{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Sea ice plotting examples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This script shows how to load and plot sea ice concentration from sea ice models (CICE5, and SIS2) output, while also indicating how to get around some of the pitfalls and foibles in CICE temporal and spatial gridding.\n", "\n", "Requirements: The `conda/analysis3` module from `/g/data/hh5/public/modules`. " ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ "#Choose which model we are working with\n", "MODEL='cice5'\n", "# MODEL='sis2'" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Firstly, load modules:" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "tags": [] }, "outputs": [], "source": [ "import cosima_cookbook as cc\n", "from dask.distributed import Client\n", "from datetime import timedelta\n", "import cf_xarray as cfxr\n", "\n", "import matplotlib.pyplot as plt\n", "import cartopy.crs as ccrs\n", "import cartopy.feature as cfeature\n", "import numpy as np\n", "import matplotlib.path as mpath\n", "import cmocean.cm as cmo" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "client = Client()\n", "client" ] }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ "Start a database session:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "tags": [] }, "outputs": [], "source": [ "session = cc.database.create_session()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The dictionary below specifies experiment, start and ending times for each model we can use (CICE5 with MOM5 or SIS2 with MOM6). This example will work with RYF forcing experiments and sea ice concentration variable, which is called `aice_m` in mom5 and `siconc` in mom6.\n", "\n", "If you want a different experiment, or a different time period, change the necessary values. A tutorial on how to explore the database for available experiments is available [here](https://github.com/COSIMA/cosima-recipes/blob/master/Tutorials/COSIMA_CookBook_Tutorial.ipynb). Note that we are just loading the last 10 years here.\n", "\n", "Note also the `decode_coords=False` flag. **This gets around some messy issues with the way xarray decides to load CICE grids**:" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "tags": [] }, "outputs": [], "source": [ "sic_args = {\n", " \"cice5\": { #cice5 is part of ACCESS-OM2\n", " \"expt\": \"01deg_jra55v13_ryf9091\",\n", " \"variable\": \"aice_m\",\n", " \"start_time\": \"1981-02-01\",\n", " \"end_time\": \"1991-01-01\",\n", " \"decode_coords\": False\n", " },\n", " \"sis2\": { #sis2 is used for the testing MOM6\n", " \"expt\": \"OM4_025.JRA_RYF\",\n", " \"variable\": \"siconc\",\n", " \"start_time\": \"1981-01-01\",\n", " \"end_time\": \"1990-12-31\",\n", " \"frequency\": \"1 monthly\"\n", " },\n", " #In the future, we will add a CICE6 option (i.e. the future ACCESS-OM3)\n", "}\n", "\n", "area_variable = {\n", " \"cice5\": \"area_t\" ,\n", " \"sis2\": \"areacello\"\n", "}\n", "\n", "geo_variables = {\n", " \"cice5\":['geolon_t', 'geolat_t'] ,\n", " \"sis2\": ['geolon', 'geolat']\n", "}" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [] }, "outputs": [], "source": [ "sic = cc.querying.getvar(\n", " session=session, \n", " **sic_args[MODEL]\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Another messy thing about CICE is that it thinks that monthly data for, say, January occurs at midnight on Jan 31 -- while xarray interprets this as the first milllisecond of February.** \n", " \n", "To get around this, note that we loaded data from February above, and we now subtract 12 hours from the time dimension. This means that, at least data is sitting in the correct month, and really helps to compute monthly climatologies correctly." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "tags": [] }, "outputs": [], "source": [ "if MODEL =='cice5' :\n", " sic['time'] = sic.time.to_pandas() - timedelta(hours = 12)" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'aice_m' (time: 120, nj: 2700, ni: 3600)>\n",
       "dask.array<rechunk-merge, shape=(120, 2700, 3600), dtype=float32, chunksize=(3, 2700, 3600), chunktype=numpy.ndarray>\n",
       "Coordinates:\n",
       "  * time     (time) object 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n",
       "Dimensions without coordinates: nj, ni\n",
       "Attributes: (12/13)\n",
       "    units:          1\n",
       "    long_name:      ice area  (aggregate)\n",
       "    coordinates:    TLON TLAT time\n",
       "    cell_measures:  area: tarea\n",
       "    cell_methods:   time: mean\n",
       "    time_rep:       averaged\n",
       "    ...             ...\n",
       "    contact:        Andy Hogg\n",
       "    email:          andy.hogg@anu.edu.au\n",
       "    created:        2020-06-11\n",
       "    description:    0.1 degree ACCESS-OM2 global model configuration with JRA...\n",
       "    notes:          Additional daily outputs saved from 1 Jan 1950 to 31 Dec ...\n",
       "    url:            https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra5...
