "id": "22530d7d-64fe-4ecd-88f8-cdc35d84cfb7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "38" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.sector" ] }, { "cell_type": "markdown", "id": "ec0041f8-6a08-4b22-abe6-93cb9d86403b", "metadata": {}, "source": [ "camera and CCD number" ] }, { "cell_type": "code", "execution_count": 5, "id": "e2095a46-5646-4b10-929d-a9d707fd8675", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(1, 1)" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.camera, cube.ccd" ] }, { "cell_type": "markdown", "id": "f6ad81c9-5408-4de1-bbcb-b6306deeb38c", "metadata": {}, "source": [ "The shape of the cube in format `(nframes, nrows, ncolumns)`" ] }, { "cell_type": "code", "execution_count": 6, "id": "17da0814-cb82-4154-aec3-500d92e2a12e", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(3705, 2078, 2136)" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.shape" ] }, { "cell_type": "markdown", "id": "9d7e8db9-8654-4087-b1e6-b98d1a1d3661", "metadata": {}, "source": [ "The file names of the FFIs that went into the cubes" ] }, { "cell_type": "code", "execution_count": 7, "id": "6db87d9d-535b-480e-b36e-e8a6760548e2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['tess2021119082905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119083905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119084905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119085905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119090905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119091905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119092905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119093905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119094905-s0038-1-1-0209-s_ffic.fits',\n", " 'tess2021119095905-s0038-1-1-0209-s_ffic.fits']" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.ffi_names[:10]" ] }, { "cell_type": "markdown", "id": "44d97b16-d464-47e6-ac4c-d97c779431f8", "metadata": {}, "source": [ "A WCS" ] }, { "cell_type": "code", "execution_count": 8, "id": "4d8a1452-3826-42e6-b554-a6258db2b52f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "WCS Keywords\n", "\n", "Number of WCS axes: 2\n", "CTYPE : 'RA---TAN-SIP' 'DEC--TAN-SIP' \n", "CRVAL : 213.32687183933797 -39.21957236544086 \n", "CRPIX : 1045.0 1001.0 \n", "CD1_1 CD1_2 : 0.005191266669209171 0.002238086088774782 \n", "CD2_1 CD2_2 : -0.002370891851994 0.005249526134504192 \n", "NAXIS : 2136.0 2078.0" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.wcs" ] }, { "cell_type": "markdown", "id": "32a3d863-3390-4181-91ad-db89893e4a52", "metadata": {}, "source": [ "And the cadence number and times associated with the FFI" ] }, { "cell_type": "code", "execution_count": 9, "id": "a32b0283-c1c1-465c-87b4-1959473eef3b", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([ 1, 2, 3, ..., 3842, 3843, 3844])" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.cadence_number" ] }, { "cell_type": "code", "execution_count": 10, "id": "b8ada6e1-9131-406f-b3ff-8bd78591c47a", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([2333.86306818, 2333.87001266, 2333.87695715, ..., 2360.53641726,\n", " 2360.54336149, 2360.55030573])" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cube.time" ] }, { "cell_type": "markdown", "id": "c40e72f6-908d-415f-8a30-d5a7538d2962", "metadata": {}, "source": [ "## Accessing FFI Data" ] }, { "cell_type": "markdown", "id": "d244979e-df3b-446e-a838-3d1385a03005", "metadata": {}, "source": [ "The cube data has format `(nframes, nrows, ncolumns)`. You can index into a `TESSCube` to access the information inside it. If you access an index in the time dimension, you will obtain an FFI. For example, we can get the 300th FFI in this cube:" ] }, { "cell_type": "code", "execution_count": 11, "id": "5203405f-9cb7-42c9-bb67-456ddb6c1b88", "metadata": {}, "outputs": [], "source": [ "ffi = cube[300]" ] }, { "cell_type": "code", "execution_count": 12, "id": "d769ad90-6d66-4edd-a79a-b4fc86b2e0d6", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[, , ]" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ffi" ] }, { "cell_type": "markdown", "id": "76260281-4a84-4235-8786-65ccf4546ce9", "metadata": {}, "source": [ "This has returned an `astropy.fits.HDUList` object. Let's look at it" ] }, { "cell_type": "code", "execution_count": 13, "id": "b73e2b5b-1eba-414c-a6e4-7bfc470e86fc", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: \n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 30 () \n", " 1 CAMERA.CCD 1.1 cal 1 ImageHDU 183 (2136, 2078) float32 \n", " 2 CAMERA.CCD 1.1 uncert 1 ImageHDU 183 (2136, 2078) float32 \n" ] } ], "source": [ "ffi.info()" ] }, { "cell_type": "markdown", "id": "685a605c-b178-4c5e-a0e0-c14ceaaf5853", "metadata": {}, "source": [ "This fits file has two image HDUs, one for the data and one for the pipeline estimated uncertainties. We can plot this data." ] }, { "cell_type": "code", "execution_count": 14, "id": "4f676876-3bcb-4fc8-835d-0f30a85fb337", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 0, 'Column [pix]'),\n", " Text(0, 0.5, 'Row [pix]'),\n", " Text(0.5, 1.0, 'FFI Sector 38, Camera 1, CCD 1')]" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "ax.imshow(ffi[1].data, vmin=0, vmax=1000, cmap=\"Greys_r\", interpolation=\"nearest\")\n", "ax.set(\n", " xlabel=\"Column [pix]\",\n", " ylabel=\"Row [pix]\",\n", " title=f\"FFI Sector {cube.sector}, Camera {cube.camera}, CCD {cube.ccd}\",\n", ")" ] }, { "cell_type": "markdown", "id": "379874fa-dafa-4c4c-ba1b-f29ebfa305f0", "metadata": {}, "source": [ "This is useful if you want to see the full output of the camera, but keep in mind FFIs are large files, and trying to access many of them may take while." ] }, { "cell_type": "markdown", "id": "9cf31e29-f356-400e-969a-12a3e2824c48", "metadata": {}, "source": [ "## Accessing TPFs\n", "\n", "TPFs are \"Target Pixel Files\". We can generate a TPF using `tesscube`. Let's first imagine we want to cut out a specific pixel range." ] }, { "cell_type": "code", "execution_count": 15, "id": "8b32cbe2-a400-48c9-82de-2481c066fba2", "metadata": {}, "outputs": [], "source": [ "tpf = cube[:, 400:410, 400:411]" ] }, { "cell_type": "code", "execution_count": 16, "id": "ed36fa51-651a-4d32-906e-4ff56877e5e4", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[, , ]" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf" ] }, { "cell_type": "markdown", "id": "e9151669-66fc-426d-b022-a914f18be480", "metadata": {}, "source": [ "This TPF is also a fits object, which is an `astropy.fits.HDUList`. We can look at it" ] }, { "cell_type": "code", "execution_count": 17, "id": "1765f9c7-21b2-46a4-ba5d-9c84b2061ab8", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Filename: (No file associated with this HDUList)\n", "No. Name Ver Type Cards Dimensions Format\n", " 0 PRIMARY 1 PrimaryHDU 40 () \n", " 1 PIXELS 1 BinTableHDU 237 3705R x 11C ['D', 'E', 'I', '110E', '110E', '110E', '110E', '110E', 'J', 'E', 'E'] \n", " 2 APERTURE 1 ImageHDU 50 (11, 10) float64 \n" ] } ], "source": [ "tpf.info()" ] }, { "cell_type": "markdown", "id": "8b0021d7-8213-4932-ba9d-46e10544220b", "metadata": {}, "source": [ "This has a different format to the FFI, this has a table of pixel values.\n", "\n", "TPFs have a standardized structure from the TESS mission. We can access the flux data in the first extension." ] }, { "cell_type": "code", "execution_count": 18, "id": "f5e15a42-9631-4080-9758-604d0502958d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 0, 'Column [pix]'),\n", " Text(0, 0.5, 'Row [pix]'),\n", " Text(0.5, 1.0, 'TPF Sector 38, Camera 1, CCD 1')]" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(6, 6))\n", "ax.imshow(\n", " tpf[1].data[\"FLUX\"][300], vmin=0, vmax=1000, cmap=\"Greys_r\", interpolation=\"nearest\"\n", ")\n", "ax.set(\n", " xlabel=\"Column [pix]\",\n", " ylabel=\"Row [pix]\",\n", " title=f\"TPF Sector {cube.sector}, Camera {cube.camera}, CCD {cube.ccd}\",\n", ")" ] }, { "cell_type": "markdown", "id": "ef4bc855-32ff-4662-8974-1963af177a6e", "metadata": {}, "source": [ "It looks like there's not much interesting in this TPF, which is expected as we picked out a random subset of the sky.\n", "\n", "Let's look at the shape of the data" ] }, { "cell_type": "code", "execution_count": 19, "id": "1fa5b0f0-295c-4286-b045-b8f092eec439", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(3705, 10, 11)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf[1].data[\"FLUX\"].shape" ] }, { "cell_type": "markdown", "id": "882a7971-467c-47da-83ea-303d6b6145db", "metadata": {}, "source": [ "If we want to, we can cut out a small frame range of the data. \n", "\n", ":::warning\n", "\n", "This is an inefficient operation. The data cubes are designed to be sliced in space, rather than time. Requesting a sliced version of time requires one query per time stamp. If you want more than ~20 frames and only a small number of pixels it will likely be faster to download the whole dataset. If you want only a few frames, and a large number of pixels, using time slicing will be more efficient.\n", "\n", ":::" ] }, { "cell_type": "code", "execution_count": 20, "id": "f256ca40-82c1-47c6-bb40-3846cf1b6648", "metadata": {}, "outputs": [], "source": [ "tpf_short = cube[400:405, 400:410, 400:411]" ] }, { "cell_type": "code", "execution_count": 21, "id": "af9c3207-79d4-40eb-9f10-6db201f9823f", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(5, 10, 11)" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf_short[1].data[\"FLUX\"].shape" ] }, { "cell_type": "markdown", "id": "e3712e6d-1b30-435f-bc48-74a89eb894cc", "metadata": {}, "source": [ "This has cut down the data size to only the 5 frames we requested.\n", "\n", "Finally, if we want to, we can downsample the data. We do this with slicing, as show below. Here we are downsampling the data by a factor of 10." ] }, { "cell_type": "code", "execution_count": 22, "id": "b9414841-7b8f-4c7b-b337-4c7b1bc2ee8a", "metadata": {}, "outputs": [], "source": [ "tpf_low_time_res = cube[::10, 400:410, 400:411]" ] }, { "cell_type": "code", "execution_count": 23, "id": "70f28d33-0d65-4bdc-b65b-d2e941824ee2", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(370, 10, 11)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "tpf_low_time_res[1].data[\"FLUX\"].shape" ] }, { "cell_type": "markdown", "id": "096ae837-0472-47cf-8112-c4544c105f76", "metadata": {}, "source": [ "This has resulted in a dataset with a lower time resolution. If you plot the comparision, you will see there are fewer time stamps, but the flux is higher as it has been summed." ] }, { "cell_type": "code", "execution_count": 24, "id": "abd1b957-d630-4a4d-a2f1-bc4306bc2e6c", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.scatter(\n", " tpf[1].data[\"TIME\"],\n", " tpf[1].data[\"FLUX\"].sum(axis=(1, 2)),\n", " c=\"grey\",\n", " s=1,\n", " label=\"Original Resolution\",\n", ")\n", "ax.scatter(\n", " tpf_low_time_res[1].data[\"TIME\"],\n", " tpf_low_time_res[1].data[\"FLUX\"].sum(axis=(1, 2)),\n", " c=\"k\",\n", " s=1,\n", " label=\"Lower Time Resolution\",\n", ")\n", "ax.legend()\n", "ax.set(\n", " xlabel=\"Time [BJD - 245000]\",\n", " ylabel=\"Flux [e$-$/s]\",\n", " title=f\"Time Series Sector {cube.sector}, Camera {cube.camera}, CCD {cube.ccd}\",\n", ");" ] }, { "cell_type": "markdown", "id": "a097b0a5-ed45-4a99-b9a3-c86af54add9a", "metadata": {}, "source": [ "You can also access the position corrections for your target. If you index into the cube to get a TPF, the position correction will be estimated using the TPF center." ] }, { "cell_type": "code", "execution_count": 25, "id": "305ae0db-9a5a-4d33-ae20-da3c37df14cd", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.plot(tpf[1].data[\"TIME\"], tpf[1].data[\"POS_CORR1\"], c=\"r\", label=\"POS_CORR1\")\n", "ax.plot(tpf[1].data[\"TIME\"], tpf[1].data[\"POS_CORR2\"], c=\"b\", label=\"POS_CORR2\")\n", "ax.legend()\n", "ax.set(\n", " xlabel=\"Time [BJD - 245000]\",\n", " ylabel=\"Position [pixel]\",\n", " title=f\"POS_CORR Sector {cube.sector}, Camera {cube.camera}, CCD {cube.ccd}\",\n", ");" ] }, { "cell_type": "markdown", "id": "172a66ce-d7f8-418a-85c5-22c0408993d7", "metadata": {}, "source": [ "## Getting a TPF for a target" ] }, { "cell_type": "markdown", "id": "b0be8aa5-b0d0-4edd-a200-fbb347f9cb56", "metadata": {}, "source": [ "Often you will have a target you want to obtain TESS data for. You can use `tesscube` to find the data for a particular astronomical target. Let's assume we want to find the target AU Mic. First we will create an `astropy.coordinates.SkyCoord` object which contains the RA and Dec of our target." ] }, { "cell_type": "code", "execution_count": 26, "id": "2997b243-519c-4f1b-8425-72f3e79d4e38", "metadata": {}, "outputs": [], "source": [ "from astropy.coordinates import SkyCoord\n", "from astropy.wcs import WCS\n", "\n", "coord = SkyCoord.from_name(\"AU Mic\")" ] }, { "cell_type": "code", "execution_count": 27, "id": "47643d5b-42e2-486a-9896-256fd23ec5ea", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "coord" ] }, { "cell_type": "markdown", "id": "6972c60e-7159-42fd-8771-b7b8bf7c3db0", "metadata": {}, "source": [ "Now we can find the data. If we do not know the particular camera and CCD the data falls on we can use `tesscube` to find the right cube:" ] }, { "cell_type": "code", "execution_count": 28, "id": "1d544e3b-bc4e-4c19-9693-ce47fbc5934f", "metadata": {}, "outputs": [], "source": [ "cube = TESSCube.from_skycoord(coord, sector=1)" ] }, { "cell_type": "markdown", "id": "bf186c8e-add0-4262-95e9-1d755e02aa34", "metadata": {}, "source": [ "Alternatively, we can initialize with a known camera and CCD" ] }, { "cell_type": "code", "execution_count": 29, "id": "6d232e2c-c681-4856-a3b4-e6ac319342a3", "metadata": {}, "outputs": [], "source": [ "cube = TESSCube(sector=1, camera=1, ccd=4)" ] }, { "cell_type": "markdown", "id": "d40f2e7e-8c0a-4e50-ad12-31a53b5af9f4", "metadata": {}, "source": [ "Now we can object a TPF of our coordinate" ] }, { "cell_type": "code", "execution_count": 30, "id": "3936f75d-cb45-4c22-bfe6-2fa218c02eea", "metadata": {}, "outputs": [], "source": [ "tpf = cube.get_tpf(coord, shape=(30, 36), frame_bin=4)" ] }, { "cell_type": "markdown", "id": "2968649e-bf1a-4d50-ac48-86e665f85f49", "metadata": {}, "source": [ "Here I have obtained a TPF with shape 30 rows by 36 pixels, and I have downsampled the time resolution by a factor of 4. " ] }, { "cell_type": "markdown", "id": "8a74fd58-d605-469c-9ba4-aa40d68c7896", "metadata": {}, "source": [ "I can obtain the column and row position that the source will fall on using the WCS" ] }, { "cell_type": "code", "execution_count": 31, "id": "518cb5ec-d8ba-4fc4-b7b6-f0e42b94e41f", "metadata": {}, "outputs": [], "source": [ "column, row = WCS(tpf[2]).world_to_pixel(coord)" ] }, { "cell_type": "code", "execution_count": 32, "id": "ae2fcda4-a1e9-4dfb-b8bc-e3309c95afdd", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "[Text(0.5, 0, 'TPF Column [pix]'),\n", " Text(0, 0.5, 'TPF Row [pix]'),\n", " Text(0.5, 1.0, 'AU Mic Sector 1, Camera 1, CCD 4')]" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.imshow(tpf[1].data[\"FLUX\"][100], vmin=0, vmax=5000, origin=\"lower\", cmap=\"Greys_r\")\n", "ax.scatter(column, row, c=\"r\")\n", "ax.set(\n", " xlabel=\"TPF Column [pix]\",\n", " ylabel=\"TPF Row [pix]\",\n", " title=f\"AU Mic Sector {cube.sector}, Camera {cube.camera}, CCD {cube.ccd}\",\n", ")" ] }, { "cell_type": "markdown", "id": "863be9cf-eb55-4685-9d1d-a53672e3eaa3", "metadata": {}, "source": [ "We can see that we now have the data for AU Mic." ] } ], "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": "3.9.13" }, "widgets": { "application/vnd.jupyter.widget-state+json": { "state": {}, "version_major": 2, "version_minor": 0 } } }, "nbformat": 4, "nbformat_minor": 5 }