" ], "text/plain": [ "\n", "dask.array\n", "Coordinates:\n", " * time (time) object 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n", "Dimensions without coordinates: nj, ni\n", "Attributes: (12/13)\n", " units: 1\n", " long_name: ice area (aggregate)\n", " coordinates: TLON TLAT time\n", " cell_measures: area: tarea\n", " cell_methods: time: mean\n", " time_rep: averaged\n", " ... ...\n", " contact: Andy Hogg\n", " email: andy.hogg@anu.edu.au\n", " created: 2020-06-11\n", " description: 0.1 degree ACCESS-OM2 global model configuration with JRA...\n", " notes: Additional daily outputs saved from 1 Jan 1950 to 31 Dec ...\n", " url: https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra5..." ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sic = sic.chunk([3, 'auto', 'auto'])\n", "sic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that `aice_m` is the monthly average of fractional ice area in each grid cell aka the concentration. **To find the actual area of the ice we need to know the area of each cell. Unfortunately, CICE doesn't save this for us ... but the ocean model does.** So, let's load `area_t` from the ocean model, and rename the coordinates in our ice variable to match the ocean model. Then we can multiply the ice concentration with the cell area to get a total ice area." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "
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<xarray.DataArray 'area_t' (yt_ocean: 2700, xt_ocean: 3600)>\n",
       "array([[nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       ...,\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan],\n",
       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n",
       "Coordinates:\n",
       "  * xt_ocean  (xt_ocean) float64 -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n",
       "  * yt_ocean  (yt_ocean) float64 -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n",
       "    geolon_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
       "    geolat_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
       "Attributes:\n",
       "    long_name:     tracer cell area\n",
       "    units:         m^2\n",
       "    valid_range:   [0.e+00 1.e+15]\n",
       "    cell_methods:  time: point\n",
       "    ncfiles:       ['/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf909...\n",
       "    contact:       Andy Hogg\n",
       "    email:         andy.hogg@anu.edu.au\n",
       "    created:       2020-06-11\n",
       "    description:   0.1 degree ACCESS-OM2 global model configuration with JRA5...\n",
       "    notes:         Additional daily outputs saved from 1 Jan 1950 to 31 Dec 1...\n",
       "    url:           https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra55...
" ], "text/plain": [ "\n", "array([[nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " ...,\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan],\n", " [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n", "Coordinates:\n", " * xt_ocean (xt_ocean) float64 -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n", " * yt_ocean (yt_ocean) float64 -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n", " geolon_t (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n", " geolat_t (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n", "Attributes:\n", " long_name: tracer cell area\n", " units: m^2\n", " valid_range: [0.e+00 1.e+15]\n", " cell_methods: time: point\n", " ncfiles: ['/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf909...\n", " contact: Andy Hogg\n", " email: andy.hogg@anu.edu.au\n", " created: 2020-06-11\n", " description: 0.1 degree ACCESS-OM2 global model configuration with JRA5...\n", " notes: Additional daily outputs saved from 1 Jan 1950 to 31 Dec 1...\n", " url: https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra55..." ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "area = cc.querying.getvar(sic_args[MODEL]['expt'], area_variable[MODEL], session, n = 1).load()\n", "\n", "if MODEL==\"sis2\":\n", " area=area.rename({'xh': 'xT', 'yh': 'yT'})\n", "\n", "area" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Our CICE data is missing x&y coordinate values, so we can also get them from area_t" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "So that our new coordinates are recognised as cf standard, we also need to copy the attributes. This notebook is designed to use `cf-xarray`. This means the rest of the notebook is [Model Agnostic](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Model_Agnostic_Analysis.html)." ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "tags": [] }, "outputs": [], "source": [ "if MODEL =='cice5' :\n", " sic.coords['ni'] = area['xt_ocean'].values\n", " sic.coords['nj'] = area['yt_ocean'].values\n", "\n", " sic.ni.attrs = area.xt_ocean.attrs\n", " sic.nj.attrs = area.yt_ocean.attrs\n", " \n", " sic = sic.rename(({'ni': 'xt_ocean', 'nj': 'yt_ocean'}))" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "Coordinates:\n", " CF Axes: * X: ['xt_ocean']\n", " * Y: ['yt_ocean']\n", " Z, T: n/a\n", "\n", " CF Coordinates: * longitude: ['xt_ocean']\n", " * latitude: ['yt_ocean']\n", " vertical, time: n/a\n", "\n", " Cell Measures: area, volume: n/a\n", "\n", " Standard Names: n/a\n", "\n", " Bounds: n/a\n", "\n", " Grid Mappings: n/a" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sic.cf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have axes with cf compliant coordinates, we can select using `latitude` keywords." ] }, { "cell_type": "markdown", "metadata": { "execution": { "iopub.execute_input": "2023-10-02T04:31:53.852863Z", "iopub.status.busy": "2023-10-02T04:31:53.851848Z", "iopub.status.idle": "2023-10-02T04:31:53.862609Z", "shell.execute_reply": "2023-10-02T04:31:53.861317Z", "shell.execute_reply.started": "2023-10-02T04:31:53.852807Z" } }, "source": [ "# Sea Ice Area" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at a timeseries of SH sea ice area. Area is defined (per convention) as the sum of sea ice concentration multiply by the area of each grid cell (and masked for sea ice concentration above 15%)\n", "\n", "By convention, sea-ice area for a region or basin is the sum of the area's where concentration is greater than 15%. \n", "We also need to drop geolon and geolat so we have unique longitude and latitude to reference" ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "tags": [] }, "outputs": [], "source": [ "sic = sic.where(sic >= 0.15)\n", "\n", "si_area = sic * area\n", "\n", "if MODEL=='cice5':\n", " si_area = si_area.drop({'geolon_t', 'geolat_t'})" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/plain": [ "Coordinates:\n", " CF Axes: * X: ['xt_ocean']\n", " * Y: ['yt_ocean']\n", " Z, T: n/a\n", "\n", " CF Coordinates: * longitude: ['xt_ocean']\n", " * latitude: ['yt_ocean']\n", " vertical, time: n/a\n", "\n", " Cell Measures: area, volume: n/a\n", "\n", " Standard Names: n/a\n", "\n", " Bounds: n/a\n", "\n", " Grid Mappings: n/a" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "si_area.cf" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "tags": [] }, "outputs": [], "source": [ "SH_area = si_area.cf.sel(latitude=slice(-90, -45)).cf.sum(['latitude', 'longitude'])\n", "NH_area = si_area.cf.sel(latitude=slice(45, 90)).cf.sum(['latitude', 'longitude'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As we are using a repeat year forcing experiemnt, the sea ice cycle is very regular:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "SH_area.plot(label = 'Antarctic')\n", "NH_area.plot(label = 'Arctic')\n", "\n", "plt.legend(loc='lower right')\n", "plt.ylabel('Sea Ice Area (km$^{2}$)');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And the seasonal cycle of sea-ice area:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "SH_area.groupby('time.month').mean('time').plot(label='Antarctic')\n", "NH_area.groupby('time.month').mean('time').plot(label='Arctic')\n", "\n", "plt.legend()\n", "plt.ylabel('Sea Ice Area (km$^{2}$)');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Making Maps" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "If we just plot a selected month now, you see that everything North of 65N is skewed. " ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.subplot(projection = ccrs.PlateCarree())\n", "\n", "sic.sel(time='1985-08').plot(cmap = cmo.ice)\n", "ax.coastlines();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Most of our work is in the Southern Ocean, so maybe we don't care. But if you are interested in the Arctic, then we need to account for the tri-polar ocean grid that out models use. The easiest way out of that is using contourf, and the passing the x and y coordinates.\n", "\n", "See [Making Maps with Cartopy](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Making_Maps_with_Cartopy.html) tutorial for more help with plotting!" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We need the geolon and geolat fields from the model for the actual (two-pole) coordinates, instead of the model (three-pole) coordinates." ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "tags": [] }, "outputs": [], "source": [ "geolon = cc.querying.getvar(sic_args[MODEL]['expt'], geo_variables[MODEL][0], session, n = 1).load()\n", "geolat = cc.querying.getvar(sic_args[MODEL]['expt'], geo_variables[MODEL][1], session, n = 1).load()\n", "\n", "if MODEL=='sis2':\n", " geolon = geolon.rename({'lath': 'yT','lonh': 'xT'})\n", " geolat = geolat.rename({'lath': 'yT','lonh': 'xT'})" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "tags": [] }, "outputs": [], "source": [ "sic=sic.assign_coords({\n", " 'geolat': geolat,\n", " 'geolon': geolon\n", "})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Use contourf, and the geolon and geolat fields" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ax = plt.subplot(projection=ccrs.PlateCarree())\n", "\n", "sic.sel(time='1985-08').squeeze('time').plot.contourf(\n", " transform = ccrs.PlateCarree(),\n", " x = 'geolon',\n", " y = 'geolat',\n", " levels = 33,\n", " cmap = cmo.ice\n", ")\n", "\n", "ax.coastlines();" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Using cartopy, we can make Polar Stereographic plots of sea ice concentration for a selected month, as follows:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "tags": [] }, "outputs": [], "source": [ "def plot_si_conc(data):\n", " \"\"\" A function for plotting tri-polar data\"\"\"\n", " ax = plt.gca()\n", "\n", " # Map the plot boundaries to a circle\n", " theta = np.linspace(0, 2*np.pi, 100)\n", " center, radius = [0.5, 0.5], 0.5\n", " verts = np.vstack([np.sin(theta), np.cos(theta)]).T\n", " circle = mpath.Path(verts * radius + center)\n", " ax.set_boundary(circle, transform=ax.transAxes)\n", "\n", " # Add land features and gridlines\n", " ax.add_feature(cfeature.NaturalEarthFeature('physical', 'land', '50m', edgecolor='black',\n", " facecolor = 'gainsboro'), zorder = 2)\n", "\n", " data.plot.contourf(\n", " transform = ccrs.PlateCarree(),\n", " x = 'geolon', \n", " y = 'geolat', \n", " levels = np.arange(0.15, 1.05, 0.05),\n", " cmap = cmo.ice,\n", " cbar_kwargs = {\n", " 'label':'Sea Ice Concentration'\n", " }\n", " )\n", "\n", " gl = ax.gridlines(\n", " draw_labels=True, linewidth=1, color='gray', alpha=0.2, linestyle='--',\n", " ylocs = np.arange(-80, 81, 10)\n", " )\n", "\n", " ax.coastlines()" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_sh_si_conc():\n", " ax = plt.subplot(projection=ccrs.SouthPolarStereo())\n", "\n", " ax.set_extent([-180, 180, -90, -50], crs=ccrs.PlateCarree())\n", "\n", " plot_si_conc(\n", " sic.cf.sel(time='1985-08').squeeze('time')\n", " )\n", "\n", "plot_sh_si_conc()" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "tags": [] }, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "def plot_nh_si_conc():\n", " ax = plt.subplot(projection=ccrs.NorthPolarStereo(central_longitude=-45))\n", " \n", " ax.set_extent([-180, 180, 40, 90], crs=ccrs.PlateCarree())\n", "\n", " plot_si_conc(\n", " sic.cf.sel(time='1985-02').squeeze('time')\n", " )\n", "\n", "plot_nh_si_conc()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once we are happy with your plot, we can save the plot to disk using `plt.savefig('filepath/filename')` function at the end of the cell containing the plot we want to save, as shown below. Note that your filename must contain the file (e.g., pdf, jpeg, png, etc.). \n", "For more information on the options available to save figures refer to [Matplotlib documentation](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.savefig.html)." ] }, { "cell_type": "markdown", "metadata": { "execution": { "iopub.status.busy": "2023-10-02T04:38:30.214407Z", "iopub.status.idle": "2023-10-02T04:38:30.214614Z", "shell.execute_reply": "2023-10-02T04:38:30.214511Z", "shell.execute_reply.started": "2023-10-02T04:38:30.214502Z" }, "tags": [] }, "source": [ "```python\n", "plot_sh_si_conc()\n", "plt.savefig('MyFirstSeaIcePlot.png', dpi = 300)\n", "```" ] } ], "metadata": { "kernelspec": { "display_name": "Python [conda env:analysis3-23.07]", "language": "python", "name": "conda-env-analysis3-23.07-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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }