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b/master/_sources/notebooks/advanced/observed_thickness_with_dynamic_spinup.ipynb @@ -0,0 +1,459 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "f776a941-3c4e-472b-9b92-bb3f6482f870", + "metadata": {}, + "source": [ + "# Dynamic model initialization using observed thickness data" + ] + }, + { + "cell_type": "markdown", + "id": "028197d3-3d2f-4363-82f8-75ae37595ce6", + "metadata": {}, + "source": [ + "This notebook demonstrates the translation of thickness observations into bed topography in 'flowline-space' and a dynamic model initialization for projections. Guidelines for adding thickness observations to your glacier directory are provided in the tutorials [Ingest gridded products such as ice velocity into OGGM](../advanced/ingest_gridded_data_on_flowlines.ipynb) and [OGGM-Shop and Glacier Directories in OGGM](../beginner/oggm_shop.ipynb)." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "eb7b5ef4-f6f1-4383-acda-a4ed27050e2c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "from oggm import utils, workflow, tasks, cfg, graphics\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import copy\n", + "import numpy as np\n", + "import xarray as xr\n", + "from scipy import optimize" + ] + }, + { + "cell_type": "markdown", + "id": "cbbabd6b-0d1c-42df-ad0a-ed3c3ff8a81b", + "metadata": { + "tags": [] + }, + "source": [ + "## Translate thickness observations into elevation band flowlines" + ] + }, + { + "cell_type": "markdown", + "id": "f1190bca-0af4-44e1-8aa9-5ef28cdbca78", + "metadata": {}, + "source": [ + "To convert thickness observations into bed topography, the initial step involves binning the data into elevation bands, as detailed in the tutorial [Ingest gridded products such as ice velocity into OGGM](../advanced/ingest_gridded_data_on_flowlines.ipynb). Fortunately, preprocessed directories are available, encompassing all data supported by the OGGM-Shop, already binned to elevation bands. This enables easy initialization of a dynamic flowline using `tasks.init_present_time_glacier`. Specify the data to be used with `use_binned_thickness_data`. Here, dynamic flowlines are defined using consensus thickness ([Farinotti et al. 2019](https://www.nature.com/articles/s41561-019-0300-3)) and Millan thickness data ([Millan et al. 2022](https://www.nature.com/articles/s41561-021-00885-z))." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a7e11094-1540-4788-98b1-ef8d18bd4cd3", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# initialize our test glacier from the preprocessed directories including the shop data\n", + "cfg.initialize(logging_level='WARNING')\n", + "cfg.PATHS['working_dir'] = utils.gettempdir('OGGM_thk_dyn_spn', reset=True)\n", + "rgi_ids = ['RGI60-11.00897']\n", + "\n", + "# preprocessed directories including shop data and the default oggm dynamic initialisation\n", + "base_url = 'https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/L3-L5_files/2023.3/elev_bands/W5E5_spinup_w_data/'\n", + "\n", + "gdirs = workflow.init_glacier_directories(\n", + " rgi_ids, # which glaciers?\n", + " prepro_base_url=base_url, # where to fetch the data?\n", + " from_prepro_level=4, # what kind of data? \n", + " prepro_border=80 # how big of a map?\n", + ")\n", + "\n", + "gdir = gdirs[0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e8329cd8-fe7c-45bd-8258-1e7a077a406f", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# This cell is only needed due to a bug in oggm v1.6.1 which was fixed and can be deleted with updated preprocessed directories\n", + "bin_variables = ['consensus_ice_thickness', 'millan_ice_thickness']\n", + "workflow.execute_entity_task(tasks.elevation_band_flowline,\n", + " gdirs,\n", + " bin_variables=bin_variables)\n", + "workflow.execute_entity_task(tasks.fixed_dx_elevation_band_flowline,\n", + " gdirs,\n", + " bin_variables=bin_variables);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7b430f70-b162-4243-aa9e-a151dd0492a5", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# create the dynamic flowlines for consensus and millan thickness\n", + "tasks.init_present_time_glacier(gdir, filesuffix='_consensus',\n", + " use_binned_thickness_data='consensus_ice_thickness')\n", + "tasks.init_present_time_glacier(gdir, filesuffix='_millan',\n", + " use_binned_thickness_data='millan_ice_thickness')\n", + "\n", + "# open the default oggm flowline and the two we just created\n", + "fls_oggm = gdir.read_pickle('model_flowlines')\n", + "fls_consensus = gdir.read_pickle('model_flowlines', filesuffix='_consensus')\n", + "fls_millan = gdir.read_pickle('model_flowlines', filesuffix='_millan')\n", + "\n", + "# plot the created dynamic flowlines, including the oggm default\n", + "fig, axs = plt.subplots(2, 2, figsize=(10, 7))\n", + "fig.subplots_adjust(wspace=0.6, hspace=0.5)\n", + "\n", + "graphics.plot_modeloutput_section(fls_oggm, ax=axs[0][0], title='OGGM default')\n", + "graphics.plot_modeloutput_section(fls_consensus, ax=axs[0][1], title='Consensus')\n", + "graphics.plot_modeloutput_section(fls_millan, ax=axs[1][0], title='Millan')\n", + "\n", + "ax_compare = axs[1][1]\n", + "ax_compare.plot(fls_oggm[0].surface_h, label='surface height') # surface height is the same for all flowlines\n", + "ax_compare.plot(fls_oggm[0].bed_h, label='OGGM default')\n", + "ax_compare.plot(fls_consensus[0].bed_h, label='Consensus')\n", + "ax_compare.plot(fls_millan[0].bed_h, label='Millan')\n", + "ax_compare.set_title('Direct comparison')\n", + "ax_compare.legend();" + ] + }, + { + "cell_type": "markdown", + "id": "08d6ebfe-97ae-40c1-b579-b026feed0c6a", + "metadata": {}, + "source": [ + "The resulting flowlines exhibit identical surface and area height distributions, defined by the outline and the DEM. Comparing individual bed heights, there is minimal difference between OGGM default and consensus flowline bed heights. This is attributed to OGGM's past contribution to the consensus estimate and the use of the consensus volume estimate in OGGM inversion. In contrast, the Millan bed height differs significantly.\n", + "\n", + "It's crucial to note that these newly created flowlines maintain the total glacier volume of the observations. While OGGM default's glacier volume is regionally calibrated, differences are expected compared to the consensus volume estimate, even though the consensus was used in the inversion (see next section).\n", + "\n", + "The key question now is how to dynamically calibrate and initialize the model with these newly generated flowlines." + ] + }, + { + "cell_type": "markdown", + "id": "3573d629-b9f0-45aa-ae31-b726560a367b", + "metadata": {}, + "source": [ + "## Dynamically calibrate and initialise todays glacier state, using flowlines from thickness observations" + ] + }, + { + "cell_type": "markdown", + "id": "2780f24e-56d4-421b-887a-c727a4610d9b", + "metadata": {}, + "source": [ + "Now, we delve into the process of initializing the model using OGGM's dynamic calibration methodology, elaborated in the tutorial [Dynamic spinup and dynamic *melt_f* calibration for past simulations](../advanced/dynamical_spinup.ipynb). In summary, the approach involves dynamically aligning the RGI area by identifying a suitable glacier state in the past and dynamically adjusting the melt factor of the mass balance to match observed geodetic mass balance. With the glacier bed defined by observations, there is an additional capability to dynamically match for the volume (further details below).\n", + "\n", + "To commence, use the dynamic calibration function `run_dynamic_melt_f_calibration` in conjunction with the newly created flowlines, which can be passed to `init_model_fls`. Refer to the designated tutorial [Dynamic spinup and dynamic *melt_f* calibration for past simulations](../advanced/dynamical_spinup.ipynb) for more details on the other parameters." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e752629c-5538-4e5a-9877-34f64665372a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "err_dmdtda_scaling_factor = 0.2 # the default value of oggm runs to account for correlated observation errors\n", + "\n", + "# Consensus flowline\n", + "workflow.execute_entity_task(\n", + " tasks.run_dynamic_melt_f_calibration, gdirs,\n", + " init_model_fls=fls_consensus,\n", + " err_dmdtda_scaling_factor=err_dmdtda_scaling_factor,\n", + " ys=1979, ye=2020,\n", + " melt_f_max=cfg.PARAMS['melt_f_max'],\n", + " kwargs_run_function={'minimise_for': 'area',\n", + " 'do_inversion': False},\n", + " ignore_errors=True,\n", + " kwargs_fallback_function={'minimise_for': 'area',\n", + " 'do_inversion': False},\n", + " output_filesuffix='_spinup_historical_consensus',\n", + ")\n", + "\n", + "# Millan flowlines\n", + "workflow.execute_entity_task(\n", + " tasks.run_dynamic_melt_f_calibration, gdirs,\n", + " init_model_fls=fls_millan,\n", + " err_dmdtda_scaling_factor=err_dmdtda_scaling_factor,\n", + " ys=1979, ye=2020,\n", + " melt_f_max=cfg.PARAMS['melt_f_max'],\n", + " kwargs_run_function={'minimise_for': 'area',\n", + " 'do_inversion': False},\n", + " ignore_errors=True,\n", + " kwargs_fallback_function={'minimise_for': 'area',\n", + " 'do_inversion': False},\n", + " output_filesuffix='_spinup_historical_millan',\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ee5e9c4f-108e-4b5e-9e4f-678d6a0e360d", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# define a plotting function to compare the dynamic model runs with the observations\n", + "def compare_model_to_observations(gdir, filesuffixes):\n", + " \n", + " area_ref = gdir.rgi_area_m2\n", + " area_ref_error = area_ref * 0.01 # 1% is the default of the dynamic spinup\n", + " \n", + " df_dmdtda_ref = utils.get_geodetic_mb_dataframe().loc[gdir.rgi_id]\n", + " sel = df_dmdtda_ref.loc[df_dmdtda_ref['period'] == '2000-01-01_2020-01-01'].iloc[0]\n", + " # reference geodetic mass balance from Hugonnet 2021\n", + " dmdtda_ref = float(sel['dmdtda'])\n", + " # dmdtda: in meters water-equivalent per year -> we convert\n", + " dmdtda_ref *= 1000 # kg m-2 yr-1\n", + " # error of reference geodetic mass balance from Hugonnet 2021\n", + " dmdtda_ref_error = float(sel['err_dmdtda'])\n", + " dmdtda_ref_error *= 1000 # kg m-2 yr-1\n", + " dmdtda_ref_error *= err_dmdtda_scaling_factor\n", + " \n", + " dmdtda_comparison = f'dmdtda reference (with reduced uncertainty): {dmdtda_ref:.1f} +/- {dmdtda_ref_error:.1f} kg m-2 yr-1'\n", + "\n", + " def get_dmdtda_modelled(volume, area_ref, yr0_ref_mb=2000, yr1_ref_mb=2020):\n", + " return ((volume.loc[yr1_ref_mb].values -\n", + " volume.loc[yr0_ref_mb].values) /\n", + " area_ref /\n", + " (yr1_ref_mb - yr0_ref_mb) *\n", + " cfg.PARAMS['ice_density'])\n", + " \n", + " \n", + " # get the data of all model runs and plot it\n", + " fig, axs = plt.subplots(2, 1, figsize=(10, 6))\n", + " \n", + " for i, filesuffix in enumerate(filesuffixes):\n", + " if filesuffix == '':\n", + " label = 'OGGM default'\n", + " else:\n", + " label = filesuffix[1:]\n", + "\n", + " fl = gdir.read_pickle('model_flowlines', filesuffix=filesuffix)[0]\n", + " with xr.open_dataset(\n", + " gdir.get_filepath('model_diagnostics',\n", + " filesuffix=f'_spinup_historical{filesuffix}')) as ds:\n", + " ds_tmp = ds.load()\n", + " \n", + " # plot volume with reference\n", + " ref_year = gdir.rgi_date + 1\n", + " axs[0].plot(ds_tmp.time.values, ds_tmp.volume_m3.values,\n", + " c=f'C{i}', label=label)\n", + " axs[0].plot(ref_year, fl.volume_m3,\n", + " 'o', c=f'C{i}', label=f'ref volume {label}')\n", + " \n", + "\n", + " # plot area with reference\n", + " axs[1].plot(ds_tmp.time, ds_tmp.area_m2,\n", + " c=f'C{i}', label=label)\n", + " axs[1].plot(ref_year, area_ref,\n", + " 'o', c=f'C{i}', label='ref area')\n", + " axs[1].plot([ref_year, ref_year],\n", + " [area_ref - area_ref_error,\n", + " area_ref + area_ref_error],\n", + " c=f'C{i}')\n", + " \n", + " # add dmdtda as text\n", + " dmdtda_tmp = get_dmdtda_modelled(ds_tmp.volume_m3, area_ref)\n", + " dmdtda_comparison += (f'\\n{f\"dmdtda {label}:\":<44} {dmdtda_tmp:.1f} kg m-2 yr-1, diff. to ref.: '\n", + " f'{f\"{dmdtda_tmp - dmdtda_ref:.1f}\":>5} kg m-2 yr-1')\n", + " \n", + " axs[0].legend()\n", + " axs[0].set_ylabel('Volume [m³]')\n", + " axs[1].legend()\n", + " axs[1].set_ylabel('Area [m²]')\n", + " \n", + " print(dmdtda_comparison)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4587f2c5-cd2b-45c2-9073-f2947bbe3523", + "metadata": {}, + "outputs": [], + "source": [ + "compare_model_to_observations(gdir, ['', '_consensus', '_millan'])" + ] + }, + { + "cell_type": "markdown", + "id": "edc70c28-251e-4279-aea1-3f297db7fefa", + "metadata": {}, + "source": [ + "In all three simulations, we observe that both the area and geodetic mass balance align within the target boundaries. Nevertheless, the volume is only coincidentally matched for the consensus estimate. This discrepancy arises because the current deformation parameter was calibrated during the inversion for OGGM default initialization, which incorporates an equilibrium assumption (see [documention](https://docs.oggm.org/en/stable/inversion.html) for more information). However, when defining the glacier bed from thickness observations, it becomes possible/necessary to calibrate the deformation parameter to match the observed volume during initialization. Although there is currently no implemented function for this, the following code should provide an idea of how it can be achieved:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "648c1cd3-3f1b-4edc-bc99-ca47a006138a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# create a other flowline for this, for later comparision\n", + "tasks.init_present_time_glacier(gdir, filesuffix='_millan_adapted',\n", + " use_binned_thickness_data='millan_ice_thickness')\n", + "\n", + "def to_minimize(glen_a):\n", + " ref_volume = fls_millan[0].volume_m3\n", + " workflow.execute_entity_task(\n", + " tasks.run_dynamic_melt_f_calibration, gdirs,\n", + " init_model_fls=gdir.read_pickle('model_flowlines',\n", + " filesuffix='_millan_adapted'),\n", + " err_dmdtda_scaling_factor=0.2,\n", + " ys=1979, ye=2020,\n", + " melt_f_max=cfg.PARAMS['melt_f_max'],\n", + " kwargs_run_function={'minimise_for': 'area',\n", + " 'do_inversion': False,\n", + " 'glen_a': glen_a},\n", + " ignore_errors=True,\n", + " kwargs_fallback_function={'minimise_for': 'area',\n", + " 'do_inversion': False},\n", + " output_filesuffix='_spinup_historical_millan_adapted',\n", + " )\n", + " with xr.open_dataset(gdir.get_filepath('model_diagnostics',\n", + " filesuffix='_spinup_historical_millan_adapted')) as ds:\n", + " ds_millan_adapted = ds.load()\n", + " \n", + " return ref_volume - ds_millan_adapted.loc[{'time': gdir.rgi_date + 1}].volume_m3.values.item()\n", + "\n", + "\n", + "glen_a_millan = optimize.brentq(to_minimize, 1e-22, 1e-24, xtol=1e-25)\n", + "\n", + "# conduct the dynamic initialisation once more to be sure the right one is saved\n", + "workflow.execute_entity_task(\n", + " tasks.run_dynamic_melt_f_calibration, gdirs,\n", + " init_model_fls=gdir.read_pickle('model_flowlines', filesuffix='_millan_adapted'),\n", + " err_dmdtda_scaling_factor=0.2,\n", + " ys=1979, ye=2020,\n", + " melt_f_max=cfg.PARAMS['melt_f_max'],\n", + " kwargs_run_function={'minimise_for': 'area',\n", + " 'do_inversion': False,\n", + " 'glen_a': glen_a_millan},\n", + " ignore_errors=True,\n", + " kwargs_fallback_function={'minimise_for': 'area',\n", + " 'do_inversion': False,\n", + " 'glen_a': glen_a_millan},\n", + " output_filesuffix='_spinup_historical_millan_adapted',\n", + ")\n", + "\n", + "compare_model_to_observations(gdir, ['', '_consensus', '_millan', '_millan_adapted'])" + ] + }, + { + "cell_type": "markdown", + "id": "a1981e14-ba0f-4dd2-b710-6e5073e81a82", + "metadata": {}, + "source": [ + "Now, we achieve dynamic consistency by calibrating the Glen A factor, ensuring a match in area, geodetic mass balance **and** volume." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0da0b4a0-9943-452c-a867-0a20cdb41aac", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "glen_a_millan" + ] + }, + { + "cell_type": "markdown", + "id": "61ce009e-2a2f-424c-af2f-2ebea7f91cef", + "metadata": {}, + "source": [ + "Note that if the optimized Glen A factor falls outside expected boundaries, considering the use of a sliding factor `fs` is advisable.\n", + "\n", + "**Important**: To retain the optimized Glen A (and fs) during projections, it must be set in the glacier directory." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a6730e5e-6c37-470d-8c37-f537a6c712a1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# change glen_a in gdir for potential projection runs\n", + "gdir.add_to_diagnostics('inversion_glen_a', glen_a_millan)\n", + "# gdir.add_to_diagnostics('inversion_fs', fs_optimized)" + ] + }, + { + "cell_type": "markdown", + "id": "6aa0c479-71fd-4192-813a-a164bf1e8b96", + "metadata": {}, + "source": [ + "With this configuration, you can conduct projections as outlined in the tutorial [10 minutes to... a glacier change projection with GCM data](../10minutes/run_with_gcm.ipynb).\n", + "\n", + "If you intend to undertake a comparative study using different thickness datasets, we highly recommend creating an individual glacier directory per thickness data to ensure consistent use of the correct dynamic parameters." + ] + }, + { + "cell_type": "markdown", + "id": "bf1e40ec-0867-40d4-9db5-961b22789ab2", + "metadata": { + "tags": [] + }, + "source": [ + "## What's next?\n", + "\n", + "- Look at the more comprehensive tutorial [Dynamic spinup and dynamic melt_f calibration for past simulations](../advanced/dynamical_spinup.ipynb)\n", + "- return to the [OGGM documentation](https://docs.oggm.org)\n", + "- back to the [table of contents](../welcome.ipynb)" + ] + } + ], + "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": "3.10.6" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/master/_sources/notebooks/welcome.ipynb b/master/_sources/notebooks/welcome.ipynb index 96c4c52f..becbae75 100644 --- a/master/_sources/notebooks/welcome.ipynb +++ b/master/_sources/notebooks/welcome.ipynb @@ -54,6 +54,7 @@ "- [ingest_gridded_data_on_flowlines](advanced/ingest_gridded_data_on_flowlines.ipynb): ingest gridded products such as ice velocity into OGGM (and compare them with model output)\n", "- [merge_gcm_runs_and_visualize](advanced/merge_gcm_runs_and_visualize.ipynb): how to merge different GCM runs into one dataset, analyse them on a regional scale and visualize with HoloViz\n", "- [dynamical_spinup](advanced/dynamical_spinup.ipynb): a deeper dive into the dynamical spinup for past simulations\n", + "- [observed thickness and dynamical_spinup](advanced/observed_thickness_with_dynamic_spinup.ipynb): how to create OGGM flowlines from thickness observations and dynamically initialise the model\n", "\n", "**RGI-TOPO:**\n", "- [rgitopo_rgi6](others/rgitopo_rgi6.ipynb): RGI-TOPO for RGI v6.0\n", @@ -112,7 +113,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - 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e=Nt(this),i=ke.find(e);for(const t of i)yi.getOrCreateInstance(t,{toggle:!1}).toggle()})),Qt(yi);const wi="dropdown",Ai=".bs.dropdown",Ei=".data-api",Ci="ArrowUp",Ti="ArrowDown",Oi=`hide${Ai}`,xi=`hidden${Ai}`,ki=`show${Ai}`,Li=`shown${Ai}`,Di=`click${Ai}${Ei}`,$i=`keydown${Ai}${Ei}`,Si=`keyup${Ai}${Ei}`,Ii="show",Ni='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Pi=`${Ni}.${Ii}`,ji=".dropdown-menu",Mi=Kt()?"top-end":"top-start",Hi=Kt()?"top-start":"top-end",Wi=Kt()?"bottom-end":"bottom-start",Fi=Kt()?"bottom-start":"bottom-end",Bi=Kt()?"left-start":"right-start",zi=Kt()?"right-start":"left-start",qi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class Vi extends ye{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=ke.next(this._element,ji)[0]||ke.prev(this._element,ji)[0]||ke.findOne(ji,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return qi}static get DefaultType(){return Ri}static get NAME(){return wi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Ft(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!de.trigger(this._element,ki,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))de.on(t,"mouseover",zt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add(Ii),this._element.classList.add(Ii),de.trigger(this._element,Li,t)}}hide(){if(Ft(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!de.trigger(this._element,Oi,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))de.off(t,"mouseover",zt);this._popper&&this._popper.destroy(),this._menu.classList.remove(Ii),this._element.classList.remove(Ii),this._element.setAttribute("aria-expanded","false"),be.removeDataAttribute(this._menu,"popper"),de.trigger(this._element,xi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!Mt(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${wi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:Mt(this._config.reference)?t=Ht(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=Dt(t,this._menu,i)}_isShown(){return this._menu.classList.contains(Ii)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Bi;if(t.classList.contains("dropstart"))return zi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?Hi:Mi:e?Fi:Wi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(be.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,..."function"==typeof this._config.popperConfig?this._config.popperConfig(t):this._config.popperConfig}}_selectMenuItem({key:t,target:e}){const i=ke.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Wt(t)));i.length&&Ut(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=Vi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=ke.find(Pi);for(const i of e){const e=Vi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ci,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ni)?this:ke.prev(this,Ni)[0]||ke.next(this,Ni)[0]||ke.findOne(Ni,t.delegateTarget.parentNode),o=Vi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}de.on(document,$i,Ni,Vi.dataApiKeydownHandler),de.on(document,$i,ji,Vi.dataApiKeydownHandler),de.on(document,Di,Vi.clearMenus),de.on(document,Si,Vi.clearMenus),de.on(document,Di,Ni,(function(t){t.preventDefault(),Vi.getOrCreateInstance(this).toggle()})),Qt(Vi);const Ki=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",Qi=".sticky-top",Xi="padding-right",Yi="margin-right";class Ui{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,Xi,(e=>e+t)),this._setElementAttributes(Ki,Xi,(e=>e+t)),this._setElementAttributes(Qi,Yi,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,Xi),this._resetElementAttributes(Ki,Xi),this._resetElementAttributes(Qi,Yi)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&be.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=be.getDataAttribute(t,e);null!==i?(be.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(Mt(t))e(t);else for(const i of ke.find(t,this._element))e(i)}}const Gi="backdrop",Ji="show",Zi=`mousedown.bs.${Gi}`,tn={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},en={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class nn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return tn}static get DefaultType(){return en}static get NAME(){return Gi}show(t){if(!this._config.isVisible)return void Xt(t);this._append();const e=this._getElement();this._config.isAnimated&&qt(e),e.classList.add(Ji),this._emulateAnimation((()=>{Xt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Ji),this._emulateAnimation((()=>{this.dispose(),Xt(t)}))):Xt(t)}dispose(){this._isAppended&&(de.off(this._element,Zi),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ht(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),de.on(t,Zi,(()=>{Xt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Yt(t,this._getElement(),this._config.isAnimated)}}const sn=".bs.focustrap",on=`focusin${sn}`,rn=`keydown.tab${sn}`,an="backward",ln={autofocus:!0,trapElement:null},cn={autofocus:"boolean",trapElement:"element"};class hn extends ve{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return ln}static get DefaultType(){return cn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),de.off(document,sn),de.on(document,on,(t=>this._handleFocusin(t))),de.on(document,rn,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,de.off(document,sn))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=ke.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===an?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?an:"forward")}}const un=".bs.modal",dn=`hide${un}`,fn=`hidePrevented${un}`,pn=`hidden${un}`,gn=`show${un}`,mn=`shown${un}`,_n=`resize${un}`,bn=`click.dismiss${un}`,vn=`mousedown.dismiss${un}`,yn=`keydown.dismiss${un}`,wn=`click${un}.data-api`,An="modal-open",En="show",Cn="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},On={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class xn extends ye{constructor(t,e){super(t,e),this._dialog=ke.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new Ui,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return On}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||de.trigger(this._element,gn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(An),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(de.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(En),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){for(const t of[window,this._dialog])de.off(t,un);this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new nn({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=ke.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),qt(this._element),this._element.classList.add(En),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,de.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){de.on(this._element,yn,(t=>{if("Escape"===t.key)return this._config.keyboard?(t.preventDefault(),void this.hide()):void this._triggerBackdropTransition()})),de.on(window,_n,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),de.on(this._element,vn,(t=>{de.one(this._element,bn,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(An),this._resetAdjustments(),this._scrollBar.reset(),de.trigger(this._element,pn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(de.trigger(this._element,fn).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(Cn)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(Cn),this._queueCallback((()=>{this._element.classList.remove(Cn),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Kt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Kt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=xn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}de.on(document,wn,'[data-bs-toggle="modal"]',(function(t){const e=Pt(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),de.one(e,gn,(t=>{t.defaultPrevented||de.one(e,pn,(()=>{Wt(this)&&this.focus()}))}));const i=ke.findOne(".modal.show");i&&xn.getInstance(i).hide(),xn.getOrCreateInstance(e).toggle(this)})),we(xn),Qt(xn);const kn=".bs.offcanvas",Ln=".data-api",Dn=`load${kn}${Ln}`,$n="show",Sn="showing",In="hiding",Nn=".offcanvas.show",Pn=`show${kn}`,jn=`shown${kn}`,Mn=`hide${kn}`,Hn=`hidePrevented${kn}`,Wn=`hidden${kn}`,Fn=`resize${kn}`,Bn=`click${kn}${Ln}`,zn=`keydown.dismiss${kn}`,qn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class Vn extends ye{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return qn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||de.trigger(this._element,Pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new Ui).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Sn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add($n),this._element.classList.remove(Sn),de.trigger(this._element,jn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(de.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add(In),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove($n,In),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new Ui).reset(),de.trigger(this._element,Wn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new nn({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():de.trigger(this._element,Hn)}:null})}_initializeFocusTrap(){return new hn({trapElement:this._element})}_addEventListeners(){de.on(this._element,zn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():de.trigger(this._element,Hn))}))}static jQueryInterface(t){return this.each((function(){const e=Vn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}de.on(document,Bn,'[data-bs-toggle="offcanvas"]',(function(t){const e=Pt(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Ft(this))return;de.one(e,Wn,(()=>{Wt(this)&&this.focus()}));const i=ke.findOne(Nn);i&&i!==e&&Vn.getInstance(i).hide(),Vn.getOrCreateInstance(e).toggle(this)})),de.on(window,Dn,(()=>{for(const t of ke.find(Nn))Vn.getOrCreateInstance(t).show()})),de.on(window,Fn,(()=>{for(const t of ke.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&Vn.getOrCreateInstance(t).hide()})),we(Vn),Qt(Vn);const Kn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Qn=/^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i,Xn=/^data:(?:image\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\/(?:mpeg|mp4|ogg|webm)|audio\/(?:mp3|oga|ogg|opus));base64,[\d+/a-z]+=*$/i,Yn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Kn.has(i)||Boolean(Qn.test(t.nodeValue)||Xn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Un={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Gn={allowList:Un,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Jn={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Zn={entry:"(string|element|function|null)",selector:"(string|element)"};class ts extends ve{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Gn}static get DefaultType(){return Jn}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Zn)}_setContent(t,e,i){const n=ke.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?Mt(e)?this._putElementInTemplate(Ht(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Yn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return"function"==typeof t?t(this):t}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const es=new Set(["sanitize","allowList","sanitizeFn"]),is="fade",ns="show",ss=".modal",os="hide.bs.modal",rs="hover",as="focus",ls={AUTO:"auto",TOP:"top",RIGHT:Kt()?"left":"right",BOTTOM:"bottom",LEFT:Kt()?"right":"left"},cs={allowList:Un,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,0],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},hs={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class us extends ye{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return cs}static get DefaultType(){return hs}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),de.off(this._element.closest(ss),os,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=de.trigger(this._element,this.constructor.eventName("show")),e=(Bt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),de.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(ns),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))de.on(t,"mouseover",zt);this._queueCallback((()=>{de.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!de.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(ns),"ontouchstart"in document.documentElement)for(const t 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e=this._getActiveElem(),i=e?de.trigger(e,xs,{relatedTarget:t}):null;de.trigger(t,Ls,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Hs),this._activate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),de.trigger(t,Ds,{relatedTarget:e})):t.classList.add(Fs)}),t,t.classList.contains(Ws)))}_deactivate(t,e){t&&(t.classList.remove(Hs),t.blur(),this._deactivate(Pt(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),de.trigger(t,ks,{relatedTarget:e})):t.classList.remove(Fs)}),t,t.classList.contains(Ws)))}_keydown(t){if(![Ns,Ps,js,Ms].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=[Ps,Ms].includes(t.key),i=Ut(this._getChildren().filter((t=>!Ft(t))),t.target,e,!0);i&&(i.focus({preventScroll:!0}),Vs.getOrCreateInstance(i).show())}_getChildren(){return ke.find(qs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=Pt(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`#${t.id}`))}_toggleDropDown(t,e){const 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t.classList.contains(ui)}_configAfterMerge(t){return t.toggle=Boolean(t.toggle),t.parent=Ft(t.parent),t}_getDimension(){return this._element.classList.contains("collapse-horizontal")?"width":"height"}_initializeChildren(){if(!this._config.parent)return;const t=this._getFirstLevelChildren(gi);for(const e of t){const t=ye.getElementFromSelector(e);t&&this._addAriaAndCollapsedClass([e],this._isShown(t))}}_getFirstLevelChildren(t){const e=ye.find(mi,this._config.parent);return ye.find(t,this._config.parent).filter((t=>!e.includes(t)))}_addAriaAndCollapsedClass(t,e){if(t.length)for(const i of t)i.classList.toggle("collapsed",!e),i.setAttribute("aria-expanded",e)}static jQueryInterface(t){const e={};return"string"==typeof t&&/show|hide/.test(t)&&(e.toggle=!1),this.each((function(){const i=vi.getOrCreateInstance(this,e);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named 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yi="dropdown",wi=".bs.dropdown",Ei=".data-api",Ai="ArrowUp",Ti="ArrowDown",Ci=`hide${wi}`,Oi=`hidden${wi}`,xi=`show${wi}`,ki=`shown${wi}`,Li=`click${wi}${Ei}`,Si=`keydown${wi}${Ei}`,Di=`keyup${wi}${Ei}`,$i="show",Ii='[data-bs-toggle="dropdown"]:not(.disabled):not(:disabled)',Ni=`${Ii}.${$i}`,Pi=".dropdown-menu",Mi=Yt()?"top-end":"top-start",ji=Yt()?"top-start":"top-end",Fi=Yt()?"bottom-end":"bottom-start",Hi=Yt()?"bottom-start":"bottom-end",Bi=Yt()?"left-start":"right-start",Wi=Yt()?"right-start":"left-start",zi={autoClose:!0,boundary:"clippingParents",display:"dynamic",offset:[0,2],popperConfig:null,reference:"toggle"},Ri={autoClose:"(boolean|string)",boundary:"(string|element)",display:"string",offset:"(array|string|function)",popperConfig:"(null|object|function)",reference:"(string|element|object)"};class qi extends be{constructor(t,e){super(t,e),this._popper=null,this._parent=this._element.parentNode,this._menu=ye.next(this._element,Pi)[0]||ye.prev(this._element,Pi)[0]||ye.findOne(Pi,this._parent),this._inNavbar=this._detectNavbar()}static get Default(){return zi}static get DefaultType(){return Ri}static get NAME(){return yi}toggle(){return this._isShown()?this.hide():this.show()}show(){if(Bt(this._element)||this._isShown())return;const t={relatedTarget:this._element};if(!ue.trigger(this._element,xi,t).defaultPrevented){if(this._createPopper(),"ontouchstart"in document.documentElement&&!this._parent.closest(".navbar-nav"))for(const t of[].concat(...document.body.children))ue.on(t,"mouseover",zt);this._element.focus(),this._element.setAttribute("aria-expanded",!0),this._menu.classList.add($i),this._element.classList.add($i),ue.trigger(this._element,ki,t)}}hide(){if(Bt(this._element)||!this._isShown())return;const t={relatedTarget:this._element};this._completeHide(t)}dispose(){this._popper&&this._popper.destroy(),super.dispose()}update(){this._inNavbar=this._detectNavbar(),this._popper&&this._popper.update()}_completeHide(t){if(!ue.trigger(this._element,Ci,t).defaultPrevented){if("ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.off(t,"mouseover",zt);this._popper&&this._popper.destroy(),this._menu.classList.remove($i),this._element.classList.remove($i),this._element.setAttribute("aria-expanded","false"),ge.removeDataAttribute(this._menu,"popper"),ue.trigger(this._element,Oi,t)}}_getConfig(t){if("object"==typeof(t=super._getConfig(t)).reference&&!jt(t.reference)&&"function"!=typeof t.reference.getBoundingClientRect)throw new TypeError(`${yi.toUpperCase()}: Option "reference" provided type "object" without a required "getBoundingClientRect" method.`);return t}_createPopper(){if(void 0===e)throw new TypeError("Bootstrap's dropdowns require Popper (https://popper.js.org)");let t=this._element;"parent"===this._config.reference?t=this._parent:jt(this._config.reference)?t=Ft(this._config.reference):"object"==typeof this._config.reference&&(t=this._config.reference);const i=this._getPopperConfig();this._popper=St(t,this._menu,i)}_isShown(){return this._menu.classList.contains($i)}_getPlacement(){const t=this._parent;if(t.classList.contains("dropend"))return Bi;if(t.classList.contains("dropstart"))return Wi;if(t.classList.contains("dropup-center"))return"top";if(t.classList.contains("dropdown-center"))return"bottom";const e="end"===getComputedStyle(this._menu).getPropertyValue("--bs-position").trim();return t.classList.contains("dropup")?e?ji:Mi:e?Hi:Fi}_detectNavbar(){return null!==this._element.closest(".navbar")}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_getPopperConfig(){const t={placement:this._getPlacement(),modifiers:[{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"offset",options:{offset:this._getOffset()}}]};return(this._inNavbar||"static"===this._config.display)&&(ge.setDataAttribute(this._menu,"popper","static"),t.modifiers=[{name:"applyStyles",enabled:!1}]),{...t,...Qt(this._config.popperConfig,[t])}}_selectMenuItem({key:t,target:e}){const i=ye.find(".dropdown-menu .dropdown-item:not(.disabled):not(:disabled)",this._menu).filter((t=>Ht(t)));i.length&&Ut(i,e,t===Ti,!i.includes(e)).focus()}static jQueryInterface(t){return this.each((function(){const e=qi.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}static clearMenus(t){if(2===t.button||"keyup"===t.type&&"Tab"!==t.key)return;const e=ye.find(Ni);for(const i of e){const e=qi.getInstance(i);if(!e||!1===e._config.autoClose)continue;const n=t.composedPath(),s=n.includes(e._menu);if(n.includes(e._element)||"inside"===e._config.autoClose&&!s||"outside"===e._config.autoClose&&s)continue;if(e._menu.contains(t.target)&&("keyup"===t.type&&"Tab"===t.key||/input|select|option|textarea|form/i.test(t.target.tagName)))continue;const o={relatedTarget:e._element};"click"===t.type&&(o.clickEvent=t),e._completeHide(o)}}static dataApiKeydownHandler(t){const e=/input|textarea/i.test(t.target.tagName),i="Escape"===t.key,n=[Ai,Ti].includes(t.key);if(!n&&!i)return;if(e&&!i)return;t.preventDefault();const s=this.matches(Ii)?this:ye.prev(this,Ii)[0]||ye.next(this,Ii)[0]||ye.findOne(Ii,t.delegateTarget.parentNode),o=qi.getOrCreateInstance(s);if(n)return t.stopPropagation(),o.show(),void o._selectMenuItem(t);o._isShown()&&(t.stopPropagation(),o.hide(),s.focus())}}ue.on(document,Si,Ii,qi.dataApiKeydownHandler),ue.on(document,Si,Pi,qi.dataApiKeydownHandler),ue.on(document,Li,qi.clearMenus),ue.on(document,Di,qi.clearMenus),ue.on(document,Li,Ii,(function(t){t.preventDefault(),qi.getOrCreateInstance(this).toggle()})),Kt(qi);const Vi="backdrop",Yi="show",Ki=`mousedown.bs.${Vi}`,Qi={className:"modal-backdrop",clickCallback:null,isAnimated:!1,isVisible:!0,rootElement:"body"},Xi={className:"string",clickCallback:"(function|null)",isAnimated:"boolean",isVisible:"boolean",rootElement:"(element|string)"};class Ui extends _e{constructor(t){super(),this._config=this._getConfig(t),this._isAppended=!1,this._element=null}static get Default(){return Qi}static get DefaultType(){return Xi}static get NAME(){return Vi}show(t){if(!this._config.isVisible)return void Qt(t);this._append();const e=this._getElement();this._config.isAnimated&&Rt(e),e.classList.add(Yi),this._emulateAnimation((()=>{Qt(t)}))}hide(t){this._config.isVisible?(this._getElement().classList.remove(Yi),this._emulateAnimation((()=>{this.dispose(),Qt(t)}))):Qt(t)}dispose(){this._isAppended&&(ue.off(this._element,Ki),this._element.remove(),this._isAppended=!1)}_getElement(){if(!this._element){const t=document.createElement("div");t.className=this._config.className,this._config.isAnimated&&t.classList.add("fade"),this._element=t}return this._element}_configAfterMerge(t){return t.rootElement=Ft(t.rootElement),t}_append(){if(this._isAppended)return;const t=this._getElement();this._config.rootElement.append(t),ue.on(t,Ki,(()=>{Qt(this._config.clickCallback)})),this._isAppended=!0}_emulateAnimation(t){Xt(t,this._getElement(),this._config.isAnimated)}}const Gi=".bs.focustrap",Ji=`focusin${Gi}`,Zi=`keydown.tab${Gi}`,tn="backward",en={autofocus:!0,trapElement:null},nn={autofocus:"boolean",trapElement:"element"};class sn extends _e{constructor(t){super(),this._config=this._getConfig(t),this._isActive=!1,this._lastTabNavDirection=null}static get Default(){return en}static get DefaultType(){return nn}static get NAME(){return"focustrap"}activate(){this._isActive||(this._config.autofocus&&this._config.trapElement.focus(),ue.off(document,Gi),ue.on(document,Ji,(t=>this._handleFocusin(t))),ue.on(document,Zi,(t=>this._handleKeydown(t))),this._isActive=!0)}deactivate(){this._isActive&&(this._isActive=!1,ue.off(document,Gi))}_handleFocusin(t){const{trapElement:e}=this._config;if(t.target===document||t.target===e||e.contains(t.target))return;const i=ye.focusableChildren(e);0===i.length?e.focus():this._lastTabNavDirection===tn?i[i.length-1].focus():i[0].focus()}_handleKeydown(t){"Tab"===t.key&&(this._lastTabNavDirection=t.shiftKey?tn:"forward")}}const on=".fixed-top, .fixed-bottom, .is-fixed, .sticky-top",rn=".sticky-top",an="padding-right",ln="margin-right";class cn{constructor(){this._element=document.body}getWidth(){const t=document.documentElement.clientWidth;return Math.abs(window.innerWidth-t)}hide(){const t=this.getWidth();this._disableOverFlow(),this._setElementAttributes(this._element,an,(e=>e+t)),this._setElementAttributes(on,an,(e=>e+t)),this._setElementAttributes(rn,ln,(e=>e-t))}reset(){this._resetElementAttributes(this._element,"overflow"),this._resetElementAttributes(this._element,an),this._resetElementAttributes(on,an),this._resetElementAttributes(rn,ln)}isOverflowing(){return this.getWidth()>0}_disableOverFlow(){this._saveInitialAttribute(this._element,"overflow"),this._element.style.overflow="hidden"}_setElementAttributes(t,e,i){const n=this.getWidth();this._applyManipulationCallback(t,(t=>{if(t!==this._element&&window.innerWidth>t.clientWidth+n)return;this._saveInitialAttribute(t,e);const s=window.getComputedStyle(t).getPropertyValue(e);t.style.setProperty(e,`${i(Number.parseFloat(s))}px`)}))}_saveInitialAttribute(t,e){const i=t.style.getPropertyValue(e);i&&ge.setDataAttribute(t,e,i)}_resetElementAttributes(t,e){this._applyManipulationCallback(t,(t=>{const i=ge.getDataAttribute(t,e);null!==i?(ge.removeDataAttribute(t,e),t.style.setProperty(e,i)):t.style.removeProperty(e)}))}_applyManipulationCallback(t,e){if(jt(t))e(t);else for(const i of ye.find(t,this._element))e(i)}}const hn=".bs.modal",dn=`hide${hn}`,un=`hidePrevented${hn}`,fn=`hidden${hn}`,pn=`show${hn}`,mn=`shown${hn}`,gn=`resize${hn}`,_n=`click.dismiss${hn}`,bn=`mousedown.dismiss${hn}`,vn=`keydown.dismiss${hn}`,yn=`click${hn}.data-api`,wn="modal-open",En="show",An="modal-static",Tn={backdrop:!0,focus:!0,keyboard:!0},Cn={backdrop:"(boolean|string)",focus:"boolean",keyboard:"boolean"};class On extends be{constructor(t,e){super(t,e),this._dialog=ye.findOne(".modal-dialog",this._element),this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._isShown=!1,this._isTransitioning=!1,this._scrollBar=new cn,this._addEventListeners()}static get Default(){return Tn}static get DefaultType(){return Cn}static get NAME(){return"modal"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||this._isTransitioning||ue.trigger(this._element,pn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._isTransitioning=!0,this._scrollBar.hide(),document.body.classList.add(wn),this._adjustDialog(),this._backdrop.show((()=>this._showElement(t))))}hide(){this._isShown&&!this._isTransitioning&&(ue.trigger(this._element,dn).defaultPrevented||(this._isShown=!1,this._isTransitioning=!0,this._focustrap.deactivate(),this._element.classList.remove(En),this._queueCallback((()=>this._hideModal()),this._element,this._isAnimated())))}dispose(){ue.off(window,hn),ue.off(this._dialog,hn),this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}handleUpdate(){this._adjustDialog()}_initializeBackDrop(){return new Ui({isVisible:Boolean(this._config.backdrop),isAnimated:this._isAnimated()})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_showElement(t){document.body.contains(this._element)||document.body.append(this._element),this._element.style.display="block",this._element.removeAttribute("aria-hidden"),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.scrollTop=0;const e=ye.findOne(".modal-body",this._dialog);e&&(e.scrollTop=0),Rt(this._element),this._element.classList.add(En),this._queueCallback((()=>{this._config.focus&&this._focustrap.activate(),this._isTransitioning=!1,ue.trigger(this._element,mn,{relatedTarget:t})}),this._dialog,this._isAnimated())}_addEventListeners(){ue.on(this._element,vn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():this._triggerBackdropTransition())})),ue.on(window,gn,(()=>{this._isShown&&!this._isTransitioning&&this._adjustDialog()})),ue.on(this._element,bn,(t=>{ue.one(this._element,_n,(e=>{this._element===t.target&&this._element===e.target&&("static"!==this._config.backdrop?this._config.backdrop&&this.hide():this._triggerBackdropTransition())}))}))}_hideModal(){this._element.style.display="none",this._element.setAttribute("aria-hidden",!0),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._isTransitioning=!1,this._backdrop.hide((()=>{document.body.classList.remove(wn),this._resetAdjustments(),this._scrollBar.reset(),ue.trigger(this._element,fn)}))}_isAnimated(){return this._element.classList.contains("fade")}_triggerBackdropTransition(){if(ue.trigger(this._element,un).defaultPrevented)return;const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._element.style.overflowY;"hidden"===e||this._element.classList.contains(An)||(t||(this._element.style.overflowY="hidden"),this._element.classList.add(An),this._queueCallback((()=>{this._element.classList.remove(An),this._queueCallback((()=>{this._element.style.overflowY=e}),this._dialog)}),this._dialog),this._element.focus())}_adjustDialog(){const t=this._element.scrollHeight>document.documentElement.clientHeight,e=this._scrollBar.getWidth(),i=e>0;if(i&&!t){const t=Yt()?"paddingLeft":"paddingRight";this._element.style[t]=`${e}px`}if(!i&&t){const t=Yt()?"paddingRight":"paddingLeft";this._element.style[t]=`${e}px`}}_resetAdjustments(){this._element.style.paddingLeft="",this._element.style.paddingRight=""}static jQueryInterface(t,e){return this.each((function(){const i=On.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===i[t])throw new TypeError(`No method named "${t}"`);i[t](e)}}))}}ue.on(document,yn,'[data-bs-toggle="modal"]',(function(t){const e=ye.getElementFromSelector(this);["A","AREA"].includes(this.tagName)&&t.preventDefault(),ue.one(e,pn,(t=>{t.defaultPrevented||ue.one(e,fn,(()=>{Ht(this)&&this.focus()}))}));const i=ye.findOne(".modal.show");i&&On.getInstance(i).hide(),On.getOrCreateInstance(e).toggle(this)})),we(On),Kt(On);const xn=".bs.offcanvas",kn=".data-api",Ln=`load${xn}${kn}`,Sn="show",Dn="showing",$n="hiding",In=".offcanvas.show",Nn=`show${xn}`,Pn=`shown${xn}`,Mn=`hide${xn}`,jn=`hidePrevented${xn}`,Fn=`hidden${xn}`,Hn=`resize${xn}`,Bn=`click${xn}${kn}`,Wn=`keydown.dismiss${xn}`,zn={backdrop:!0,keyboard:!0,scroll:!1},Rn={backdrop:"(boolean|string)",keyboard:"boolean",scroll:"boolean"};class qn extends be{constructor(t,e){super(t,e),this._isShown=!1,this._backdrop=this._initializeBackDrop(),this._focustrap=this._initializeFocusTrap(),this._addEventListeners()}static get Default(){return zn}static get DefaultType(){return Rn}static get NAME(){return"offcanvas"}toggle(t){return this._isShown?this.hide():this.show(t)}show(t){this._isShown||ue.trigger(this._element,Nn,{relatedTarget:t}).defaultPrevented||(this._isShown=!0,this._backdrop.show(),this._config.scroll||(new cn).hide(),this._element.setAttribute("aria-modal",!0),this._element.setAttribute("role","dialog"),this._element.classList.add(Dn),this._queueCallback((()=>{this._config.scroll&&!this._config.backdrop||this._focustrap.activate(),this._element.classList.add(Sn),this._element.classList.remove(Dn),ue.trigger(this._element,Pn,{relatedTarget:t})}),this._element,!0))}hide(){this._isShown&&(ue.trigger(this._element,Mn).defaultPrevented||(this._focustrap.deactivate(),this._element.blur(),this._isShown=!1,this._element.classList.add($n),this._backdrop.hide(),this._queueCallback((()=>{this._element.classList.remove(Sn,$n),this._element.removeAttribute("aria-modal"),this._element.removeAttribute("role"),this._config.scroll||(new cn).reset(),ue.trigger(this._element,Fn)}),this._element,!0)))}dispose(){this._backdrop.dispose(),this._focustrap.deactivate(),super.dispose()}_initializeBackDrop(){const t=Boolean(this._config.backdrop);return new Ui({className:"offcanvas-backdrop",isVisible:t,isAnimated:!0,rootElement:this._element.parentNode,clickCallback:t?()=>{"static"!==this._config.backdrop?this.hide():ue.trigger(this._element,jn)}:null})}_initializeFocusTrap(){return new sn({trapElement:this._element})}_addEventListeners(){ue.on(this._element,Wn,(t=>{"Escape"===t.key&&(this._config.keyboard?this.hide():ue.trigger(this._element,jn))}))}static jQueryInterface(t){return this.each((function(){const e=qn.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}ue.on(document,Bn,'[data-bs-toggle="offcanvas"]',(function(t){const e=ye.getElementFromSelector(this);if(["A","AREA"].includes(this.tagName)&&t.preventDefault(),Bt(this))return;ue.one(e,Fn,(()=>{Ht(this)&&this.focus()}));const i=ye.findOne(In);i&&i!==e&&qn.getInstance(i).hide(),qn.getOrCreateInstance(e).toggle(this)})),ue.on(window,Ln,(()=>{for(const t of ye.find(In))qn.getOrCreateInstance(t).show()})),ue.on(window,Hn,(()=>{for(const t of ye.find("[aria-modal][class*=show][class*=offcanvas-]"))"fixed"!==getComputedStyle(t).position&&qn.getOrCreateInstance(t).hide()})),we(qn),Kt(qn);const Vn={"*":["class","dir","id","lang","role",/^aria-[\w-]*$/i],a:["target","href","title","rel"],area:[],b:[],br:[],col:[],code:[],div:[],em:[],hr:[],h1:[],h2:[],h3:[],h4:[],h5:[],h6:[],i:[],img:["src","srcset","alt","title","width","height"],li:[],ol:[],p:[],pre:[],s:[],small:[],span:[],sub:[],sup:[],strong:[],u:[],ul:[]},Yn=new Set(["background","cite","href","itemtype","longdesc","poster","src","xlink:href"]),Kn=/^(?!javascript:)(?:[a-z0-9+.-]+:|[^&:/?#]*(?:[/?#]|$))/i,Qn=(t,e)=>{const i=t.nodeName.toLowerCase();return e.includes(i)?!Yn.has(i)||Boolean(Kn.test(t.nodeValue)):e.filter((t=>t instanceof RegExp)).some((t=>t.test(i)))},Xn={allowList:Vn,content:{},extraClass:"",html:!1,sanitize:!0,sanitizeFn:null,template:"
"},Un={allowList:"object",content:"object",extraClass:"(string|function)",html:"boolean",sanitize:"boolean",sanitizeFn:"(null|function)",template:"string"},Gn={entry:"(string|element|function|null)",selector:"(string|element)"};class Jn extends _e{constructor(t){super(),this._config=this._getConfig(t)}static get Default(){return Xn}static get DefaultType(){return Un}static get NAME(){return"TemplateFactory"}getContent(){return Object.values(this._config.content).map((t=>this._resolvePossibleFunction(t))).filter(Boolean)}hasContent(){return this.getContent().length>0}changeContent(t){return this._checkContent(t),this._config.content={...this._config.content,...t},this}toHtml(){const t=document.createElement("div");t.innerHTML=this._maybeSanitize(this._config.template);for(const[e,i]of Object.entries(this._config.content))this._setContent(t,i,e);const e=t.children[0],i=this._resolvePossibleFunction(this._config.extraClass);return i&&e.classList.add(...i.split(" ")),e}_typeCheckConfig(t){super._typeCheckConfig(t),this._checkContent(t.content)}_checkContent(t){for(const[e,i]of Object.entries(t))super._typeCheckConfig({selector:e,entry:i},Gn)}_setContent(t,e,i){const n=ye.findOne(i,t);n&&((e=this._resolvePossibleFunction(e))?jt(e)?this._putElementInTemplate(Ft(e),n):this._config.html?n.innerHTML=this._maybeSanitize(e):n.textContent=e:n.remove())}_maybeSanitize(t){return this._config.sanitize?function(t,e,i){if(!t.length)return t;if(i&&"function"==typeof i)return i(t);const n=(new window.DOMParser).parseFromString(t,"text/html"),s=[].concat(...n.body.querySelectorAll("*"));for(const t of s){const i=t.nodeName.toLowerCase();if(!Object.keys(e).includes(i)){t.remove();continue}const n=[].concat(...t.attributes),s=[].concat(e["*"]||[],e[i]||[]);for(const e of n)Qn(e,s)||t.removeAttribute(e.nodeName)}return n.body.innerHTML}(t,this._config.allowList,this._config.sanitizeFn):t}_resolvePossibleFunction(t){return Qt(t,[this])}_putElementInTemplate(t,e){if(this._config.html)return e.innerHTML="",void e.append(t);e.textContent=t.textContent}}const Zn=new Set(["sanitize","allowList","sanitizeFn"]),ts="fade",es="show",is=".modal",ns="hide.bs.modal",ss="hover",os="focus",rs={AUTO:"auto",TOP:"top",RIGHT:Yt()?"left":"right",BOTTOM:"bottom",LEFT:Yt()?"right":"left"},as={allowList:Vn,animation:!0,boundary:"clippingParents",container:!1,customClass:"",delay:0,fallbackPlacements:["top","right","bottom","left"],html:!1,offset:[0,6],placement:"top",popperConfig:null,sanitize:!0,sanitizeFn:null,selector:!1,template:'',title:"",trigger:"hover focus"},ls={allowList:"object",animation:"boolean",boundary:"(string|element)",container:"(string|element|boolean)",customClass:"(string|function)",delay:"(number|object)",fallbackPlacements:"array",html:"boolean",offset:"(array|string|function)",placement:"(string|function)",popperConfig:"(null|object|function)",sanitize:"boolean",sanitizeFn:"(null|function)",selector:"(string|boolean)",template:"string",title:"(string|element|function)",trigger:"string"};class cs extends be{constructor(t,i){if(void 0===e)throw new TypeError("Bootstrap's tooltips require Popper (https://popper.js.org)");super(t,i),this._isEnabled=!0,this._timeout=0,this._isHovered=null,this._activeTrigger={},this._popper=null,this._templateFactory=null,this._newContent=null,this.tip=null,this._setListeners(),this._config.selector||this._fixTitle()}static get Default(){return as}static get DefaultType(){return ls}static get NAME(){return"tooltip"}enable(){this._isEnabled=!0}disable(){this._isEnabled=!1}toggleEnabled(){this._isEnabled=!this._isEnabled}toggle(){this._isEnabled&&(this._activeTrigger.click=!this._activeTrigger.click,this._isShown()?this._leave():this._enter())}dispose(){clearTimeout(this._timeout),ue.off(this._element.closest(is),ns,this._hideModalHandler),this._element.getAttribute("data-bs-original-title")&&this._element.setAttribute("title",this._element.getAttribute("data-bs-original-title")),this._disposePopper(),super.dispose()}show(){if("none"===this._element.style.display)throw new Error("Please use show on visible elements");if(!this._isWithContent()||!this._isEnabled)return;const t=ue.trigger(this._element,this.constructor.eventName("show")),e=(Wt(this._element)||this._element.ownerDocument.documentElement).contains(this._element);if(t.defaultPrevented||!e)return;this._disposePopper();const i=this._getTipElement();this._element.setAttribute("aria-describedby",i.getAttribute("id"));const{container:n}=this._config;if(this._element.ownerDocument.documentElement.contains(this.tip)||(n.append(i),ue.trigger(this._element,this.constructor.eventName("inserted"))),this._popper=this._createPopper(i),i.classList.add(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.on(t,"mouseover",zt);this._queueCallback((()=>{ue.trigger(this._element,this.constructor.eventName("shown")),!1===this._isHovered&&this._leave(),this._isHovered=!1}),this.tip,this._isAnimated())}hide(){if(this._isShown()&&!ue.trigger(this._element,this.constructor.eventName("hide")).defaultPrevented){if(this._getTipElement().classList.remove(es),"ontouchstart"in document.documentElement)for(const t of[].concat(...document.body.children))ue.off(t,"mouseover",zt);this._activeTrigger.click=!1,this._activeTrigger[os]=!1,this._activeTrigger[ss]=!1,this._isHovered=null,this._queueCallback((()=>{this._isWithActiveTrigger()||(this._isHovered||this._disposePopper(),this._element.removeAttribute("aria-describedby"),ue.trigger(this._element,this.constructor.eventName("hidden")))}),this.tip,this._isAnimated())}}update(){this._popper&&this._popper.update()}_isWithContent(){return Boolean(this._getTitle())}_getTipElement(){return this.tip||(this.tip=this._createTipElement(this._newContent||this._getContentForTemplate())),this.tip}_createTipElement(t){const e=this._getTemplateFactory(t).toHtml();if(!e)return null;e.classList.remove(ts,es),e.classList.add(`bs-${this.constructor.NAME}-auto`);const i=(t=>{do{t+=Math.floor(1e6*Math.random())}while(document.getElementById(t));return t})(this.constructor.NAME).toString();return e.setAttribute("id",i),this._isAnimated()&&e.classList.add(ts),e}setContent(t){this._newContent=t,this._isShown()&&(this._disposePopper(),this.show())}_getTemplateFactory(t){return this._templateFactory?this._templateFactory.changeContent(t):this._templateFactory=new Jn({...this._config,content:t,extraClass:this._resolvePossibleFunction(this._config.customClass)}),this._templateFactory}_getContentForTemplate(){return{".tooltip-inner":this._getTitle()}}_getTitle(){return this._resolvePossibleFunction(this._config.title)||this._element.getAttribute("data-bs-original-title")}_initializeOnDelegatedTarget(t){return this.constructor.getOrCreateInstance(t.delegateTarget,this._getDelegateConfig())}_isAnimated(){return this._config.animation||this.tip&&this.tip.classList.contains(ts)}_isShown(){return this.tip&&this.tip.classList.contains(es)}_createPopper(t){const e=Qt(this._config.placement,[this,t,this._element]),i=rs[e.toUpperCase()];return St(this._element,t,this._getPopperConfig(i))}_getOffset(){const{offset:t}=this._config;return"string"==typeof t?t.split(",").map((t=>Number.parseInt(t,10))):"function"==typeof t?e=>t(e,this._element):t}_resolvePossibleFunction(t){return Qt(t,[this._element])}_getPopperConfig(t){const e={placement:t,modifiers:[{name:"flip",options:{fallbackPlacements:this._config.fallbackPlacements}},{name:"offset",options:{offset:this._getOffset()}},{name:"preventOverflow",options:{boundary:this._config.boundary}},{name:"arrow",options:{element:`.${this.constructor.NAME}-arrow`}},{name:"preSetPlacement",enabled:!0,phase:"beforeMain",fn:t=>{this._getTipElement().setAttribute("data-popper-placement",t.state.placement)}}]};return{...e,...Qt(this._config.popperConfig,[e])}}_setListeners(){const t=this._config.trigger.split(" ");for(const e of t)if("click"===e)ue.on(this._element,this.constructor.eventName("click"),this._config.selector,(t=>{this._initializeOnDelegatedTarget(t).toggle()}));else if("manual"!==e){const t=e===ss?this.constructor.eventName("mouseenter"):this.constructor.eventName("focusin"),i=e===ss?this.constructor.eventName("mouseleave"):this.constructor.eventName("focusout");ue.on(this._element,t,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusin"===t.type?os:ss]=!0,e._enter()})),ue.on(this._element,i,this._config.selector,(t=>{const e=this._initializeOnDelegatedTarget(t);e._activeTrigger["focusout"===t.type?os:ss]=e._element.contains(t.relatedTarget),e._leave()}))}this._hideModalHandler=()=>{this._element&&this.hide()},ue.on(this._element.closest(is),ns,this._hideModalHandler)}_fixTitle(){const t=this._element.getAttribute("title");t&&(this._element.getAttribute("aria-label")||this._element.textContent.trim()||this._element.setAttribute("aria-label",t),this._element.setAttribute("data-bs-original-title",t),this._element.removeAttribute("title"))}_enter(){this._isShown()||this._isHovered?this._isHovered=!0:(this._isHovered=!0,this._setTimeout((()=>{this._isHovered&&this.show()}),this._config.delay.show))}_leave(){this._isWithActiveTrigger()||(this._isHovered=!1,this._setTimeout((()=>{this._isHovered||this.hide()}),this._config.delay.hide))}_setTimeout(t,e){clearTimeout(this._timeout),this._timeout=setTimeout(t,e)}_isWithActiveTrigger(){return Object.values(this._activeTrigger).includes(!0)}_getConfig(t){const e=ge.getDataAttributes(this._element);for(const t of Object.keys(e))Zn.has(t)&&delete e[t];return t={...e,..."object"==typeof t&&t?t:{}},t=this._mergeConfigObj(t),t=this._configAfterMerge(t),this._typeCheckConfig(t),t}_configAfterMerge(t){return t.container=!1===t.container?document.body:Ft(t.container),"number"==typeof t.delay&&(t.delay={show:t.delay,hide:t.delay}),"number"==typeof t.title&&(t.title=t.title.toString()),"number"==typeof t.content&&(t.content=t.content.toString()),t}_getDelegateConfig(){const t={};for(const[e,i]of Object.entries(this._config))this.constructor.Default[e]!==i&&(t[e]=i);return t.selector=!1,t.trigger="manual",t}_disposePopper(){this._popper&&(this._popper.destroy(),this._popper=null),this.tip&&(this.tip.remove(),this.tip=null)}static jQueryInterface(t){return this.each((function(){const e=cs.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Kt(cs);const hs={...cs.Default,content:"",offset:[0,8],placement:"right",template:'',trigger:"click"},ds={...cs.DefaultType,content:"(null|string|element|function)"};class us extends cs{static get Default(){return hs}static get DefaultType(){return ds}static get NAME(){return"popover"}_isWithContent(){return this._getTitle()||this._getContent()}_getContentForTemplate(){return{".popover-header":this._getTitle(),".popover-body":this._getContent()}}_getContent(){return this._resolvePossibleFunction(this._config.content)}static jQueryInterface(t){return this.each((function(){const e=us.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t]()}}))}}Kt(us);const fs=".bs.scrollspy",ps=`activate${fs}`,ms=`click${fs}`,gs=`load${fs}.data-api`,_s="active",bs="[href]",vs=".nav-link",ys=`${vs}, .nav-item > ${vs}, .list-group-item`,ws={offset:null,rootMargin:"0px 0px -25%",smoothScroll:!1,target:null,threshold:[.1,.5,1]},Es={offset:"(number|null)",rootMargin:"string",smoothScroll:"boolean",target:"element",threshold:"array"};class As extends be{constructor(t,e){super(t,e),this._targetLinks=new Map,this._observableSections=new Map,this._rootElement="visible"===getComputedStyle(this._element).overflowY?null:this._element,this._activeTarget=null,this._observer=null,this._previousScrollData={visibleEntryTop:0,parentScrollTop:0},this.refresh()}static get Default(){return ws}static get DefaultType(){return Es}static get NAME(){return"scrollspy"}refresh(){this._initializeTargetsAndObservables(),this._maybeEnableSmoothScroll(),this._observer?this._observer.disconnect():this._observer=this._getNewObserver();for(const t of this._observableSections.values())this._observer.observe(t)}dispose(){this._observer.disconnect(),super.dispose()}_configAfterMerge(t){return t.target=Ft(t.target)||document.body,t.rootMargin=t.offset?`${t.offset}px 0px -30%`:t.rootMargin,"string"==typeof t.threshold&&(t.threshold=t.threshold.split(",").map((t=>Number.parseFloat(t)))),t}_maybeEnableSmoothScroll(){this._config.smoothScroll&&(ue.off(this._config.target,ms),ue.on(this._config.target,ms,bs,(t=>{const e=this._observableSections.get(t.target.hash);if(e){t.preventDefault();const i=this._rootElement||window,n=e.offsetTop-this._element.offsetTop;if(i.scrollTo)return void i.scrollTo({top:n,behavior:"smooth"});i.scrollTop=n}})))}_getNewObserver(){const t={root:this._rootElement,threshold:this._config.threshold,rootMargin:this._config.rootMargin};return new IntersectionObserver((t=>this._observerCallback(t)),t)}_observerCallback(t){const e=t=>this._targetLinks.get(`#${t.target.id}`),i=t=>{this._previousScrollData.visibleEntryTop=t.target.offsetTop,this._process(e(t))},n=(this._rootElement||document.documentElement).scrollTop,s=n>=this._previousScrollData.parentScrollTop;this._previousScrollData.parentScrollTop=n;for(const o of t){if(!o.isIntersecting){this._activeTarget=null,this._clearActiveClass(e(o));continue}const t=o.target.offsetTop>=this._previousScrollData.visibleEntryTop;if(s&&t){if(i(o),!n)return}else s||t||i(o)}}_initializeTargetsAndObservables(){this._targetLinks=new Map,this._observableSections=new Map;const t=ye.find(bs,this._config.target);for(const e of t){if(!e.hash||Bt(e))continue;const t=ye.findOne(decodeURI(e.hash),this._element);Ht(t)&&(this._targetLinks.set(decodeURI(e.hash),e),this._observableSections.set(e.hash,t))}}_process(t){this._activeTarget!==t&&(this._clearActiveClass(this._config.target),this._activeTarget=t,t.classList.add(_s),this._activateParents(t),ue.trigger(this._element,ps,{relatedTarget:t}))}_activateParents(t){if(t.classList.contains("dropdown-item"))ye.findOne(".dropdown-toggle",t.closest(".dropdown")).classList.add(_s);else for(const e of ye.parents(t,".nav, .list-group"))for(const t of ye.prev(e,ys))t.classList.add(_s)}_clearActiveClass(t){t.classList.remove(_s);const e=ye.find(`${bs}.${_s}`,t);for(const t of e)t.classList.remove(_s)}static jQueryInterface(t){return this.each((function(){const e=As.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}ue.on(window,gs,(()=>{for(const t of ye.find('[data-bs-spy="scroll"]'))As.getOrCreateInstance(t)})),Kt(As);const Ts=".bs.tab",Cs=`hide${Ts}`,Os=`hidden${Ts}`,xs=`show${Ts}`,ks=`shown${Ts}`,Ls=`click${Ts}`,Ss=`keydown${Ts}`,Ds=`load${Ts}`,$s="ArrowLeft",Is="ArrowRight",Ns="ArrowUp",Ps="ArrowDown",Ms="Home",js="End",Fs="active",Hs="fade",Bs="show",Ws=".dropdown-toggle",zs=`:not(${Ws})`,Rs='[data-bs-toggle="tab"], [data-bs-toggle="pill"], [data-bs-toggle="list"]',qs=`.nav-link${zs}, .list-group-item${zs}, [role="tab"]${zs}, ${Rs}`,Vs=`.${Fs}[data-bs-toggle="tab"], .${Fs}[data-bs-toggle="pill"], .${Fs}[data-bs-toggle="list"]`;class Ys extends be{constructor(t){super(t),this._parent=this._element.closest('.list-group, .nav, [role="tablist"]'),this._parent&&(this._setInitialAttributes(this._parent,this._getChildren()),ue.on(this._element,Ss,(t=>this._keydown(t))))}static get NAME(){return"tab"}show(){const t=this._element;if(this._elemIsActive(t))return;const e=this._getActiveElem(),i=e?ue.trigger(e,Cs,{relatedTarget:t}):null;ue.trigger(t,xs,{relatedTarget:e}).defaultPrevented||i&&i.defaultPrevented||(this._deactivate(e,t),this._activate(t,e))}_activate(t,e){t&&(t.classList.add(Fs),this._activate(ye.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.removeAttribute("tabindex"),t.setAttribute("aria-selected",!0),this._toggleDropDown(t,!0),ue.trigger(t,ks,{relatedTarget:e})):t.classList.add(Bs)}),t,t.classList.contains(Hs)))}_deactivate(t,e){t&&(t.classList.remove(Fs),t.blur(),this._deactivate(ye.getElementFromSelector(t)),this._queueCallback((()=>{"tab"===t.getAttribute("role")?(t.setAttribute("aria-selected",!1),t.setAttribute("tabindex","-1"),this._toggleDropDown(t,!1),ue.trigger(t,Os,{relatedTarget:e})):t.classList.remove(Bs)}),t,t.classList.contains(Hs)))}_keydown(t){if(![$s,Is,Ns,Ps,Ms,js].includes(t.key))return;t.stopPropagation(),t.preventDefault();const e=this._getChildren().filter((t=>!Bt(t)));let i;if([Ms,js].includes(t.key))i=e[t.key===Ms?0:e.length-1];else{const n=[Is,Ps].includes(t.key);i=Ut(e,t.target,n,!0)}i&&(i.focus({preventScroll:!0}),Ys.getOrCreateInstance(i).show())}_getChildren(){return ye.find(qs,this._parent)}_getActiveElem(){return this._getChildren().find((t=>this._elemIsActive(t)))||null}_setInitialAttributes(t,e){this._setAttributeIfNotExists(t,"role","tablist");for(const t of e)this._setInitialAttributesOnChild(t)}_setInitialAttributesOnChild(t){t=this._getInnerElement(t);const e=this._elemIsActive(t),i=this._getOuterElement(t);t.setAttribute("aria-selected",e),i!==t&&this._setAttributeIfNotExists(i,"role","presentation"),e||t.setAttribute("tabindex","-1"),this._setAttributeIfNotExists(t,"role","tab"),this._setInitialAttributesOnTargetPanel(t)}_setInitialAttributesOnTargetPanel(t){const e=ye.getElementFromSelector(t);e&&(this._setAttributeIfNotExists(e,"role","tabpanel"),t.id&&this._setAttributeIfNotExists(e,"aria-labelledby",`${t.id}`))}_toggleDropDown(t,e){const i=this._getOuterElement(t);if(!i.classList.contains("dropdown"))return;const n=(t,n)=>{const s=ye.findOne(t,i);s&&s.classList.toggle(n,e)};n(Ws,Fs),n(".dropdown-menu",Bs),i.setAttribute("aria-expanded",e)}_setAttributeIfNotExists(t,e,i){t.hasAttribute(e)||t.setAttribute(e,i)}_elemIsActive(t){return t.classList.contains(Fs)}_getInnerElement(t){return t.matches(qs)?t:ye.findOne(qs,t)}_getOuterElement(t){return t.closest(".nav-item, .list-group-item")||t}static jQueryInterface(t){return this.each((function(){const e=Ys.getOrCreateInstance(this);if("string"==typeof t){if(void 0===e[t]||t.startsWith("_")||"constructor"===t)throw new TypeError(`No method named "${t}"`);e[t]()}}))}}ue.on(document,Ls,Rs,(function(t){["A","AREA"].includes(this.tagName)&&t.preventDefault(),Bt(this)||Ys.getOrCreateInstance(this).show()})),ue.on(window,Ds,(()=>{for(const t of ye.find(Vs))Ys.getOrCreateInstance(t)})),Kt(Ys);const Ks=".bs.toast",Qs=`mouseover${Ks}`,Xs=`mouseout${Ks}`,Us=`focusin${Ks}`,Gs=`focusout${Ks}`,Js=`hide${Ks}`,Zs=`hidden${Ks}`,to=`show${Ks}`,eo=`shown${Ks}`,io="hide",no="show",so="showing",oo={animation:"boolean",autohide:"boolean",delay:"number"},ro={animation:!0,autohide:!0,delay:5e3};class ao extends be{constructor(t,e){super(t,e),this._timeout=null,this._hasMouseInteraction=!1,this._hasKeyboardInteraction=!1,this._setListeners()}static get Default(){return ro}static get DefaultType(){return oo}static get NAME(){return"toast"}show(){ue.trigger(this._element,to).defaultPrevented||(this._clearTimeout(),this._config.animation&&this._element.classList.add("fade"),this._element.classList.remove(io),Rt(this._element),this._element.classList.add(no,so),this._queueCallback((()=>{this._element.classList.remove(so),ue.trigger(this._element,eo),this._maybeScheduleHide()}),this._element,this._config.animation))}hide(){this.isShown()&&(ue.trigger(this._element,Js).defaultPrevented||(this._element.classList.add(so),this._queueCallback((()=>{this._element.classList.add(io),this._element.classList.remove(so,no),ue.trigger(this._element,Zs)}),this._element,this._config.animation)))}dispose(){this._clearTimeout(),this.isShown()&&this._element.classList.remove(no),super.dispose()}isShown(){return this._element.classList.contains(no)}_maybeScheduleHide(){this._config.autohide&&(this._hasMouseInteraction||this._hasKeyboardInteraction||(this._timeout=setTimeout((()=>{this.hide()}),this._config.delay)))}_onInteraction(t,e){switch(t.type){case"mouseover":case"mouseout":this._hasMouseInteraction=e;break;case"focusin":case"focusout":this._hasKeyboardInteraction=e}if(e)return void this._clearTimeout();const i=t.relatedTarget;this._element===i||this._element.contains(i)||this._maybeScheduleHide()}_setListeners(){ue.on(this._element,Qs,(t=>this._onInteraction(t,!0))),ue.on(this._element,Xs,(t=>this._onInteraction(t,!1))),ue.on(this._element,Us,(t=>this._onInteraction(t,!0))),ue.on(this._element,Gs,(t=>this._onInteraction(t,!1)))}_clearTimeout(){clearTimeout(this._timeout),this._timeout=null}static jQueryInterface(t){return this.each((function(){const e=ao.getOrCreateInstance(this,t);if("string"==typeof t){if(void 0===e[t])throw new TypeError(`No method named "${t}"`);e[t](this)}}))}}function lo(t){"loading"!=document.readyState?t():document.addEventListener("DOMContentLoaded",t)}we(ao),Kt(ao),lo((function(){[].slice.call(document.querySelectorAll('[data-bs-toggle="tooltip"]')).map((function(t){return new cs(t,{delay:{show:500,hide:100}})}))})),lo((function(){document.getElementById("pst-back-to-top").addEventListener("click",(function(){document.body.scrollTop=0,document.documentElement.scrollTop=0}))})),lo((function(){var t=document.getElementById("pst-back-to-top"),e=document.getElementsByClassName("bd-header")[0].getBoundingClientRect();window.addEventListener("scroll",(function(){this.oldScroll>this.scrollY&&this.scrollY>e.bottom?t.style.display="block":t.style.display="none",this.oldScroll=this.scrollY}))}))})(); //# sourceMappingURL=bootstrap.js.map \ No newline at end of file diff --git a/master/_static/scripts/bootstrap.js.LICENSE.txt b/master/_static/scripts/bootstrap.js.LICENSE.txt index 91ad10aa..10f979d0 100644 --- a/master/_static/scripts/bootstrap.js.LICENSE.txt +++ b/master/_static/scripts/bootstrap.js.LICENSE.txt @@ -1,5 +1,5 @@ /*! - * Bootstrap v5.2.3 (https://getbootstrap.com/) - * Copyright 2011-2022 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) + * Bootstrap v5.3.2 (https://getbootstrap.com/) + * Copyright 2011-2023 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors) * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE) */ diff --git a/master/_static/scripts/bootstrap.js.map b/master/_static/scripts/bootstrap.js.map index d83e2f7c..e5bc1575 100644 --- a/master/_static/scripts/bootstrap.js.map +++ b/master/_static/scripts/bootstrap.js.map @@ -1 +1 @@ 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= 'end';\nexport var clippingParents = 'clippingParents';\nexport var viewport = 'viewport';\nexport var popper = 'popper';\nexport var reference = 'reference';\nexport var variationPlacements = /*#__PURE__*/basePlacements.reduce(function (acc, placement) {\n return acc.concat([placement + \"-\" + start, placement + \"-\" + end]);\n}, []);\nexport var placements = /*#__PURE__*/[].concat(basePlacements, [auto]).reduce(function (acc, placement) {\n return acc.concat([placement, placement + \"-\" + start, placement + \"-\" + end]);\n}, []); // modifiers that need to read the DOM\n\nexport var beforeRead = 'beforeRead';\nexport var read = 'read';\nexport var afterRead = 'afterRead'; // pure-logic modifiers\n\nexport var beforeMain = 'beforeMain';\nexport var main = 'main';\nexport var afterMain = 'afterMain'; // modifier with the purpose to write to the DOM (or write into a framework state)\n\nexport var beforeWrite = 'beforeWrite';\nexport var write = 'write';\nexport var afterWrite = 'afterWrite';\nexport var modifierPhases = [beforeRead, read, afterRead, beforeMain, main, afterMain, beforeWrite, write, afterWrite];","export default function getNodeName(element) {\n return element ? (element.nodeName || '').toLowerCase() : null;\n}","export default function getWindow(node) {\n if (node == null) {\n return window;\n }\n\n if (node.toString() !== '[object Window]') {\n var ownerDocument = node.ownerDocument;\n return ownerDocument ? ownerDocument.defaultView || window : window;\n }\n\n return node;\n}","import getWindow from \"./getWindow.js\";\n\nfunction isElement(node) {\n var OwnElement = getWindow(node).Element;\n return node instanceof OwnElement || node instanceof Element;\n}\n\nfunction isHTMLElement(node) {\n var OwnElement = getWindow(node).HTMLElement;\n return node instanceof OwnElement || node instanceof HTMLElement;\n}\n\nfunction isShadowRoot(node) {\n // IE 11 has no ShadowRoot\n if (typeof ShadowRoot === 'undefined') {\n return false;\n }\n\n var OwnElement = getWindow(node).ShadowRoot;\n return node instanceof OwnElement || node instanceof ShadowRoot;\n}\n\nexport { isElement, isHTMLElement, isShadowRoot };","import getNodeName from \"../dom-utils/getNodeName.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // This modifier takes the styles prepared by the `computeStyles` modifier\n// and applies them to the HTMLElements such as popper and arrow\n\nfunction applyStyles(_ref) {\n var state = _ref.state;\n Object.keys(state.elements).forEach(function (name) {\n var style = state.styles[name] || {};\n var attributes = state.attributes[name] || {};\n var element = state.elements[name]; // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n } // Flow doesn't support to extend this property, but it's the most\n // effective way to apply styles to an HTMLElement\n // $FlowFixMe[cannot-write]\n\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (name) {\n var value = attributes[name];\n\n if (value === false) {\n element.removeAttribute(name);\n } else {\n element.setAttribute(name, value === true ? '' : value);\n }\n });\n });\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state;\n var initialStyles = {\n popper: {\n position: state.options.strategy,\n left: '0',\n top: '0',\n margin: '0'\n },\n arrow: {\n position: 'absolute'\n },\n reference: {}\n };\n Object.assign(state.elements.popper.style, initialStyles.popper);\n state.styles = initialStyles;\n\n if (state.elements.arrow) {\n Object.assign(state.elements.arrow.style, initialStyles.arrow);\n }\n\n return function () {\n Object.keys(state.elements).forEach(function (name) {\n var element = state.elements[name];\n var attributes = state.attributes[name] || {};\n var styleProperties = Object.keys(state.styles.hasOwnProperty(name) ? state.styles[name] : initialStyles[name]); // Set all values to an empty string to unset them\n\n var style = styleProperties.reduce(function (style, property) {\n style[property] = '';\n return style;\n }, {}); // arrow is optional + virtual elements\n\n if (!isHTMLElement(element) || !getNodeName(element)) {\n return;\n }\n\n Object.assign(element.style, style);\n Object.keys(attributes).forEach(function (attribute) {\n element.removeAttribute(attribute);\n });\n });\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'applyStyles',\n enabled: true,\n phase: 'write',\n fn: applyStyles,\n effect: effect,\n requires: ['computeStyles']\n};","import { auto } from \"../enums.js\";\nexport default function getBasePlacement(placement) {\n return placement.split('-')[0];\n}","export var max = Math.max;\nexport var min = Math.min;\nexport var round = Math.round;","export default function getUAString() {\n var uaData = navigator.userAgentData;\n\n if (uaData != null && uaData.brands && Array.isArray(uaData.brands)) {\n return uaData.brands.map(function (item) {\n return item.brand + \"/\" + item.version;\n }).join(' ');\n }\n\n return navigator.userAgent;\n}","import getUAString from \"../utils/userAgent.js\";\nexport default function isLayoutViewport() {\n return !/^((?!chrome|android).)*safari/i.test(getUAString());\n}","import { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport { round } from \"../utils/math.js\";\nimport getWindow from \"./getWindow.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getBoundingClientRect(element, includeScale, isFixedStrategy) {\n if (includeScale === void 0) {\n includeScale = false;\n }\n\n if (isFixedStrategy === void 0) {\n isFixedStrategy = false;\n }\n\n var clientRect = element.getBoundingClientRect();\n var scaleX = 1;\n var scaleY = 1;\n\n if (includeScale && isHTMLElement(element)) {\n scaleX = element.offsetWidth > 0 ? round(clientRect.width) / element.offsetWidth || 1 : 1;\n scaleY = element.offsetHeight > 0 ? round(clientRect.height) / element.offsetHeight || 1 : 1;\n }\n\n var _ref = isElement(element) ? getWindow(element) : window,\n visualViewport = _ref.visualViewport;\n\n var addVisualOffsets = !isLayoutViewport() && isFixedStrategy;\n var x = (clientRect.left + (addVisualOffsets && visualViewport ? visualViewport.offsetLeft : 0)) / scaleX;\n var y = (clientRect.top + (addVisualOffsets && visualViewport ? visualViewport.offsetTop : 0)) / scaleY;\n var width = clientRect.width / scaleX;\n var height = clientRect.height / scaleY;\n return {\n width: width,\n height: height,\n top: y,\n right: x + width,\n bottom: y + height,\n left: x,\n x: x,\n y: y\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\"; // Returns the layout rect of an element relative to its offsetParent. Layout\n// means it doesn't take into account transforms.\n\nexport default function getLayoutRect(element) {\n var clientRect = getBoundingClientRect(element); // Use the clientRect sizes if it's not been transformed.\n // Fixes https://github.com/popperjs/popper-core/issues/1223\n\n var width = element.offsetWidth;\n var height = element.offsetHeight;\n\n if (Math.abs(clientRect.width - width) <= 1) {\n width = clientRect.width;\n }\n\n if (Math.abs(clientRect.height - height) <= 1) {\n height = clientRect.height;\n }\n\n return {\n x: element.offsetLeft,\n y: element.offsetTop,\n width: width,\n height: height\n };\n}","import { isShadowRoot } from \"./instanceOf.js\";\nexport default function contains(parent, child) {\n var rootNode = child.getRootNode && child.getRootNode(); // First, attempt with faster native method\n\n if (parent.contains(child)) {\n return true;\n } // then fallback to custom implementation with Shadow DOM support\n else if (rootNode && isShadowRoot(rootNode)) {\n var next = child;\n\n do {\n if (next && parent.isSameNode(next)) {\n return true;\n } // $FlowFixMe[prop-missing]: need a better way to handle this...\n\n\n next = next.parentNode || next.host;\n } while (next);\n } // Give up, the result is false\n\n\n return false;\n}","import getWindow from \"./getWindow.js\";\nexport default function getComputedStyle(element) {\n return getWindow(element).getComputedStyle(element);\n}","import getNodeName from \"./getNodeName.js\";\nexport default function isTableElement(element) {\n return ['table', 'td', 'th'].indexOf(getNodeName(element)) >= 0;\n}","import { isElement } from \"./instanceOf.js\";\nexport default function getDocumentElement(element) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return ((isElement(element) ? element.ownerDocument : // $FlowFixMe[prop-missing]\n element.document) || window.document).documentElement;\n}","import getNodeName from \"./getNodeName.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport { isShadowRoot } from \"./instanceOf.js\";\nexport default function getParentNode(element) {\n if (getNodeName(element) === 'html') {\n return element;\n }\n\n return (// this is a quicker (but less type safe) way to save quite some bytes from the bundle\n // $FlowFixMe[incompatible-return]\n // $FlowFixMe[prop-missing]\n element.assignedSlot || // step into the shadow DOM of the parent of a slotted node\n element.parentNode || ( // DOM Element detected\n isShadowRoot(element) ? element.host : null) || // ShadowRoot detected\n // $FlowFixMe[incompatible-call]: HTMLElement is a Node\n getDocumentElement(element) // fallback\n\n );\n}","import getWindow from \"./getWindow.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isHTMLElement, isShadowRoot } from \"./instanceOf.js\";\nimport isTableElement from \"./isTableElement.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getUAString from \"../utils/userAgent.js\";\n\nfunction getTrueOffsetParent(element) {\n if (!isHTMLElement(element) || // https://github.com/popperjs/popper-core/issues/837\n getComputedStyle(element).position === 'fixed') {\n return null;\n }\n\n return element.offsetParent;\n} // `.offsetParent` reports `null` for fixed elements, while absolute elements\n// return the containing block\n\n\nfunction getContainingBlock(element) {\n var isFirefox = /firefox/i.test(getUAString());\n var isIE = /Trident/i.test(getUAString());\n\n if (isIE && isHTMLElement(element)) {\n // In IE 9, 10 and 11 fixed elements containing block is always established by the viewport\n var elementCss = getComputedStyle(element);\n\n if (elementCss.position === 'fixed') {\n return null;\n }\n }\n\n var currentNode = getParentNode(element);\n\n if (isShadowRoot(currentNode)) {\n currentNode = currentNode.host;\n }\n\n while (isHTMLElement(currentNode) && ['html', 'body'].indexOf(getNodeName(currentNode)) < 0) {\n var css = getComputedStyle(currentNode); // This is non-exhaustive but covers the most common CSS properties that\n // create a containing block.\n // https://developer.mozilla.org/en-US/docs/Web/CSS/Containing_block#identifying_the_containing_block\n\n if (css.transform !== 'none' || css.perspective !== 'none' || css.contain === 'paint' || ['transform', 'perspective'].indexOf(css.willChange) !== -1 || isFirefox && css.willChange === 'filter' || isFirefox && css.filter && css.filter !== 'none') {\n return currentNode;\n } else {\n currentNode = currentNode.parentNode;\n }\n }\n\n return null;\n} // Gets the closest ancestor positioned element. Handles some edge cases,\n// such as table ancestors and cross browser bugs.\n\n\nexport default function getOffsetParent(element) {\n var window = getWindow(element);\n var offsetParent = getTrueOffsetParent(element);\n\n while (offsetParent && isTableElement(offsetParent) && getComputedStyle(offsetParent).position === 'static') {\n offsetParent = getTrueOffsetParent(offsetParent);\n }\n\n if (offsetParent && (getNodeName(offsetParent) === 'html' || getNodeName(offsetParent) === 'body' && getComputedStyle(offsetParent).position === 'static')) {\n return window;\n }\n\n return offsetParent || getContainingBlock(element) || window;\n}","export default function getMainAxisFromPlacement(placement) {\n return ['top', 'bottom'].indexOf(placement) >= 0 ? 'x' : 'y';\n}","import { max as mathMax, min as mathMin } from \"./math.js\";\nexport function within(min, value, max) {\n return mathMax(min, mathMin(value, max));\n}\nexport function withinMaxClamp(min, value, max) {\n var v = within(min, value, max);\n return v > max ? max : v;\n}","import getFreshSideObject from \"./getFreshSideObject.js\";\nexport default function mergePaddingObject(paddingObject) {\n return Object.assign({}, getFreshSideObject(), paddingObject);\n}","export default function getFreshSideObject() {\n return {\n top: 0,\n right: 0,\n bottom: 0,\n left: 0\n };\n}","export default function expandToHashMap(value, keys) {\n return keys.reduce(function (hashMap, key) {\n hashMap[key] = value;\n return hashMap;\n }, {});\n}","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport contains from \"../dom-utils/contains.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport { within } from \"../utils/within.js\";\nimport mergePaddingObject from \"../utils/mergePaddingObject.js\";\nimport expandToHashMap from \"../utils/expandToHashMap.js\";\nimport { left, right, basePlacements, top, bottom } from \"../enums.js\";\nimport { isHTMLElement } from \"../dom-utils/instanceOf.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar toPaddingObject = function toPaddingObject(padding, state) {\n padding = typeof padding === 'function' ? padding(Object.assign({}, state.rects, {\n placement: state.placement\n })) : padding;\n return mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n};\n\nfunction arrow(_ref) {\n var _state$modifiersData$;\n\n var state = _ref.state,\n name = _ref.name,\n options = _ref.options;\n var arrowElement = state.elements.arrow;\n var popperOffsets = state.modifiersData.popperOffsets;\n var basePlacement = getBasePlacement(state.placement);\n var axis = getMainAxisFromPlacement(basePlacement);\n var isVertical = [left, right].indexOf(basePlacement) >= 0;\n var len = isVertical ? 'height' : 'width';\n\n if (!arrowElement || !popperOffsets) {\n return;\n }\n\n var paddingObject = toPaddingObject(options.padding, state);\n var arrowRect = getLayoutRect(arrowElement);\n var minProp = axis === 'y' ? top : left;\n var maxProp = axis === 'y' ? bottom : right;\n var endDiff = state.rects.reference[len] + state.rects.reference[axis] - popperOffsets[axis] - state.rects.popper[len];\n var startDiff = popperOffsets[axis] - state.rects.reference[axis];\n var arrowOffsetParent = getOffsetParent(arrowElement);\n var clientSize = arrowOffsetParent ? axis === 'y' ? arrowOffsetParent.clientHeight || 0 : arrowOffsetParent.clientWidth || 0 : 0;\n var centerToReference = endDiff / 2 - startDiff / 2; // Make sure the arrow doesn't overflow the popper if the center point is\n // outside of the popper bounds\n\n var min = paddingObject[minProp];\n var max = clientSize - arrowRect[len] - paddingObject[maxProp];\n var center = clientSize / 2 - arrowRect[len] / 2 + centerToReference;\n var offset = within(min, center, max); // Prevents breaking syntax highlighting...\n\n var axisProp = axis;\n state.modifiersData[name] = (_state$modifiersData$ = {}, _state$modifiersData$[axisProp] = offset, _state$modifiersData$.centerOffset = offset - center, _state$modifiersData$);\n}\n\nfunction effect(_ref2) {\n var state = _ref2.state,\n options = _ref2.options;\n var _options$element = options.element,\n arrowElement = _options$element === void 0 ? '[data-popper-arrow]' : _options$element;\n\n if (arrowElement == null) {\n return;\n } // CSS selector\n\n\n if (typeof arrowElement === 'string') {\n arrowElement = state.elements.popper.querySelector(arrowElement);\n\n if (!arrowElement) {\n return;\n }\n }\n\n if (process.env.NODE_ENV !== \"production\") {\n if (!isHTMLElement(arrowElement)) {\n console.error(['Popper: \"arrow\" element must be an HTMLElement (not an SVGElement).', 'To use an SVG arrow, wrap it in an HTMLElement that will be used as', 'the arrow.'].join(' '));\n }\n }\n\n if (!contains(state.elements.popper, arrowElement)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: \"arrow\" modifier\\'s `element` must be a child of the popper', 'element.'].join(' '));\n }\n\n return;\n }\n\n state.elements.arrow = arrowElement;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'arrow',\n enabled: true,\n phase: 'main',\n fn: arrow,\n effect: effect,\n requires: ['popperOffsets'],\n requiresIfExists: ['preventOverflow']\n};","export default function getVariation(placement) {\n return placement.split('-')[1];\n}","import { top, left, right, bottom, end } from \"../enums.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport getWindow from \"../dom-utils/getWindow.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getComputedStyle from \"../dom-utils/getComputedStyle.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport { round } from \"../utils/math.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar unsetSides = {\n top: 'auto',\n right: 'auto',\n bottom: 'auto',\n left: 'auto'\n}; // Round the offsets to the nearest suitable subpixel based on the DPR.\n// Zooming can change the DPR, but it seems to report a value that will\n// cleanly divide the values into the appropriate subpixels.\n\nfunction roundOffsetsByDPR(_ref, win) {\n var x = _ref.x,\n y = _ref.y;\n var dpr = win.devicePixelRatio || 1;\n return {\n x: round(x * dpr) / dpr || 0,\n y: round(y * dpr) / dpr || 0\n };\n}\n\nexport function mapToStyles(_ref2) {\n var _Object$assign2;\n\n var popper = _ref2.popper,\n popperRect = _ref2.popperRect,\n placement = _ref2.placement,\n variation = _ref2.variation,\n offsets = _ref2.offsets,\n position = _ref2.position,\n gpuAcceleration = _ref2.gpuAcceleration,\n adaptive = _ref2.adaptive,\n roundOffsets = _ref2.roundOffsets,\n isFixed = _ref2.isFixed;\n var _offsets$x = offsets.x,\n x = _offsets$x === void 0 ? 0 : _offsets$x,\n _offsets$y = offsets.y,\n y = _offsets$y === void 0 ? 0 : _offsets$y;\n\n var _ref3 = typeof roundOffsets === 'function' ? roundOffsets({\n x: x,\n y: y\n }) : {\n x: x,\n y: y\n };\n\n x = _ref3.x;\n y = _ref3.y;\n var hasX = offsets.hasOwnProperty('x');\n var hasY = offsets.hasOwnProperty('y');\n var sideX = left;\n var sideY = top;\n var win = window;\n\n if (adaptive) {\n var offsetParent = getOffsetParent(popper);\n var heightProp = 'clientHeight';\n var widthProp = 'clientWidth';\n\n if (offsetParent === getWindow(popper)) {\n offsetParent = getDocumentElement(popper);\n\n if (getComputedStyle(offsetParent).position !== 'static' && position === 'absolute') {\n heightProp = 'scrollHeight';\n widthProp = 'scrollWidth';\n }\n } // $FlowFixMe[incompatible-cast]: force type refinement, we compare offsetParent with window above, but Flow doesn't detect it\n\n\n offsetParent = offsetParent;\n\n if (placement === top || (placement === left || placement === right) && variation === end) {\n sideY = bottom;\n var offsetY = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.height : // $FlowFixMe[prop-missing]\n offsetParent[heightProp];\n y -= offsetY - popperRect.height;\n y *= gpuAcceleration ? 1 : -1;\n }\n\n if (placement === left || (placement === top || placement === bottom) && variation === end) {\n sideX = right;\n var offsetX = isFixed && offsetParent === win && win.visualViewport ? win.visualViewport.width : // $FlowFixMe[prop-missing]\n offsetParent[widthProp];\n x -= offsetX - popperRect.width;\n x *= gpuAcceleration ? 1 : -1;\n }\n }\n\n var commonStyles = Object.assign({\n position: position\n }, adaptive && unsetSides);\n\n var _ref4 = roundOffsets === true ? roundOffsetsByDPR({\n x: x,\n y: y\n }, getWindow(popper)) : {\n x: x,\n y: y\n };\n\n x = _ref4.x;\n y = _ref4.y;\n\n if (gpuAcceleration) {\n var _Object$assign;\n\n return Object.assign({}, commonStyles, (_Object$assign = {}, _Object$assign[sideY] = hasY ? '0' : '', _Object$assign[sideX] = hasX ? '0' : '', _Object$assign.transform = (win.devicePixelRatio || 1) <= 1 ? \"translate(\" + x + \"px, \" + y + \"px)\" : \"translate3d(\" + x + \"px, \" + y + \"px, 0)\", _Object$assign));\n }\n\n return Object.assign({}, commonStyles, (_Object$assign2 = {}, _Object$assign2[sideY] = hasY ? y + \"px\" : '', _Object$assign2[sideX] = hasX ? x + \"px\" : '', _Object$assign2.transform = '', _Object$assign2));\n}\n\nfunction computeStyles(_ref5) {\n var state = _ref5.state,\n options = _ref5.options;\n var _options$gpuAccelerat = options.gpuAcceleration,\n gpuAcceleration = _options$gpuAccelerat === void 0 ? true : _options$gpuAccelerat,\n _options$adaptive = options.adaptive,\n adaptive = _options$adaptive === void 0 ? true : _options$adaptive,\n _options$roundOffsets = options.roundOffsets,\n roundOffsets = _options$roundOffsets === void 0 ? true : _options$roundOffsets;\n\n if (process.env.NODE_ENV !== \"production\") {\n var transitionProperty = getComputedStyle(state.elements.popper).transitionProperty || '';\n\n if (adaptive && ['transform', 'top', 'right', 'bottom', 'left'].some(function (property) {\n return transitionProperty.indexOf(property) >= 0;\n })) {\n console.warn(['Popper: Detected CSS transitions on at least one of the following', 'CSS properties: \"transform\", \"top\", \"right\", \"bottom\", \"left\".', '\\n\\n', 'Disable the \"computeStyles\" modifier\\'s `adaptive` option to allow', 'for smooth transitions, or remove these properties from the CSS', 'transition declaration on the popper element if only transitioning', 'opacity or background-color for example.', '\\n\\n', 'We recommend using the popper element as a wrapper around an inner', 'element that can have any CSS property transitioned for animations.'].join(' '));\n }\n }\n\n var commonStyles = {\n placement: getBasePlacement(state.placement),\n variation: getVariation(state.placement),\n popper: state.elements.popper,\n popperRect: state.rects.popper,\n gpuAcceleration: gpuAcceleration,\n isFixed: state.options.strategy === 'fixed'\n };\n\n if (state.modifiersData.popperOffsets != null) {\n state.styles.popper = Object.assign({}, state.styles.popper, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.popperOffsets,\n position: state.options.strategy,\n adaptive: adaptive,\n roundOffsets: roundOffsets\n })));\n }\n\n if (state.modifiersData.arrow != null) {\n state.styles.arrow = Object.assign({}, state.styles.arrow, mapToStyles(Object.assign({}, commonStyles, {\n offsets: state.modifiersData.arrow,\n position: 'absolute',\n adaptive: false,\n roundOffsets: roundOffsets\n })));\n }\n\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-placement': state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'computeStyles',\n enabled: true,\n phase: 'beforeWrite',\n fn: computeStyles,\n data: {}\n};","import getWindow from \"../dom-utils/getWindow.js\"; // eslint-disable-next-line import/no-unused-modules\n\nvar passive = {\n passive: true\n};\n\nfunction effect(_ref) {\n var state = _ref.state,\n instance = _ref.instance,\n options = _ref.options;\n var _options$scroll = options.scroll,\n scroll = _options$scroll === void 0 ? true : _options$scroll,\n _options$resize = options.resize,\n resize = _options$resize === void 0 ? true : _options$resize;\n var window = getWindow(state.elements.popper);\n var scrollParents = [].concat(state.scrollParents.reference, state.scrollParents.popper);\n\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.addEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.addEventListener('resize', instance.update, passive);\n }\n\n return function () {\n if (scroll) {\n scrollParents.forEach(function (scrollParent) {\n scrollParent.removeEventListener('scroll', instance.update, passive);\n });\n }\n\n if (resize) {\n window.removeEventListener('resize', instance.update, passive);\n }\n };\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'eventListeners',\n enabled: true,\n phase: 'write',\n fn: function fn() {},\n effect: effect,\n data: {}\n};","var hash = {\n left: 'right',\n right: 'left',\n bottom: 'top',\n top: 'bottom'\n};\nexport default function getOppositePlacement(placement) {\n return placement.replace(/left|right|bottom|top/g, function (matched) {\n return hash[matched];\n });\n}","var hash = {\n start: 'end',\n end: 'start'\n};\nexport default function getOppositeVariationPlacement(placement) {\n return placement.replace(/start|end/g, function (matched) {\n return hash[matched];\n });\n}","import getWindow from \"./getWindow.js\";\nexport default function getWindowScroll(node) {\n var win = getWindow(node);\n var scrollLeft = win.pageXOffset;\n var scrollTop = win.pageYOffset;\n return {\n scrollLeft: scrollLeft,\n scrollTop: scrollTop\n };\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nexport default function getWindowScrollBarX(element) {\n // If has a CSS width greater than the viewport, then this will be\n // incorrect for RTL.\n // Popper 1 is broken in this case and never had a bug report so let's assume\n // it's not an issue. I don't think anyone ever specifies width on \n // anyway.\n // Browsers where the left scrollbar doesn't cause an issue report `0` for\n // this (e.g. Edge 2019, IE11, Safari)\n return getBoundingClientRect(getDocumentElement(element)).left + getWindowScroll(element).scrollLeft;\n}","import getComputedStyle from \"./getComputedStyle.js\";\nexport default function isScrollParent(element) {\n // Firefox wants us to check `-x` and `-y` variations as well\n var _getComputedStyle = getComputedStyle(element),\n overflow = _getComputedStyle.overflow,\n overflowX = _getComputedStyle.overflowX,\n overflowY = _getComputedStyle.overflowY;\n\n return /auto|scroll|overlay|hidden/.test(overflow + overflowY + overflowX);\n}","import getParentNode from \"./getParentNode.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nexport default function getScrollParent(node) {\n if (['html', 'body', '#document'].indexOf(getNodeName(node)) >= 0) {\n // $FlowFixMe[incompatible-return]: assume body is always available\n return node.ownerDocument.body;\n }\n\n if (isHTMLElement(node) && isScrollParent(node)) {\n return node;\n }\n\n return getScrollParent(getParentNode(node));\n}","import getScrollParent from \"./getScrollParent.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport getWindow from \"./getWindow.js\";\nimport isScrollParent from \"./isScrollParent.js\";\n/*\ngiven a DOM element, return the list of all scroll parents, up the list of ancesors\nuntil we get to the top window object. This list is what we attach scroll listeners\nto, because if any of these parent elements scroll, we'll need to re-calculate the\nreference element's position.\n*/\n\nexport default function listScrollParents(element, list) {\n var _element$ownerDocumen;\n\n if (list === void 0) {\n list = [];\n }\n\n var scrollParent = getScrollParent(element);\n var isBody = scrollParent === ((_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body);\n var win = getWindow(scrollParent);\n var target = isBody ? [win].concat(win.visualViewport || [], isScrollParent(scrollParent) ? scrollParent : []) : scrollParent;\n var updatedList = list.concat(target);\n return isBody ? updatedList : // $FlowFixMe[incompatible-call]: isBody tells us target will be an HTMLElement here\n updatedList.concat(listScrollParents(getParentNode(target)));\n}","export default function rectToClientRect(rect) {\n return Object.assign({}, rect, {\n left: rect.x,\n top: rect.y,\n right: rect.x + rect.width,\n bottom: rect.y + rect.height\n });\n}","import { viewport } from \"../enums.js\";\nimport getViewportRect from \"./getViewportRect.js\";\nimport getDocumentRect from \"./getDocumentRect.js\";\nimport listScrollParents from \"./listScrollParents.js\";\nimport getOffsetParent from \"./getOffsetParent.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport { isElement, isHTMLElement } from \"./instanceOf.js\";\nimport getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getParentNode from \"./getParentNode.js\";\nimport contains from \"./contains.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport rectToClientRect from \"../utils/rectToClientRect.js\";\nimport { max, min } from \"../utils/math.js\";\n\nfunction getInnerBoundingClientRect(element, strategy) {\n var rect = getBoundingClientRect(element, false, strategy === 'fixed');\n rect.top = rect.top + element.clientTop;\n rect.left = rect.left + element.clientLeft;\n rect.bottom = rect.top + element.clientHeight;\n rect.right = rect.left + element.clientWidth;\n rect.width = element.clientWidth;\n rect.height = element.clientHeight;\n rect.x = rect.left;\n rect.y = rect.top;\n return rect;\n}\n\nfunction getClientRectFromMixedType(element, clippingParent, strategy) {\n return clippingParent === viewport ? rectToClientRect(getViewportRect(element, strategy)) : isElement(clippingParent) ? getInnerBoundingClientRect(clippingParent, strategy) : rectToClientRect(getDocumentRect(getDocumentElement(element)));\n} // A \"clipping parent\" is an overflowable container with the characteristic of\n// clipping (or hiding) overflowing elements with a position different from\n// `initial`\n\n\nfunction getClippingParents(element) {\n var clippingParents = listScrollParents(getParentNode(element));\n var canEscapeClipping = ['absolute', 'fixed'].indexOf(getComputedStyle(element).position) >= 0;\n var clipperElement = canEscapeClipping && isHTMLElement(element) ? getOffsetParent(element) : element;\n\n if (!isElement(clipperElement)) {\n return [];\n } // $FlowFixMe[incompatible-return]: https://github.com/facebook/flow/issues/1414\n\n\n return clippingParents.filter(function (clippingParent) {\n return isElement(clippingParent) && contains(clippingParent, clipperElement) && getNodeName(clippingParent) !== 'body';\n });\n} // Gets the maximum area that the element is visible in due to any number of\n// clipping parents\n\n\nexport default function getClippingRect(element, boundary, rootBoundary, strategy) {\n var mainClippingParents = boundary === 'clippingParents' ? getClippingParents(element) : [].concat(boundary);\n var clippingParents = [].concat(mainClippingParents, [rootBoundary]);\n var firstClippingParent = clippingParents[0];\n var clippingRect = clippingParents.reduce(function (accRect, clippingParent) {\n var rect = getClientRectFromMixedType(element, clippingParent, strategy);\n accRect.top = max(rect.top, accRect.top);\n accRect.right = min(rect.right, accRect.right);\n accRect.bottom = min(rect.bottom, accRect.bottom);\n accRect.left = max(rect.left, accRect.left);\n return accRect;\n }, getClientRectFromMixedType(element, firstClippingParent, strategy));\n clippingRect.width = clippingRect.right - clippingRect.left;\n clippingRect.height = clippingRect.bottom - clippingRect.top;\n clippingRect.x = clippingRect.left;\n clippingRect.y = clippingRect.top;\n return clippingRect;\n}","import getWindow from \"./getWindow.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport isLayoutViewport from \"./isLayoutViewport.js\";\nexport default function getViewportRect(element, strategy) {\n var win = getWindow(element);\n var html = getDocumentElement(element);\n var visualViewport = win.visualViewport;\n var width = html.clientWidth;\n var height = html.clientHeight;\n var x = 0;\n var y = 0;\n\n if (visualViewport) {\n width = visualViewport.width;\n height = visualViewport.height;\n var layoutViewport = isLayoutViewport();\n\n if (layoutViewport || !layoutViewport && strategy === 'fixed') {\n x = visualViewport.offsetLeft;\n y = visualViewport.offsetTop;\n }\n }\n\n return {\n width: width,\n height: height,\n x: x + getWindowScrollBarX(element),\n y: y\n };\n}","import getDocumentElement from \"./getDocumentElement.js\";\nimport getComputedStyle from \"./getComputedStyle.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getWindowScroll from \"./getWindowScroll.js\";\nimport { max } from \"../utils/math.js\"; // Gets the entire size of the scrollable document area, even extending outside\n// of the `` and `` rect bounds if horizontally scrollable\n\nexport default function getDocumentRect(element) {\n var _element$ownerDocumen;\n\n var html = getDocumentElement(element);\n var winScroll = getWindowScroll(element);\n var body = (_element$ownerDocumen = element.ownerDocument) == null ? void 0 : _element$ownerDocumen.body;\n var width = max(html.scrollWidth, html.clientWidth, body ? body.scrollWidth : 0, body ? body.clientWidth : 0);\n var height = max(html.scrollHeight, html.clientHeight, body ? body.scrollHeight : 0, body ? body.clientHeight : 0);\n var x = -winScroll.scrollLeft + getWindowScrollBarX(element);\n var y = -winScroll.scrollTop;\n\n if (getComputedStyle(body || html).direction === 'rtl') {\n x += max(html.clientWidth, body ? body.clientWidth : 0) - width;\n }\n\n return {\n width: width,\n height: height,\n x: x,\n y: y\n };\n}","import getBasePlacement from \"./getBasePlacement.js\";\nimport getVariation from \"./getVariation.js\";\nimport getMainAxisFromPlacement from \"./getMainAxisFromPlacement.js\";\nimport { top, right, bottom, left, start, end } from \"../enums.js\";\nexport default function computeOffsets(_ref) {\n var reference = _ref.reference,\n element = _ref.element,\n placement = _ref.placement;\n var basePlacement = placement ? getBasePlacement(placement) : null;\n var variation = placement ? getVariation(placement) : null;\n var commonX = reference.x + reference.width / 2 - element.width / 2;\n var commonY = reference.y + reference.height / 2 - element.height / 2;\n var offsets;\n\n switch (basePlacement) {\n case top:\n offsets = {\n x: commonX,\n y: reference.y - element.height\n };\n break;\n\n case bottom:\n offsets = {\n x: commonX,\n y: reference.y + reference.height\n };\n break;\n\n case right:\n offsets = {\n x: reference.x + reference.width,\n y: commonY\n };\n break;\n\n case left:\n offsets = {\n x: reference.x - element.width,\n y: commonY\n };\n break;\n\n default:\n offsets = {\n x: reference.x,\n y: reference.y\n };\n }\n\n var mainAxis = basePlacement ? getMainAxisFromPlacement(basePlacement) : null;\n\n if (mainAxis != null) {\n var len = mainAxis === 'y' ? 'height' : 'width';\n\n switch (variation) {\n case start:\n offsets[mainAxis] = offsets[mainAxis] - (reference[len] / 2 - element[len] / 2);\n break;\n\n case end:\n offsets[mainAxis] = offsets[mainAxis] + (reference[len] / 2 - element[len] / 2);\n break;\n\n default:\n }\n }\n\n return offsets;\n}","import getClippingRect from \"../dom-utils/getClippingRect.js\";\nimport getDocumentElement from \"../dom-utils/getDocumentElement.js\";\nimport getBoundingClientRect from \"../dom-utils/getBoundingClientRect.js\";\nimport computeOffsets from \"./computeOffsets.js\";\nimport rectToClientRect from \"./rectToClientRect.js\";\nimport { clippingParents, reference, popper, bottom, top, right, basePlacements, viewport } from \"../enums.js\";\nimport { isElement } from \"../dom-utils/instanceOf.js\";\nimport mergePaddingObject from \"./mergePaddingObject.js\";\nimport expandToHashMap from \"./expandToHashMap.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport default function detectOverflow(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n _options$placement = _options.placement,\n placement = _options$placement === void 0 ? state.placement : _options$placement,\n _options$strategy = _options.strategy,\n strategy = _options$strategy === void 0 ? state.strategy : _options$strategy,\n _options$boundary = _options.boundary,\n boundary = _options$boundary === void 0 ? clippingParents : _options$boundary,\n _options$rootBoundary = _options.rootBoundary,\n rootBoundary = _options$rootBoundary === void 0 ? viewport : _options$rootBoundary,\n _options$elementConte = _options.elementContext,\n elementContext = _options$elementConte === void 0 ? popper : _options$elementConte,\n _options$altBoundary = _options.altBoundary,\n altBoundary = _options$altBoundary === void 0 ? false : _options$altBoundary,\n _options$padding = _options.padding,\n padding = _options$padding === void 0 ? 0 : _options$padding;\n var paddingObject = mergePaddingObject(typeof padding !== 'number' ? padding : expandToHashMap(padding, basePlacements));\n var altContext = elementContext === popper ? reference : popper;\n var popperRect = state.rects.popper;\n var element = state.elements[altBoundary ? altContext : elementContext];\n var clippingClientRect = getClippingRect(isElement(element) ? element : element.contextElement || getDocumentElement(state.elements.popper), boundary, rootBoundary, strategy);\n var referenceClientRect = getBoundingClientRect(state.elements.reference);\n var popperOffsets = computeOffsets({\n reference: referenceClientRect,\n element: popperRect,\n strategy: 'absolute',\n placement: placement\n });\n var popperClientRect = rectToClientRect(Object.assign({}, popperRect, popperOffsets));\n var elementClientRect = elementContext === popper ? popperClientRect : referenceClientRect; // positive = overflowing the clipping rect\n // 0 or negative = within the clipping rect\n\n var overflowOffsets = {\n top: clippingClientRect.top - elementClientRect.top + paddingObject.top,\n bottom: elementClientRect.bottom - clippingClientRect.bottom + paddingObject.bottom,\n left: clippingClientRect.left - elementClientRect.left + paddingObject.left,\n right: elementClientRect.right - clippingClientRect.right + paddingObject.right\n };\n var offsetData = state.modifiersData.offset; // Offsets can be applied only to the popper element\n\n if (elementContext === popper && offsetData) {\n var offset = offsetData[placement];\n Object.keys(overflowOffsets).forEach(function (key) {\n var multiply = [right, bottom].indexOf(key) >= 0 ? 1 : -1;\n var axis = [top, bottom].indexOf(key) >= 0 ? 'y' : 'x';\n overflowOffsets[key] += offset[axis] * multiply;\n });\n }\n\n return overflowOffsets;\n}","import getOppositePlacement from \"../utils/getOppositePlacement.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getOppositeVariationPlacement from \"../utils/getOppositeVariationPlacement.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport computeAutoPlacement from \"../utils/computeAutoPlacement.js\";\nimport { bottom, top, start, right, left, auto } from \"../enums.js\";\nimport getVariation from \"../utils/getVariation.js\"; // eslint-disable-next-line import/no-unused-modules\n\nfunction getExpandedFallbackPlacements(placement) {\n if (getBasePlacement(placement) === auto) {\n return [];\n }\n\n var oppositePlacement = getOppositePlacement(placement);\n return [getOppositeVariationPlacement(placement), oppositePlacement, getOppositeVariationPlacement(oppositePlacement)];\n}\n\nfunction flip(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n\n if (state.modifiersData[name]._skip) {\n return;\n }\n\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? true : _options$altAxis,\n specifiedFallbackPlacements = options.fallbackPlacements,\n padding = options.padding,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n _options$flipVariatio = options.flipVariations,\n flipVariations = _options$flipVariatio === void 0 ? true : _options$flipVariatio,\n allowedAutoPlacements = options.allowedAutoPlacements;\n var preferredPlacement = state.options.placement;\n var basePlacement = getBasePlacement(preferredPlacement);\n var isBasePlacement = basePlacement === preferredPlacement;\n var fallbackPlacements = specifiedFallbackPlacements || (isBasePlacement || !flipVariations ? [getOppositePlacement(preferredPlacement)] : getExpandedFallbackPlacements(preferredPlacement));\n var placements = [preferredPlacement].concat(fallbackPlacements).reduce(function (acc, placement) {\n return acc.concat(getBasePlacement(placement) === auto ? computeAutoPlacement(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n flipVariations: flipVariations,\n allowedAutoPlacements: allowedAutoPlacements\n }) : placement);\n }, []);\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var checksMap = new Map();\n var makeFallbackChecks = true;\n var firstFittingPlacement = placements[0];\n\n for (var i = 0; i < placements.length; i++) {\n var placement = placements[i];\n\n var _basePlacement = getBasePlacement(placement);\n\n var isStartVariation = getVariation(placement) === start;\n var isVertical = [top, bottom].indexOf(_basePlacement) >= 0;\n var len = isVertical ? 'width' : 'height';\n var overflow = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n altBoundary: altBoundary,\n padding: padding\n });\n var mainVariationSide = isVertical ? isStartVariation ? right : left : isStartVariation ? bottom : top;\n\n if (referenceRect[len] > popperRect[len]) {\n mainVariationSide = getOppositePlacement(mainVariationSide);\n }\n\n var altVariationSide = getOppositePlacement(mainVariationSide);\n var checks = [];\n\n if (checkMainAxis) {\n checks.push(overflow[_basePlacement] <= 0);\n }\n\n if (checkAltAxis) {\n checks.push(overflow[mainVariationSide] <= 0, overflow[altVariationSide] <= 0);\n }\n\n if (checks.every(function (check) {\n return check;\n })) {\n firstFittingPlacement = placement;\n makeFallbackChecks = false;\n break;\n }\n\n checksMap.set(placement, checks);\n }\n\n if (makeFallbackChecks) {\n // `2` may be desired in some cases – research later\n var numberOfChecks = flipVariations ? 3 : 1;\n\n var _loop = function _loop(_i) {\n var fittingPlacement = placements.find(function (placement) {\n var checks = checksMap.get(placement);\n\n if (checks) {\n return checks.slice(0, _i).every(function (check) {\n return check;\n });\n }\n });\n\n if (fittingPlacement) {\n firstFittingPlacement = fittingPlacement;\n return \"break\";\n }\n };\n\n for (var _i = numberOfChecks; _i > 0; _i--) {\n var _ret = _loop(_i);\n\n if (_ret === \"break\") break;\n }\n }\n\n if (state.placement !== firstFittingPlacement) {\n state.modifiersData[name]._skip = true;\n state.placement = firstFittingPlacement;\n state.reset = true;\n }\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'flip',\n enabled: true,\n phase: 'main',\n fn: flip,\n requiresIfExists: ['offset'],\n data: {\n _skip: false\n }\n};","import getVariation from \"./getVariation.js\";\nimport { variationPlacements, basePlacements, placements as allPlacements } from \"../enums.js\";\nimport detectOverflow from \"./detectOverflow.js\";\nimport getBasePlacement from \"./getBasePlacement.js\";\nexport default function computeAutoPlacement(state, options) {\n if (options === void 0) {\n options = {};\n }\n\n var _options = options,\n placement = _options.placement,\n boundary = _options.boundary,\n rootBoundary = _options.rootBoundary,\n padding = _options.padding,\n flipVariations = _options.flipVariations,\n _options$allowedAutoP = _options.allowedAutoPlacements,\n allowedAutoPlacements = _options$allowedAutoP === void 0 ? allPlacements : _options$allowedAutoP;\n var variation = getVariation(placement);\n var placements = variation ? flipVariations ? variationPlacements : variationPlacements.filter(function (placement) {\n return getVariation(placement) === variation;\n }) : basePlacements;\n var allowedPlacements = placements.filter(function (placement) {\n return allowedAutoPlacements.indexOf(placement) >= 0;\n });\n\n if (allowedPlacements.length === 0) {\n allowedPlacements = placements;\n\n if (process.env.NODE_ENV !== \"production\") {\n console.error(['Popper: The `allowedAutoPlacements` option did not allow any', 'placements. Ensure the `placement` option matches the variation', 'of the allowed placements.', 'For example, \"auto\" cannot be used to allow \"bottom-start\".', 'Use \"auto-start\" instead.'].join(' '));\n }\n } // $FlowFixMe[incompatible-type]: Flow seems to have problems with two array unions...\n\n\n var overflows = allowedPlacements.reduce(function (acc, placement) {\n acc[placement] = detectOverflow(state, {\n placement: placement,\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding\n })[getBasePlacement(placement)];\n return acc;\n }, {});\n return Object.keys(overflows).sort(function (a, b) {\n return overflows[a] - overflows[b];\n });\n}","import { top, bottom, left, right } from \"../enums.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\n\nfunction getSideOffsets(overflow, rect, preventedOffsets) {\n if (preventedOffsets === void 0) {\n preventedOffsets = {\n x: 0,\n y: 0\n };\n }\n\n return {\n top: overflow.top - rect.height - preventedOffsets.y,\n right: overflow.right - rect.width + preventedOffsets.x,\n bottom: overflow.bottom - rect.height + preventedOffsets.y,\n left: overflow.left - rect.width - preventedOffsets.x\n };\n}\n\nfunction isAnySideFullyClipped(overflow) {\n return [top, right, bottom, left].some(function (side) {\n return overflow[side] >= 0;\n });\n}\n\nfunction hide(_ref) {\n var state = _ref.state,\n name = _ref.name;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var preventedOffsets = state.modifiersData.preventOverflow;\n var referenceOverflow = detectOverflow(state, {\n elementContext: 'reference'\n });\n var popperAltOverflow = detectOverflow(state, {\n altBoundary: true\n });\n var referenceClippingOffsets = getSideOffsets(referenceOverflow, referenceRect);\n var popperEscapeOffsets = getSideOffsets(popperAltOverflow, popperRect, preventedOffsets);\n var isReferenceHidden = isAnySideFullyClipped(referenceClippingOffsets);\n var hasPopperEscaped = isAnySideFullyClipped(popperEscapeOffsets);\n state.modifiersData[name] = {\n referenceClippingOffsets: referenceClippingOffsets,\n popperEscapeOffsets: popperEscapeOffsets,\n isReferenceHidden: isReferenceHidden,\n hasPopperEscaped: hasPopperEscaped\n };\n state.attributes.popper = Object.assign({}, state.attributes.popper, {\n 'data-popper-reference-hidden': isReferenceHidden,\n 'data-popper-escaped': hasPopperEscaped\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'hide',\n enabled: true,\n phase: 'main',\n requiresIfExists: ['preventOverflow'],\n fn: hide\n};","import getBasePlacement from \"../utils/getBasePlacement.js\";\nimport { top, left, right, placements } from \"../enums.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport function distanceAndSkiddingToXY(placement, rects, offset) {\n var basePlacement = getBasePlacement(placement);\n var invertDistance = [left, top].indexOf(basePlacement) >= 0 ? -1 : 1;\n\n var _ref = typeof offset === 'function' ? offset(Object.assign({}, rects, {\n placement: placement\n })) : offset,\n skidding = _ref[0],\n distance = _ref[1];\n\n skidding = skidding || 0;\n distance = (distance || 0) * invertDistance;\n return [left, right].indexOf(basePlacement) >= 0 ? {\n x: distance,\n y: skidding\n } : {\n x: skidding,\n y: distance\n };\n}\n\nfunction offset(_ref2) {\n var state = _ref2.state,\n options = _ref2.options,\n name = _ref2.name;\n var _options$offset = options.offset,\n offset = _options$offset === void 0 ? [0, 0] : _options$offset;\n var data = placements.reduce(function (acc, placement) {\n acc[placement] = distanceAndSkiddingToXY(placement, state.rects, offset);\n return acc;\n }, {});\n var _data$state$placement = data[state.placement],\n x = _data$state$placement.x,\n y = _data$state$placement.y;\n\n if (state.modifiersData.popperOffsets != null) {\n state.modifiersData.popperOffsets.x += x;\n state.modifiersData.popperOffsets.y += y;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'offset',\n enabled: true,\n phase: 'main',\n requires: ['popperOffsets'],\n fn: offset\n};","import computeOffsets from \"../utils/computeOffsets.js\";\n\nfunction popperOffsets(_ref) {\n var state = _ref.state,\n name = _ref.name;\n // Offsets are the actual position the popper needs to have to be\n // properly positioned near its reference element\n // This is the most basic placement, and will be adjusted by\n // the modifiers in the next step\n state.modifiersData[name] = computeOffsets({\n reference: state.rects.reference,\n element: state.rects.popper,\n strategy: 'absolute',\n placement: state.placement\n });\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'popperOffsets',\n enabled: true,\n phase: 'read',\n fn: popperOffsets,\n data: {}\n};","import { top, left, right, bottom, start } from \"../enums.js\";\nimport getBasePlacement from \"../utils/getBasePlacement.js\";\nimport getMainAxisFromPlacement from \"../utils/getMainAxisFromPlacement.js\";\nimport getAltAxis from \"../utils/getAltAxis.js\";\nimport { within, withinMaxClamp } from \"../utils/within.js\";\nimport getLayoutRect from \"../dom-utils/getLayoutRect.js\";\nimport getOffsetParent from \"../dom-utils/getOffsetParent.js\";\nimport detectOverflow from \"../utils/detectOverflow.js\";\nimport getVariation from \"../utils/getVariation.js\";\nimport getFreshSideObject from \"../utils/getFreshSideObject.js\";\nimport { min as mathMin, max as mathMax } from \"../utils/math.js\";\n\nfunction preventOverflow(_ref) {\n var state = _ref.state,\n options = _ref.options,\n name = _ref.name;\n var _options$mainAxis = options.mainAxis,\n checkMainAxis = _options$mainAxis === void 0 ? true : _options$mainAxis,\n _options$altAxis = options.altAxis,\n checkAltAxis = _options$altAxis === void 0 ? false : _options$altAxis,\n boundary = options.boundary,\n rootBoundary = options.rootBoundary,\n altBoundary = options.altBoundary,\n padding = options.padding,\n _options$tether = options.tether,\n tether = _options$tether === void 0 ? true : _options$tether,\n _options$tetherOffset = options.tetherOffset,\n tetherOffset = _options$tetherOffset === void 0 ? 0 : _options$tetherOffset;\n var overflow = detectOverflow(state, {\n boundary: boundary,\n rootBoundary: rootBoundary,\n padding: padding,\n altBoundary: altBoundary\n });\n var basePlacement = getBasePlacement(state.placement);\n var variation = getVariation(state.placement);\n var isBasePlacement = !variation;\n var mainAxis = getMainAxisFromPlacement(basePlacement);\n var altAxis = getAltAxis(mainAxis);\n var popperOffsets = state.modifiersData.popperOffsets;\n var referenceRect = state.rects.reference;\n var popperRect = state.rects.popper;\n var tetherOffsetValue = typeof tetherOffset === 'function' ? tetherOffset(Object.assign({}, state.rects, {\n placement: state.placement\n })) : tetherOffset;\n var normalizedTetherOffsetValue = typeof tetherOffsetValue === 'number' ? {\n mainAxis: tetherOffsetValue,\n altAxis: tetherOffsetValue\n } : Object.assign({\n mainAxis: 0,\n altAxis: 0\n }, tetherOffsetValue);\n var offsetModifierState = state.modifiersData.offset ? state.modifiersData.offset[state.placement] : null;\n var data = {\n x: 0,\n y: 0\n };\n\n if (!popperOffsets) {\n return;\n }\n\n if (checkMainAxis) {\n var _offsetModifierState$;\n\n var mainSide = mainAxis === 'y' ? top : left;\n var altSide = mainAxis === 'y' ? bottom : right;\n var len = mainAxis === 'y' ? 'height' : 'width';\n var offset = popperOffsets[mainAxis];\n var min = offset + overflow[mainSide];\n var max = offset - overflow[altSide];\n var additive = tether ? -popperRect[len] / 2 : 0;\n var minLen = variation === start ? referenceRect[len] : popperRect[len];\n var maxLen = variation === start ? -popperRect[len] : -referenceRect[len]; // We need to include the arrow in the calculation so the arrow doesn't go\n // outside the reference bounds\n\n var arrowElement = state.elements.arrow;\n var arrowRect = tether && arrowElement ? getLayoutRect(arrowElement) : {\n width: 0,\n height: 0\n };\n var arrowPaddingObject = state.modifiersData['arrow#persistent'] ? state.modifiersData['arrow#persistent'].padding : getFreshSideObject();\n var arrowPaddingMin = arrowPaddingObject[mainSide];\n var arrowPaddingMax = arrowPaddingObject[altSide]; // If the reference length is smaller than the arrow length, we don't want\n // to include its full size in the calculation. If the reference is small\n // and near the edge of a boundary, the popper can overflow even if the\n // reference is not overflowing as well (e.g. virtual elements with no\n // width or height)\n\n var arrowLen = within(0, referenceRect[len], arrowRect[len]);\n var minOffset = isBasePlacement ? referenceRect[len] / 2 - additive - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis : minLen - arrowLen - arrowPaddingMin - normalizedTetherOffsetValue.mainAxis;\n var maxOffset = isBasePlacement ? -referenceRect[len] / 2 + additive + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis : maxLen + arrowLen + arrowPaddingMax + normalizedTetherOffsetValue.mainAxis;\n var arrowOffsetParent = state.elements.arrow && getOffsetParent(state.elements.arrow);\n var clientOffset = arrowOffsetParent ? mainAxis === 'y' ? arrowOffsetParent.clientTop || 0 : arrowOffsetParent.clientLeft || 0 : 0;\n var offsetModifierValue = (_offsetModifierState$ = offsetModifierState == null ? void 0 : offsetModifierState[mainAxis]) != null ? _offsetModifierState$ : 0;\n var tetherMin = offset + minOffset - offsetModifierValue - clientOffset;\n var tetherMax = offset + maxOffset - offsetModifierValue;\n var preventedOffset = within(tether ? mathMin(min, tetherMin) : min, offset, tether ? mathMax(max, tetherMax) : max);\n popperOffsets[mainAxis] = preventedOffset;\n data[mainAxis] = preventedOffset - offset;\n }\n\n if (checkAltAxis) {\n var _offsetModifierState$2;\n\n var _mainSide = mainAxis === 'x' ? top : left;\n\n var _altSide = mainAxis === 'x' ? bottom : right;\n\n var _offset = popperOffsets[altAxis];\n\n var _len = altAxis === 'y' ? 'height' : 'width';\n\n var _min = _offset + overflow[_mainSide];\n\n var _max = _offset - overflow[_altSide];\n\n var isOriginSide = [top, left].indexOf(basePlacement) !== -1;\n\n var _offsetModifierValue = (_offsetModifierState$2 = offsetModifierState == null ? void 0 : offsetModifierState[altAxis]) != null ? _offsetModifierState$2 : 0;\n\n var _tetherMin = isOriginSide ? _min : _offset - referenceRect[_len] - popperRect[_len] - _offsetModifierValue + normalizedTetherOffsetValue.altAxis;\n\n var _tetherMax = isOriginSide ? _offset + referenceRect[_len] + popperRect[_len] - _offsetModifierValue - normalizedTetherOffsetValue.altAxis : _max;\n\n var _preventedOffset = tether && isOriginSide ? withinMaxClamp(_tetherMin, _offset, _tetherMax) : within(tether ? _tetherMin : _min, _offset, tether ? _tetherMax : _max);\n\n popperOffsets[altAxis] = _preventedOffset;\n data[altAxis] = _preventedOffset - _offset;\n }\n\n state.modifiersData[name] = data;\n} // eslint-disable-next-line import/no-unused-modules\n\n\nexport default {\n name: 'preventOverflow',\n enabled: true,\n phase: 'main',\n fn: preventOverflow,\n requiresIfExists: ['offset']\n};","export default function getAltAxis(axis) {\n return axis === 'x' ? 'y' : 'x';\n}","import getBoundingClientRect from \"./getBoundingClientRect.js\";\nimport getNodeScroll from \"./getNodeScroll.js\";\nimport getNodeName from \"./getNodeName.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getWindowScrollBarX from \"./getWindowScrollBarX.js\";\nimport getDocumentElement from \"./getDocumentElement.js\";\nimport isScrollParent from \"./isScrollParent.js\";\nimport { round } from \"../utils/math.js\";\n\nfunction isElementScaled(element) {\n var rect = element.getBoundingClientRect();\n var scaleX = round(rect.width) / element.offsetWidth || 1;\n var scaleY = round(rect.height) / element.offsetHeight || 1;\n return scaleX !== 1 || scaleY !== 1;\n} // Returns the composite rect of an element relative to its offsetParent.\n// Composite means it takes into account transforms as well as layout.\n\n\nexport default function getCompositeRect(elementOrVirtualElement, offsetParent, isFixed) {\n if (isFixed === void 0) {\n isFixed = false;\n }\n\n var isOffsetParentAnElement = isHTMLElement(offsetParent);\n var offsetParentIsScaled = isHTMLElement(offsetParent) && isElementScaled(offsetParent);\n var documentElement = getDocumentElement(offsetParent);\n var rect = getBoundingClientRect(elementOrVirtualElement, offsetParentIsScaled, isFixed);\n var scroll = {\n scrollLeft: 0,\n scrollTop: 0\n };\n var offsets = {\n x: 0,\n y: 0\n };\n\n if (isOffsetParentAnElement || !isOffsetParentAnElement && !isFixed) {\n if (getNodeName(offsetParent) !== 'body' || // https://github.com/popperjs/popper-core/issues/1078\n isScrollParent(documentElement)) {\n scroll = getNodeScroll(offsetParent);\n }\n\n if (isHTMLElement(offsetParent)) {\n offsets = getBoundingClientRect(offsetParent, true);\n offsets.x += offsetParent.clientLeft;\n offsets.y += offsetParent.clientTop;\n } else if (documentElement) {\n offsets.x = getWindowScrollBarX(documentElement);\n }\n }\n\n return {\n x: rect.left + scroll.scrollLeft - offsets.x,\n y: rect.top + scroll.scrollTop - offsets.y,\n width: rect.width,\n height: rect.height\n };\n}","import getWindowScroll from \"./getWindowScroll.js\";\nimport getWindow from \"./getWindow.js\";\nimport { isHTMLElement } from \"./instanceOf.js\";\nimport getHTMLElementScroll from \"./getHTMLElementScroll.js\";\nexport default function getNodeScroll(node) {\n if (node === getWindow(node) || !isHTMLElement(node)) {\n return getWindowScroll(node);\n } else {\n return getHTMLElementScroll(node);\n }\n}","export default function getHTMLElementScroll(element) {\n return {\n scrollLeft: element.scrollLeft,\n scrollTop: element.scrollTop\n };\n}","import { modifierPhases } from \"../enums.js\"; // source: https://stackoverflow.com/questions/49875255\n\nfunction order(modifiers) {\n var map = new Map();\n var visited = new Set();\n var result = [];\n modifiers.forEach(function (modifier) {\n map.set(modifier.name, modifier);\n }); // On visiting object, check for its dependencies and visit them recursively\n\n function sort(modifier) {\n visited.add(modifier.name);\n var requires = [].concat(modifier.requires || [], modifier.requiresIfExists || []);\n requires.forEach(function (dep) {\n if (!visited.has(dep)) {\n var depModifier = map.get(dep);\n\n if (depModifier) {\n sort(depModifier);\n }\n }\n });\n result.push(modifier);\n }\n\n modifiers.forEach(function (modifier) {\n if (!visited.has(modifier.name)) {\n // check for visited object\n sort(modifier);\n }\n });\n return result;\n}\n\nexport default function orderModifiers(modifiers) {\n // order based on dependencies\n var orderedModifiers = order(modifiers); // order based on phase\n\n return modifierPhases.reduce(function (acc, phase) {\n return acc.concat(orderedModifiers.filter(function (modifier) {\n return modifier.phase === phase;\n }));\n }, []);\n}","import getCompositeRect from \"./dom-utils/getCompositeRect.js\";\nimport getLayoutRect from \"./dom-utils/getLayoutRect.js\";\nimport listScrollParents from \"./dom-utils/listScrollParents.js\";\nimport getOffsetParent from \"./dom-utils/getOffsetParent.js\";\nimport getComputedStyle from \"./dom-utils/getComputedStyle.js\";\nimport orderModifiers from \"./utils/orderModifiers.js\";\nimport debounce from \"./utils/debounce.js\";\nimport validateModifiers from \"./utils/validateModifiers.js\";\nimport uniqueBy from \"./utils/uniqueBy.js\";\nimport getBasePlacement from \"./utils/getBasePlacement.js\";\nimport mergeByName from \"./utils/mergeByName.js\";\nimport detectOverflow from \"./utils/detectOverflow.js\";\nimport { isElement } from \"./dom-utils/instanceOf.js\";\nimport { auto } from \"./enums.js\";\nvar INVALID_ELEMENT_ERROR = 'Popper: Invalid reference or popper argument provided. They must be either a DOM element or virtual element.';\nvar INFINITE_LOOP_ERROR = 'Popper: An infinite loop in the modifiers cycle has been detected! The cycle has been interrupted to prevent a browser crash.';\nvar DEFAULT_OPTIONS = {\n placement: 'bottom',\n modifiers: [],\n strategy: 'absolute'\n};\n\nfunction areValidElements() {\n for (var _len = arguments.length, args = new Array(_len), _key = 0; _key < _len; _key++) {\n args[_key] = arguments[_key];\n }\n\n return !args.some(function (element) {\n return !(element && typeof element.getBoundingClientRect === 'function');\n });\n}\n\nexport function popperGenerator(generatorOptions) {\n if (generatorOptions === void 0) {\n generatorOptions = {};\n }\n\n var _generatorOptions = generatorOptions,\n _generatorOptions$def = _generatorOptions.defaultModifiers,\n defaultModifiers = _generatorOptions$def === void 0 ? [] : _generatorOptions$def,\n _generatorOptions$def2 = _generatorOptions.defaultOptions,\n defaultOptions = _generatorOptions$def2 === void 0 ? DEFAULT_OPTIONS : _generatorOptions$def2;\n return function createPopper(reference, popper, options) {\n if (options === void 0) {\n options = defaultOptions;\n }\n\n var state = {\n placement: 'bottom',\n orderedModifiers: [],\n options: Object.assign({}, DEFAULT_OPTIONS, defaultOptions),\n modifiersData: {},\n elements: {\n reference: reference,\n popper: popper\n },\n attributes: {},\n styles: {}\n };\n var effectCleanupFns = [];\n var isDestroyed = false;\n var instance = {\n state: state,\n setOptions: function setOptions(setOptionsAction) {\n var options = typeof setOptionsAction === 'function' ? setOptionsAction(state.options) : setOptionsAction;\n cleanupModifierEffects();\n state.options = Object.assign({}, defaultOptions, state.options, options);\n state.scrollParents = {\n reference: isElement(reference) ? listScrollParents(reference) : reference.contextElement ? listScrollParents(reference.contextElement) : [],\n popper: listScrollParents(popper)\n }; // Orders the modifiers based on their dependencies and `phase`\n // properties\n\n var orderedModifiers = orderModifiers(mergeByName([].concat(defaultModifiers, state.options.modifiers))); // Strip out disabled modifiers\n\n state.orderedModifiers = orderedModifiers.filter(function (m) {\n return m.enabled;\n }); // Validate the provided modifiers so that the consumer will get warned\n // if one of the modifiers is invalid for any reason\n\n if (process.env.NODE_ENV !== \"production\") {\n var modifiers = uniqueBy([].concat(orderedModifiers, state.options.modifiers), function (_ref) {\n var name = _ref.name;\n return name;\n });\n validateModifiers(modifiers);\n\n if (getBasePlacement(state.options.placement) === auto) {\n var flipModifier = state.orderedModifiers.find(function (_ref2) {\n var name = _ref2.name;\n return name === 'flip';\n });\n\n if (!flipModifier) {\n console.error(['Popper: \"auto\" placements require the \"flip\" modifier be', 'present and enabled to work.'].join(' '));\n }\n }\n\n var _getComputedStyle = getComputedStyle(popper),\n marginTop = _getComputedStyle.marginTop,\n marginRight = _getComputedStyle.marginRight,\n marginBottom = _getComputedStyle.marginBottom,\n marginLeft = _getComputedStyle.marginLeft; // We no longer take into account `margins` on the popper, and it can\n // cause bugs with positioning, so we'll warn the consumer\n\n\n if ([marginTop, marginRight, marginBottom, marginLeft].some(function (margin) {\n return parseFloat(margin);\n })) {\n console.warn(['Popper: CSS \"margin\" styles cannot be used to apply padding', 'between the popper and its reference element or boundary.', 'To replicate margin, use the `offset` modifier, as well as', 'the `padding` option in the `preventOverflow` and `flip`', 'modifiers.'].join(' '));\n }\n }\n\n runModifierEffects();\n return instance.update();\n },\n // Sync update – it will always be executed, even if not necessary. This\n // is useful for low frequency updates where sync behavior simplifies the\n // logic.\n // For high frequency updates (e.g. `resize` and `scroll` events), always\n // prefer the async Popper#update method\n forceUpdate: function forceUpdate() {\n if (isDestroyed) {\n return;\n }\n\n var _state$elements = state.elements,\n reference = _state$elements.reference,\n popper = _state$elements.popper; // Don't proceed if `reference` or `popper` are not valid elements\n // anymore\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return;\n } // Store the reference and popper rects to be read by modifiers\n\n\n state.rects = {\n reference: getCompositeRect(reference, getOffsetParent(popper), state.options.strategy === 'fixed'),\n popper: getLayoutRect(popper)\n }; // Modifiers have the ability to reset the current update cycle. The\n // most common use case for this is the `flip` modifier changing the\n // placement, which then needs to re-run all the modifiers, because the\n // logic was previously ran for the previous placement and is therefore\n // stale/incorrect\n\n state.reset = false;\n state.placement = state.options.placement; // On each update cycle, the `modifiersData` property for each modifier\n // is filled with the initial data specified by the modifier. This means\n // it doesn't persist and is fresh on each update.\n // To ensure persistent data, use `${name}#persistent`\n\n state.orderedModifiers.forEach(function (modifier) {\n return state.modifiersData[modifier.name] = Object.assign({}, modifier.data);\n });\n var __debug_loops__ = 0;\n\n for (var index = 0; index < state.orderedModifiers.length; index++) {\n if (process.env.NODE_ENV !== \"production\") {\n __debug_loops__ += 1;\n\n if (__debug_loops__ > 100) {\n console.error(INFINITE_LOOP_ERROR);\n break;\n }\n }\n\n if (state.reset === true) {\n state.reset = false;\n index = -1;\n continue;\n }\n\n var _state$orderedModifie = state.orderedModifiers[index],\n fn = _state$orderedModifie.fn,\n _state$orderedModifie2 = _state$orderedModifie.options,\n _options = _state$orderedModifie2 === void 0 ? {} : _state$orderedModifie2,\n name = _state$orderedModifie.name;\n\n if (typeof fn === 'function') {\n state = fn({\n state: state,\n options: _options,\n name: name,\n instance: instance\n }) || state;\n }\n }\n },\n // Async and optimistically optimized update – it will not be executed if\n // not necessary (debounced to run at most once-per-tick)\n update: debounce(function () {\n return new Promise(function (resolve) {\n instance.forceUpdate();\n resolve(state);\n });\n }),\n destroy: function destroy() {\n cleanupModifierEffects();\n isDestroyed = true;\n }\n };\n\n if (!areValidElements(reference, popper)) {\n if (process.env.NODE_ENV !== \"production\") {\n console.error(INVALID_ELEMENT_ERROR);\n }\n\n return instance;\n }\n\n instance.setOptions(options).then(function (state) {\n if (!isDestroyed && options.onFirstUpdate) {\n options.onFirstUpdate(state);\n }\n }); // Modifiers have the ability to execute arbitrary code before the first\n // update cycle runs. They will be executed in the same order as the update\n // cycle. This is useful when a modifier adds some persistent data that\n // other modifiers need to use, but the modifier is run after the dependent\n // one.\n\n function runModifierEffects() {\n state.orderedModifiers.forEach(function (_ref3) {\n var name = _ref3.name,\n _ref3$options = _ref3.options,\n options = _ref3$options === void 0 ? {} : _ref3$options,\n effect = _ref3.effect;\n\n if (typeof effect === 'function') {\n var cleanupFn = effect({\n state: state,\n name: name,\n instance: instance,\n options: options\n });\n\n var noopFn = function noopFn() {};\n\n effectCleanupFns.push(cleanupFn || noopFn);\n }\n });\n }\n\n function cleanupModifierEffects() {\n effectCleanupFns.forEach(function (fn) {\n return fn();\n });\n effectCleanupFns = [];\n }\n\n return instance;\n };\n}\nexport var createPopper = /*#__PURE__*/popperGenerator(); // eslint-disable-next-line import/no-unused-modules\n\nexport { detectOverflow };","export default function debounce(fn) {\n var pending;\n return function () {\n if (!pending) {\n pending = new Promise(function (resolve) {\n Promise.resolve().then(function () {\n pending = undefined;\n resolve(fn());\n });\n });\n }\n\n return pending;\n };\n}","export default function mergeByName(modifiers) {\n var merged = modifiers.reduce(function (merged, current) {\n var existing = merged[current.name];\n merged[current.name] = existing ? Object.assign({}, existing, current, {\n options: Object.assign({}, existing.options, current.options),\n data: Object.assign({}, existing.data, current.data)\n }) : current;\n return merged;\n }, {}); // IE11 does not support Object.values\n\n return Object.keys(merged).map(function (key) {\n return merged[key];\n });\n}","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nimport offset from \"./modifiers/offset.js\";\nimport flip from \"./modifiers/flip.js\";\nimport preventOverflow from \"./modifiers/preventOverflow.js\";\nimport arrow from \"./modifiers/arrow.js\";\nimport hide from \"./modifiers/hide.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles, offset, flip, preventOverflow, arrow, hide];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow }; // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper as createPopperLite } from \"./popper-lite.js\"; // eslint-disable-next-line import/no-unused-modules\n\nexport * from \"./modifiers/index.js\";","import { popperGenerator, detectOverflow } from \"./createPopper.js\";\nimport eventListeners from \"./modifiers/eventListeners.js\";\nimport popperOffsets from \"./modifiers/popperOffsets.js\";\nimport computeStyles from \"./modifiers/computeStyles.js\";\nimport applyStyles from \"./modifiers/applyStyles.js\";\nvar defaultModifiers = [eventListeners, popperOffsets, computeStyles, applyStyles];\nvar createPopper = /*#__PURE__*/popperGenerator({\n defaultModifiers: defaultModifiers\n}); // eslint-disable-next-line import/no-unused-modules\n\nexport { createPopper, popperGenerator, defaultModifiers, detectOverflow };","/*!\n * Bootstrap v5.2.3 (https://getbootstrap.com/)\n * Copyright 2011-2022 The Bootstrap Authors (https://github.com/twbs/bootstrap/graphs/contributors)\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n */\nimport * as Popper from '@popperjs/core';\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/index.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst MAX_UID = 1000000;\nconst MILLISECONDS_MULTIPLIER = 1000;\nconst TRANSITION_END = 'transitionend'; // Shout-out Angus Croll (https://goo.gl/pxwQGp)\n\nconst toType = object => {\n if (object === null || object === undefined) {\n return `${object}`;\n }\n\n return Object.prototype.toString.call(object).match(/\\s([a-z]+)/i)[1].toLowerCase();\n};\n/**\n * Public Util API\n */\n\n\nconst getUID = prefix => {\n do {\n prefix += Math.floor(Math.random() * MAX_UID);\n } while (document.getElementById(prefix));\n\n return prefix;\n};\n\nconst getSelector = element => {\n let selector = element.getAttribute('data-bs-target');\n\n if (!selector || selector === '#') {\n let hrefAttribute = element.getAttribute('href'); // The only valid content that could double as a selector are IDs or classes,\n // so everything starting with `#` or `.`. If a \"real\" URL is used as the selector,\n // `document.querySelector` will rightfully complain it is invalid.\n // See https://github.com/twbs/bootstrap/issues/32273\n\n if (!hrefAttribute || !hrefAttribute.includes('#') && !hrefAttribute.startsWith('.')) {\n return null;\n } // Just in case some CMS puts out a full URL with the anchor appended\n\n\n if (hrefAttribute.includes('#') && !hrefAttribute.startsWith('#')) {\n hrefAttribute = `#${hrefAttribute.split('#')[1]}`;\n }\n\n selector = hrefAttribute && hrefAttribute !== '#' ? hrefAttribute.trim() : null;\n }\n\n return selector;\n};\n\nconst getSelectorFromElement = element => {\n const selector = getSelector(element);\n\n if (selector) {\n return document.querySelector(selector) ? selector : null;\n }\n\n return null;\n};\n\nconst getElementFromSelector = element => {\n const selector = getSelector(element);\n return selector ? document.querySelector(selector) : null;\n};\n\nconst getTransitionDurationFromElement = element => {\n if (!element) {\n return 0;\n } // Get transition-duration of the element\n\n\n let {\n transitionDuration,\n transitionDelay\n } = window.getComputedStyle(element);\n const floatTransitionDuration = Number.parseFloat(transitionDuration);\n const floatTransitionDelay = Number.parseFloat(transitionDelay); // Return 0 if element or transition duration is not found\n\n if (!floatTransitionDuration && !floatTransitionDelay) {\n return 0;\n } // If multiple durations are defined, take the first\n\n\n transitionDuration = transitionDuration.split(',')[0];\n transitionDelay = transitionDelay.split(',')[0];\n return (Number.parseFloat(transitionDuration) + Number.parseFloat(transitionDelay)) * MILLISECONDS_MULTIPLIER;\n};\n\nconst triggerTransitionEnd = element => {\n element.dispatchEvent(new Event(TRANSITION_END));\n};\n\nconst isElement = object => {\n if (!object || typeof object !== 'object') {\n return false;\n }\n\n if (typeof object.jquery !== 'undefined') {\n object = object[0];\n }\n\n return typeof object.nodeType !== 'undefined';\n};\n\nconst getElement = object => {\n // it's a jQuery object or a node element\n if (isElement(object)) {\n return object.jquery ? object[0] : object;\n }\n\n if (typeof object === 'string' && object.length > 0) {\n return document.querySelector(object);\n }\n\n return null;\n};\n\nconst isVisible = element => {\n if (!isElement(element) || element.getClientRects().length === 0) {\n return false;\n }\n\n const elementIsVisible = getComputedStyle(element).getPropertyValue('visibility') === 'visible'; // Handle `details` element as its content may falsie appear visible when it is closed\n\n const closedDetails = element.closest('details:not([open])');\n\n if (!closedDetails) {\n return elementIsVisible;\n }\n\n if (closedDetails !== element) {\n const summary = element.closest('summary');\n\n if (summary && summary.parentNode !== closedDetails) {\n return false;\n }\n\n if (summary === null) {\n return false;\n }\n }\n\n return elementIsVisible;\n};\n\nconst isDisabled = element => {\n if (!element || element.nodeType !== Node.ELEMENT_NODE) {\n return true;\n }\n\n if (element.classList.contains('disabled')) {\n return true;\n }\n\n if (typeof element.disabled !== 'undefined') {\n return element.disabled;\n }\n\n return element.hasAttribute('disabled') && element.getAttribute('disabled') !== 'false';\n};\n\nconst findShadowRoot = element => {\n if (!document.documentElement.attachShadow) {\n return null;\n } // Can find the shadow root otherwise it'll return the document\n\n\n if (typeof element.getRootNode === 'function') {\n const root = element.getRootNode();\n return root instanceof ShadowRoot ? root : null;\n }\n\n if (element instanceof ShadowRoot) {\n return element;\n } // when we don't find a shadow root\n\n\n if (!element.parentNode) {\n return null;\n }\n\n return findShadowRoot(element.parentNode);\n};\n\nconst noop = () => {};\n/**\n * Trick to restart an element's animation\n *\n * @param {HTMLElement} element\n * @return void\n *\n * @see https://www.charistheo.io/blog/2021/02/restart-a-css-animation-with-javascript/#restarting-a-css-animation\n */\n\n\nconst reflow = element => {\n element.offsetHeight; // eslint-disable-line no-unused-expressions\n};\n\nconst getjQuery = () => {\n if (window.jQuery && !document.body.hasAttribute('data-bs-no-jquery')) {\n return window.jQuery;\n }\n\n return null;\n};\n\nconst DOMContentLoadedCallbacks = [];\n\nconst onDOMContentLoaded = callback => {\n if (document.readyState === 'loading') {\n // add listener on the first call when the document is in loading state\n if (!DOMContentLoadedCallbacks.length) {\n document.addEventListener('DOMContentLoaded', () => {\n for (const callback of DOMContentLoadedCallbacks) {\n callback();\n }\n });\n }\n\n DOMContentLoadedCallbacks.push(callback);\n } else {\n callback();\n }\n};\n\nconst isRTL = () => document.documentElement.dir === 'rtl';\n\nconst defineJQueryPlugin = plugin => {\n onDOMContentLoaded(() => {\n const $ = getjQuery();\n /* istanbul ignore if */\n\n if ($) {\n const name = plugin.NAME;\n const JQUERY_NO_CONFLICT = $.fn[name];\n $.fn[name] = plugin.jQueryInterface;\n $.fn[name].Constructor = plugin;\n\n $.fn[name].noConflict = () => {\n $.fn[name] = JQUERY_NO_CONFLICT;\n return plugin.jQueryInterface;\n };\n }\n });\n};\n\nconst execute = callback => {\n if (typeof callback === 'function') {\n callback();\n }\n};\n\nconst executeAfterTransition = (callback, transitionElement, waitForTransition = true) => {\n if (!waitForTransition) {\n execute(callback);\n return;\n }\n\n const durationPadding = 5;\n const emulatedDuration = getTransitionDurationFromElement(transitionElement) + durationPadding;\n let called = false;\n\n const handler = ({\n target\n }) => {\n if (target !== transitionElement) {\n return;\n }\n\n called = true;\n transitionElement.removeEventListener(TRANSITION_END, handler);\n execute(callback);\n };\n\n transitionElement.addEventListener(TRANSITION_END, handler);\n setTimeout(() => {\n if (!called) {\n triggerTransitionEnd(transitionElement);\n }\n }, emulatedDuration);\n};\n/**\n * Return the previous/next element of a list.\n *\n * @param {array} list The list of elements\n * @param activeElement The active element\n * @param shouldGetNext Choose to get next or previous element\n * @param isCycleAllowed\n * @return {Element|elem} The proper element\n */\n\n\nconst getNextActiveElement = (list, activeElement, shouldGetNext, isCycleAllowed) => {\n const listLength = list.length;\n let index = list.indexOf(activeElement); // if the element does not exist in the list return an element\n // depending on the direction and if cycle is allowed\n\n if (index === -1) {\n return !shouldGetNext && isCycleAllowed ? list[listLength - 1] : list[0];\n }\n\n index += shouldGetNext ? 1 : -1;\n\n if (isCycleAllowed) {\n index = (index + listLength) % listLength;\n }\n\n return list[Math.max(0, Math.min(index, listLength - 1))];\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/event-handler.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst namespaceRegex = /[^.]*(?=\\..*)\\.|.*/;\nconst stripNameRegex = /\\..*/;\nconst stripUidRegex = /::\\d+$/;\nconst eventRegistry = {}; // Events storage\n\nlet uidEvent = 1;\nconst customEvents = {\n mouseenter: 'mouseover',\n mouseleave: 'mouseout'\n};\nconst nativeEvents = new Set(['click', 'dblclick', 'mouseup', 'mousedown', 'contextmenu', 'mousewheel', 'DOMMouseScroll', 'mouseover', 'mouseout', 'mousemove', 'selectstart', 'selectend', 'keydown', 'keypress', 'keyup', 'orientationchange', 'touchstart', 'touchmove', 'touchend', 'touchcancel', 'pointerdown', 'pointermove', 'pointerup', 'pointerleave', 'pointercancel', 'gesturestart', 'gesturechange', 'gestureend', 'focus', 'blur', 'change', 'reset', 'select', 'submit', 'focusin', 'focusout', 'load', 'unload', 'beforeunload', 'resize', 'move', 'DOMContentLoaded', 'readystatechange', 'error', 'abort', 'scroll']);\n/**\n * Private methods\n */\n\nfunction makeEventUid(element, uid) {\n return uid && `${uid}::${uidEvent++}` || element.uidEvent || uidEvent++;\n}\n\nfunction getElementEvents(element) {\n const uid = makeEventUid(element);\n element.uidEvent = uid;\n eventRegistry[uid] = eventRegistry[uid] || {};\n return eventRegistry[uid];\n}\n\nfunction bootstrapHandler(element, fn) {\n return function handler(event) {\n hydrateObj(event, {\n delegateTarget: element\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, fn);\n }\n\n return fn.apply(element, [event]);\n };\n}\n\nfunction bootstrapDelegationHandler(element, selector, fn) {\n return function handler(event) {\n const domElements = element.querySelectorAll(selector);\n\n for (let {\n target\n } = event; target && target !== this; target = target.parentNode) {\n for (const domElement of domElements) {\n if (domElement !== target) {\n continue;\n }\n\n hydrateObj(event, {\n delegateTarget: target\n });\n\n if (handler.oneOff) {\n EventHandler.off(element, event.type, selector, fn);\n }\n\n return fn.apply(target, [event]);\n }\n }\n };\n}\n\nfunction findHandler(events, callable, delegationSelector = null) {\n return Object.values(events).find(event => event.callable === callable && event.delegationSelector === delegationSelector);\n}\n\nfunction normalizeParameters(originalTypeEvent, handler, delegationFunction) {\n const isDelegated = typeof handler === 'string'; // todo: tooltip passes `false` instead of selector, so we need to check\n\n const callable = isDelegated ? delegationFunction : handler || delegationFunction;\n let typeEvent = getTypeEvent(originalTypeEvent);\n\n if (!nativeEvents.has(typeEvent)) {\n typeEvent = originalTypeEvent;\n }\n\n return [isDelegated, callable, typeEvent];\n}\n\nfunction addHandler(element, originalTypeEvent, handler, delegationFunction, oneOff) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n let [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction); // in case of mouseenter or mouseleave wrap the handler within a function that checks for its DOM position\n // this prevents the handler from being dispatched the same way as mouseover or mouseout does\n\n if (originalTypeEvent in customEvents) {\n const wrapFunction = fn => {\n return function (event) {\n if (!event.relatedTarget || event.relatedTarget !== event.delegateTarget && !event.delegateTarget.contains(event.relatedTarget)) {\n return fn.call(this, event);\n }\n };\n };\n\n callable = wrapFunction(callable);\n }\n\n const events = getElementEvents(element);\n const handlers = events[typeEvent] || (events[typeEvent] = {});\n const previousFunction = findHandler(handlers, callable, isDelegated ? handler : null);\n\n if (previousFunction) {\n previousFunction.oneOff = previousFunction.oneOff && oneOff;\n return;\n }\n\n const uid = makeEventUid(callable, originalTypeEvent.replace(namespaceRegex, ''));\n const fn = isDelegated ? bootstrapDelegationHandler(element, handler, callable) : bootstrapHandler(element, callable);\n fn.delegationSelector = isDelegated ? handler : null;\n fn.callable = callable;\n fn.oneOff = oneOff;\n fn.uidEvent = uid;\n handlers[uid] = fn;\n element.addEventListener(typeEvent, fn, isDelegated);\n}\n\nfunction removeHandler(element, events, typeEvent, handler, delegationSelector) {\n const fn = findHandler(events[typeEvent], handler, delegationSelector);\n\n if (!fn) {\n return;\n }\n\n element.removeEventListener(typeEvent, fn, Boolean(delegationSelector));\n delete events[typeEvent][fn.uidEvent];\n}\n\nfunction removeNamespacedHandlers(element, events, typeEvent, namespace) {\n const storeElementEvent = events[typeEvent] || {};\n\n for (const handlerKey of Object.keys(storeElementEvent)) {\n if (handlerKey.includes(namespace)) {\n const event = storeElementEvent[handlerKey];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n}\n\nfunction getTypeEvent(event) {\n // allow to get the native events from namespaced events ('click.bs.button' --> 'click')\n event = event.replace(stripNameRegex, '');\n return customEvents[event] || event;\n}\n\nconst EventHandler = {\n on(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, false);\n },\n\n one(element, event, handler, delegationFunction) {\n addHandler(element, event, handler, delegationFunction, true);\n },\n\n off(element, originalTypeEvent, handler, delegationFunction) {\n if (typeof originalTypeEvent !== 'string' || !element) {\n return;\n }\n\n const [isDelegated, callable, typeEvent] = normalizeParameters(originalTypeEvent, handler, delegationFunction);\n const inNamespace = typeEvent !== originalTypeEvent;\n const events = getElementEvents(element);\n const storeElementEvent = events[typeEvent] || {};\n const isNamespace = originalTypeEvent.startsWith('.');\n\n if (typeof callable !== 'undefined') {\n // Simplest case: handler is passed, remove that listener ONLY.\n if (!Object.keys(storeElementEvent).length) {\n return;\n }\n\n removeHandler(element, events, typeEvent, callable, isDelegated ? handler : null);\n return;\n }\n\n if (isNamespace) {\n for (const elementEvent of Object.keys(events)) {\n removeNamespacedHandlers(element, events, elementEvent, originalTypeEvent.slice(1));\n }\n }\n\n for (const keyHandlers of Object.keys(storeElementEvent)) {\n const handlerKey = keyHandlers.replace(stripUidRegex, '');\n\n if (!inNamespace || originalTypeEvent.includes(handlerKey)) {\n const event = storeElementEvent[keyHandlers];\n removeHandler(element, events, typeEvent, event.callable, event.delegationSelector);\n }\n }\n },\n\n trigger(element, event, args) {\n if (typeof event !== 'string' || !element) {\n return null;\n }\n\n const $ = getjQuery();\n const typeEvent = getTypeEvent(event);\n const inNamespace = event !== typeEvent;\n let jQueryEvent = null;\n let bubbles = true;\n let nativeDispatch = true;\n let defaultPrevented = false;\n\n if (inNamespace && $) {\n jQueryEvent = $.Event(event, args);\n $(element).trigger(jQueryEvent);\n bubbles = !jQueryEvent.isPropagationStopped();\n nativeDispatch = !jQueryEvent.isImmediatePropagationStopped();\n defaultPrevented = jQueryEvent.isDefaultPrevented();\n }\n\n let evt = new Event(event, {\n bubbles,\n cancelable: true\n });\n evt = hydrateObj(evt, args);\n\n if (defaultPrevented) {\n evt.preventDefault();\n }\n\n if (nativeDispatch) {\n element.dispatchEvent(evt);\n }\n\n if (evt.defaultPrevented && jQueryEvent) {\n jQueryEvent.preventDefault();\n }\n\n return evt;\n }\n\n};\n\nfunction hydrateObj(obj, meta) {\n for (const [key, value] of Object.entries(meta || {})) {\n try {\n obj[key] = value;\n } catch (_unused) {\n Object.defineProperty(obj, key, {\n configurable: true,\n\n get() {\n return value;\n }\n\n });\n }\n }\n\n return obj;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/data.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\n/**\n * Constants\n */\nconst elementMap = new Map();\nconst Data = {\n set(element, key, instance) {\n if (!elementMap.has(element)) {\n elementMap.set(element, new Map());\n }\n\n const instanceMap = elementMap.get(element); // make it clear we only want one instance per element\n // can be removed later when multiple key/instances are fine to be used\n\n if (!instanceMap.has(key) && instanceMap.size !== 0) {\n // eslint-disable-next-line no-console\n console.error(`Bootstrap doesn't allow more than one instance per element. Bound instance: ${Array.from(instanceMap.keys())[0]}.`);\n return;\n }\n\n instanceMap.set(key, instance);\n },\n\n get(element, key) {\n if (elementMap.has(element)) {\n return elementMap.get(element).get(key) || null;\n }\n\n return null;\n },\n\n remove(element, key) {\n if (!elementMap.has(element)) {\n return;\n }\n\n const instanceMap = elementMap.get(element);\n instanceMap.delete(key); // free up element references if there are no instances left for an element\n\n if (instanceMap.size === 0) {\n elementMap.delete(element);\n }\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/manipulator.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nfunction normalizeData(value) {\n if (value === 'true') {\n return true;\n }\n\n if (value === 'false') {\n return false;\n }\n\n if (value === Number(value).toString()) {\n return Number(value);\n }\n\n if (value === '' || value === 'null') {\n return null;\n }\n\n if (typeof value !== 'string') {\n return value;\n }\n\n try {\n return JSON.parse(decodeURIComponent(value));\n } catch (_unused) {\n return value;\n }\n}\n\nfunction normalizeDataKey(key) {\n return key.replace(/[A-Z]/g, chr => `-${chr.toLowerCase()}`);\n}\n\nconst Manipulator = {\n setDataAttribute(element, key, value) {\n element.setAttribute(`data-bs-${normalizeDataKey(key)}`, value);\n },\n\n removeDataAttribute(element, key) {\n element.removeAttribute(`data-bs-${normalizeDataKey(key)}`);\n },\n\n getDataAttributes(element) {\n if (!element) {\n return {};\n }\n\n const attributes = {};\n const bsKeys = Object.keys(element.dataset).filter(key => key.startsWith('bs') && !key.startsWith('bsConfig'));\n\n for (const key of bsKeys) {\n let pureKey = key.replace(/^bs/, '');\n pureKey = pureKey.charAt(0).toLowerCase() + pureKey.slice(1, pureKey.length);\n attributes[pureKey] = normalizeData(element.dataset[key]);\n }\n\n return attributes;\n },\n\n getDataAttribute(element, key) {\n return normalizeData(element.getAttribute(`data-bs-${normalizeDataKey(key)}`));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/config.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Class definition\n */\n\nclass Config {\n // Getters\n static get Default() {\n return {};\n }\n\n static get DefaultType() {\n return {};\n }\n\n static get NAME() {\n throw new Error('You have to implement the static method \"NAME\", for each component!');\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n return config;\n }\n\n _mergeConfigObj(config, element) {\n const jsonConfig = isElement(element) ? Manipulator.getDataAttribute(element, 'config') : {}; // try to parse\n\n return { ...this.constructor.Default,\n ...(typeof jsonConfig === 'object' ? jsonConfig : {}),\n ...(isElement(element) ? Manipulator.getDataAttributes(element) : {}),\n ...(typeof config === 'object' ? config : {})\n };\n }\n\n _typeCheckConfig(config, configTypes = this.constructor.DefaultType) {\n for (const property of Object.keys(configTypes)) {\n const expectedTypes = configTypes[property];\n const value = config[property];\n const valueType = isElement(value) ? 'element' : toType(value);\n\n if (!new RegExp(expectedTypes).test(valueType)) {\n throw new TypeError(`${this.constructor.NAME.toUpperCase()}: Option \"${property}\" provided type \"${valueType}\" but expected type \"${expectedTypes}\".`);\n }\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): base-component.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst VERSION = '5.2.3';\n/**\n * Class definition\n */\n\nclass BaseComponent extends Config {\n constructor(element, config) {\n super();\n element = getElement(element);\n\n if (!element) {\n return;\n }\n\n this._element = element;\n this._config = this._getConfig(config);\n Data.set(this._element, this.constructor.DATA_KEY, this);\n } // Public\n\n\n dispose() {\n Data.remove(this._element, this.constructor.DATA_KEY);\n EventHandler.off(this._element, this.constructor.EVENT_KEY);\n\n for (const propertyName of Object.getOwnPropertyNames(this)) {\n this[propertyName] = null;\n }\n }\n\n _queueCallback(callback, element, isAnimated = true) {\n executeAfterTransition(callback, element, isAnimated);\n }\n\n _getConfig(config) {\n config = this._mergeConfigObj(config, this._element);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n } // Static\n\n\n static getInstance(element) {\n return Data.get(getElement(element), this.DATA_KEY);\n }\n\n static getOrCreateInstance(element, config = {}) {\n return this.getInstance(element) || new this(element, typeof config === 'object' ? config : null);\n }\n\n static get VERSION() {\n return VERSION;\n }\n\n static get DATA_KEY() {\n return `bs.${this.NAME}`;\n }\n\n static get EVENT_KEY() {\n return `.${this.DATA_KEY}`;\n }\n\n static eventName(name) {\n return `${name}${this.EVENT_KEY}`;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/component-functions.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n\nconst enableDismissTrigger = (component, method = 'hide') => {\n const clickEvent = `click.dismiss${component.EVENT_KEY}`;\n const name = component.NAME;\n EventHandler.on(document, clickEvent, `[data-bs-dismiss=\"${name}\"]`, function (event) {\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n const target = getElementFromSelector(this) || this.closest(`.${name}`);\n const instance = component.getOrCreateInstance(target); // Method argument is left, for Alert and only, as it doesn't implement the 'hide' method\n\n instance[method]();\n });\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): alert.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$f = 'alert';\nconst DATA_KEY$a = 'bs.alert';\nconst EVENT_KEY$b = `.${DATA_KEY$a}`;\nconst EVENT_CLOSE = `close${EVENT_KEY$b}`;\nconst EVENT_CLOSED = `closed${EVENT_KEY$b}`;\nconst CLASS_NAME_FADE$5 = 'fade';\nconst CLASS_NAME_SHOW$8 = 'show';\n/**\n * Class definition\n */\n\nclass Alert extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$f;\n } // Public\n\n\n close() {\n const closeEvent = EventHandler.trigger(this._element, EVENT_CLOSE);\n\n if (closeEvent.defaultPrevented) {\n return;\n }\n\n this._element.classList.remove(CLASS_NAME_SHOW$8);\n\n const isAnimated = this._element.classList.contains(CLASS_NAME_FADE$5);\n\n this._queueCallback(() => this._destroyElement(), this._element, isAnimated);\n } // Private\n\n\n _destroyElement() {\n this._element.remove();\n\n EventHandler.trigger(this._element, EVENT_CLOSED);\n this.dispose();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Alert.getOrCreateInstance(this);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nenableDismissTrigger(Alert, 'close');\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Alert);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): button.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$e = 'button';\nconst DATA_KEY$9 = 'bs.button';\nconst EVENT_KEY$a = `.${DATA_KEY$9}`;\nconst DATA_API_KEY$6 = '.data-api';\nconst CLASS_NAME_ACTIVE$3 = 'active';\nconst SELECTOR_DATA_TOGGLE$5 = '[data-bs-toggle=\"button\"]';\nconst EVENT_CLICK_DATA_API$6 = `click${EVENT_KEY$a}${DATA_API_KEY$6}`;\n/**\n * Class definition\n */\n\nclass Button extends BaseComponent {\n // Getters\n static get NAME() {\n return NAME$e;\n } // Public\n\n\n toggle() {\n // Toggle class and sync the `aria-pressed` attribute with the return value of the `.toggle()` method\n this._element.setAttribute('aria-pressed', this._element.classList.toggle(CLASS_NAME_ACTIVE$3));\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Button.getOrCreateInstance(this);\n\n if (config === 'toggle') {\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$6, SELECTOR_DATA_TOGGLE$5, event => {\n event.preventDefault();\n const button = event.target.closest(SELECTOR_DATA_TOGGLE$5);\n const data = Button.getOrCreateInstance(button);\n data.toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Button);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dom/selector-engine.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SelectorEngine = {\n find(selector, element = document.documentElement) {\n return [].concat(...Element.prototype.querySelectorAll.call(element, selector));\n },\n\n findOne(selector, element = document.documentElement) {\n return Element.prototype.querySelector.call(element, selector);\n },\n\n children(element, selector) {\n return [].concat(...element.children).filter(child => child.matches(selector));\n },\n\n parents(element, selector) {\n const parents = [];\n let ancestor = element.parentNode.closest(selector);\n\n while (ancestor) {\n parents.push(ancestor);\n ancestor = ancestor.parentNode.closest(selector);\n }\n\n return parents;\n },\n\n prev(element, selector) {\n let previous = element.previousElementSibling;\n\n while (previous) {\n if (previous.matches(selector)) {\n return [previous];\n }\n\n previous = previous.previousElementSibling;\n }\n\n return [];\n },\n\n // TODO: this is now unused; remove later along with prev()\n next(element, selector) {\n let next = element.nextElementSibling;\n\n while (next) {\n if (next.matches(selector)) {\n return [next];\n }\n\n next = next.nextElementSibling;\n }\n\n return [];\n },\n\n focusableChildren(element) {\n const focusables = ['a', 'button', 'input', 'textarea', 'select', 'details', '[tabindex]', '[contenteditable=\"true\"]'].map(selector => `${selector}:not([tabindex^=\"-\"])`).join(',');\n return this.find(focusables, element).filter(el => !isDisabled(el) && isVisible(el));\n }\n\n};\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/swipe.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$d = 'swipe';\nconst EVENT_KEY$9 = '.bs.swipe';\nconst EVENT_TOUCHSTART = `touchstart${EVENT_KEY$9}`;\nconst EVENT_TOUCHMOVE = `touchmove${EVENT_KEY$9}`;\nconst EVENT_TOUCHEND = `touchend${EVENT_KEY$9}`;\nconst EVENT_POINTERDOWN = `pointerdown${EVENT_KEY$9}`;\nconst EVENT_POINTERUP = `pointerup${EVENT_KEY$9}`;\nconst POINTER_TYPE_TOUCH = 'touch';\nconst POINTER_TYPE_PEN = 'pen';\nconst CLASS_NAME_POINTER_EVENT = 'pointer-event';\nconst SWIPE_THRESHOLD = 40;\nconst Default$c = {\n endCallback: null,\n leftCallback: null,\n rightCallback: null\n};\nconst DefaultType$c = {\n endCallback: '(function|null)',\n leftCallback: '(function|null)',\n rightCallback: '(function|null)'\n};\n/**\n * Class definition\n */\n\nclass Swipe extends Config {\n constructor(element, config) {\n super();\n this._element = element;\n\n if (!element || !Swipe.isSupported()) {\n return;\n }\n\n this._config = this._getConfig(config);\n this._deltaX = 0;\n this._supportPointerEvents = Boolean(window.PointerEvent);\n\n this._initEvents();\n } // Getters\n\n\n static get Default() {\n return Default$c;\n }\n\n static get DefaultType() {\n return DefaultType$c;\n }\n\n static get NAME() {\n return NAME$d;\n } // Public\n\n\n dispose() {\n EventHandler.off(this._element, EVENT_KEY$9);\n } // Private\n\n\n _start(event) {\n if (!this._supportPointerEvents) {\n this._deltaX = event.touches[0].clientX;\n return;\n }\n\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX;\n }\n }\n\n _end(event) {\n if (this._eventIsPointerPenTouch(event)) {\n this._deltaX = event.clientX - this._deltaX;\n }\n\n this._handleSwipe();\n\n execute(this._config.endCallback);\n }\n\n _move(event) {\n this._deltaX = event.touches && event.touches.length > 1 ? 0 : event.touches[0].clientX - this._deltaX;\n }\n\n _handleSwipe() {\n const absDeltaX = Math.abs(this._deltaX);\n\n if (absDeltaX <= SWIPE_THRESHOLD) {\n return;\n }\n\n const direction = absDeltaX / this._deltaX;\n this._deltaX = 0;\n\n if (!direction) {\n return;\n }\n\n execute(direction > 0 ? this._config.rightCallback : this._config.leftCallback);\n }\n\n _initEvents() {\n if (this._supportPointerEvents) {\n EventHandler.on(this._element, EVENT_POINTERDOWN, event => this._start(event));\n EventHandler.on(this._element, EVENT_POINTERUP, event => this._end(event));\n\n this._element.classList.add(CLASS_NAME_POINTER_EVENT);\n } else {\n EventHandler.on(this._element, EVENT_TOUCHSTART, event => this._start(event));\n EventHandler.on(this._element, EVENT_TOUCHMOVE, event => this._move(event));\n EventHandler.on(this._element, EVENT_TOUCHEND, event => this._end(event));\n }\n }\n\n _eventIsPointerPenTouch(event) {\n return this._supportPointerEvents && (event.pointerType === POINTER_TYPE_PEN || event.pointerType === POINTER_TYPE_TOUCH);\n } // Static\n\n\n static isSupported() {\n return 'ontouchstart' in document.documentElement || navigator.maxTouchPoints > 0;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): carousel.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$c = 'carousel';\nconst DATA_KEY$8 = 'bs.carousel';\nconst EVENT_KEY$8 = `.${DATA_KEY$8}`;\nconst DATA_API_KEY$5 = '.data-api';\nconst ARROW_LEFT_KEY$1 = 'ArrowLeft';\nconst ARROW_RIGHT_KEY$1 = 'ArrowRight';\nconst TOUCHEVENT_COMPAT_WAIT = 500; // Time for mouse compat events to fire after touch\n\nconst ORDER_NEXT = 'next';\nconst ORDER_PREV = 'prev';\nconst DIRECTION_LEFT = 'left';\nconst DIRECTION_RIGHT = 'right';\nconst EVENT_SLIDE = `slide${EVENT_KEY$8}`;\nconst EVENT_SLID = `slid${EVENT_KEY$8}`;\nconst EVENT_KEYDOWN$1 = `keydown${EVENT_KEY$8}`;\nconst EVENT_MOUSEENTER$1 = `mouseenter${EVENT_KEY$8}`;\nconst EVENT_MOUSELEAVE$1 = `mouseleave${EVENT_KEY$8}`;\nconst EVENT_DRAG_START = `dragstart${EVENT_KEY$8}`;\nconst EVENT_LOAD_DATA_API$3 = `load${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst EVENT_CLICK_DATA_API$5 = `click${EVENT_KEY$8}${DATA_API_KEY$5}`;\nconst CLASS_NAME_CAROUSEL = 'carousel';\nconst CLASS_NAME_ACTIVE$2 = 'active';\nconst CLASS_NAME_SLIDE = 'slide';\nconst CLASS_NAME_END = 'carousel-item-end';\nconst CLASS_NAME_START = 'carousel-item-start';\nconst CLASS_NAME_NEXT = 'carousel-item-next';\nconst CLASS_NAME_PREV = 'carousel-item-prev';\nconst SELECTOR_ACTIVE = '.active';\nconst SELECTOR_ITEM = '.carousel-item';\nconst SELECTOR_ACTIVE_ITEM = SELECTOR_ACTIVE + SELECTOR_ITEM;\nconst SELECTOR_ITEM_IMG = '.carousel-item img';\nconst SELECTOR_INDICATORS = '.carousel-indicators';\nconst SELECTOR_DATA_SLIDE = '[data-bs-slide], [data-bs-slide-to]';\nconst SELECTOR_DATA_RIDE = '[data-bs-ride=\"carousel\"]';\nconst KEY_TO_DIRECTION = {\n [ARROW_LEFT_KEY$1]: DIRECTION_RIGHT,\n [ARROW_RIGHT_KEY$1]: DIRECTION_LEFT\n};\nconst Default$b = {\n interval: 5000,\n keyboard: true,\n pause: 'hover',\n ride: false,\n touch: true,\n wrap: true\n};\nconst DefaultType$b = {\n interval: '(number|boolean)',\n // TODO:v6 remove boolean support\n keyboard: 'boolean',\n pause: '(string|boolean)',\n ride: '(boolean|string)',\n touch: 'boolean',\n wrap: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Carousel extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._interval = null;\n this._activeElement = null;\n this._isSliding = false;\n this.touchTimeout = null;\n this._swipeHelper = null;\n this._indicatorsElement = SelectorEngine.findOne(SELECTOR_INDICATORS, this._element);\n\n this._addEventListeners();\n\n if (this._config.ride === CLASS_NAME_CAROUSEL) {\n this.cycle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$b;\n }\n\n static get DefaultType() {\n return DefaultType$b;\n }\n\n static get NAME() {\n return NAME$c;\n } // Public\n\n\n next() {\n this._slide(ORDER_NEXT);\n }\n\n nextWhenVisible() {\n // FIXME TODO use `document.visibilityState`\n // Don't call next when the page isn't visible\n // or the carousel or its parent isn't visible\n if (!document.hidden && isVisible(this._element)) {\n this.next();\n }\n }\n\n prev() {\n this._slide(ORDER_PREV);\n }\n\n pause() {\n if (this._isSliding) {\n triggerTransitionEnd(this._element);\n }\n\n this._clearInterval();\n }\n\n cycle() {\n this._clearInterval();\n\n this._updateInterval();\n\n this._interval = setInterval(() => this.nextWhenVisible(), this._config.interval);\n }\n\n _maybeEnableCycle() {\n if (!this._config.ride) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.cycle());\n return;\n }\n\n this.cycle();\n }\n\n to(index) {\n const items = this._getItems();\n\n if (index > items.length - 1 || index < 0) {\n return;\n }\n\n if (this._isSliding) {\n EventHandler.one(this._element, EVENT_SLID, () => this.to(index));\n return;\n }\n\n const activeIndex = this._getItemIndex(this._getActive());\n\n if (activeIndex === index) {\n return;\n }\n\n const order = index > activeIndex ? ORDER_NEXT : ORDER_PREV;\n\n this._slide(order, items[index]);\n }\n\n dispose() {\n if (this._swipeHelper) {\n this._swipeHelper.dispose();\n }\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n config.defaultInterval = config.interval;\n return config;\n }\n\n _addEventListeners() {\n if (this._config.keyboard) {\n EventHandler.on(this._element, EVENT_KEYDOWN$1, event => this._keydown(event));\n }\n\n if (this._config.pause === 'hover') {\n EventHandler.on(this._element, EVENT_MOUSEENTER$1, () => this.pause());\n EventHandler.on(this._element, EVENT_MOUSELEAVE$1, () => this._maybeEnableCycle());\n }\n\n if (this._config.touch && Swipe.isSupported()) {\n this._addTouchEventListeners();\n }\n }\n\n _addTouchEventListeners() {\n for (const img of SelectorEngine.find(SELECTOR_ITEM_IMG, this._element)) {\n EventHandler.on(img, EVENT_DRAG_START, event => event.preventDefault());\n }\n\n const endCallBack = () => {\n if (this._config.pause !== 'hover') {\n return;\n } // If it's a touch-enabled device, mouseenter/leave are fired as\n // part of the mouse compatibility events on first tap - the carousel\n // would stop cycling until user tapped out of it;\n // here, we listen for touchend, explicitly pause the carousel\n // (as if it's the second time we tap on it, mouseenter compat event\n // is NOT fired) and after a timeout (to allow for mouse compatibility\n // events to fire) we explicitly restart cycling\n\n\n this.pause();\n\n if (this.touchTimeout) {\n clearTimeout(this.touchTimeout);\n }\n\n this.touchTimeout = setTimeout(() => this._maybeEnableCycle(), TOUCHEVENT_COMPAT_WAIT + this._config.interval);\n };\n\n const swipeConfig = {\n leftCallback: () => this._slide(this._directionToOrder(DIRECTION_LEFT)),\n rightCallback: () => this._slide(this._directionToOrder(DIRECTION_RIGHT)),\n endCallback: endCallBack\n };\n this._swipeHelper = new Swipe(this._element, swipeConfig);\n }\n\n _keydown(event) {\n if (/input|textarea/i.test(event.target.tagName)) {\n return;\n }\n\n const direction = KEY_TO_DIRECTION[event.key];\n\n if (direction) {\n event.preventDefault();\n\n this._slide(this._directionToOrder(direction));\n }\n }\n\n _getItemIndex(element) {\n return this._getItems().indexOf(element);\n }\n\n _setActiveIndicatorElement(index) {\n if (!this._indicatorsElement) {\n return;\n }\n\n const activeIndicator = SelectorEngine.findOne(SELECTOR_ACTIVE, this._indicatorsElement);\n activeIndicator.classList.remove(CLASS_NAME_ACTIVE$2);\n activeIndicator.removeAttribute('aria-current');\n const newActiveIndicator = SelectorEngine.findOne(`[data-bs-slide-to=\"${index}\"]`, this._indicatorsElement);\n\n if (newActiveIndicator) {\n newActiveIndicator.classList.add(CLASS_NAME_ACTIVE$2);\n newActiveIndicator.setAttribute('aria-current', 'true');\n }\n }\n\n _updateInterval() {\n const element = this._activeElement || this._getActive();\n\n if (!element) {\n return;\n }\n\n const elementInterval = Number.parseInt(element.getAttribute('data-bs-interval'), 10);\n this._config.interval = elementInterval || this._config.defaultInterval;\n }\n\n _slide(order, element = null) {\n if (this._isSliding) {\n return;\n }\n\n const activeElement = this._getActive();\n\n const isNext = order === ORDER_NEXT;\n const nextElement = element || getNextActiveElement(this._getItems(), activeElement, isNext, this._config.wrap);\n\n if (nextElement === activeElement) {\n return;\n }\n\n const nextElementIndex = this._getItemIndex(nextElement);\n\n const triggerEvent = eventName => {\n return EventHandler.trigger(this._element, eventName, {\n relatedTarget: nextElement,\n direction: this._orderToDirection(order),\n from: this._getItemIndex(activeElement),\n to: nextElementIndex\n });\n };\n\n const slideEvent = triggerEvent(EVENT_SLIDE);\n\n if (slideEvent.defaultPrevented) {\n return;\n }\n\n if (!activeElement || !nextElement) {\n // Some weirdness is happening, so we bail\n // todo: change tests that use empty divs to avoid this check\n return;\n }\n\n const isCycling = Boolean(this._interval);\n this.pause();\n this._isSliding = true;\n\n this._setActiveIndicatorElement(nextElementIndex);\n\n this._activeElement = nextElement;\n const directionalClassName = isNext ? CLASS_NAME_START : CLASS_NAME_END;\n const orderClassName = isNext ? CLASS_NAME_NEXT : CLASS_NAME_PREV;\n nextElement.classList.add(orderClassName);\n reflow(nextElement);\n activeElement.classList.add(directionalClassName);\n nextElement.classList.add(directionalClassName);\n\n const completeCallBack = () => {\n nextElement.classList.remove(directionalClassName, orderClassName);\n nextElement.classList.add(CLASS_NAME_ACTIVE$2);\n activeElement.classList.remove(CLASS_NAME_ACTIVE$2, orderClassName, directionalClassName);\n this._isSliding = false;\n triggerEvent(EVENT_SLID);\n };\n\n this._queueCallback(completeCallBack, activeElement, this._isAnimated());\n\n if (isCycling) {\n this.cycle();\n }\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_SLIDE);\n }\n\n _getActive() {\n return SelectorEngine.findOne(SELECTOR_ACTIVE_ITEM, this._element);\n }\n\n _getItems() {\n return SelectorEngine.find(SELECTOR_ITEM, this._element);\n }\n\n _clearInterval() {\n if (this._interval) {\n clearInterval(this._interval);\n this._interval = null;\n }\n }\n\n _directionToOrder(direction) {\n if (isRTL()) {\n return direction === DIRECTION_LEFT ? ORDER_PREV : ORDER_NEXT;\n }\n\n return direction === DIRECTION_LEFT ? ORDER_NEXT : ORDER_PREV;\n }\n\n _orderToDirection(order) {\n if (isRTL()) {\n return order === ORDER_PREV ? DIRECTION_LEFT : DIRECTION_RIGHT;\n }\n\n return order === ORDER_PREV ? DIRECTION_RIGHT : DIRECTION_LEFT;\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Carousel.getOrCreateInstance(this, config);\n\n if (typeof config === 'number') {\n data.to(config);\n return;\n }\n\n if (typeof config === 'string') {\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$5, SELECTOR_DATA_SLIDE, function (event) {\n const target = getElementFromSelector(this);\n\n if (!target || !target.classList.contains(CLASS_NAME_CAROUSEL)) {\n return;\n }\n\n event.preventDefault();\n const carousel = Carousel.getOrCreateInstance(target);\n const slideIndex = this.getAttribute('data-bs-slide-to');\n\n if (slideIndex) {\n carousel.to(slideIndex);\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n if (Manipulator.getDataAttribute(this, 'slide') === 'next') {\n carousel.next();\n\n carousel._maybeEnableCycle();\n\n return;\n }\n\n carousel.prev();\n\n carousel._maybeEnableCycle();\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$3, () => {\n const carousels = SelectorEngine.find(SELECTOR_DATA_RIDE);\n\n for (const carousel of carousels) {\n Carousel.getOrCreateInstance(carousel);\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Carousel);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): collapse.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$b = 'collapse';\nconst DATA_KEY$7 = 'bs.collapse';\nconst EVENT_KEY$7 = `.${DATA_KEY$7}`;\nconst DATA_API_KEY$4 = '.data-api';\nconst EVENT_SHOW$6 = `show${EVENT_KEY$7}`;\nconst EVENT_SHOWN$6 = `shown${EVENT_KEY$7}`;\nconst EVENT_HIDE$6 = `hide${EVENT_KEY$7}`;\nconst EVENT_HIDDEN$6 = `hidden${EVENT_KEY$7}`;\nconst EVENT_CLICK_DATA_API$4 = `click${EVENT_KEY$7}${DATA_API_KEY$4}`;\nconst CLASS_NAME_SHOW$7 = 'show';\nconst CLASS_NAME_COLLAPSE = 'collapse';\nconst CLASS_NAME_COLLAPSING = 'collapsing';\nconst CLASS_NAME_COLLAPSED = 'collapsed';\nconst CLASS_NAME_DEEPER_CHILDREN = `:scope .${CLASS_NAME_COLLAPSE} .${CLASS_NAME_COLLAPSE}`;\nconst CLASS_NAME_HORIZONTAL = 'collapse-horizontal';\nconst WIDTH = 'width';\nconst HEIGHT = 'height';\nconst SELECTOR_ACTIVES = '.collapse.show, .collapse.collapsing';\nconst SELECTOR_DATA_TOGGLE$4 = '[data-bs-toggle=\"collapse\"]';\nconst Default$a = {\n parent: null,\n toggle: true\n};\nconst DefaultType$a = {\n parent: '(null|element)',\n toggle: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Collapse extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isTransitioning = false;\n this._triggerArray = [];\n const toggleList = SelectorEngine.find(SELECTOR_DATA_TOGGLE$4);\n\n for (const elem of toggleList) {\n const selector = getSelectorFromElement(elem);\n const filterElement = SelectorEngine.find(selector).filter(foundElement => foundElement === this._element);\n\n if (selector !== null && filterElement.length) {\n this._triggerArray.push(elem);\n }\n }\n\n this._initializeChildren();\n\n if (!this._config.parent) {\n this._addAriaAndCollapsedClass(this._triggerArray, this._isShown());\n }\n\n if (this._config.toggle) {\n this.toggle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$a;\n }\n\n static get DefaultType() {\n return DefaultType$a;\n }\n\n static get NAME() {\n return NAME$b;\n } // Public\n\n\n toggle() {\n if (this._isShown()) {\n this.hide();\n } else {\n this.show();\n }\n }\n\n show() {\n if (this._isTransitioning || this._isShown()) {\n return;\n }\n\n let activeChildren = []; // find active children\n\n if (this._config.parent) {\n activeChildren = this._getFirstLevelChildren(SELECTOR_ACTIVES).filter(element => element !== this._element).map(element => Collapse.getOrCreateInstance(element, {\n toggle: false\n }));\n }\n\n if (activeChildren.length && activeChildren[0]._isTransitioning) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_SHOW$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n for (const activeInstance of activeChildren) {\n activeInstance.hide();\n }\n\n const dimension = this._getDimension();\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.style[dimension] = 0;\n\n this._addAriaAndCollapsedClass(this._triggerArray, true);\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n this._element.style[dimension] = '';\n EventHandler.trigger(this._element, EVENT_SHOWN$6);\n };\n\n const capitalizedDimension = dimension[0].toUpperCase() + dimension.slice(1);\n const scrollSize = `scroll${capitalizedDimension}`;\n\n this._queueCallback(complete, this._element, true);\n\n this._element.style[dimension] = `${this._element[scrollSize]}px`;\n }\n\n hide() {\n if (this._isTransitioning || !this._isShown()) {\n return;\n }\n\n const startEvent = EventHandler.trigger(this._element, EVENT_HIDE$6);\n\n if (startEvent.defaultPrevented) {\n return;\n }\n\n const dimension = this._getDimension();\n\n this._element.style[dimension] = `${this._element.getBoundingClientRect()[dimension]}px`;\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_COLLAPSING);\n\n this._element.classList.remove(CLASS_NAME_COLLAPSE, CLASS_NAME_SHOW$7);\n\n for (const trigger of this._triggerArray) {\n const element = getElementFromSelector(trigger);\n\n if (element && !this._isShown(element)) {\n this._addAriaAndCollapsedClass([trigger], false);\n }\n }\n\n this._isTransitioning = true;\n\n const complete = () => {\n this._isTransitioning = false;\n\n this._element.classList.remove(CLASS_NAME_COLLAPSING);\n\n this._element.classList.add(CLASS_NAME_COLLAPSE);\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$6);\n };\n\n this._element.style[dimension] = '';\n\n this._queueCallback(complete, this._element, true);\n }\n\n _isShown(element = this._element) {\n return element.classList.contains(CLASS_NAME_SHOW$7);\n } // Private\n\n\n _configAfterMerge(config) {\n config.toggle = Boolean(config.toggle); // Coerce string values\n\n config.parent = getElement(config.parent);\n return config;\n }\n\n _getDimension() {\n return this._element.classList.contains(CLASS_NAME_HORIZONTAL) ? WIDTH : HEIGHT;\n }\n\n _initializeChildren() {\n if (!this._config.parent) {\n return;\n }\n\n const children = this._getFirstLevelChildren(SELECTOR_DATA_TOGGLE$4);\n\n for (const element of children) {\n const selected = getElementFromSelector(element);\n\n if (selected) {\n this._addAriaAndCollapsedClass([element], this._isShown(selected));\n }\n }\n }\n\n _getFirstLevelChildren(selector) {\n const children = SelectorEngine.find(CLASS_NAME_DEEPER_CHILDREN, this._config.parent); // remove children if greater depth\n\n return SelectorEngine.find(selector, this._config.parent).filter(element => !children.includes(element));\n }\n\n _addAriaAndCollapsedClass(triggerArray, isOpen) {\n if (!triggerArray.length) {\n return;\n }\n\n for (const element of triggerArray) {\n element.classList.toggle(CLASS_NAME_COLLAPSED, !isOpen);\n element.setAttribute('aria-expanded', isOpen);\n }\n } // Static\n\n\n static jQueryInterface(config) {\n const _config = {};\n\n if (typeof config === 'string' && /show|hide/.test(config)) {\n _config.toggle = false;\n }\n\n return this.each(function () {\n const data = Collapse.getOrCreateInstance(this, _config);\n\n if (typeof config === 'string') {\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n }\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$4, SELECTOR_DATA_TOGGLE$4, function (event) {\n // preventDefault only for elements (which change the URL) not inside the collapsible element\n if (event.target.tagName === 'A' || event.delegateTarget && event.delegateTarget.tagName === 'A') {\n event.preventDefault();\n }\n\n const selector = getSelectorFromElement(this);\n const selectorElements = SelectorEngine.find(selector);\n\n for (const element of selectorElements) {\n Collapse.getOrCreateInstance(element, {\n toggle: false\n }).toggle();\n }\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Collapse);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): dropdown.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$a = 'dropdown';\nconst DATA_KEY$6 = 'bs.dropdown';\nconst EVENT_KEY$6 = `.${DATA_KEY$6}`;\nconst DATA_API_KEY$3 = '.data-api';\nconst ESCAPE_KEY$2 = 'Escape';\nconst TAB_KEY$1 = 'Tab';\nconst ARROW_UP_KEY$1 = 'ArrowUp';\nconst ARROW_DOWN_KEY$1 = 'ArrowDown';\nconst RIGHT_MOUSE_BUTTON = 2; // MouseEvent.button value for the secondary button, usually the right button\n\nconst EVENT_HIDE$5 = `hide${EVENT_KEY$6}`;\nconst EVENT_HIDDEN$5 = `hidden${EVENT_KEY$6}`;\nconst EVENT_SHOW$5 = `show${EVENT_KEY$6}`;\nconst EVENT_SHOWN$5 = `shown${EVENT_KEY$6}`;\nconst EVENT_CLICK_DATA_API$3 = `click${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYDOWN_DATA_API = `keydown${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst EVENT_KEYUP_DATA_API = `keyup${EVENT_KEY$6}${DATA_API_KEY$3}`;\nconst CLASS_NAME_SHOW$6 = 'show';\nconst CLASS_NAME_DROPUP = 'dropup';\nconst CLASS_NAME_DROPEND = 'dropend';\nconst CLASS_NAME_DROPSTART = 'dropstart';\nconst CLASS_NAME_DROPUP_CENTER = 'dropup-center';\nconst CLASS_NAME_DROPDOWN_CENTER = 'dropdown-center';\nconst SELECTOR_DATA_TOGGLE$3 = '[data-bs-toggle=\"dropdown\"]:not(.disabled):not(:disabled)';\nconst SELECTOR_DATA_TOGGLE_SHOWN = `${SELECTOR_DATA_TOGGLE$3}.${CLASS_NAME_SHOW$6}`;\nconst SELECTOR_MENU = '.dropdown-menu';\nconst SELECTOR_NAVBAR = '.navbar';\nconst SELECTOR_NAVBAR_NAV = '.navbar-nav';\nconst SELECTOR_VISIBLE_ITEMS = '.dropdown-menu .dropdown-item:not(.disabled):not(:disabled)';\nconst PLACEMENT_TOP = isRTL() ? 'top-end' : 'top-start';\nconst PLACEMENT_TOPEND = isRTL() ? 'top-start' : 'top-end';\nconst PLACEMENT_BOTTOM = isRTL() ? 'bottom-end' : 'bottom-start';\nconst PLACEMENT_BOTTOMEND = isRTL() ? 'bottom-start' : 'bottom-end';\nconst PLACEMENT_RIGHT = isRTL() ? 'left-start' : 'right-start';\nconst PLACEMENT_LEFT = isRTL() ? 'right-start' : 'left-start';\nconst PLACEMENT_TOPCENTER = 'top';\nconst PLACEMENT_BOTTOMCENTER = 'bottom';\nconst Default$9 = {\n autoClose: true,\n boundary: 'clippingParents',\n display: 'dynamic',\n offset: [0, 2],\n popperConfig: null,\n reference: 'toggle'\n};\nconst DefaultType$9 = {\n autoClose: '(boolean|string)',\n boundary: '(string|element)',\n display: 'string',\n offset: '(array|string|function)',\n popperConfig: '(null|object|function)',\n reference: '(string|element|object)'\n};\n/**\n * Class definition\n */\n\nclass Dropdown extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._popper = null;\n this._parent = this._element.parentNode; // dropdown wrapper\n // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n this._menu = SelectorEngine.next(this._element, SELECTOR_MENU)[0] || SelectorEngine.prev(this._element, SELECTOR_MENU)[0] || SelectorEngine.findOne(SELECTOR_MENU, this._parent);\n this._inNavbar = this._detectNavbar();\n } // Getters\n\n\n static get Default() {\n return Default$9;\n }\n\n static get DefaultType() {\n return DefaultType$9;\n }\n\n static get NAME() {\n return NAME$a;\n } // Public\n\n\n toggle() {\n return this._isShown() ? this.hide() : this.show();\n }\n\n show() {\n if (isDisabled(this._element) || this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$5, relatedTarget);\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._createPopper(); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n\n if ('ontouchstart' in document.documentElement && !this._parent.closest(SELECTOR_NAVBAR_NAV)) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n this._element.focus();\n\n this._element.setAttribute('aria-expanded', true);\n\n this._menu.classList.add(CLASS_NAME_SHOW$6);\n\n this._element.classList.add(CLASS_NAME_SHOW$6);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$5, relatedTarget);\n }\n\n hide() {\n if (isDisabled(this._element) || !this._isShown()) {\n return;\n }\n\n const relatedTarget = {\n relatedTarget: this._element\n };\n\n this._completeHide(relatedTarget);\n }\n\n dispose() {\n if (this._popper) {\n this._popper.destroy();\n }\n\n super.dispose();\n }\n\n update() {\n this._inNavbar = this._detectNavbar();\n\n if (this._popper) {\n this._popper.update();\n }\n } // Private\n\n\n _completeHide(relatedTarget) {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$5, relatedTarget);\n\n if (hideEvent.defaultPrevented) {\n return;\n } // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n if (this._popper) {\n this._popper.destroy();\n }\n\n this._menu.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.classList.remove(CLASS_NAME_SHOW$6);\n\n this._element.setAttribute('aria-expanded', 'false');\n\n Manipulator.removeDataAttribute(this._menu, 'popper');\n EventHandler.trigger(this._element, EVENT_HIDDEN$5, relatedTarget);\n }\n\n _getConfig(config) {\n config = super._getConfig(config);\n\n if (typeof config.reference === 'object' && !isElement(config.reference) && typeof config.reference.getBoundingClientRect !== 'function') {\n // Popper virtual elements require a getBoundingClientRect method\n throw new TypeError(`${NAME$a.toUpperCase()}: Option \"reference\" provided type \"object\" without a required \"getBoundingClientRect\" method.`);\n }\n\n return config;\n }\n\n _createPopper() {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s dropdowns require Popper (https://popper.js.org)');\n }\n\n let referenceElement = this._element;\n\n if (this._config.reference === 'parent') {\n referenceElement = this._parent;\n } else if (isElement(this._config.reference)) {\n referenceElement = getElement(this._config.reference);\n } else if (typeof this._config.reference === 'object') {\n referenceElement = this._config.reference;\n }\n\n const popperConfig = this._getPopperConfig();\n\n this._popper = Popper.createPopper(referenceElement, this._menu, popperConfig);\n }\n\n _isShown() {\n return this._menu.classList.contains(CLASS_NAME_SHOW$6);\n }\n\n _getPlacement() {\n const parentDropdown = this._parent;\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPEND)) {\n return PLACEMENT_RIGHT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPSTART)) {\n return PLACEMENT_LEFT;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP_CENTER)) {\n return PLACEMENT_TOPCENTER;\n }\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPDOWN_CENTER)) {\n return PLACEMENT_BOTTOMCENTER;\n } // We need to trim the value because custom properties can also include spaces\n\n\n const isEnd = getComputedStyle(this._menu).getPropertyValue('--bs-position').trim() === 'end';\n\n if (parentDropdown.classList.contains(CLASS_NAME_DROPUP)) {\n return isEnd ? PLACEMENT_TOPEND : PLACEMENT_TOP;\n }\n\n return isEnd ? PLACEMENT_BOTTOMEND : PLACEMENT_BOTTOM;\n }\n\n _detectNavbar() {\n return this._element.closest(SELECTOR_NAVBAR) !== null;\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _getPopperConfig() {\n const defaultBsPopperConfig = {\n placement: this._getPlacement(),\n modifiers: [{\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }]\n }; // Disable Popper if we have a static display or Dropdown is in Navbar\n\n if (this._inNavbar || this._config.display === 'static') {\n Manipulator.setDataAttribute(this._menu, 'popper', 'static'); // todo:v6 remove\n\n defaultBsPopperConfig.modifiers = [{\n name: 'applyStyles',\n enabled: false\n }];\n }\n\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _selectMenuItem({\n key,\n target\n }) {\n const items = SelectorEngine.find(SELECTOR_VISIBLE_ITEMS, this._menu).filter(element => isVisible(element));\n\n if (!items.length) {\n return;\n } // if target isn't included in items (e.g. when expanding the dropdown)\n // allow cycling to get the last item in case key equals ARROW_UP_KEY\n\n\n getNextActiveElement(items, target, key === ARROW_DOWN_KEY$1, !items.includes(target)).focus();\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Dropdown.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n static clearMenus(event) {\n if (event.button === RIGHT_MOUSE_BUTTON || event.type === 'keyup' && event.key !== TAB_KEY$1) {\n return;\n }\n\n const openToggles = SelectorEngine.find(SELECTOR_DATA_TOGGLE_SHOWN);\n\n for (const toggle of openToggles) {\n const context = Dropdown.getInstance(toggle);\n\n if (!context || context._config.autoClose === false) {\n continue;\n }\n\n const composedPath = event.composedPath();\n const isMenuTarget = composedPath.includes(context._menu);\n\n if (composedPath.includes(context._element) || context._config.autoClose === 'inside' && !isMenuTarget || context._config.autoClose === 'outside' && isMenuTarget) {\n continue;\n } // Tab navigation through the dropdown menu or events from contained inputs shouldn't close the menu\n\n\n if (context._menu.contains(event.target) && (event.type === 'keyup' && event.key === TAB_KEY$1 || /input|select|option|textarea|form/i.test(event.target.tagName))) {\n continue;\n }\n\n const relatedTarget = {\n relatedTarget: context._element\n };\n\n if (event.type === 'click') {\n relatedTarget.clickEvent = event;\n }\n\n context._completeHide(relatedTarget);\n }\n }\n\n static dataApiKeydownHandler(event) {\n // If not an UP | DOWN | ESCAPE key => not a dropdown command\n // If input/textarea && if key is other than ESCAPE => not a dropdown command\n const isInput = /input|textarea/i.test(event.target.tagName);\n const isEscapeEvent = event.key === ESCAPE_KEY$2;\n const isUpOrDownEvent = [ARROW_UP_KEY$1, ARROW_DOWN_KEY$1].includes(event.key);\n\n if (!isUpOrDownEvent && !isEscapeEvent) {\n return;\n }\n\n if (isInput && !isEscapeEvent) {\n return;\n }\n\n event.preventDefault(); // todo: v6 revert #37011 & change markup https://getbootstrap.com/docs/5.2/forms/input-group/\n\n const getToggleButton = this.matches(SELECTOR_DATA_TOGGLE$3) ? this : SelectorEngine.prev(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.next(this, SELECTOR_DATA_TOGGLE$3)[0] || SelectorEngine.findOne(SELECTOR_DATA_TOGGLE$3, event.delegateTarget.parentNode);\n const instance = Dropdown.getOrCreateInstance(getToggleButton);\n\n if (isUpOrDownEvent) {\n event.stopPropagation();\n instance.show();\n\n instance._selectMenuItem(event);\n\n return;\n }\n\n if (instance._isShown()) {\n // else is escape and we check if it is shown\n event.stopPropagation();\n instance.hide();\n getToggleButton.focus();\n }\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_DATA_TOGGLE$3, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_KEYDOWN_DATA_API, SELECTOR_MENU, Dropdown.dataApiKeydownHandler);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_KEYUP_DATA_API, Dropdown.clearMenus);\nEventHandler.on(document, EVENT_CLICK_DATA_API$3, SELECTOR_DATA_TOGGLE$3, function (event) {\n event.preventDefault();\n Dropdown.getOrCreateInstance(this).toggle();\n});\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Dropdown);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/scrollBar.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst SELECTOR_FIXED_CONTENT = '.fixed-top, .fixed-bottom, .is-fixed, .sticky-top';\nconst SELECTOR_STICKY_CONTENT = '.sticky-top';\nconst PROPERTY_PADDING = 'padding-right';\nconst PROPERTY_MARGIN = 'margin-right';\n/**\n * Class definition\n */\n\nclass ScrollBarHelper {\n constructor() {\n this._element = document.body;\n } // Public\n\n\n getWidth() {\n // https://developer.mozilla.org/en-US/docs/Web/API/Window/innerWidth#usage_notes\n const documentWidth = document.documentElement.clientWidth;\n return Math.abs(window.innerWidth - documentWidth);\n }\n\n hide() {\n const width = this.getWidth();\n\n this._disableOverFlow(); // give padding to element to balance the hidden scrollbar width\n\n\n this._setElementAttributes(this._element, PROPERTY_PADDING, calculatedValue => calculatedValue + width); // trick: We adjust positive paddingRight and negative marginRight to sticky-top elements to keep showing fullwidth\n\n\n this._setElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING, calculatedValue => calculatedValue + width);\n\n this._setElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN, calculatedValue => calculatedValue - width);\n }\n\n reset() {\n this._resetElementAttributes(this._element, 'overflow');\n\n this._resetElementAttributes(this._element, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_FIXED_CONTENT, PROPERTY_PADDING);\n\n this._resetElementAttributes(SELECTOR_STICKY_CONTENT, PROPERTY_MARGIN);\n }\n\n isOverflowing() {\n return this.getWidth() > 0;\n } // Private\n\n\n _disableOverFlow() {\n this._saveInitialAttribute(this._element, 'overflow');\n\n this._element.style.overflow = 'hidden';\n }\n\n _setElementAttributes(selector, styleProperty, callback) {\n const scrollbarWidth = this.getWidth();\n\n const manipulationCallBack = element => {\n if (element !== this._element && window.innerWidth > element.clientWidth + scrollbarWidth) {\n return;\n }\n\n this._saveInitialAttribute(element, styleProperty);\n\n const calculatedValue = window.getComputedStyle(element).getPropertyValue(styleProperty);\n element.style.setProperty(styleProperty, `${callback(Number.parseFloat(calculatedValue))}px`);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _saveInitialAttribute(element, styleProperty) {\n const actualValue = element.style.getPropertyValue(styleProperty);\n\n if (actualValue) {\n Manipulator.setDataAttribute(element, styleProperty, actualValue);\n }\n }\n\n _resetElementAttributes(selector, styleProperty) {\n const manipulationCallBack = element => {\n const value = Manipulator.getDataAttribute(element, styleProperty); // We only want to remove the property if the value is `null`; the value can also be zero\n\n if (value === null) {\n element.style.removeProperty(styleProperty);\n return;\n }\n\n Manipulator.removeDataAttribute(element, styleProperty);\n element.style.setProperty(styleProperty, value);\n };\n\n this._applyManipulationCallback(selector, manipulationCallBack);\n }\n\n _applyManipulationCallback(selector, callBack) {\n if (isElement(selector)) {\n callBack(selector);\n return;\n }\n\n for (const sel of SelectorEngine.find(selector, this._element)) {\n callBack(sel);\n }\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/backdrop.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$9 = 'backdrop';\nconst CLASS_NAME_FADE$4 = 'fade';\nconst CLASS_NAME_SHOW$5 = 'show';\nconst EVENT_MOUSEDOWN = `mousedown.bs.${NAME$9}`;\nconst Default$8 = {\n className: 'modal-backdrop',\n clickCallback: null,\n isAnimated: false,\n isVisible: true,\n // if false, we use the backdrop helper without adding any element to the dom\n rootElement: 'body' // give the choice to place backdrop under different elements\n\n};\nconst DefaultType$8 = {\n className: 'string',\n clickCallback: '(function|null)',\n isAnimated: 'boolean',\n isVisible: 'boolean',\n rootElement: '(element|string)'\n};\n/**\n * Class definition\n */\n\nclass Backdrop extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isAppended = false;\n this._element = null;\n } // Getters\n\n\n static get Default() {\n return Default$8;\n }\n\n static get DefaultType() {\n return DefaultType$8;\n }\n\n static get NAME() {\n return NAME$9;\n } // Public\n\n\n show(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._append();\n\n const element = this._getElement();\n\n if (this._config.isAnimated) {\n reflow(element);\n }\n\n element.classList.add(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n execute(callback);\n });\n }\n\n hide(callback) {\n if (!this._config.isVisible) {\n execute(callback);\n return;\n }\n\n this._getElement().classList.remove(CLASS_NAME_SHOW$5);\n\n this._emulateAnimation(() => {\n this.dispose();\n execute(callback);\n });\n }\n\n dispose() {\n if (!this._isAppended) {\n return;\n }\n\n EventHandler.off(this._element, EVENT_MOUSEDOWN);\n\n this._element.remove();\n\n this._isAppended = false;\n } // Private\n\n\n _getElement() {\n if (!this._element) {\n const backdrop = document.createElement('div');\n backdrop.className = this._config.className;\n\n if (this._config.isAnimated) {\n backdrop.classList.add(CLASS_NAME_FADE$4);\n }\n\n this._element = backdrop;\n }\n\n return this._element;\n }\n\n _configAfterMerge(config) {\n // use getElement() with the default \"body\" to get a fresh Element on each instantiation\n config.rootElement = getElement(config.rootElement);\n return config;\n }\n\n _append() {\n if (this._isAppended) {\n return;\n }\n\n const element = this._getElement();\n\n this._config.rootElement.append(element);\n\n EventHandler.on(element, EVENT_MOUSEDOWN, () => {\n execute(this._config.clickCallback);\n });\n this._isAppended = true;\n }\n\n _emulateAnimation(callback) {\n executeAfterTransition(callback, this._getElement(), this._config.isAnimated);\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/focustrap.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$8 = 'focustrap';\nconst DATA_KEY$5 = 'bs.focustrap';\nconst EVENT_KEY$5 = `.${DATA_KEY$5}`;\nconst EVENT_FOCUSIN$2 = `focusin${EVENT_KEY$5}`;\nconst EVENT_KEYDOWN_TAB = `keydown.tab${EVENT_KEY$5}`;\nconst TAB_KEY = 'Tab';\nconst TAB_NAV_FORWARD = 'forward';\nconst TAB_NAV_BACKWARD = 'backward';\nconst Default$7 = {\n autofocus: true,\n trapElement: null // The element to trap focus inside of\n\n};\nconst DefaultType$7 = {\n autofocus: 'boolean',\n trapElement: 'element'\n};\n/**\n * Class definition\n */\n\nclass FocusTrap extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n this._isActive = false;\n this._lastTabNavDirection = null;\n } // Getters\n\n\n static get Default() {\n return Default$7;\n }\n\n static get DefaultType() {\n return DefaultType$7;\n }\n\n static get NAME() {\n return NAME$8;\n } // Public\n\n\n activate() {\n if (this._isActive) {\n return;\n }\n\n if (this._config.autofocus) {\n this._config.trapElement.focus();\n }\n\n EventHandler.off(document, EVENT_KEY$5); // guard against infinite focus loop\n\n EventHandler.on(document, EVENT_FOCUSIN$2, event => this._handleFocusin(event));\n EventHandler.on(document, EVENT_KEYDOWN_TAB, event => this._handleKeydown(event));\n this._isActive = true;\n }\n\n deactivate() {\n if (!this._isActive) {\n return;\n }\n\n this._isActive = false;\n EventHandler.off(document, EVENT_KEY$5);\n } // Private\n\n\n _handleFocusin(event) {\n const {\n trapElement\n } = this._config;\n\n if (event.target === document || event.target === trapElement || trapElement.contains(event.target)) {\n return;\n }\n\n const elements = SelectorEngine.focusableChildren(trapElement);\n\n if (elements.length === 0) {\n trapElement.focus();\n } else if (this._lastTabNavDirection === TAB_NAV_BACKWARD) {\n elements[elements.length - 1].focus();\n } else {\n elements[0].focus();\n }\n }\n\n _handleKeydown(event) {\n if (event.key !== TAB_KEY) {\n return;\n }\n\n this._lastTabNavDirection = event.shiftKey ? TAB_NAV_BACKWARD : TAB_NAV_FORWARD;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): modal.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$7 = 'modal';\nconst DATA_KEY$4 = 'bs.modal';\nconst EVENT_KEY$4 = `.${DATA_KEY$4}`;\nconst DATA_API_KEY$2 = '.data-api';\nconst ESCAPE_KEY$1 = 'Escape';\nconst EVENT_HIDE$4 = `hide${EVENT_KEY$4}`;\nconst EVENT_HIDE_PREVENTED$1 = `hidePrevented${EVENT_KEY$4}`;\nconst EVENT_HIDDEN$4 = `hidden${EVENT_KEY$4}`;\nconst EVENT_SHOW$4 = `show${EVENT_KEY$4}`;\nconst EVENT_SHOWN$4 = `shown${EVENT_KEY$4}`;\nconst EVENT_RESIZE$1 = `resize${EVENT_KEY$4}`;\nconst EVENT_CLICK_DISMISS = `click.dismiss${EVENT_KEY$4}`;\nconst EVENT_MOUSEDOWN_DISMISS = `mousedown.dismiss${EVENT_KEY$4}`;\nconst EVENT_KEYDOWN_DISMISS$1 = `keydown.dismiss${EVENT_KEY$4}`;\nconst EVENT_CLICK_DATA_API$2 = `click${EVENT_KEY$4}${DATA_API_KEY$2}`;\nconst CLASS_NAME_OPEN = 'modal-open';\nconst CLASS_NAME_FADE$3 = 'fade';\nconst CLASS_NAME_SHOW$4 = 'show';\nconst CLASS_NAME_STATIC = 'modal-static';\nconst OPEN_SELECTOR$1 = '.modal.show';\nconst SELECTOR_DIALOG = '.modal-dialog';\nconst SELECTOR_MODAL_BODY = '.modal-body';\nconst SELECTOR_DATA_TOGGLE$2 = '[data-bs-toggle=\"modal\"]';\nconst Default$6 = {\n backdrop: true,\n focus: true,\n keyboard: true\n};\nconst DefaultType$6 = {\n backdrop: '(boolean|string)',\n focus: 'boolean',\n keyboard: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Modal extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._dialog = SelectorEngine.findOne(SELECTOR_DIALOG, this._element);\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n this._isShown = false;\n this._isTransitioning = false;\n this._scrollBar = new ScrollBarHelper();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$6;\n }\n\n static get DefaultType() {\n return DefaultType$6;\n }\n\n static get NAME() {\n return NAME$7;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown || this._isTransitioning) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$4, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n this._isTransitioning = true;\n\n this._scrollBar.hide();\n\n document.body.classList.add(CLASS_NAME_OPEN);\n\n this._adjustDialog();\n\n this._backdrop.show(() => this._showElement(relatedTarget));\n }\n\n hide() {\n if (!this._isShown || this._isTransitioning) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$4);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = false;\n this._isTransitioning = true;\n\n this._focustrap.deactivate();\n\n this._element.classList.remove(CLASS_NAME_SHOW$4);\n\n this._queueCallback(() => this._hideModal(), this._element, this._isAnimated());\n }\n\n dispose() {\n for (const htmlElement of [window, this._dialog]) {\n EventHandler.off(htmlElement, EVENT_KEY$4);\n }\n\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n }\n\n handleUpdate() {\n this._adjustDialog();\n } // Private\n\n\n _initializeBackDrop() {\n return new Backdrop({\n isVisible: Boolean(this._config.backdrop),\n // 'static' option will be translated to true, and booleans will keep their value,\n isAnimated: this._isAnimated()\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _showElement(relatedTarget) {\n // try to append dynamic modal\n if (!document.body.contains(this._element)) {\n document.body.append(this._element);\n }\n\n this._element.style.display = 'block';\n\n this._element.removeAttribute('aria-hidden');\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.scrollTop = 0;\n const modalBody = SelectorEngine.findOne(SELECTOR_MODAL_BODY, this._dialog);\n\n if (modalBody) {\n modalBody.scrollTop = 0;\n }\n\n reflow(this._element);\n\n this._element.classList.add(CLASS_NAME_SHOW$4);\n\n const transitionComplete = () => {\n if (this._config.focus) {\n this._focustrap.activate();\n }\n\n this._isTransitioning = false;\n EventHandler.trigger(this._element, EVENT_SHOWN$4, {\n relatedTarget\n });\n };\n\n this._queueCallback(transitionComplete, this._dialog, this._isAnimated());\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS$1, event => {\n if (event.key !== ESCAPE_KEY$1) {\n return;\n }\n\n if (this._config.keyboard) {\n event.preventDefault();\n this.hide();\n return;\n }\n\n this._triggerBackdropTransition();\n });\n EventHandler.on(window, EVENT_RESIZE$1, () => {\n if (this._isShown && !this._isTransitioning) {\n this._adjustDialog();\n }\n });\n EventHandler.on(this._element, EVENT_MOUSEDOWN_DISMISS, event => {\n // a bad trick to segregate clicks that may start inside dialog but end outside, and avoid listen to scrollbar clicks\n EventHandler.one(this._element, EVENT_CLICK_DISMISS, event2 => {\n if (this._element !== event.target || this._element !== event2.target) {\n return;\n }\n\n if (this._config.backdrop === 'static') {\n this._triggerBackdropTransition();\n\n return;\n }\n\n if (this._config.backdrop) {\n this.hide();\n }\n });\n });\n }\n\n _hideModal() {\n this._element.style.display = 'none';\n\n this._element.setAttribute('aria-hidden', true);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n this._isTransitioning = false;\n\n this._backdrop.hide(() => {\n document.body.classList.remove(CLASS_NAME_OPEN);\n\n this._resetAdjustments();\n\n this._scrollBar.reset();\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$4);\n });\n }\n\n _isAnimated() {\n return this._element.classList.contains(CLASS_NAME_FADE$3);\n }\n\n _triggerBackdropTransition() {\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED$1);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n const initialOverflowY = this._element.style.overflowY; // return if the following background transition hasn't yet completed\n\n if (initialOverflowY === 'hidden' || this._element.classList.contains(CLASS_NAME_STATIC)) {\n return;\n }\n\n if (!isModalOverflowing) {\n this._element.style.overflowY = 'hidden';\n }\n\n this._element.classList.add(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.classList.remove(CLASS_NAME_STATIC);\n\n this._queueCallback(() => {\n this._element.style.overflowY = initialOverflowY;\n }, this._dialog);\n }, this._dialog);\n\n this._element.focus();\n }\n /**\n * The following methods are used to handle overflowing modals\n */\n\n\n _adjustDialog() {\n const isModalOverflowing = this._element.scrollHeight > document.documentElement.clientHeight;\n\n const scrollbarWidth = this._scrollBar.getWidth();\n\n const isBodyOverflowing = scrollbarWidth > 0;\n\n if (isBodyOverflowing && !isModalOverflowing) {\n const property = isRTL() ? 'paddingLeft' : 'paddingRight';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n\n if (!isBodyOverflowing && isModalOverflowing) {\n const property = isRTL() ? 'paddingRight' : 'paddingLeft';\n this._element.style[property] = `${scrollbarWidth}px`;\n }\n }\n\n _resetAdjustments() {\n this._element.style.paddingLeft = '';\n this._element.style.paddingRight = '';\n } // Static\n\n\n static jQueryInterface(config, relatedTarget) {\n return this.each(function () {\n const data = Modal.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](relatedTarget);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$2, SELECTOR_DATA_TOGGLE$2, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n EventHandler.one(target, EVENT_SHOW$4, showEvent => {\n if (showEvent.defaultPrevented) {\n // only register focus restorer if modal will actually get shown\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$4, () => {\n if (isVisible(this)) {\n this.focus();\n }\n });\n }); // avoid conflict when clicking modal toggler while another one is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR$1);\n\n if (alreadyOpen) {\n Modal.getInstance(alreadyOpen).hide();\n }\n\n const data = Modal.getOrCreateInstance(target);\n data.toggle(this);\n});\nenableDismissTrigger(Modal);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Modal);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): offcanvas.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$6 = 'offcanvas';\nconst DATA_KEY$3 = 'bs.offcanvas';\nconst EVENT_KEY$3 = `.${DATA_KEY$3}`;\nconst DATA_API_KEY$1 = '.data-api';\nconst EVENT_LOAD_DATA_API$2 = `load${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst ESCAPE_KEY = 'Escape';\nconst CLASS_NAME_SHOW$3 = 'show';\nconst CLASS_NAME_SHOWING$1 = 'showing';\nconst CLASS_NAME_HIDING = 'hiding';\nconst CLASS_NAME_BACKDROP = 'offcanvas-backdrop';\nconst OPEN_SELECTOR = '.offcanvas.show';\nconst EVENT_SHOW$3 = `show${EVENT_KEY$3}`;\nconst EVENT_SHOWN$3 = `shown${EVENT_KEY$3}`;\nconst EVENT_HIDE$3 = `hide${EVENT_KEY$3}`;\nconst EVENT_HIDE_PREVENTED = `hidePrevented${EVENT_KEY$3}`;\nconst EVENT_HIDDEN$3 = `hidden${EVENT_KEY$3}`;\nconst EVENT_RESIZE = `resize${EVENT_KEY$3}`;\nconst EVENT_CLICK_DATA_API$1 = `click${EVENT_KEY$3}${DATA_API_KEY$1}`;\nconst EVENT_KEYDOWN_DISMISS = `keydown.dismiss${EVENT_KEY$3}`;\nconst SELECTOR_DATA_TOGGLE$1 = '[data-bs-toggle=\"offcanvas\"]';\nconst Default$5 = {\n backdrop: true,\n keyboard: true,\n scroll: false\n};\nconst DefaultType$5 = {\n backdrop: '(boolean|string)',\n keyboard: 'boolean',\n scroll: 'boolean'\n};\n/**\n * Class definition\n */\n\nclass Offcanvas extends BaseComponent {\n constructor(element, config) {\n super(element, config);\n this._isShown = false;\n this._backdrop = this._initializeBackDrop();\n this._focustrap = this._initializeFocusTrap();\n\n this._addEventListeners();\n } // Getters\n\n\n static get Default() {\n return Default$5;\n }\n\n static get DefaultType() {\n return DefaultType$5;\n }\n\n static get NAME() {\n return NAME$6;\n } // Public\n\n\n toggle(relatedTarget) {\n return this._isShown ? this.hide() : this.show(relatedTarget);\n }\n\n show(relatedTarget) {\n if (this._isShown) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, EVENT_SHOW$3, {\n relatedTarget\n });\n\n if (showEvent.defaultPrevented) {\n return;\n }\n\n this._isShown = true;\n\n this._backdrop.show();\n\n if (!this._config.scroll) {\n new ScrollBarHelper().hide();\n }\n\n this._element.setAttribute('aria-modal', true);\n\n this._element.setAttribute('role', 'dialog');\n\n this._element.classList.add(CLASS_NAME_SHOWING$1);\n\n const completeCallBack = () => {\n if (!this._config.scroll || this._config.backdrop) {\n this._focustrap.activate();\n }\n\n this._element.classList.add(CLASS_NAME_SHOW$3);\n\n this._element.classList.remove(CLASS_NAME_SHOWING$1);\n\n EventHandler.trigger(this._element, EVENT_SHOWN$3, {\n relatedTarget\n });\n };\n\n this._queueCallback(completeCallBack, this._element, true);\n }\n\n hide() {\n if (!this._isShown) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, EVENT_HIDE$3);\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n this._focustrap.deactivate();\n\n this._element.blur();\n\n this._isShown = false;\n\n this._element.classList.add(CLASS_NAME_HIDING);\n\n this._backdrop.hide();\n\n const completeCallback = () => {\n this._element.classList.remove(CLASS_NAME_SHOW$3, CLASS_NAME_HIDING);\n\n this._element.removeAttribute('aria-modal');\n\n this._element.removeAttribute('role');\n\n if (!this._config.scroll) {\n new ScrollBarHelper().reset();\n }\n\n EventHandler.trigger(this._element, EVENT_HIDDEN$3);\n };\n\n this._queueCallback(completeCallback, this._element, true);\n }\n\n dispose() {\n this._backdrop.dispose();\n\n this._focustrap.deactivate();\n\n super.dispose();\n } // Private\n\n\n _initializeBackDrop() {\n const clickCallback = () => {\n if (this._config.backdrop === 'static') {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n }; // 'static' option will be translated to true, and booleans will keep their value\n\n\n const isVisible = Boolean(this._config.backdrop);\n return new Backdrop({\n className: CLASS_NAME_BACKDROP,\n isVisible,\n isAnimated: true,\n rootElement: this._element.parentNode,\n clickCallback: isVisible ? clickCallback : null\n });\n }\n\n _initializeFocusTrap() {\n return new FocusTrap({\n trapElement: this._element\n });\n }\n\n _addEventListeners() {\n EventHandler.on(this._element, EVENT_KEYDOWN_DISMISS, event => {\n if (event.key !== ESCAPE_KEY) {\n return;\n }\n\n if (!this._config.keyboard) {\n EventHandler.trigger(this._element, EVENT_HIDE_PREVENTED);\n return;\n }\n\n this.hide();\n });\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Offcanvas.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (data[config] === undefined || config.startsWith('_') || config === 'constructor') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config](this);\n });\n }\n\n}\n/**\n * Data API implementation\n */\n\n\nEventHandler.on(document, EVENT_CLICK_DATA_API$1, SELECTOR_DATA_TOGGLE$1, function (event) {\n const target = getElementFromSelector(this);\n\n if (['A', 'AREA'].includes(this.tagName)) {\n event.preventDefault();\n }\n\n if (isDisabled(this)) {\n return;\n }\n\n EventHandler.one(target, EVENT_HIDDEN$3, () => {\n // focus on trigger when it is closed\n if (isVisible(this)) {\n this.focus();\n }\n }); // avoid conflict when clicking a toggler of an offcanvas, while another is open\n\n const alreadyOpen = SelectorEngine.findOne(OPEN_SELECTOR);\n\n if (alreadyOpen && alreadyOpen !== target) {\n Offcanvas.getInstance(alreadyOpen).hide();\n }\n\n const data = Offcanvas.getOrCreateInstance(target);\n data.toggle(this);\n});\nEventHandler.on(window, EVENT_LOAD_DATA_API$2, () => {\n for (const selector of SelectorEngine.find(OPEN_SELECTOR)) {\n Offcanvas.getOrCreateInstance(selector).show();\n }\n});\nEventHandler.on(window, EVENT_RESIZE, () => {\n for (const element of SelectorEngine.find('[aria-modal][class*=show][class*=offcanvas-]')) {\n if (getComputedStyle(element).position !== 'fixed') {\n Offcanvas.getOrCreateInstance(element).hide();\n }\n }\n});\nenableDismissTrigger(Offcanvas);\n/**\n * jQuery\n */\n\ndefineJQueryPlugin(Offcanvas);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/sanitizer.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\nconst uriAttributes = new Set(['background', 'cite', 'href', 'itemtype', 'longdesc', 'poster', 'src', 'xlink:href']);\nconst ARIA_ATTRIBUTE_PATTERN = /^aria-[\\w-]*$/i;\n/**\n * A pattern that recognizes a commonly useful subset of URLs that are safe.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst SAFE_URL_PATTERN = /^(?:(?:https?|mailto|ftp|tel|file|sms):|[^#&/:?]*(?:[#/?]|$))/i;\n/**\n * A pattern that matches safe data URLs. Only matches image, video and audio types.\n *\n * Shout-out to Angular https://github.com/angular/angular/blob/12.2.x/packages/core/src/sanitization/url_sanitizer.ts\n */\n\nconst DATA_URL_PATTERN = /^data:(?:image\\/(?:bmp|gif|jpeg|jpg|png|tiff|webp)|video\\/(?:mpeg|mp4|ogg|webm)|audio\\/(?:mp3|oga|ogg|opus));base64,[\\d+/a-z]+=*$/i;\n\nconst allowedAttribute = (attribute, allowedAttributeList) => {\n const attributeName = attribute.nodeName.toLowerCase();\n\n if (allowedAttributeList.includes(attributeName)) {\n if (uriAttributes.has(attributeName)) {\n return Boolean(SAFE_URL_PATTERN.test(attribute.nodeValue) || DATA_URL_PATTERN.test(attribute.nodeValue));\n }\n\n return true;\n } // Check if a regular expression validates the attribute.\n\n\n return allowedAttributeList.filter(attributeRegex => attributeRegex instanceof RegExp).some(regex => regex.test(attributeName));\n};\n\nconst DefaultAllowlist = {\n // Global attributes allowed on any supplied element below.\n '*': ['class', 'dir', 'id', 'lang', 'role', ARIA_ATTRIBUTE_PATTERN],\n a: ['target', 'href', 'title', 'rel'],\n area: [],\n b: [],\n br: [],\n col: [],\n code: [],\n div: [],\n em: [],\n hr: [],\n h1: [],\n h2: [],\n h3: [],\n h4: [],\n h5: [],\n h6: [],\n i: [],\n img: ['src', 'srcset', 'alt', 'title', 'width', 'height'],\n li: [],\n ol: [],\n p: [],\n pre: [],\n s: [],\n small: [],\n span: [],\n sub: [],\n sup: [],\n strong: [],\n u: [],\n ul: []\n};\nfunction sanitizeHtml(unsafeHtml, allowList, sanitizeFunction) {\n if (!unsafeHtml.length) {\n return unsafeHtml;\n }\n\n if (sanitizeFunction && typeof sanitizeFunction === 'function') {\n return sanitizeFunction(unsafeHtml);\n }\n\n const domParser = new window.DOMParser();\n const createdDocument = domParser.parseFromString(unsafeHtml, 'text/html');\n const elements = [].concat(...createdDocument.body.querySelectorAll('*'));\n\n for (const element of elements) {\n const elementName = element.nodeName.toLowerCase();\n\n if (!Object.keys(allowList).includes(elementName)) {\n element.remove();\n continue;\n }\n\n const attributeList = [].concat(...element.attributes);\n const allowedAttributes = [].concat(allowList['*'] || [], allowList[elementName] || []);\n\n for (const attribute of attributeList) {\n if (!allowedAttribute(attribute, allowedAttributes)) {\n element.removeAttribute(attribute.nodeName);\n }\n }\n }\n\n return createdDocument.body.innerHTML;\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): util/template-factory.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$5 = 'TemplateFactory';\nconst Default$4 = {\n allowList: DefaultAllowlist,\n content: {},\n // { selector : text , selector2 : text2 , }\n extraClass: '',\n html: false,\n sanitize: true,\n sanitizeFn: null,\n template: '
'\n};\nconst DefaultType$4 = {\n allowList: 'object',\n content: 'object',\n extraClass: '(string|function)',\n html: 'boolean',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n template: 'string'\n};\nconst DefaultContentType = {\n entry: '(string|element|function|null)',\n selector: '(string|element)'\n};\n/**\n * Class definition\n */\n\nclass TemplateFactory extends Config {\n constructor(config) {\n super();\n this._config = this._getConfig(config);\n } // Getters\n\n\n static get Default() {\n return Default$4;\n }\n\n static get DefaultType() {\n return DefaultType$4;\n }\n\n static get NAME() {\n return NAME$5;\n } // Public\n\n\n getContent() {\n return Object.values(this._config.content).map(config => this._resolvePossibleFunction(config)).filter(Boolean);\n }\n\n hasContent() {\n return this.getContent().length > 0;\n }\n\n changeContent(content) {\n this._checkContent(content);\n\n this._config.content = { ...this._config.content,\n ...content\n };\n return this;\n }\n\n toHtml() {\n const templateWrapper = document.createElement('div');\n templateWrapper.innerHTML = this._maybeSanitize(this._config.template);\n\n for (const [selector, text] of Object.entries(this._config.content)) {\n this._setContent(templateWrapper, text, selector);\n }\n\n const template = templateWrapper.children[0];\n\n const extraClass = this._resolvePossibleFunction(this._config.extraClass);\n\n if (extraClass) {\n template.classList.add(...extraClass.split(' '));\n }\n\n return template;\n } // Private\n\n\n _typeCheckConfig(config) {\n super._typeCheckConfig(config);\n\n this._checkContent(config.content);\n }\n\n _checkContent(arg) {\n for (const [selector, content] of Object.entries(arg)) {\n super._typeCheckConfig({\n selector,\n entry: content\n }, DefaultContentType);\n }\n }\n\n _setContent(template, content, selector) {\n const templateElement = SelectorEngine.findOne(selector, template);\n\n if (!templateElement) {\n return;\n }\n\n content = this._resolvePossibleFunction(content);\n\n if (!content) {\n templateElement.remove();\n return;\n }\n\n if (isElement(content)) {\n this._putElementInTemplate(getElement(content), templateElement);\n\n return;\n }\n\n if (this._config.html) {\n templateElement.innerHTML = this._maybeSanitize(content);\n return;\n }\n\n templateElement.textContent = content;\n }\n\n _maybeSanitize(arg) {\n return this._config.sanitize ? sanitizeHtml(arg, this._config.allowList, this._config.sanitizeFn) : arg;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg(this) : arg;\n }\n\n _putElementInTemplate(element, templateElement) {\n if (this._config.html) {\n templateElement.innerHTML = '';\n templateElement.append(element);\n return;\n }\n\n templateElement.textContent = element.textContent;\n }\n\n}\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): tooltip.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$4 = 'tooltip';\nconst DISALLOWED_ATTRIBUTES = new Set(['sanitize', 'allowList', 'sanitizeFn']);\nconst CLASS_NAME_FADE$2 = 'fade';\nconst CLASS_NAME_MODAL = 'modal';\nconst CLASS_NAME_SHOW$2 = 'show';\nconst SELECTOR_TOOLTIP_INNER = '.tooltip-inner';\nconst SELECTOR_MODAL = `.${CLASS_NAME_MODAL}`;\nconst EVENT_MODAL_HIDE = 'hide.bs.modal';\nconst TRIGGER_HOVER = 'hover';\nconst TRIGGER_FOCUS = 'focus';\nconst TRIGGER_CLICK = 'click';\nconst TRIGGER_MANUAL = 'manual';\nconst EVENT_HIDE$2 = 'hide';\nconst EVENT_HIDDEN$2 = 'hidden';\nconst EVENT_SHOW$2 = 'show';\nconst EVENT_SHOWN$2 = 'shown';\nconst EVENT_INSERTED = 'inserted';\nconst EVENT_CLICK$1 = 'click';\nconst EVENT_FOCUSIN$1 = 'focusin';\nconst EVENT_FOCUSOUT$1 = 'focusout';\nconst EVENT_MOUSEENTER = 'mouseenter';\nconst EVENT_MOUSELEAVE = 'mouseleave';\nconst AttachmentMap = {\n AUTO: 'auto',\n TOP: 'top',\n RIGHT: isRTL() ? 'left' : 'right',\n BOTTOM: 'bottom',\n LEFT: isRTL() ? 'right' : 'left'\n};\nconst Default$3 = {\n allowList: DefaultAllowlist,\n animation: true,\n boundary: 'clippingParents',\n container: false,\n customClass: '',\n delay: 0,\n fallbackPlacements: ['top', 'right', 'bottom', 'left'],\n html: false,\n offset: [0, 0],\n placement: 'top',\n popperConfig: null,\n sanitize: true,\n sanitizeFn: null,\n selector: false,\n template: '
' + '
' + '
' + '
',\n title: '',\n trigger: 'hover focus'\n};\nconst DefaultType$3 = {\n allowList: 'object',\n animation: 'boolean',\n boundary: '(string|element)',\n container: '(string|element|boolean)',\n customClass: '(string|function)',\n delay: '(number|object)',\n fallbackPlacements: 'array',\n html: 'boolean',\n offset: '(array|string|function)',\n placement: '(string|function)',\n popperConfig: '(null|object|function)',\n sanitize: 'boolean',\n sanitizeFn: '(null|function)',\n selector: '(string|boolean)',\n template: 'string',\n title: '(string|element|function)',\n trigger: 'string'\n};\n/**\n * Class definition\n */\n\nclass Tooltip extends BaseComponent {\n constructor(element, config) {\n if (typeof Popper === 'undefined') {\n throw new TypeError('Bootstrap\\'s tooltips require Popper (https://popper.js.org)');\n }\n\n super(element, config); // Private\n\n this._isEnabled = true;\n this._timeout = 0;\n this._isHovered = null;\n this._activeTrigger = {};\n this._popper = null;\n this._templateFactory = null;\n this._newContent = null; // Protected\n\n this.tip = null;\n\n this._setListeners();\n\n if (!this._config.selector) {\n this._fixTitle();\n }\n } // Getters\n\n\n static get Default() {\n return Default$3;\n }\n\n static get DefaultType() {\n return DefaultType$3;\n }\n\n static get NAME() {\n return NAME$4;\n } // Public\n\n\n enable() {\n this._isEnabled = true;\n }\n\n disable() {\n this._isEnabled = false;\n }\n\n toggleEnabled() {\n this._isEnabled = !this._isEnabled;\n }\n\n toggle() {\n if (!this._isEnabled) {\n return;\n }\n\n this._activeTrigger.click = !this._activeTrigger.click;\n\n if (this._isShown()) {\n this._leave();\n\n return;\n }\n\n this._enter();\n }\n\n dispose() {\n clearTimeout(this._timeout);\n EventHandler.off(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n\n if (this._element.getAttribute('data-bs-original-title')) {\n this._element.setAttribute('title', this._element.getAttribute('data-bs-original-title'));\n }\n\n this._disposePopper();\n\n super.dispose();\n }\n\n show() {\n if (this._element.style.display === 'none') {\n throw new Error('Please use show on visible elements');\n }\n\n if (!(this._isWithContent() && this._isEnabled)) {\n return;\n }\n\n const showEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOW$2));\n const shadowRoot = findShadowRoot(this._element);\n\n const isInTheDom = (shadowRoot || this._element.ownerDocument.documentElement).contains(this._element);\n\n if (showEvent.defaultPrevented || !isInTheDom) {\n return;\n } // todo v6 remove this OR make it optional\n\n\n this._disposePopper();\n\n const tip = this._getTipElement();\n\n this._element.setAttribute('aria-describedby', tip.getAttribute('id'));\n\n const {\n container\n } = this._config;\n\n if (!this._element.ownerDocument.documentElement.contains(this.tip)) {\n container.append(tip);\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_INSERTED));\n }\n\n this._popper = this._createPopper(tip);\n tip.classList.add(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we add extra\n // empty mouseover listeners to the body's immediate children;\n // only needed because of broken event delegation on iOS\n // https://www.quirksmode.org/blog/archives/2014/02/mouse_event_bub.html\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.on(element, 'mouseover', noop);\n }\n }\n\n const complete = () => {\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_SHOWN$2));\n\n if (this._isHovered === false) {\n this._leave();\n }\n\n this._isHovered = false;\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n hide() {\n if (!this._isShown()) {\n return;\n }\n\n const hideEvent = EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDE$2));\n\n if (hideEvent.defaultPrevented) {\n return;\n }\n\n const tip = this._getTipElement();\n\n tip.classList.remove(CLASS_NAME_SHOW$2); // If this is a touch-enabled device we remove the extra\n // empty mouseover listeners we added for iOS support\n\n if ('ontouchstart' in document.documentElement) {\n for (const element of [].concat(...document.body.children)) {\n EventHandler.off(element, 'mouseover', noop);\n }\n }\n\n this._activeTrigger[TRIGGER_CLICK] = false;\n this._activeTrigger[TRIGGER_FOCUS] = false;\n this._activeTrigger[TRIGGER_HOVER] = false;\n this._isHovered = null; // it is a trick to support manual triggering\n\n const complete = () => {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n if (!this._isHovered) {\n this._disposePopper();\n }\n\n this._element.removeAttribute('aria-describedby');\n\n EventHandler.trigger(this._element, this.constructor.eventName(EVENT_HIDDEN$2));\n };\n\n this._queueCallback(complete, this.tip, this._isAnimated());\n }\n\n update() {\n if (this._popper) {\n this._popper.update();\n }\n } // Protected\n\n\n _isWithContent() {\n return Boolean(this._getTitle());\n }\n\n _getTipElement() {\n if (!this.tip) {\n this.tip = this._createTipElement(this._newContent || this._getContentForTemplate());\n }\n\n return this.tip;\n }\n\n _createTipElement(content) {\n const tip = this._getTemplateFactory(content).toHtml(); // todo: remove this check on v6\n\n\n if (!tip) {\n return null;\n }\n\n tip.classList.remove(CLASS_NAME_FADE$2, CLASS_NAME_SHOW$2); // todo: on v6 the following can be achieved with CSS only\n\n tip.classList.add(`bs-${this.constructor.NAME}-auto`);\n const tipId = getUID(this.constructor.NAME).toString();\n tip.setAttribute('id', tipId);\n\n if (this._isAnimated()) {\n tip.classList.add(CLASS_NAME_FADE$2);\n }\n\n return tip;\n }\n\n setContent(content) {\n this._newContent = content;\n\n if (this._isShown()) {\n this._disposePopper();\n\n this.show();\n }\n }\n\n _getTemplateFactory(content) {\n if (this._templateFactory) {\n this._templateFactory.changeContent(content);\n } else {\n this._templateFactory = new TemplateFactory({ ...this._config,\n // the `content` var has to be after `this._config`\n // to override config.content in case of popover\n content,\n extraClass: this._resolvePossibleFunction(this._config.customClass)\n });\n }\n\n return this._templateFactory;\n }\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TOOLTIP_INNER]: this._getTitle()\n };\n }\n\n _getTitle() {\n return this._resolvePossibleFunction(this._config.title) || this._element.getAttribute('data-bs-original-title');\n } // Private\n\n\n _initializeOnDelegatedTarget(event) {\n return this.constructor.getOrCreateInstance(event.delegateTarget, this._getDelegateConfig());\n }\n\n _isAnimated() {\n return this._config.animation || this.tip && this.tip.classList.contains(CLASS_NAME_FADE$2);\n }\n\n _isShown() {\n return this.tip && this.tip.classList.contains(CLASS_NAME_SHOW$2);\n }\n\n _createPopper(tip) {\n const placement = typeof this._config.placement === 'function' ? this._config.placement.call(this, tip, this._element) : this._config.placement;\n const attachment = AttachmentMap[placement.toUpperCase()];\n return Popper.createPopper(this._element, tip, this._getPopperConfig(attachment));\n }\n\n _getOffset() {\n const {\n offset\n } = this._config;\n\n if (typeof offset === 'string') {\n return offset.split(',').map(value => Number.parseInt(value, 10));\n }\n\n if (typeof offset === 'function') {\n return popperData => offset(popperData, this._element);\n }\n\n return offset;\n }\n\n _resolvePossibleFunction(arg) {\n return typeof arg === 'function' ? arg.call(this._element) : arg;\n }\n\n _getPopperConfig(attachment) {\n const defaultBsPopperConfig = {\n placement: attachment,\n modifiers: [{\n name: 'flip',\n options: {\n fallbackPlacements: this._config.fallbackPlacements\n }\n }, {\n name: 'offset',\n options: {\n offset: this._getOffset()\n }\n }, {\n name: 'preventOverflow',\n options: {\n boundary: this._config.boundary\n }\n }, {\n name: 'arrow',\n options: {\n element: `.${this.constructor.NAME}-arrow`\n }\n }, {\n name: 'preSetPlacement',\n enabled: true,\n phase: 'beforeMain',\n fn: data => {\n // Pre-set Popper's placement attribute in order to read the arrow sizes properly.\n // Otherwise, Popper mixes up the width and height dimensions since the initial arrow style is for top placement\n this._getTipElement().setAttribute('data-popper-placement', data.state.placement);\n }\n }]\n };\n return { ...defaultBsPopperConfig,\n ...(typeof this._config.popperConfig === 'function' ? this._config.popperConfig(defaultBsPopperConfig) : this._config.popperConfig)\n };\n }\n\n _setListeners() {\n const triggers = this._config.trigger.split(' ');\n\n for (const trigger of triggers) {\n if (trigger === 'click') {\n EventHandler.on(this._element, this.constructor.eventName(EVENT_CLICK$1), this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context.toggle();\n });\n } else if (trigger !== TRIGGER_MANUAL) {\n const eventIn = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSEENTER) : this.constructor.eventName(EVENT_FOCUSIN$1);\n const eventOut = trigger === TRIGGER_HOVER ? this.constructor.eventName(EVENT_MOUSELEAVE) : this.constructor.eventName(EVENT_FOCUSOUT$1);\n EventHandler.on(this._element, eventIn, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusin' ? TRIGGER_FOCUS : TRIGGER_HOVER] = true;\n\n context._enter();\n });\n EventHandler.on(this._element, eventOut, this._config.selector, event => {\n const context = this._initializeOnDelegatedTarget(event);\n\n context._activeTrigger[event.type === 'focusout' ? TRIGGER_FOCUS : TRIGGER_HOVER] = context._element.contains(event.relatedTarget);\n\n context._leave();\n });\n }\n }\n\n this._hideModalHandler = () => {\n if (this._element) {\n this.hide();\n }\n };\n\n EventHandler.on(this._element.closest(SELECTOR_MODAL), EVENT_MODAL_HIDE, this._hideModalHandler);\n }\n\n _fixTitle() {\n const title = this._element.getAttribute('title');\n\n if (!title) {\n return;\n }\n\n if (!this._element.getAttribute('aria-label') && !this._element.textContent.trim()) {\n this._element.setAttribute('aria-label', title);\n }\n\n this._element.setAttribute('data-bs-original-title', title); // DO NOT USE IT. Is only for backwards compatibility\n\n\n this._element.removeAttribute('title');\n }\n\n _enter() {\n if (this._isShown() || this._isHovered) {\n this._isHovered = true;\n return;\n }\n\n this._isHovered = true;\n\n this._setTimeout(() => {\n if (this._isHovered) {\n this.show();\n }\n }, this._config.delay.show);\n }\n\n _leave() {\n if (this._isWithActiveTrigger()) {\n return;\n }\n\n this._isHovered = false;\n\n this._setTimeout(() => {\n if (!this._isHovered) {\n this.hide();\n }\n }, this._config.delay.hide);\n }\n\n _setTimeout(handler, timeout) {\n clearTimeout(this._timeout);\n this._timeout = setTimeout(handler, timeout);\n }\n\n _isWithActiveTrigger() {\n return Object.values(this._activeTrigger).includes(true);\n }\n\n _getConfig(config) {\n const dataAttributes = Manipulator.getDataAttributes(this._element);\n\n for (const dataAttribute of Object.keys(dataAttributes)) {\n if (DISALLOWED_ATTRIBUTES.has(dataAttribute)) {\n delete dataAttributes[dataAttribute];\n }\n }\n\n config = { ...dataAttributes,\n ...(typeof config === 'object' && config ? config : {})\n };\n config = this._mergeConfigObj(config);\n config = this._configAfterMerge(config);\n\n this._typeCheckConfig(config);\n\n return config;\n }\n\n _configAfterMerge(config) {\n config.container = config.container === false ? document.body : getElement(config.container);\n\n if (typeof config.delay === 'number') {\n config.delay = {\n show: config.delay,\n hide: config.delay\n };\n }\n\n if (typeof config.title === 'number') {\n config.title = config.title.toString();\n }\n\n if (typeof config.content === 'number') {\n config.content = config.content.toString();\n }\n\n return config;\n }\n\n _getDelegateConfig() {\n const config = {};\n\n for (const key in this._config) {\n if (this.constructor.Default[key] !== this._config[key]) {\n config[key] = this._config[key];\n }\n }\n\n config.selector = false;\n config.trigger = 'manual'; // In the future can be replaced with:\n // const keysWithDifferentValues = Object.entries(this._config).filter(entry => this.constructor.Default[entry[0]] !== this._config[entry[0]])\n // `Object.fromEntries(keysWithDifferentValues)`\n\n return config;\n }\n\n _disposePopper() {\n if (this._popper) {\n this._popper.destroy();\n\n this._popper = null;\n }\n\n if (this.tip) {\n this.tip.remove();\n this.tip = null;\n }\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Tooltip.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Tooltip);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): popover.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$3 = 'popover';\nconst SELECTOR_TITLE = '.popover-header';\nconst SELECTOR_CONTENT = '.popover-body';\nconst Default$2 = { ...Tooltip.Default,\n content: '',\n offset: [0, 8],\n placement: 'right',\n template: '
' + '
' + '

' + '
' + '
',\n trigger: 'click'\n};\nconst DefaultType$2 = { ...Tooltip.DefaultType,\n content: '(null|string|element|function)'\n};\n/**\n * Class definition\n */\n\nclass Popover extends Tooltip {\n // Getters\n static get Default() {\n return Default$2;\n }\n\n static get DefaultType() {\n return DefaultType$2;\n }\n\n static get NAME() {\n return NAME$3;\n } // Overrides\n\n\n _isWithContent() {\n return this._getTitle() || this._getContent();\n } // Private\n\n\n _getContentForTemplate() {\n return {\n [SELECTOR_TITLE]: this._getTitle(),\n [SELECTOR_CONTENT]: this._getContent()\n };\n }\n\n _getContent() {\n return this._resolvePossibleFunction(this._config.content);\n } // Static\n\n\n static jQueryInterface(config) {\n return this.each(function () {\n const data = Popover.getOrCreateInstance(this, config);\n\n if (typeof config !== 'string') {\n return;\n }\n\n if (typeof data[config] === 'undefined') {\n throw new TypeError(`No method named \"${config}\"`);\n }\n\n data[config]();\n });\n }\n\n}\n/**\n * jQuery\n */\n\n\ndefineJQueryPlugin(Popover);\n\n/**\n * --------------------------------------------------------------------------\n * Bootstrap (v5.2.3): scrollspy.js\n * Licensed under MIT (https://github.com/twbs/bootstrap/blob/main/LICENSE)\n * --------------------------------------------------------------------------\n */\n/**\n * Constants\n */\n\nconst NAME$2 = 'scrollspy';\nconst DATA_KEY$2 = 'bs.scrollspy';\nconst EVENT_KEY$2 = `.${DATA_KEY$2}`;\nconst DATA_API_KEY = '.data-api';\nconst EVENT_ACTIVATE = `activate${EVENT_KEY$2}`;\nconst EVENT_CLICK = `click${EVENT_KEY$2}`;\nconst EVENT_LOAD_DATA_API$1 = `load${EVENT_KEY$2}${DATA_API_KEY}`;\nconst CLASS_NAME_DROPDOWN_ITEM = 'dropdown-item';\nconst CLASS_NAME_ACTIVE$1 = 'active';\nconst SELECTOR_DATA_SPY = '[data-bs-spy=\"scroll\"]';\nconst SELECTOR_TARGET_LINKS = '[href]';\nconst SELECTOR_NAV_LIST_GROUP = '.nav, .list-group';\nconst SELECTOR_NAV_LINKS = '.nav-link';\nconst SELECTOR_NAV_ITEMS = '.nav-item';\nconst SELECTOR_LIST_ITEMS = '.list-group-item';\nconst SELECTOR_LINK_ITEMS = `${SELECTOR_NAV_LINKS}, ${SELECTOR_NAV_ITEMS} > ${SELECTOR_NAV_LINKS}, ${SELECTOR_LIST_ITEMS}`;\nconst SELECTOR_DROPDOWN = '.dropdown';\nconst SELECTOR_DROPDOWN_TOGGLE$1 = '.dropdown-toggle';\nconst Default$1 = {\n offset: null,\n // TODO: v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: '0px 0px -25%',\n smoothScroll: false,\n target: null,\n threshold: [0.1, 0.5, 1]\n};\nconst DefaultType$1 = {\n offset: '(number|null)',\n // TODO v6 @deprecated, keep it for backwards compatibility reasons\n rootMargin: 'string',\n smoothScroll: 'boolean',\n target: 'element',\n threshold: 'array'\n};\n/**\n * Class definition\n */\n\nclass ScrollSpy extends BaseComponent {\n constructor(element, config) {\n super(element, config); // this._element is the observablesContainer and config.target the menu links wrapper\n\n this._targetLinks = new Map();\n this._observableSections = new Map();\n this._rootElement = getComputedStyle(this._element).overflowY === 'visible' ? null : this._element;\n this._activeTarget = null;\n this._observer = null;\n this._previousScrollData = {\n visibleEntryTop: 0,\n parentScrollTop: 0\n };\n this.refresh(); // initialize\n } // Getters\n\n\n static get Default() {\n return Default$1;\n }\n\n static get DefaultType() {\n return DefaultType$1;\n }\n\n static get NAME() {\n return NAME$2;\n } // Public\n\n\n refresh() {\n this._initializeTargetsAndObservables();\n\n this._maybeEnableSmoothScroll();\n\n if (this._observer) {\n this._observer.disconnect();\n } else {\n this._observer = this._getNewObserver();\n }\n\n for (const section of this._observableSections.values()) {\n this._observer.observe(section);\n }\n }\n\n dispose() {\n this._observer.disconnect();\n\n super.dispose();\n } // Private\n\n\n _configAfterMerge(config) {\n // TODO: on v6 target should be given explicitly & remove the {target: 'ss-target'} case\n config.target = getElement(config.target) || document.body; // TODO: v6 Only for backwards compatibility reasons. Use rootMargin only\n\n config.rootMargin = config.offset ? `${config.offset}px 0px -30%` : config.rootMargin;\n\n if (typeof config.threshold === 'string') {\n config.threshold = config.threshold.split(',').map(value => Number.parseFloat(value));\n }\n\n return config;\n }\n\n _maybeEnableSmoothScroll() {\n if (!this._config.smoothScroll) {\n return;\n } // unregister any previous listeners\n\n\n EventHandler.off(this._config.target, EVENT_CLICK);\n EventHandler.on(this._config.target, EVENT_CLICK, SELECTOR_TARGET_LINKS, event => {\n const observableSection = this._observableSections.get(event.target.hash);\n\n if (observableSection) {\n event.preventDefault();\n const root = this._rootElement || window;\n const height = observableSection.offsetTop - this._element.offsetTop;\n\n if (root.scrollTo) {\n root.scrollTo({\n top: height,\n behavior: 'smooth'\n });\n return;\n } // Chrome 60 doesn't support `scrollTo`\n\n\n root.scrollTop = height;\n }\n });\n }\n\n _getNewObserver() {\n const options = {\n root: this._rootElement,\n threshold: this._config.threshold,\n rootMargin: this._config.rootMargin\n };\n return new IntersectionObserver(entries => this._observerCallback(entries), options);\n } // The logic of selection\n\n\n _observerCallback(entries) {\n const targetElement = entry => this._targetLinks.get(`#${entry.target.id}`);\n\n const activate = entry => {\n this._previousScrollData.visibleEntryTop = entry.target.offsetTop;\n\n this._process(targetElement(entry));\n };\n\n const parentScrollTop = (this._rootElement || document.documentElement).scrollTop;\n const userScrollsDown = parentScrollTop >= this._previousScrollData.parentScrollTop;\n this._previousScrollData.parentScrollTop = parentScrollTop;\n\n for (const entry of entries) {\n if (!entry.isIntersecting) {\n this._activeTarget = null;\n\n this._clearActiveClass(targetElement(entry));\n\n continue;\n }\n\n const entryIsLowerThanPrevious = entry.target.offsetTop >= this._previousScrollData.visibleEntryTop; // if we are scrolling down, pick the bigger offsetTop\n\n if (userScrollsDown && entryIsLowerThanPrevious) {\n activate(entry); // if parent isn't scrolled, let's keep the first visible item, breaking the iteration\n\n if (!parentScrollTop) {\n return;\n }\n\n continue;\n } // if we are scrolling up, pick the smallest offsetTop\n\n\n if (!userScrollsDown && !entryIsLowerThanPrevious) {\n activate(entry);\n }\n }\n }\n\n _initializeTargetsAndObservables() {\n this._targetLinks = new Map();\n this._observableSections = new Map();\n const targetLinks = SelectorEngine.find(SELECTOR_TARGET_LINKS, this._config.target);\n\n for (const anchor of targetLinks) {\n // ensure that the anchor has an id and is not disabled\n if (!anchor.hash || isDisabled(anchor)) {\n continue;\n }\n\n const observableSection = SelectorEngine.findOne(anchor.hash, this._element); // ensure that the observableSection exists & is visible\n\n if (isVisible(observableSection)) {\n this._targetLinks.set(anchor.hash, anchor);\n\n this._observableSections.set(anchor.hash, observableSection);\n }\n }\n }\n\n _process(target) {\n if (this._activeTarget === target) {\n return;\n }\n\n this._clearActiveClass(this._config.target);\n\n this._activeTarget = target;\n target.classList.add(CLASS_NAME_ACTIVE$1);\n\n this._activateParents(target);\n\n EventHandler.trigger(this._element, EVENT_ACTIVATE, {\n relatedTarget: target\n });\n }\n\n _activateParents(target) {\n // Activate dropdown parents\n if (target.classList.contains(CLASS_NAME_DROPDOWN_ITEM)) {\n SelectorEngine.findOne(SELECTOR_DROPDOWN_TOGGLE$1, target.closest(SELECTOR_DROPDOWN)).classList.add(CLASS_NAME_ACTIVE$1);\n return;\n }\n\n for (const listGroup of SelectorEngine.parents(target, SELECTOR_NAV_LIST_GROUP)) {\n // Set triggered links parents as active\n // With both
@@ -1053,7 +1076,7 @@

The gridded_dat

-../../_images/0d9020572bdd55ef9ec5d3540f15d1eb74c66b21748e4d29f6d29526da5801b0.png +../../_images/dc5b767a0ff93a0e29a4c32cb986e8b27e09ac9a4221ed433638c22e266dbb1b.png
@@ -1063,7 +1086,7 @@

The gridded_dat

-../../_images/0a72d719bea1953f2a62337b52fd50ecbc4cfafac095528af4e2d8e5d1d393c0.png +../../_images/2050d334dda3f1e1279a13fac5c631eda1bfa9904c27b2819a19384fcdc24277.png
@@ -1085,7 +1108,7 @@

Add data from OGGM-Shop: bed topography data -
2023-08-27 21:09:35: oggm.workflow: Execute entity tasks [add_consensus_thickness] on 1 glaciers
+
2024-01-05 20:13:01: oggm.workflow: Execute entity tasks [add_consensus_thickness] on 1 glaciers
@@ -1122,7 +1145,7 @@

Add data from OGGM-Shop: bed topography data -../../_images/23d7b0f63b6886644a56a14cab0f21597668c13b5e2cd72fcb0b4a1ae1de656b.png +../../_images/123d3d1b5d719b4a37e2f07cffd22c94ebfe39909538e4e2944a4cfbe361d600.png

@@ -1142,7 +1165,7 @@

OGGM-Shop: velocities
-
2023-08-27 21:09:51: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
+
2024-01-05 20:13:14: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
@@ -1544,15 +1567,15 @@

OGGM-Shop: velocities + dtype='float32', name='y', length=346))

  • author :
    OGGM
    author_info :
    Open Global Glacier Model
    pyproj_srs :
    +proj=tmerc +lat_0=0 +lon_0=76.4047 +k=0.9996 +x_0=0 +y_0=0 +datum=WGS84 +units=m +no_defs
    max_h_dem :
    8437.0
    min_h_dem :
    2996.0
    max_h_glacier :
    8437.0
    min_h_glacier :
    3397.0
    • @@ -2040,15 +2063,15 @@

    OGGM-Shop: velocities + dtype='float32', name='y', length=346))

  • author :
    OGGM
    author_info :
    Open Global Glacier Model
    pyproj_srs :
    +proj=tmerc +lat_0=0 +lon_0=76.4047 +k=0.9996 +x_0=0 +y_0=0 +datum=WGS84 +units=m +no_defs
    max_h_dem :
    8437.0
    min_h_dem :
    2996.0
    max_h_glacier :
    8437.0
    min_h_glacier :
    3397.0
    • @@ -2169,7 +2192,7 @@

    OGGM-Shop: velocities

    -../../_images/f813959e21019fd110b71e09976bb4929bc0dac406c84da3c6bbfea64b99704f.png +../../_images/c225154e6a4c063610cf2c43c6a88491690ac3ca2bb0f6cee70e37eab4e95238.png
    @@ -2266,7 +2289,7 @@

    Bin the data in 1994.069438 - 173.939055 + 173.939057 40000.0 8197.490234 0.838839 @@ -2274,11 +2297,11 @@

    Bin the data in 10.003611 -6.313942 8205.0 - 26.953465 - 1484.039223 + 26.953469 + 1484.039045 - 202.715842 + 202.715848 40000.0 8150.462402 0.775496 @@ -2286,11 +2309,11 @@

    Bin the data in 8.991845 3.440062 8145.0 - 30.600109 - 1307.184865 + 30.600113 + 1307.184709 - 236.362142 + 236.362148 40000.0 8075.439453 0.685385 @@ -2314,7 +2337,7 @@

    Bin the data in ... - 42309.174977 + 42309.175061 760000.0 3525.279541 0.104130 @@ -2322,11 +2345,11 @@

    Bin the data in -4.504803 -6.100419 3525.0 - 287.058262 - 2647.546162 + 287.058303 + 2647.545781 - 42584.145281 + 42584.145386 400000.0 3495.227295 0.113628 @@ -2338,7 +2361,7 @@

    Bin the data in 1521.593236 - 42815.229610 + 42815.229714 200000.0 3472.789551 0.149415 @@ -2350,7 +2373,7 @@

    Bin the data in 1003.581227 - 43010.617522 + 43010.617627 200000.0 3441.432861 0.155403 @@ -2362,7 +2385,7 @@

    Bin the data in 1044.443613 - 43225.271904 + 43225.272023 120000.0 3407.177490 0.125483 @@ -2370,8 +2393,8 @@

    Bin the data in 1.515356 -5.287875 3405.0 - 237.819249 - 504.584891 + 237.819278 + 504.584831 @@ -2393,7 +2416,7 @@

    Bin the data in
    -../../_images/84c868db42e97de7168afca29f15e5e5d2f59540af8e7da122182d82f4a36081.png +../../_images/0434bbb4db91afe544ce2ab8117caed6ad8aee0f1109953023f8395db310dac5.png

    The problem with this file is that it does not have a regular spacing. The numerical model needs regular spacing, which is why OGGM does this:

    @@ -2454,41 +2477,41 @@

    Bin the data in 200.0 - 1350.505233 - 5.402021e+05 + 1350.505088 + 5.402020e+05 24.853094 9.087332 - 2.519516 + 2.519515 600.0 - 1557.523018 + 1557.523029 6.230092e+05 12.058650 - -2.843041 + -2.843040 1.025658 1000.0 - 7529.727283 + 7529.727759 3.011891e+06 - 32.532277 - 4.897377 + 32.532276 + 4.897374 -1.923191 1400.0 - 15905.883207 + 15905.881380 6.362353e+06 - 29.213369 + 29.213368 11.318088 - -3.521699 + -3.521698 1800.0 - 35987.375518 + 35987.373660 1.439495e+07 - 42.631260 + 42.631259 0.019635 -0.396444 @@ -2502,43 +2525,43 @@

    Bin the data in 41400.0 - 2128.664224 + 2128.664176 8.514657e+05 - 188.035995 - -7.261540 + 188.036003 + -7.261539 -24.703885 41800.0 - 1795.850041 + 1795.850009 7.183400e+05 163.141959 - -9.733853 + -9.733854 -13.058358 42200.0 - 2386.585346 - 9.546341e+05 - 148.052499 + 2386.584856 + 9.546339e+05 + 148.052508 -5.063218 - -7.519392 + -7.519393 42600.0 - 1515.944071 - 6.063776e+05 - 100.202616 - -3.608640 - -2.896149 + 1515.944294 + 6.063777e+05 + 100.202618 + -3.608641 + -2.896148 43000.0 - 1063.187261 + 1063.187229 4.252749e+05 - 60.383338 - -3.091361 - -4.625325 + 60.383359 + -3.091360 + -4.625326 @@ -2570,7 +2593,7 @@

    Bin the data in
    -../../_images/c48b45691a12d59c20ad22eb08523437c8fb37b11f2b2a464a02387089fb5926.png +../../_images/83a4233659c028ddeedd524777b86bc7d06ed345bd8fc75569684e165272a140.png

    OK so more or less the same but this time on a regular grid. Note that these now have the same length as the OGGM inversion flowlines, i.e. one can do stuff such as comparing what OGGM has done for the inversion:

    @@ -2595,7 +2618,7 @@

    Bin the data in
    -../../_images/4734d949cf9eddf550e444dabf5c9864cef6fb0560f57e756b98d7a6e70ab741.png +../../_images/f30700c63704f22f0f0bac0c7e475f91bcdd1f7a9e7425ea55efa05ea9c560df.png
    @@ -2628,7 +2651,7 @@

    Compare velocities: at inversion -
    2023-08-27 21:12:18: oggm.cfg: PARAMS['inversion_glen_a'] changed from `2.4e-24` to `6.42968271645714e-24`.
+
    2024-01-05 20:14:50: oggm.cfg: PARAMS['inversion_glen_a'] changed from `2.4e-24` to `6.42968271645714e-24`.
    @@ -2668,7 +2691,7 @@

    Compare velocities: at inversion -../../_images/15dfab1dac5b8529aadc9a024fdcabbe57108a468554093d332581faaa6a1e09.png +../../_images/5e97d26a1a9b29e0cccd2e5662a477477744f0595c3cec8ab6322bcda6fbb38f.png

    The velocities are higher, because:

    @@ -2688,7 +2711,7 @@

    Velocities during the run -
    2023-08-27 21:12:21: oggm.cfg: PARAMS['store_fl_diagnostics'] changed from `False` to `True`.
+
    2024-01-05 20:14:52: oggm.cfg: PARAMS['store_fl_diagnostics'] changed from `False` to `True`.
    @@ -2715,7 +2738,7 @@

    Velocities during the run -../../_images/2bc1f2b79c2d64b995c8ba2e75aefa1324320a7f3fc73af35f788adc9accd687.png +../../_images/26e48d194d7d4ac3890c9dd733195d044131dca45fa827ee33cb1a5d24ad8422.png

    @@ -3120,14 +3143,14 @@

    Velocities during the run
    @@ -3371,7 +3394,7 @@

    Velocities during the run -../../_images/f0f4d422d4028effc68438e6a00fe024823ddd6fc84bd8b7471d44aafc3cb8fc.png +../../_images/8501855edb675a7b9397345a70e00e4bc92b1996f1c19fa231424944613c7b3a.png

    @@ -3391,7 +3414,7 @@

    Velocities during the run -../../_images/10fffffef4e8a4541bcd079f5d417b8b8107ad20205b01924154fc03c0a42087.png +../../_images/52baa16af880af5ed571d6821445352dde194cc5ef670a08cb45edc0367777cd.png

    @@ -3429,11 +3452,10 @@

    What’s next? + + + @@ -3465,6 +3484,7 @@

    What’s next?
    +
    Contents @@ -3500,6 +3520,7 @@

    What’s next? +

    @@ -3527,8 +3548,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/advanced/massbalance_calibration.html b/master/notebooks/advanced/massbalance_calibration.html index 62160897..70c485c4 100644 --- a/master/notebooks/advanced/massbalance_calibration.html +++ b/master/notebooks/advanced/massbalance_calibration.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -84,7 +85,16 @@ -     +     + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -138,6 +156,7 @@
    +
    @@ -200,6 +220,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    -
    2023-08-27 21:12:26: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:12:26: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:12:26: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:12:27: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
+
    2024-01-05 20:14:55: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:14:55: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:14:55: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:14:56: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
    @@ -559,8 +582,8 @@

    Set-up

    -
    2023-08-27 21:12:27: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
-2023-08-27 21:12:27: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
+
    2024-01-05 20:14:57: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
+2024-01-05 20:14:57: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
    @@ -575,7 +598,7 @@

    Set-up

    -../../_images/6abbe22466861f223e03e5bef9e3943ab252f1c9472d4e69fcd5d8fcdffccc1e.png +../../_images/5658bb78508c0c82ca803f3100062157a25019b42b3d5dcd068d15d737d8b9db.png
    @@ -806,7 +829,7 @@

    The new flexible calibration scheme in OGGM
    {'rgi_id': 'RGI60-11.00897',
  'bias': 0,
  'melt_f': 9.06088881579363,
- 'prcp_fac': 3.3571363162713674,
+ 'prcp_fac': 3.357136316271367,
  'temp_bias': 0,
  'reference_mb': -1100.3,
  'reference_mb_err': None,
@@ -848,7 +871,7 @@ 
    The new flexible calibration scheme in OGGM
-
    (1.6621867397806114, 3.3571363162713674, 5.0)
+
    (1.6621867397806107, 3.357136316271367, 5.0)
 
    
 
    
 
    
@@ -912,7 +935,7 @@ 
    The new flexible calibration scheme in OGGM
-../../_images/fe63aee83762c6f3744f90a274bc50ef4adf0616e8ebbf58144362245b75d79e.png
+../../_images/3281bfd50dd7b39657874a0e70bbbfd0507cb2a5d5f76aaf1e8f03c1e86adb9a.png

    For this glacier, over the same time period (here 2000-2020), the average MB is quite similar between the geodetic and in-situ observation and could even be explained by the fact that the in-situ observations are in hydrological years (starting in October of the previous year) and the geodetic observations are in calendar years. If you repeat the analysis for other glaciers with in-situ observations over that time period, you might see larger discrepancies.

    @@ -932,7 +955,7 @@

    Calibrate on direct glaciological in-situ MB observations
    {'rgi_id': 'RGI60-11.00897',
  'bias': 0,
  'melt_f': 11.27883598160852,
- 'prcp_fac': 3.3571363162713674,
+ 'prcp_fac': 3.357136316271367,
  'temp_bias': 0,
  'reference_mb': -648.223880597015,
  'reference_mb_err': None,
@@ -976,7 +999,7 @@ 
    Calibrate on direct glaciological in-situ MB observations
-../../_images/e3c9fc997218c26361585c0bd0c0650badd7230ef61ce5abbc47a5e7ff851227.png
+../../_images/ccf49105aeda143785dcaece48ec1c41c56c48e568c0c7b26e44a195427fb4b5.png

    The average MB over the entire time period is matched as we calibrate to it. However, the interannual mass-balance variability is different. How well the modelled annual mass-balance time series matches the observations can be for example assessed by looking at the correlation between modelled and observed annual MB

    @@ -1023,11 +1046,11 @@

    Dealing with errors and including your own mass-balance observations

    -
    2023-08-27 21:12:37: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.
-2023-08-27 21:12:37: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
+
    2024-01-05 20:15:04: oggm.workflow: init_glacier_directories from prepro level 3 on 1 glaciers.
+2024-01-05 20:15:04: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
 
    
 
    
-../../_images/cf36b4a42206f5afd52dc5078b64907385a9679510ab4bda17d5a24ec6712bbd.png
+../../_images/402309989e0fe6f9d4a1f9530207f8b616edaf1edd1ed89b1790e2b90e00cf27.png

    Let’s calibrate that glacier by only changing the melt_f, default in mb_calibration_from_scalar_mb:

    @@ -1058,7 +1081,7 @@

    Dealing with errors and including your own mass-balance observations

    -
    2023-08-27 21:12:53: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-13.11609: RGI60-13.11609: ref mb not matched. Try to set calibrate_param2.
+
    2024-01-05 20:15:14: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-13.11609: RGI60-13.11609: ref mb not matched. Try to set calibrate_param2.
    @@ -1194,7 +1217,7 @@

    Dealing with errors and including your own mass-balance observationsOverparameteristion or the magic choice of the best calibration option:

    -../../_images/f71afcc6602dfe76309711aa741d33dc8c9655e8edc4e4bbd39eec018cfd0c36.png +../../_images/3000bc68d7c599a9538848d0ea19b47bd02b9af63a363b4b68d632c15a582910.png

    All these combinations match the average ref_mb equally. The larger the chosen prcp_fac, the larger needs to be the calibrated melt_f when matching to the same average MB.

    @@ -1306,7 +1329,7 @@

    Overparameteristion or the magic choice of the best calibration option:

    -../../_images/938225edd807cd735a8380d8f82c1460c6bb1f8fcd8130f5afe37fad0155d9c5.png +../../_images/7bb86a4a9c5f8792fc15cb9458246f189cbad4650ab5358e51659825edb802ab.png

    The larger the prcp_fac and the melt_f, the larger is the interannual MB variability. For glaciers with in-situ observations, we can find a combination of prcp_fac and melt_f that has a similar interannnual MB variability than the observations. For example, you can choose a MB model parameter combination where the standard deviation quotient of the annual the modelled and observed MB is near to 1:

    @@ -1379,14 +1402,14 @@

    Overparameteristion or the magic choice of the best calibration option:

    -
    2023-08-27 21:12:54: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:54: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:54: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:54: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:55: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:55: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:55: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:55: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+
    2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:15: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
    @@ -1422,7 +1445,7 @@

    Overparameteristion or the magic choice of the best calibration option:

    -../../_images/98bc7429950edb98d75ff0cb55181c1b57c291c74c4575609543823ba9fc28ca.png +../../_images/14ef3dbc36dd174144eb371f258775a07e82809f8ee7679aeaa8bff45323a416.png

    A lower melt_f is needed if a positive temp_bias is applied… and with that the interannual MB variability gets smaller.

    @@ -1450,15 +1473,15 @@

    Overparameteristion or the magic choice of the best calibration option:
    -
    2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:56: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
-2023-08-27 21:12:57: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+
    2024-01-05 20:15:16: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
+2024-01-05 20:15:17: oggm.core.massbalance: RuntimeError occurred during task mb_calibration_from_scalar_mb on RGI60-11.00897: RGI60-11.00897: ref mb not matched. Try to set calibrate_param2.
    @@ -1494,7 +1517,7 @@

    Overparameteristion or the magic choice of the best calibration option:

    -../../_images/d691273d353c6334e87ccbeda11be0b04e8fea952125a882ab1dbbfc38a58042.png +../../_images/4b26c410e42c377a8d21aa4178f0a07640e167123cdcfa805712d5505986a9f5.png

    A larger temp_bias needs a larger prcp_fac … and with that the interannual MB variability gets larger.

    @@ -1516,7 +1539,7 @@

    Back to where we started: how did we calibrate the default pre-processed dir
    -
    2023-08-27 21:12:58: oggm.workflow: Execute entity tasks [mb_calibration_from_geodetic_mb] on 1 glaciers
+
    2024-01-05 20:15:18: oggm.workflow: Execute entity tasks [mb_calibration_from_geodetic_mb] on 1 glaciers
 
    
 
    
 
    [{'rgi_id': 'RGI60-11.00897',
@@ -1593,7 +1616,7 @@ 
    A look into the global parameter distributions
-../../_images/de7edaab7523fa7dd0279755bd3edf736de2f88e51fe0403acdf3bb8b2429b92.png
+../../_images/e18556f4660fbbf9bffdbca6442bd001bff2c404486af178de18932ac6d6ca5a.png
 
    
 
    
 
    TODO: here we could also add the global distrib of melt_f and prcp_f btw
    
@@ -1653,11 +1676,10 @@ 
    What’s next?
+              
+              
+
    @@ -1689,6 +1708,7 @@

    What’s next?
    +
    Contents @@ -1733,6 +1753,7 @@

    What’s next? +

    @@ -1760,8 +1781,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/advanced/merge_gcm_runs_and_visualize.html b/master/notebooks/advanced/merge_gcm_runs_and_visualize.html index ca9ef91e..c6e68430 100644 --- a/master/notebooks/advanced/merge_gcm_runs_and_visualize.html +++ b/master/notebooks/advanced/merge_gcm_runs_and_visualize.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

  • description :
    OGGM model output
    oggm_version :
    1.6.2.dev19+g76757e8
    calendar :
    365-day no leap
    creation_date :
    2024-01-05 20:16:45

    • We see that as a result, we get a xarray.Dataset. We also see that this dataset has three dimensions time, rgi_id and month_2d. When we look at the Data variables (click to expand) we can see that for each of these variables a certain combination of the dimensions is given. For example, for the volume we see the dimensions (time, rgi_id) which indicates that the underlying data is separated by each year and each glacier. Let’s have a look at the volume in 2030 and 2040 at the glacier ‘RGI60-15.03473’ (Ngojumba):

    @@ -2353,8 +2376,8 @@

    Merge datasets together

    + unit: m 3

    A more complete overview of how to access the data of xarray Dataset can be found here.

    This is quite useful, but unfortunately, we have one xarray Dataset for each (GCM, SCENARIO) pair. For an easier calculation and comparison between different GCMs and Scenarios(here SSPs), it would be desirable to combine all individual Datasets into one Dataset with the additional dimensions (GCM, SCENARIO). Fortunately, xarray provides different functions to merge Datasets (here you can find an Overview).

    @@ -2759,9 +2782,9 @@

    Merge datasets together + dtype='float64', name='time'))
  • rgi_id
    PandasIndex
    PandasIndex(Index(['RGI60-15.03473', 'RGI60-15.03733'], dtype='object', name='rgi_id'))
  • month_2d
    PandasIndex
    PandasIndex(Index([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], dtype='int64', name='month_2d'))
  • description :
    OGGM model output
    oggm_version :
    1.6.2.dev19+g76757e8
    calendar :
    365-day no leap
    creation_date :
    2024-01-05 20:16:45

    • You can see that now GCM is added as Coordinate, but when you look at the Data variables you see that this new Coordinate is not used by any of them. So we must add this new Coordinate to the Data variables using the .expand_dims() comment:

    @@ -4041,9 +4064,9 @@

    Merge datasets together + dtype='float64', name='time'))

  • PandasIndex
    PandasIndex(Index(['RGI60-15.03473', 'RGI60-15.03733'], dtype='object', name='rgi_id'))
  • PandasIndex
    PandasIndex(Index([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], dtype='int64', name='month_2d'))
  • PandasIndex
    PandasIndex(Index(['gfdl-esm4_r1i1p1f1'], dtype='object', name='GCM'))
  • description :
    OGGM model output
    oggm_version :
    1.6.2.dev19+g76757e8
    calendar :
    365-day no leap
    creation_date :
    2024-01-05 20:16:45

    • Now we see that GCM was added to the Dimensions and all Data variables now use this new coordinate. The same can be done with SCENARIO. As a standalone, this is not very useful. But if we add these coordinates to all datasets, it becomes quite handy for merging. Therefore we now open all datasets and add to each one the two coordinates GCM and SCENARIO:

    @@ -4960,36 +4983,36 @@

    Add new coordinates
    No data for GCM mpi-esm1-2-hr_r1i1p1f1 with SCENARIO ssp370 found!
    -
    2023-08-27 21:15:00: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:00: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:00: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:00: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:00: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:00: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:00: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:00: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:15:01: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:15:01: oggm.utils: Applying compile_run_output on 2 gdirs.
+
    2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:45: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:45: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:16:46: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:16:46: oggm.utils: Applying compile_run_output on 2 gdirs.
    @@ -5418,11 +5441,11 @@

    Calculate regional valuesNaN, should give a NaN. To be sure that this happens, you should add the keyword arguments skipna=True and min_count=amount_of_rgi_ids:

    @@ -5911,7 +5934,7 @@

    Calculate regional values(SCENARIO, time). This means we have calculated the median total volume for all different scenarios (here SSPs) and along the projection period. The mean, standard deviation (std) or percentiles can be also calculated in the same way as the median. Again, bare in mind, that for small sample sizes of GCM ensembles (around 15), which is almost always the case, it is often much more robust to use median and the interquartile range or other percentile ranges.

    @@ -6091,7 +6114,7 @@

    Visualisation with matplotlib or seaborn -../../_images/d12f8994c858ea7f76821fda0e3ed3e4c170f4cf08aa3a10d91096cd8342d88c.png +../../_images/836a54e2a76c6a0f7d46ca085e161ceea2d2c2457ca286e6424aa8fb51a5c4fe.png

    You have to choose which statistical estimate is best in your case. It is also a good possibility to just plot all the scenarios, and then to decide which statistical estimate describes best the spread in your case:

    @@ -6110,7 +6133,7 @@

    Visualisation with matplotlib or seaborn
    Text(0.5, 1.0, 'ssp585')
    -../../_images/923a64e2262b8b7c6dc64ad36074bc91d062d3eef49a60b17d730bd6de03866f.png +../../_images/6e1930ac57e1b92f3a957a7feb6c35d5c47f40f6e722c6db9fc20dba9828182d.png

    You could create similar plots even easier with seaborn, which has a lot of statistical estimation tools directly included (specifically in seaborn>=v0.12). You can for example check out this errorbar seaborn tutorial. Note that the outcome can be slightly different even for the same statistical estimate as e.g. seaborn and xarray might use different methods to compute the same thing.

    @@ -6136,7 +6159,7 @@

    Visualisation with matplotlib or seaborn -../../_images/104a750ff4790f19391706cdfaf9ea7df7266c8f2382ec5a0b36eaec3fec94b2.png +../../_images/5f53a3d56eda3b9e0345690981cb0d2119ba29a20415ffbf57b7afe454cf8ad0.png @@ -6163,11 +6186,9 @@

    Interactive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and Panel .lm-Widget > *[data-root-id]) { background-color: transparent !important; } -
    +
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    Interactive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and PanelInteractive visualisation with HoloViews and Panel
    -
    -
    +
    +
    - + +
    diff --git a/master/notebooks/advanced/numeric_solvers.html b/master/notebooks/advanced/numeric_solvers.html index ccfb1980..e2813784 100644 --- a/master/notebooks/advanced/numeric_solvers.html +++ b/master/notebooks/advanced/numeric_solvers.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K
    + +
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    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    @@ -585,7 +608,7 @@

    Flux-Based model is more flexible, but unstable -../../_images/dbe2c5a3891a228249b8cac22b39f55e34a286ace57d34af71619ae49c832831.png +../../_images/e5fc6f81ed6ccfcdbc379c59e521f02fe977bf412e3c7f7ffdb633146ae24958.png

    Whereas the Semi-Impicit model only works for single trapezoidal flowlines (elevation bands).

    @@ -605,8 +628,8 @@

    Flux-Based model is more flexible, but unstable -
    2023-08-27 21:18:14: oggm.core.flowline: ValueError occurred during task flowline_model_run_semi_implicit on RGI60-14.06794: Implicit model does not work with tributaries.
-2023-08-27 21:18:14: oggm.core.flowline: ValueError occurred during task run_random_climate_semi_implicit on RGI60-14.06794: Implicit model does not work with tributaries.
+
    2024-01-05 20:20:16: oggm.core.flowline: ValueError occurred during task flowline_model_run_semi_implicit on RGI60-14.06794: Implicit model does not work with tributaries.
+2024-01-05 20:20:16: oggm.core.flowline: ValueError occurred during task run_random_climate_semi_implicit on RGI60-14.06794: Implicit model does not work with tributaries.
    @@ -635,7 +658,7 @@

    Flux-Based model is more flexible, but unstable -../../_images/3ecb99ce6fa0d70a321305856c48a17980d169deb9ef5436e0b61e895e60e57c.png +../../_images/38b1d131f71a4e8e54b0a7c48e8b2babc49ceebc8c630b0215a2a75b9ed1e0c8.png

    You see that for the elevation band flowlines, both produce similar results. The differences arise from numeric instabilities in the Flux-Based model (see next paragraph). You can redo the experiment with a glacier where these instabilities are not that severe (e.g. RGI60-11.00897 Hintereisferner) and you will see both models produce the same result.

    @@ -651,8 +674,8 @@

    Semi-Implicit model is faster and more stable, but less flexible -
    Semi-Implicit time needed: 1.7 s
-Flux-Based time needed: 3.0 s
+
    Semi-Implicit time needed: 2.0 s
+Flux-Based time needed: 3.3 s
    @@ -678,7 +701,7 @@

    Semi-Implicit model is faster and more stable, but less flexible -../../_images/7a7f5b5bb8c044b16e00586d5cd0b36c46e54fad05be2288ebd198be03a2c7ec.png +../../_images/452572631a85326c4f0523740ee61211c1def5fe59f7021ecd7729ed33fc0018.png

    In this case instabilities are visible for the FluxBasedModel at around 30 km distance along the flowline. They can lead to very large velocities which reduce the maximum possible step size due to the cfl-criterion (see also in the documentation).

    @@ -691,7 +714,7 @@

    Semi-Implicit model is faster and more stable, but less flexible -
    2023-08-27 21:18:16: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
+
    2024-01-05 20:20:18: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
    @@ -709,7 +732,7 @@

    Have 5 minutes more? The bed shape of the downstream line -../../_images/32f311dbbbbd2669f0ac608302272a53b3aa05d2a0ecfcf163aa2eb328d53730.png +../../_images/2810ddb9b236f7efb2f9151ddde589da1b8a55e03fa5b29299819fc545a28094.png

    In OGGM before v1.6, with the FluxBasedModel, the shape of this downstream line was defined by fitting a parabola to the valley walls. However, for the SemiImplicitModel we had to change the shape to a trapezoidal, eventhough a parabola approximates a mountain valley arguably better. We checked the influence of this change on advancing glaciers and found negligibly small differences in the volume on a regional scale. There might be some differences in the area.

    @@ -749,7 +772,7 @@

    Have 5 minutes more? The bed shape of the downstream line -
    2023-08-27 21:18:24: oggm.cfg: PARAMS['downstream_line_shape'] changed from `trapezoidal` to `parabola`.
+
    2024-01-05 20:20:25: oggm.cfg: PARAMS['downstream_line_shape'] changed from `trapezoidal` to `parabola`.
 
    
 
    
 
    array([False, False, False, False, False, False, False, False, False,
@@ -799,11 +822,10 @@ 
    What’s next?
+              
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@@ -835,6 +854,7 @@ 
    What’s next?
    
 
+
   
    
   
    
      Contents
@@ -870,6 +890,7 @@ 
    What’s next?
     
+
   
    
   
   
    
@@ -897,8 +918,8 @@ 
    What’s next?
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+  
+
 
   
    
   
    
diff --git a/master/notebooks/advanced/observed_thickness_with_dynamic_spinup.html b/master/notebooks/advanced/observed_thickness_with_dynamic_spinup.html
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+    Dynamic model initialization using observed thickness data — OGGM tutorials
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    Dynamic model initialization using observed thickness data
    
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    Dynamic model initialization using observed thickness data#
    
+
    This notebook demonstrates the translation of thickness observations into bed topography in ‘flowline-space’ and a dynamic model initialization for projections. Guidelines for adding thickness observations to your glacier directory are provided in the tutorials Ingest gridded products such as ice velocity into OGGM and OGGM-Shop and Glacier Directories in OGGM.
    
+
    
+
    
+
    from oggm import utils, workflow, tasks, cfg, graphics
+import pandas as pd
+import matplotlib.pyplot as plt
+import copy
+import numpy as np
+import xarray as xr
+from scipy import optimize
+
    
+
    
+
    
+
    
+
    
+
    Translate thickness observations into elevation band flowlines#
    
+
    To convert thickness observations into bed topography, the initial step involves binning the data into elevation bands, as detailed in the tutorial Ingest gridded products such as ice velocity into OGGM. Fortunately, preprocessed directories are available, encompassing all data supported by the OGGM-Shop, already binned to elevation bands. This enables easy initialization of a dynamic flowline using tasks.init_present_time_glacier. Specify the data to be used with use_binned_thickness_data. Here, dynamic flowlines are defined using consensus thickness (Farinotti et al. 2019) and Millan thickness data (Millan et al. 2022).
    
+
    
+
    
+
    # initialize our test glacier from the preprocessed directories including the shop data
+cfg.initialize(logging_level='WARNING')
+cfg.PATHS['working_dir'] = utils.gettempdir('OGGM_thk_dyn_spn', reset=True)
+rgi_ids = ['RGI60-11.00897']
+
+# preprocessed directories including shop data and the default oggm dynamic initialisation
+base_url = 'https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/L3-L5_files/2023.3/elev_bands/W5E5_spinup_w_data/'
+
+gdirs = workflow.init_glacier_directories(
+    rgi_ids,  # which glaciers?
+    prepro_base_url=base_url,  # where to fetch the data?
+    from_prepro_level=4,  # what kind of data? 
+    prepro_border=80  # how big of a map?
+)
+
+gdir = gdirs[0]
+
    
+
    
+
    
+
    
+
    2024-01-05 20:20:28: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:20:28: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:20:28: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:20:29: oggm.workflow: init_glacier_directories from prepro level 4 on 1 glaciers.
+2024-01-05 20:20:29: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
+
    
+
    
+
    
+
    
+
    
+
    
+
    # This cell is only needed due to a bug in oggm v1.6.1 which was fixed and can be deleted with updated preprocessed directories
+bin_variables = ['consensus_ice_thickness', 'millan_ice_thickness']
+workflow.execute_entity_task(tasks.elevation_band_flowline,
+                             gdirs,
+                             bin_variables=bin_variables)
+workflow.execute_entity_task(tasks.fixed_dx_elevation_band_flowline,
+                             gdirs,
+                             bin_variables=bin_variables);
+
    
+
    
+
    
+
    
+
    2024-01-05 20:20:49: oggm.workflow: Execute entity tasks [elevation_band_flowline] on 1 glaciers
+2024-01-05 20:20:49: oggm.workflow: Execute entity tasks [fixed_dx_elevation_band_flowline] on 1 glaciers
+
    
+
    
+
    
+
    
+
    
+
    
+
    # create the dynamic flowlines for consensus and millan thickness
+tasks.init_present_time_glacier(gdir, filesuffix='_consensus',
+                                use_binned_thickness_data='consensus_ice_thickness')
+tasks.init_present_time_glacier(gdir, filesuffix='_millan',
+                                use_binned_thickness_data='millan_ice_thickness')
+
+# open the default oggm flowline and the two we just created
+fls_oggm = gdir.read_pickle('model_flowlines')
+fls_consensus = gdir.read_pickle('model_flowlines', filesuffix='_consensus')
+fls_millan = gdir.read_pickle('model_flowlines', filesuffix='_millan')
+
+# plot the created dynamic flowlines, including the oggm default
+fig, axs = plt.subplots(2, 2, figsize=(10, 7))
+fig.subplots_adjust(wspace=0.6, hspace=0.5)
+
+graphics.plot_modeloutput_section(fls_oggm, ax=axs[0][0], title='OGGM default')
+graphics.plot_modeloutput_section(fls_consensus, ax=axs[0][1], title='Consensus')
+graphics.plot_modeloutput_section(fls_millan, ax=axs[1][0], title='Millan')
+
+ax_compare = axs[1][1]
+ax_compare.plot(fls_oggm[0].surface_h, label='surface height')  # surface height is the same for all flowlines
+ax_compare.plot(fls_oggm[0].bed_h, label='OGGM default')
+ax_compare.plot(fls_consensus[0].bed_h, label='Consensus')
+ax_compare.plot(fls_millan[0].bed_h, label='Millan')
+ax_compare.set_title('Direct comparison')
+ax_compare.legend();
+
    
+
    
+
    
+
    
+../../_images/0a09adb5b2bc4fdbb0cccdac8be177897c6e58c00d58e21137bfdb0e066d1c5d.png
+
    
+
    
+
    The resulting flowlines exhibit identical surface and area height distributions, defined by the outline and the DEM. Comparing individual bed heights, there is minimal difference between OGGM default and consensus flowline bed heights. This is attributed to OGGM’s past contribution to the consensus estimate and the use of the consensus volume estimate in OGGM inversion. In contrast, the Millan bed height differs significantly.
    
+
    It’s crucial to note that these newly created flowlines maintain the total glacier volume of the observations. While OGGM default’s glacier volume is regionally calibrated, differences are expected compared to the consensus volume estimate, even though the consensus was used in the inversion (see next section).
    
+
    The key question now is how to dynamically calibrate and initialize the model with these newly generated flowlines.
    
+
    
+
    
+
    Dynamically calibrate and initialise todays glacier state, using flowlines from thickness observations#
    
+
    Now, we delve into the process of initializing the model using OGGM’s dynamic calibration methodology, elaborated in the tutorial Dynamic spinup and dynamic melt_f calibration for past simulations. In summary, the approach involves dynamically aligning the RGI area by identifying a suitable glacier state in the past and dynamically adjusting the melt factor of the mass balance to match observed geodetic mass balance. With the glacier bed defined by observations, there is an additional capability to dynamically match for the volume (further details below).
    
+
    To commence, use the dynamic calibration function run_dynamic_melt_f_calibration in conjunction with the newly created flowlines, which can be passed to init_model_fls. Refer to the designated tutorial Dynamic spinup and dynamic melt_f calibration for past simulations for more details on the other parameters.
    
+
    
+
    
+
    err_dmdtda_scaling_factor = 0.2  # the default value of oggm runs to account for correlated observation errors
+
+# Consensus flowline
+workflow.execute_entity_task(
+    tasks.run_dynamic_melt_f_calibration, gdirs,
+    init_model_fls=fls_consensus,
+    err_dmdtda_scaling_factor=err_dmdtda_scaling_factor,
+    ys=1979, ye=2020,
+    melt_f_max=cfg.PARAMS['melt_f_max'],
+    kwargs_run_function={'minimise_for': 'area',
+                         'do_inversion': False},
+    ignore_errors=True,
+    kwargs_fallback_function={'minimise_for': 'area',
+                              'do_inversion': False},
+    output_filesuffix='_spinup_historical_consensus',
+)
+
+# Millan flowlines
+workflow.execute_entity_task(
+    tasks.run_dynamic_melt_f_calibration, gdirs,
+    init_model_fls=fls_millan,
+    err_dmdtda_scaling_factor=err_dmdtda_scaling_factor,
+    ys=1979, ye=2020,
+    melt_f_max=cfg.PARAMS['melt_f_max'],
+    kwargs_run_function={'minimise_for': 'area',
+                         'do_inversion': False},
+    ignore_errors=True,
+    kwargs_fallback_function={'minimise_for': 'area',
+                              'do_inversion': False},
+    output_filesuffix='_spinup_historical_millan',
+)
+
    
+
    
+
    
+
    
+
    2024-01-05 20:20:50: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:20:52: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+
    
+
    
+
    [<oggm.core.flowline.SemiImplicitModel at 0x7f3a27b96ad0>]
+
    
+
    
+
    
+
    
+
    
+
    
+
    # define a plotting function to compare the dynamic model runs with the observations
+def compare_model_to_observations(gdir, filesuffixes):
+    
+    area_ref = gdir.rgi_area_m2
+    area_ref_error = area_ref * 0.01  # 1% is the default of the dynamic spinup
+    
+    df_dmdtda_ref = utils.get_geodetic_mb_dataframe().loc[gdir.rgi_id]
+    sel = df_dmdtda_ref.loc[df_dmdtda_ref['period'] == '2000-01-01_2020-01-01'].iloc[0]
+    # reference geodetic mass balance from Hugonnet 2021
+    dmdtda_ref = float(sel['dmdtda'])
+    # dmdtda: in meters water-equivalent per year -> we convert
+    dmdtda_ref *= 1000  # kg m-2 yr-1
+    # error of reference geodetic mass balance from Hugonnet 2021
+    dmdtda_ref_error = float(sel['err_dmdtda'])
+    dmdtda_ref_error *= 1000  # kg m-2 yr-1
+    dmdtda_ref_error *= err_dmdtda_scaling_factor
+    
+    dmdtda_comparison = f'dmdtda reference (with reduced uncertainty): {dmdtda_ref:.1f} +/- {dmdtda_ref_error:.1f} kg m-2 yr-1'
+
+    def get_dmdtda_modelled(volume, area_ref, yr0_ref_mb=2000, yr1_ref_mb=2020):
+        return ((volume.loc[yr1_ref_mb].values -
+                 volume.loc[yr0_ref_mb].values) /
+                area_ref /
+                (yr1_ref_mb - yr0_ref_mb) *
+                cfg.PARAMS['ice_density'])
+    
+    
+    # get the data of all model runs and plot it
+    fig, axs = plt.subplots(2, 1, figsize=(10, 6))
+    
+    for i, filesuffix in enumerate(filesuffixes):
+        if filesuffix == '':
+            label = 'OGGM default'
+        else:
+            label = filesuffix[1:]
+
+        fl = gdir.read_pickle('model_flowlines', filesuffix=filesuffix)[0]
+        with xr.open_dataset(
+            gdir.get_filepath('model_diagnostics',
+                              filesuffix=f'_spinup_historical{filesuffix}')) as ds:
+            ds_tmp = ds.load()
+        
+        # plot volume with reference
+        ref_year = gdir.rgi_date + 1
+        axs[0].plot(ds_tmp.time.values, ds_tmp.volume_m3.values,
+                    c=f'C{i}', label=label)
+        axs[0].plot(ref_year, fl.volume_m3,
+                    'o', c=f'C{i}', label=f'ref volume {label}')
+        
+
+        # plot area with reference
+        axs[1].plot(ds_tmp.time, ds_tmp.area_m2,
+                    c=f'C{i}', label=label)
+        axs[1].plot(ref_year, area_ref,
+                    'o', c=f'C{i}', label='ref area')
+        axs[1].plot([ref_year, ref_year],
+                    [area_ref - area_ref_error,
+                     area_ref + area_ref_error],
+                    c=f'C{i}')
+        
+        # add dmdtda as text
+        dmdtda_tmp = get_dmdtda_modelled(ds_tmp.volume_m3, area_ref)
+        dmdtda_comparison += (f'\n{f"dmdtda {label}:":<44} {dmdtda_tmp:.1f} kg m-2 yr-1, diff. to ref.: '
+                              f'{f"{dmdtda_tmp - dmdtda_ref:.1f}":>5} kg m-2 yr-1')
+        
+    axs[0].legend()
+    axs[0].set_ylabel('Volume [m³]')
+    axs[1].legend()
+    axs[1].set_ylabel('Area [m²]')
+    
+    print(dmdtda_comparison)
+
    
+
    
+
    
+
    
+
    
+
    
+
    compare_model_to_observations(gdir, ['', '_consensus', '_millan'])
+
    
+
    
+
    
+
    
+
    dmdtda reference (with reduced uncertainty): -1100.3 +/- 34.4 kg m-2 yr-1
+dmdtda OGGM default:                         -1130.1 kg m-2 yr-1, diff. to ref.: -29.8 kg m-2 yr-1
+dmdtda consensus:                            -1078.0 kg m-2 yr-1, diff. to ref.:  22.3 kg m-2 yr-1
+dmdtda millan:                               -1134.6 kg m-2 yr-1, diff. to ref.: -34.3 kg m-2 yr-1
+
    
+
    
+../../_images/0e9aeda6c94e1d7b31c88431f37dd875e3527c43f7af52c4c009dcc1e690f189.png
+
    
+
    
+
    In all three simulations, we observe that both the area and geodetic mass balance align within the target boundaries. Nevertheless, the volume is only coincidentally matched for the consensus estimate. This discrepancy arises because the current deformation parameter was calibrated during the inversion for OGGM default initialization, which incorporates an equilibrium assumption (see documention for more information). However, when defining the glacier bed from thickness observations, it becomes possible/necessary to calibrate the deformation parameter to match the observed volume during initialization. Although there is currently no implemented function for this, the following code should provide an idea of how it can be achieved:
    
+
    
+
    
+
    # create a other flowline for this, for later comparision
+tasks.init_present_time_glacier(gdir, filesuffix='_millan_adapted',
+                                use_binned_thickness_data='millan_ice_thickness')
+
+def to_minimize(glen_a):
+    ref_volume = fls_millan[0].volume_m3
+    workflow.execute_entity_task(
+        tasks.run_dynamic_melt_f_calibration, gdirs,
+        init_model_fls=gdir.read_pickle('model_flowlines',
+                                        filesuffix='_millan_adapted'),
+        err_dmdtda_scaling_factor=0.2,
+        ys=1979, ye=2020,
+        melt_f_max=cfg.PARAMS['melt_f_max'],
+        kwargs_run_function={'minimise_for': 'area',
+                             'do_inversion': False,
+                             'glen_a': glen_a},
+        ignore_errors=True,
+        kwargs_fallback_function={'minimise_for': 'area',
+                                  'do_inversion': False},
+        output_filesuffix='_spinup_historical_millan_adapted',
+    )
+    with xr.open_dataset(gdir.get_filepath('model_diagnostics',
+                                       filesuffix='_spinup_historical_millan_adapted')) as ds:
+        ds_millan_adapted = ds.load()
+    
+    return ref_volume - ds_millan_adapted.loc[{'time': gdir.rgi_date + 1}].volume_m3.values.item()
+
+
+glen_a_millan = optimize.brentq(to_minimize, 1e-22, 1e-24, xtol=1e-25)
+
+# conduct the dynamic initialisation once more to be sure the right one is saved
+workflow.execute_entity_task(
+    tasks.run_dynamic_melt_f_calibration, gdirs,
+    init_model_fls=gdir.read_pickle('model_flowlines', filesuffix='_millan_adapted'),
+    err_dmdtda_scaling_factor=0.2,
+    ys=1979, ye=2020,
+    melt_f_max=cfg.PARAMS['melt_f_max'],
+    kwargs_run_function={'minimise_for': 'area',
+                         'do_inversion': False,
+                         'glen_a': glen_a_millan},
+    ignore_errors=True,
+    kwargs_fallback_function={'minimise_for': 'area',
+                              'do_inversion': False,
+                              'glen_a': glen_a_millan},
+    output_filesuffix='_spinup_historical_millan_adapted',
+)
+
+compare_model_to_observations(gdir, ['', '_consensus', '_millan', '_millan_adapted'])
+
    
+
    
+
    
+
    
+
    dmdtda reference (with reduced uncertainty): -1100.3 +/- 34.4 kg m-2 yr-1
+dmdtda OGGM default:                         -1130.1 kg m-2 yr-1, diff. to ref.: -29.8 kg m-2 yr-1
+dmdtda consensus:                            -1078.0 kg m-2 yr-1, diff. to ref.:  22.3 kg m-2 yr-1
+dmdtda millan:                               -1134.6 kg m-2 yr-1, diff. to ref.: -34.3 kg m-2 yr-1
+dmdtda millan_adapted:                       -1098.7 kg m-2 yr-1, diff. to ref.:   1.6 kg m-2 yr-1
+
    
+
    
+
    2024-01-05 20:20:56: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:01: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:04: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:10: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:15: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:17: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:20: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:22: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+2024-01-05 20:21:24: oggm.workflow: Execute entity tasks [run_dynamic_melt_f_calibration] on 1 glaciers
+
    
+
    
+../../_images/872b83c5e1f1f134f4ceb6e0de85dcc0cfc3e352f6060f1e0eb74e7e35c33255.png
+
    
+
    
+
    Now, we achieve dynamic consistency by calibrating the Glen A factor, ensuring a match in area, geodetic mass balance and volume.
    
+
    
+
    
+
    glen_a_millan
+
    
+
    
+
    
+
    
+
    1.8798630929040718e-23
+
    
+
    
+
    
+
    
+
    Note that if the optimized Glen A factor falls outside expected boundaries, considering the use of a sliding factor fs is advisable.
    
+
    Important: To retain the optimized Glen A (and fs) during projections, it must be set in the glacier directory.
    
+
    
+
    
+
    # change glen_a in gdir for potential projection runs
+gdir.add_to_diagnostics('inversion_glen_a', glen_a_millan)
+# gdir.add_to_diagnostics('inversion_fs', fs_optimized)
+
    
+
    
+
    
+
    
+
    With this configuration, you can conduct projections as outlined in the tutorial 10 minutes to… a glacier change projection with GCM data.
    
+
    If you intend to undertake a comparative study using different thickness datasets, we highly recommend creating an individual glacier directory per thickness data to ensure consistent use of the correct dynamic parameters.
    
+
    
+
    
+
    What’s next?#
    
+
+
    
+
    
+
+    
+    
+
+                
    
+              
+
+              
+              
+              
+              
+                
+              
+            
    
+            
+            
+              
+                
    
+
+
+  
    
+  
    
+     Contents
+  
    
+  
    
+
+
    
+              
+            
+          
    
+          
    
+            
+
    
+  
+  
    
+    
+
    
+By OGGM e.V. and OGGM Contributors
+
    
+
+  
    
+  
+  
    
+    
+
+  
    
+  
+  
    
+    
+  
    
+  
+  
    
+    
+
    
+  
    
+These notebooks are licensed under a BSD-3-Clause license.
+
    
+© Copyright 2014-2021.
+
    
+
+
    
+  
    
+  
+
    
+          
    
+        
+
+      
    
+    
    
+  
    
+  
+  
+  
+
+
+  
    
+  
    
+  
+
\ No newline at end of file
diff --git a/master/notebooks/advanced/preprocessing_errors.html b/master/notebooks/advanced/preprocessing_errors.html
index 4272a643..7c6ab96f 100644
--- a/master/notebooks/advanced/preprocessing_errors.html
+++ b/master/notebooks/advanced/preprocessing_errors.html
@@ -3,7 +3,7 @@
 
 
 
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+
 
   
     
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+  
+
+  
 
     
     
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+  
+  
+  
    
+
+  
+  
+
   
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+
+  
    
   
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+    
    
+    
    
   
+  
    
+
   
    
     
    
       
+      
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+
   
 
 
    
@@ -198,6 +218,7 @@
 
  • Ingest gridded products such as ice velocity into OGGM
    • 
 
  • Merge, analyse and visualize OGGM GCM runs
    • 
 
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • 
+
  • Dynamic model initialization using observed thickness data
    • 
 
 
    RGI-TOPO
    
 
      
@@ -433,20 +454,22 @@
 
 
 
+
 
 
+
 
@@ -486,7 +509,7 @@ 
       Contents 
      
               
                 
 
-                
      
+                
      
                   
   
      
 
      Error analysis of the global pre-processing workflow#
      
@@ -534,7 +557,7 @@ 
      Analyze the errors
-../../_images/7bec4a8937ead434eccd921e41f64e8b0b24be97c044f47aee800a56addd1204.png
+../../_images/c4a7d6af9a46d904cef328a1c9f6eb07409cd3785c53d7e887d9cf33ef2ba40b.png
 
    
 
    
 
    
@@ -913,11 +936,10 @@ 
    What’s next?
+              
+              
+                
               
             
    
@@ -949,6 +968,7 @@ 
    What’s next?
    
 
+
   
    
   
    
      Contents
@@ -980,6 +1000,7 @@ 
    What’s next?
     
+
   
    
   
   
    
@@ -1007,8 +1028,8 @@ 
    What’s next?
-
+  
+
 
   
    
   
    
diff --git a/master/notebooks/advanced/run_with_a_spinup_and_gcm_data.html b/master/notebooks/advanced/run_with_a_spinup_and_gcm_data.html
index 2cd7321d..844bf471 100644
--- a/master/notebooks/advanced/run_with_a_spinup_and_gcm_data.html
+++ b/master/notebooks/advanced/run_with_a_spinup_and_gcm_data.html
@@ -3,7 +3,7 @@
 
 
 
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+
 
   
     
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+  
 
     
     
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+
   
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+  
    
   
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+
   
 
 
    
@@ -198,6 +218,7 @@
 
  • Ingest gridded products such as ice velocity into OGGM
    • 
 
  • Merge, analyse and visualize OGGM GCM runs
    • 
 
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • 
+
  • Dynamic model initialization using observed thickness data
    • 
 
 
    RGI-TOPO
    
 
 
    RGI-TOPO
    
 
    
 
    Now we use the RGI entity as template - it’s good to use the same attributes as the original RGI glacier, because most of them are already correct:
    
@@ -992,7 +1015,7 @@ 
    Make a new “RGI file”
 
    
 
    
-../../_images/399ec3198a2a478370c6d24fa97d8d42d34235b02179e25d766e83f44eed1310.png
+../../_images/8a89309dd5dd7835493f3cd0e1e18a4f572897d6adc708e534f4d91bfd3432f1.png
 
    
 
    
 
    Save it:
    
@@ -1070,7 +1093,7 @@ 
    Compute the intersects
 
    
 
    
-../../_images/47f8684a064da65197ad24cc30c130c613ae58ea471852ee55805e1528ebee23.png
+../../_images/29cbfbc997419f1a56d19bda57d66395cb3f9e2b3b1d2165324fad906a90eb42.png
 
    
 
    
 
    Good! Let’s use rgitools to compute the intersects for this new situation:
    
@@ -1123,9 +1146,9 @@ 
    Finally: the OGGM run
 
    
 
    
-
    2023-08-27 21:21:34: oggm.cfg: PARAMS['use_rgi_area'] changed from `True` to `False`.
-2023-08-27 21:21:34: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
-2023-08-27 21:21:34: oggm.workflow: Execute entity tasks [GlacierDirectory] on 3 glaciers
+
    2024-01-05 20:23:34: oggm.cfg: PARAMS['use_rgi_area'] changed from `True` to `False`.
+2024-01-05 20:23:34: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
+2024-01-05 20:23:34: oggm.workflow: Execute entity tasks [GlacierDirectory] on 3 glaciers
 
    
 
    
 
    
@@ -1143,13 +1166,13 @@ 
    Finally: the OGGM run
 
    
 
    
-
    2023-08-27 21:21:35: oggm.workflow: Execute entity tasks [define_glacier_region] on 3 glaciers
-2023-08-27 21:21:37: oggm.workflow: Execute entity tasks [glacier_masks] on 3 glaciers
-2023-08-27 21:21:38: oggm.workflow: Execute entity tasks [compute_centerlines] on 3 glaciers
-2023-08-27 21:21:38: oggm.workflow: Execute entity tasks [initialize_flowlines] on 3 glaciers
-2023-08-27 21:21:38: oggm.workflow: Execute entity tasks [catchment_area] on 3 glaciers
-2023-08-27 21:21:40: oggm.workflow: Execute entity tasks [catchment_width_geom] on 3 glaciers
-2023-08-27 21:21:40: oggm.workflow: Execute entity tasks [catchment_width_correction] on 3 glaciers
+
    2024-01-05 20:23:34: oggm.workflow: Execute entity tasks [define_glacier_region] on 3 glaciers
+2024-01-05 20:23:36: oggm.workflow: Execute entity tasks [glacier_masks] on 3 glaciers
+2024-01-05 20:23:37: oggm.workflow: Execute entity tasks [compute_centerlines] on 3 glaciers
+2024-01-05 20:23:37: oggm.workflow: Execute entity tasks [initialize_flowlines] on 3 glaciers
+2024-01-05 20:23:37: oggm.workflow: Execute entity tasks [catchment_area] on 3 glaciers
+2024-01-05 20:23:39: oggm.workflow: Execute entity tasks [catchment_width_geom] on 3 glaciers
+2024-01-05 20:23:39: oggm.workflow: Execute entity tasks [catchment_width_correction] on 3 glaciers
 
    
 
    
 
    
@@ -1161,7 +1184,7 @@ 
    Finally: the OGGM run
 
    
 
    
-../../_images/368240d0121fab8f6e110fe3c80be32b7a70a3c432bbb351b41f2b6603ca99ea.png
+../../_images/5935c4cd6bc628737a8d123daa6e903d6a7dbebb6f2249e4a0d8a0cded780c0b.png
 
    
 
    
 
    It works!
    
@@ -1202,15 +1225,15 @@ 
    Original RGI outlines
 
    
 
    
-
    2023-08-27 21:22:03: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:22:03: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:22:03: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:22:03: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
-2023-08-27 21:22:03: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
-2023-08-27 21:22:03: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
+
    2024-01-05 20:23:56: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:23:56: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:23:56: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:23:56: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
+2024-01-05 20:23:56: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
+2024-01-05 20:23:56: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
 
    
 
    
-../../_images/7374af31029b43dc17ac83d7e3f0ee0b3442d845d0749e9ac38ef6a67cdf08b4.png
+../../_images/9dc559d6b901c08523fe9cf7b30b434ac9dc18795aa3b8cb92c23f2d540fd183.png
 
    
 
    
 
    The upper glacier map is a zoom version of the plot below.
@@ -1227,7 +1250,7 @@ 
    Let’s merge these two outlines using geopandas
-../../_images/ddb57a3e4cd1e5ec51655c9f7688e7b2b79ca8ccfa95b92e2b0dfc15e18e9588.png
+../../_images/28031bd09d92426627fb8f8e99449bd5cd2a4fa0389f796f2ed649a2973927a5.png
 
    
 
    
 
@@ -1288,9 +1311,9 @@ 
    RGI attributes
-
    2023-08-27 21:22:18: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:22:18: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:22:18: oggm.cfg: Multiprocessing: using all available processors (N=2)
+
    2024-01-05 20:24:06: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:24:06: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:24:06: oggm.cfg: Multiprocessing: using all available processors (N=4)
 
    
 
    
 
    
@@ -1318,9 +1341,9 @@ 
    Run OGGM with this new glacier
-
    2023-08-27 21:22:18: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
-2023-08-27 21:22:18: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
-2023-08-27 21:22:18: oggm.workflow: Execute entity tasks [GlacierDirectory] on 1 glaciers
+
    2024-01-05 20:24:06: oggm.cfg: PARAMS['border'] changed from `80` to `10`.
+2024-01-05 20:24:06: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
+2024-01-05 20:24:06: oggm.workflow: Execute entity tasks [GlacierDirectory] on 1 glaciers
 
    
 
    
 
    [<oggm.GlacierDirectory>
@@ -1361,23 +1384,23 @@ 
    Run OGGM with this new glacier
-
    2023-08-27 21:22:19: oggm.workflow: Execute entity tasks [define_glacier_region] on 1 glaciers
-2023-08-27 21:22:19: oggm.core.gis: (RGI60-01.03890) define_glacier_region
-2023-08-27 21:22:19: oggm.utils: Downloading http://srtm.csi.cgiar.org/wp-content/uploads/files/srtm_5x5/TIFF/srtm_10_01.zip to /github/home/OGGM/download_cache/srtm.csi.cgiar.org/wp-content/uploads/files/srtm_5x5/TIFF/srtm_10_01.zip...
-2023-08-27 21:22:24: oggm.workflow: Execute entity tasks [glacier_masks] on 1 glaciers
-2023-08-27 21:22:24: oggm.core.gis: (RGI60-01.03890) glacier_masks
-2023-08-27 21:22:24: oggm.core.gis: (RGI60-01.03890) process_dem
-2023-08-27 21:22:24: oggm.core.gis: RGI60-01.03890: DEM needed interpolation.
-2023-08-27 21:22:25: oggm.workflow: Execute entity tasks [compute_centerlines] on 1 glaciers
-2023-08-27 21:22:25: oggm.core.centerlines: (RGI60-01.03890) compute_centerlines
-2023-08-27 21:22:25: oggm.workflow: Execute entity tasks [initialize_flowlines] on 1 glaciers
-2023-08-27 21:22:25: oggm.core.centerlines: (RGI60-01.03890) initialize_flowlines
-2023-08-27 21:22:26: oggm.workflow: Execute entity tasks [catchment_area] on 1 glaciers
-2023-08-27 21:22:26: oggm.core.centerlines: (RGI60-01.03890) catchment_area
-2023-08-27 21:22:31: oggm.workflow: Execute entity tasks [catchment_width_geom] on 1 glaciers
-2023-08-27 21:22:31: oggm.core.centerlines: (RGI60-01.03890) catchment_width_geom
-2023-08-27 21:22:33: oggm.workflow: Execute entity tasks [catchment_width_correction] on 1 glaciers
-2023-08-27 21:22:33: oggm.core.centerlines: (RGI60-01.03890) catchment_width_correction
+
    2024-01-05 20:24:07: oggm.workflow: Execute entity tasks [define_glacier_region] on 1 glaciers
+2024-01-05 20:24:07: oggm.core.gis: (RGI60-01.03890) define_glacier_region
+2024-01-05 20:24:08: oggm.utils: Downloading http://srtm.csi.cgiar.org/wp-content/uploads/files/srtm_5x5/TIFF/srtm_10_01.zip to /github/home/OGGM/download_cache/srtm.csi.cgiar.org/wp-content/uploads/files/srtm_5x5/TIFF/srtm_10_01.zip...
+2024-01-05 20:24:11: oggm.workflow: Execute entity tasks [glacier_masks] on 1 glaciers
+2024-01-05 20:24:11: oggm.core.gis: (RGI60-01.03890) glacier_masks
+2024-01-05 20:24:11: oggm.core.gis: (RGI60-01.03890) process_dem
+2024-01-05 20:24:12: oggm.core.gis: RGI60-01.03890: DEM needed interpolation.
+2024-01-05 20:24:12: oggm.workflow: Execute entity tasks [compute_centerlines] on 1 glaciers
+2024-01-05 20:24:12: oggm.core.centerlines: (RGI60-01.03890) compute_centerlines
+2024-01-05 20:24:13: oggm.workflow: Execute entity tasks [initialize_flowlines] on 1 glaciers
+2024-01-05 20:24:13: oggm.core.centerlines: (RGI60-01.03890) initialize_flowlines
+2024-01-05 20:24:13: oggm.workflow: Execute entity tasks [catchment_area] on 1 glaciers
+2024-01-05 20:24:13: oggm.core.centerlines: (RGI60-01.03890) catchment_area
+2024-01-05 20:24:17: oggm.workflow: Execute entity tasks [catchment_width_geom] on 1 glaciers
+2024-01-05 20:24:17: oggm.core.centerlines: (RGI60-01.03890) catchment_width_geom
+2024-01-05 20:24:18: oggm.workflow: Execute entity tasks [catchment_width_correction] on 1 glaciers
+2024-01-05 20:24:18: oggm.core.centerlines: (RGI60-01.03890) catchment_width_correction
 
    
 
    
 
    
@@ -1392,7 +1415,7 @@ 
    Run OGGM with this new glacier
-../../_images/0539ac710d74c49503b653f3d0ffda554ec8ddfc0c9e0aeeaee555f5eda223da.png
+../../_images/eff54ab501ecc8983367b49f8e4e8e5aab2e1a30eb5c6301324a26d129d677ce.png
 
    
 
    
 
    
@@ -1402,7 +1425,7 @@ 
    Run OGGM with this new glacier
-../../_images/d97316eb406eeb4719e4ec0bbbc338e721c6edfc94877d083dad3e01214578e6.png
+../../_images/2b3b7c5a80668a86b4ab3e439e15bb60ff0bd840a02cf493ac2a9f8c81f92a7d.png
 
    
 
    
 
    
@@ -1467,7 +1490,7 @@ 
    Case 3: start from a completely independent inventory
     
       0
-      NaN
+      None
       5X043P
       5X043P0038
       G084892E43502N
@@ -1481,7 +1504,7 @@ 
    Case 3: start from a completely independent inventory15.1
       247.5
       Landsat:P144R030,TM,2009-08-08
-      NaN
+      None
       2009年8月8日
       SRTM V4
       Feb, 2000
@@ -1491,7 +1514,7 @@ 
    Case 3: start from a completely independent inventory
     
       1
-      NaN
+      None
       5Y533B
       5Y533B0022
       G094299E35672N
@@ -1515,7 +1538,7 @@ 
    Case 3: start from a completely independent inventory
     
       2
-      NaN
+      None
       5O282A
       5O282A0750
       G096290E29880N
@@ -1529,7 +1552,7 @@ 
    Case 3: start from a completely independent inventory27.2
       96.5
       Landsat:P134R039,TM,2005-09-08
-      NaN
+      None
       2005年9月8日
       SRTM V4
       Feb, 2000
@@ -1539,7 +1562,7 @@ 
    Case 3: start from a completely independent inventory
     
       3
-      NaN
+      None
       5K441M
       5K441M0100
       G092234E32782N
@@ -1553,7 +1576,7 @@ 
    Case 3: start from a completely independent inventory15.2
       101.3
       Landsat:P137R037,TM,2007-09-19
-      NaN
+      None
       2007年9月19日
       SRTM V4
       Feb, 2000
@@ -1563,7 +1586,7 @@ 
    Case 3: start from a completely independent inventory
     
       4
-      NaN
+      None
       5O291B
       5O291B0528
       G097340E29195N
@@ -1577,7 +1600,7 @@ 
    Case 3: start from a completely independent inventory14.3
       329.4
       Landsat:P134R040,TM,2005-09-08
-      NaN
+      None
       2005年9月8日
       SRTM V4
       Feb, 2000
@@ -1789,20 +1812,20 @@ 
    Case 3: start from a completely independent inventory
 
    
 
    
-
    2023-08-27 21:22:39: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:22:39: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:22:39: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:22:39: oggm.cfg: Multiprocessing switched ON after user settings.
-2023-08-27 21:22:39: oggm.cfg: PARAMS['use_rgi_area'] changed from `True` to `False`.
-2023-08-27 21:22:39: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
-2023-08-27 21:22:39: oggm.workflow: Execute entity tasks [GlacierDirectory] on 5 glaciers
-2023-08-27 21:22:39: oggm.utils: Applying global task compile_glacier_statistics on 5 glaciers
-2023-08-27 21:22:39: oggm.workflow: Execute entity tasks [glacier_statistics] on 5 glaciers
-2023-08-27 21:22:39: oggm.utils: (RGI60-13.00002) glacier_statistics
-2023-08-27 21:22:39: oggm.utils: (RGI60-13.00001) glacier_statistics
-2023-08-27 21:22:41: oggm.utils: (RGI60-13.00003) glacier_statistics
-2023-08-27 21:22:41: oggm.utils: (RGI60-13.00004) glacier_statistics
-2023-08-27 21:22:41: oggm.utils: (RGI60-13.00005) glacier_statistics
+
    2024-01-05 20:24:23: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:24:23: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:24:23: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:24:23: oggm.cfg: Multiprocessing switched ON after user settings.
+2024-01-05 20:24:23: oggm.cfg: PARAMS['use_rgi_area'] changed from `True` to `False`.
+2024-01-05 20:24:23: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
+2024-01-05 20:24:23: oggm.workflow: Execute entity tasks [GlacierDirectory] on 5 glaciers
+2024-01-05 20:24:24: oggm.utils: Applying global task compile_glacier_statistics on 5 glaciers
+2024-01-05 20:24:24: oggm.workflow: Execute entity tasks [glacier_statistics] on 5 glaciers
+2024-01-05 20:24:24: oggm.utils: (RGI60-13.00001) glacier_statistics
+2024-01-05 20:24:24: oggm.utils: (RGI60-13.00002) glacier_statistics
+2024-01-05 20:24:24: oggm.utils: (RGI60-13.00003) glacier_statistics
+2024-01-05 20:24:24: oggm.utils: (RGI60-13.00004) glacier_statistics
+2024-01-05 20:24:25: oggm.utils: (RGI60-13.00005) glacier_statistics
 
    
 
    
 
    
@@ -2235,6 +2254,7 @@ 
    What’s next?
    
 
+
   
    
   
    
      Contents
@@ -2282,6 +2302,7 @@ 
    What’s next?
     
+
   
    
   
   
    
@@ -2309,8 +2330,8 @@ 
    What’s next?
-
+  
+
 
   
    
   
    
diff --git a/master/notebooks/advanced/where_are_the_flowlines.html b/master/notebooks/advanced/where_are_the_flowlines.html
index 50755141..18a570ef 100644
--- a/master/notebooks/advanced/where_are_the_flowlines.html
+++ b/master/notebooks/advanced/where_are_the_flowlines.html
@@ -3,7 +3,7 @@
 
 
 
-
+
 
   
     
@@ -19,15 +19,15 @@
   
   
   
-  
-
-
+  
+
+
 
   
-  
-  
-
-
+  
+  
+
+
 
     
     
@@ -38,8 +38,9 @@
     
   
   
-  
-
+  
+
+  
 
     
     
@@ -84,7 +85,16 @@
 
   
   
-      
+  
+  
+  
    
+
+  
+  
+
   
   Ctrl+K
 
    
   
    
+
+  
    
   
-    
+    
    
+    
    
   
+  
    
+
   
    
     
    
       
+      
+      
+        
+      
       
    
         
 
@@ -138,6 +156,7 @@
   
     
    
         
    
+
   
 
 
    
@@ -200,6 +220,7 @@
 
  • Ingest gridded products such as ice velocity into OGGM
    • 
 
  • Merge, analyse and visualize OGGM GCM runs
    • 
 
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • 
+
  • Dynamic model initialization using observed thickness data
    • 
 
 
    RGI-TOPO
    
 
    
 
    
 
    
-
    2023-08-27 21:23:04: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
+
    2024-01-05 20:24:42: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
 
    
 
    
 
    
@@ -1154,14 +1177,14 @@ 
    Flowline geometry after a run: with the new flowline diagnostics (new in v1.
     map_dx:               50.0
     dx:                   2.0
     description:          OGGM model output
-    oggm_version:         1.6.1
+    oggm_version:         1.6.2.dev19+g76757e8
     calendar:             365-day no leap
-    creation_date:        2023-08-27 21:23:04
+    creation_date:        2024-01-05 20:24:42
     water_level:          0
     glen_a:               1.1673342087451829e-23
     fs:                   0
     mb_model_class:       MultipleFlowlineMassBalance
-    mb_model_hemisphere:  nh
    
+      dtype='float64', name='time', length=101))
  • class :
    MixedBedFlowline
    map_dx :
    50.0
    dx :
    2.0
    description :
    OGGM model output
    oggm_version :
    1.6.2.dev19+g76757e8
    calendar :
    365-day no leap
    creation_date :
    2024-01-05 20:24:42
    water_level :
    0
    glen_a :
    1.1673342087451829e-23
    fs :
    0
    mb_model_class :
    MultipleFlowlineMassBalance
    mb_model_hemisphere :
    nh

    • The graphic routines in OGGM can’t (yet) be used to plot the flowline diagnostics, but here are some plots made with xarray alone.

    @@ -1377,7 +1400,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.
    -../../_images/c00c01ec9d6e70bef736ac7760c7d259c01ae731ee77507803e42164140e0abc.png +../../_images/fb7b756b3b764896b0360014eac9c0e369b8171d16248998131609287aca3abd.png

    The glacier surface height is needed for the next plot. This can be computed by adding up the heigth of the glacier bed and the glacier thickness.

    @@ -1405,7 +1428,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.
    -../../_images/9989283c2119236267868f516ae87371951f4e1e2791f30e61c107278c074dcc.png +../../_images/222f901e2c9ed7cfc0786d0bd95f575fabad3a4e59ace7c91505e97a15d6b2bc.png

    The flowline diagnostics also store velocities along the flowline:

    @@ -1417,7 +1440,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.
    -../../_images/2914209c60fb3dbe0d2a104385ec2000d3c81335a976de05df2986f27fed1451.png +../../_images/7469c058f417f96ecd9d9bff0ba79849b9d3f5e2fedecb0a1781a62e2574f36c.png

    New in OGGM v1.6.1: also the climatic mass-balance (\(\dot{m}\)), dh/dt (similar to \(\frac{\partial S}{\partial t}\) but for thickness instead of section-area) and the flux divergence (\(\nabla \cdot q\)) along the flowline are stored (see Documentation):

    @@ -1428,7 +1451,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.
    -../../_images/bdb664ecff09a74e97036388e7f18f8b89fc599f663c03b68e2032d2a893c4d6.png +../../_images/44c0a89c62f732c01f87d32509ed2e5d3e6ade60782bd629c2f474fcd880d3ab.png
    @@ -1438,7 +1461,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.

    -../../_images/7de7f8c243b8ad9485afec38bf1f4a659267ef20a0c3f4043129ca5b9c60227a.png +../../_images/9a6b0b09961101d9f6ac1823ca0ddefe4b51f2262f19429c72b003ff8403e0b5.png
    @@ -1448,7 +1471,7 @@

    Flowline geometry after a run: with the new flowline diagnostics (new in v1.

    -../../_images/8c4f2b49612e707a02cd25077257af69747443f30a9af57192c0571461d8f737.png +../../_images/09217b2dfbda29310d0e56a09974e3e9cfee96c7662e201d684527b757eced3b.png

    Note that we can see numeric instabilities in the flux divergence at year 20. The reason for this is that we used here the less stable dynamic numeric solver ‘Flux-Based’. For more information on this problem check out 10 minutes to… understand difference between ice dynamic models!

    @@ -1466,7 +1489,7 @@

    Location of the terminus over time -../../_images/486d43f20c4535af9da98ef6a2e5df29bbb7ed09a1c3ab89bc60df36028c4199.png +../../_images/8fe2024440de2c30f21637d046bc6a8803f03292784855023e3ab053e33b6502.png

    The first method to locate the terminus uses fancy pandas functions but may be more cryptic for less experienced pandas users:

    @@ -1477,17 +1500,10 @@

    Location of the terminus over time -
    ---------------------------------------------------------------------------
-SyntaxError                               Traceback (most recent call last)
-File /usr/local/pyenv/versions/3.10.12/lib/python3.10/site-packages/IPython/core/compilerop.py:86, in CachingCompiler.ast_parse(self, source, filename, symbol)
-     81 def ast_parse(self, source, filename='<unknown>', symbol='exec'):
-     82     """Parse code to an AST with the current compiler flags active.
-     83 
-     84     Arguments are exactly the same as ast.parse (in the standard library),
-     85     and are passed to the built-in compile function."""
----> 86     return compile(source, filename, symbol, self.flags | PyCF_ONLY_AST, 1)
-
-SyntaxError: invalid syntax (3717109820.py, line 1)
+
      Cell In[23], line 1
+    f.
+      ^
+SyntaxError: invalid syntax
    @@ -1509,7 +1525,7 @@

    Location of the terminus over time -../../_images/987bcb77ace96d6a1544976f1c3f4fe60e4159daa038ef920a6c8dbd62d8e069.png +../../_images/65bb5d04804fab03fd575e8b10da696639a77af80d9a4982f68759b2e4c59c2b.png

    @@ -1564,7 +1580,7 @@

    Flowline geometry after a run: with -
    2023-08-27 21:23:08: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
+
    2024-01-05 20:24:45: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
    @@ -1586,7 +1602,7 @@

    Flowline geometry after a run: with -../../_images/fd3e921d2ad9b221befdf25542e321071a0590e465e7e2eb64402a162357e44b.png +../../_images/941004944db90ff1200a858f0b7bebcdf62b8642e5d33d1e25ab2c34e8603c33.png

    @@ -1597,7 +1613,7 @@

    Flowline geometry after a run: with -../../_images/15467f7c69f8139884f25d20766e0d636fbb3473b6d7ef76a13b39993b8b1217.png +../../_images/aed4a80e3611f208020972dbd68d2e6a9c08e7be829ce482f684a312108f39da.png

    @@ -1608,7 +1624,7 @@

    Flowline geometry after a run: with -../../_images/8974dcede93725fd6b3931b72761fecabbdca3c0350b0bfd7570c310e8eca7cb.png +../../_images/0efce8c4e907cc0cbea635ebdd843b8c4cc3604d624452c758e66f9a96738ef3.png

    OK, now create a table of the main flowline’s grid points location and bed altitude (this does not change with time):

    @@ -1629,7 +1645,7 @@

    Flowline geometry after a run: with -../../_images/bc3fd1b7668871c487d053b813cff6721d7648713d49a1af30eca646bca17441.png +../../_images/33dae7c12f7ff3d971d6615e435d56ad47d84d58097fc9d6d5564a71553f29c6.png
    @@ -1639,7 +1655,7 @@

    Flowline geometry after a run: with -../../_images/6498ec05dd3d72c0563fdcb00ff948d64daa4c540a88d030c05232f3a45227c1.png +../../_images/24df4413ab57654065cb2d330d12c67936801fe086a835b471b39ef0c47277bc.png

    Now store a time varying array of ice thickness, surface elevation along this line:

    @@ -1668,7 +1684,7 @@

    Flowline geometry after a run: with -../../_images/cc7e621a8007d979df5bf93dda39a5ac4d8ad07e56488d60dc07dd0368d69527.png +../../_images/4ae718d2184c8108188cb72587c8ae4c731c60fefc45cdf2f51101699299b9a3.png
    @@ -1682,7 +1698,7 @@

    Flowline geometry after a run: with -../../_images/014ada61d9e4665128a35d2739a0a1b70bb77f610a583100b2907b6cacfe0467.png +../../_images/e9cddecaaf8b3908bcad9daac0c598205b438a1dadced69dc0d508101b79bf1d.png

    @@ -1705,7 +1721,7 @@

    Location of the terminus over time -../../_images/37596fc30edcd088d9b946a73e3402ffe9a44827a5ec92f218275a09c76e8e69.png +../../_images/0b1d2eef12169b675ff99f7d8c6edad3ff2b51baec265f5149fe15782c116432.png

    And now, method 2: less fancy but maybe easier to read?

    @@ -1770,11 +1786,10 @@

    What’s next? + + + @@ -1806,6 +1818,7 @@

    What’s next?
    +
    Contents @@ -1851,6 +1864,7 @@

    What’s next? +

    @@ -1878,8 +1892,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/deal_with_errors.html b/master/notebooks/beginner/deal_with_errors.html index 4014e832..4d7277ac 100644 --- a/master/notebooks/beginner/deal_with_errors.html +++ b/master/notebooks/beginner/deal_with_errors.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    • volume
      (time, rgi_id)
      float64
      6.154e+08 1.206e+10 ... 1.652e+10
      description :
      Total glacier volume
      unit :
      m 3
      array([[6.15421128e+08, 1.20610069e+10],
+       1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1])
    • time
      PandasIndex
      PandasIndex(Index([  0.0,   1.0,   2.0,   3.0,   4.0,   5.0,   6.0,   7.0,   8.0,   9.0,
+       [0., 0.]])
    • water_level
      (rgi_id)
      float64
      0.0 0.0
      description :
      Calving water level
      units :
      m
      array([0., 0.])
    • glen_a
      (rgi_id)
      float64
      6.007e-24 5.939e-24
      description :
      Simulation Glen A
      units :
      array([6.00670658e-24, 5.93945596e-24])
    • fs
      (rgi_id)
      float64
      0.0 0.0
      description :
      Simulation sliding parameter
      units :
      array([0., 0.])
    • time
      PandasIndex
      PandasIndex(Index([  0.0,   1.0,   2.0,   3.0,   4.0,   5.0,   6.0,   7.0,   8.0,   9.0,
        ...
        141.0, 142.0, 143.0, 144.0, 145.0, 146.0, 147.0, 148.0, 149.0, 150.0],
-      dtype='float64', name='time', length=151))
    • rgi_id
      PandasIndex
      PandasIndex(Index(['RGI60-11.00897', 'RGI60-11.01450'], dtype='object', name='rgi_id'))
  • description :
    OGGM model output
    oggm_version :
    1.6.1
    calendar :
    365-day no leap
    creation_date :
    2023-08-27 21:24:03
    • + dtype='float64', name='time', length=151))
  • rgi_id
    PandasIndex
    PandasIndex(Index(['RGI60-11.00897', 'RGI60-11.01450'], dtype='object', name='rgi_id'))
  • description :
    OGGM model output
    oggm_version :
    1.6.2.dev19+g76757e8
    calendar :
    365-day no leap
    creation_date :
    2024-01-05 20:25:25

    • @@ -1753,11 +1776,10 @@

    What’s next? + + + @@ -1789,6 +1808,7 @@

    What’s next?
    +
    Contents @@ -1825,6 +1845,7 @@

    What’s next? +

    @@ -1852,8 +1873,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/distribute_flowline.html b/master/notebooks/beginner/distribute_flowline.html index 518ca18d..3647dd84 100644 --- a/master/notebooks/beginner/distribute_flowline.html +++ b/master/notebooks/beginner/distribute_flowline.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    @@ -660,7 +683,7 @@

    Plot#
    -../../_images/43886bde935c2e03109fc74c64d49c9e631a21eecff7a31e1a76b1560e1a8c63.png +../../_images/3f7203cf3aefa027de103cff0a47cc4ac626a32dc522427865a136ad74f97dad.png

    Note: the simulation before the RGI date cannot be trusted - it is the result of the dynamical spinup. Furthermore, if the area is larger than the RGI glacier, the redistribution algorithm will put all mass in the glacier mask, which is not what we want:

    @@ -674,7 +697,7 @@

    Plot#
    -../../_images/c5b181863722fa1d338416a2e70e21f743aac9a3fed915163b17b078e6ce2627.png +../../_images/999a3e35ce304597209d2ef7dbce87b44dfc72cb101261675ef18db585b69e44.png

    Volume however is conserved:

    @@ -686,7 +709,7 @@

    Plot#
    -../../_images/ba0137cb18b161e6b79ffdde9834458ea4c420394281c64021caed6764cc5521.png +../../_images/7aee85b1cfdbcfa086a325afbcab794b0cf59d1d6281d338c9c75b372b0aeea8.png

    Therefore, lets just keep all data after the RGI year only:

    @@ -730,7 +753,7 @@

    Animation! -../../_images/89f9d8b9b7ff81c664eef525bd8ad778e6c42257045c00c1a08ed83e8890aae0.png +../../_images/c56566c435f99f22d11a10d9a809a3b1a53cd049cb3a0da3bc61bd84e316a304.png
    @@ -925,42 +948,42 @@

    Animation! - +
    - + oninput="anim10285d02b4f84485bfa7e1260c42f9b8.set_frame(parseInt(this.value));">
    - - - - - - - - -
    -
    - - - Once + - - Loop + - +

    @@ -970,13 +993,13 @@

    Animation! -../../_images/78fdaa85044666acceb37208ffd06ebfbaf12849b314b3cdd18a6c207446eda8.png +../../_images/f8f3949edab2f379fdb785e466e19f16c9099e78dd2fb754b229a5742a00b8e7.png
    @@ -72870,7 +72893,7 @@

    Finetune the visualisation -../../_images/945cad8e22322c293585bd28b5194bc0811618aed8363cab6e2fa2206e88661a.png +../../_images/57e202f8ff62bf0ac930223f09b16948dff93c9387c16bd4cff08c572db9e439.png

    @@ -73066,42 +73089,42 @@

    Finetune the visualisation - +
    - + oninput="anim3864b73451ef4214ac106e09b4e4d8f2.set_frame(parseInt(this.value));">
    - - - - - - - - -
    -
    - - - Once + - - Loop + - +

    @@ -73111,13 +73134,13 @@

    Finetune the visualisation + + + @@ -145506,6 +145525,7 @@

    Nice 3D videos
    +
    Contents @@ -145543,6 +145563,7 @@

    Nice 3D videos +

    @@ -145570,8 +145591,8 @@

    Nice 3D videos - + +
    diff --git a/master/notebooks/beginner/full_prepro_workflow.html b/master/notebooks/beginner/full_prepro_workflow.html index cd0b2a73..a64b4e07 100644 --- a/master/notebooks/beginner/full_prepro_workflow.html +++ b/master/notebooks/beginner/full_prepro_workflow.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    As a result, the glacier directories now store many more files. If you are interested, you can have a look:

    @@ -825,7 +848,7 @@

    Tasks#

    -
    ['outlines.tar.gz', 'dem_source.txt', 'log.txt', 'glacier_grid.json', 'flowline_catchments.tar.gz', 'model_flowlines.pkl', 'intersects.tar.gz', 'dem.tif', 'diagnostics.json', 'inversion_output.pkl', 'inversion_flowlines.pkl', 'gridded_data.nc', 'geometries.pkl', 'catchments_intersects.tar.gz', 'mb_calib.json', 'climate_historical.nc', 'inversion_input.pkl', 'downstream_line.pkl', 'centerlines.pkl']
+
    ['glacier_grid.json', 'centerlines.pkl', 'downstream_line.pkl', 'inversion_input.pkl', 'diagnostics.json', 'dem.tif', 'climate_historical.nc', 'log.txt', 'mb_calib.json', 'geometries.pkl', 'flowline_catchments.tar.gz', 'intersects.tar.gz', 'outlines.tar.gz', 'gridded_data.nc', 'inversion_flowlines.pkl', 'dem_source.txt', 'inversion_output.pkl', 'model_flowlines.pkl', 'catchments_intersects.tar.gz']
    @@ -850,10 +873,10 @@

    Other preprocessing tasks -
    2023-08-27 21:25:21: oggm.workflow: Execute entity tasks [catchment_area] on 2 glaciers
-2023-08-27 21:25:23: oggm.workflow: Execute entity tasks [catchment_width_geom] on 2 glaciers
-2023-08-27 21:25:25: oggm.workflow: Execute entity tasks [catchment_width_correction] on 2 glaciers
-2023-08-27 21:25:25: oggm.workflow: Execute entity tasks [compute_downstream_bedshape] on 2 glaciers
+
    2024-01-05 20:26:25: oggm.workflow: Execute entity tasks [catchment_area] on 2 glaciers
+2024-01-05 20:26:26: oggm.workflow: Execute entity tasks [catchment_width_geom] on 2 glaciers
+2024-01-05 20:26:28: oggm.workflow: Execute entity tasks [catchment_width_correction] on 2 glaciers
+2024-01-05 20:26:28: oggm.workflow: Execute entity tasks [compute_downstream_bedshape] on 2 glaciers
    @@ -866,7 +889,7 @@

    Other preprocessing tasks -../../_images/b92a69e0120e6850d2a4b2ade0f9ac215133a6b1a17b4ee2830d43d5d6e283fb.png +../../_images/a3cd84c26d1d96141f123e8d4ab8b783fc4631f8a8beeabf32a26c46ba96e2f1.png

    Each flowline now knows what area will contribute to its surface mass-balance and ice flow. Accordingly, it is possible to compute each glacier cross-section’s width, and correct it so that the total glacier area and elevation distribution is conserved:

    @@ -877,7 +900,7 @@

    Other preprocessing tasks -../../_images/1fc751fcb131abe9872d586587e3582e07e4fef267aebbc2b323e525c90c0d6d.png +../../_images/41d13950bddda2201d97c081e384e890d79b58983bf9829f570146ff70ac25b6.png

    @@ -898,10 +921,10 @@

    Computing the ice thickness (“inversion”) -
    2023-08-27 21:25:29: oggm.workflow: Execute entity tasks [apparent_mb_from_any_mb] on 2 glaciers
-2023-08-27 21:25:29: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 2 glaciers
-2023-08-27 21:25:29: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 2 glaciers
-2023-08-27 21:25:29: oggm.workflow: Execute entity tasks [filter_inversion_output] on 2 glaciers
+
    2024-01-05 20:26:31: oggm.workflow: Execute entity tasks [apparent_mb_from_any_mb] on 2 glaciers
+2024-01-05 20:26:31: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 2 glaciers
+2024-01-05 20:26:31: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 2 glaciers
+2024-01-05 20:26:31: oggm.workflow: Execute entity tasks [filter_inversion_output] on 2 glaciers
    @@ -914,7 +937,7 @@

    Computing the ice thickness (“inversion”) -../../_images/f4fbf6fc149585b82e1fae012c64ccc36df90a098441f791b0c0db876b0af4f1.png +../../_images/c7afc333a7416f231d186c79b6c59192a8a92b497607e5cb619fdb29f5de0b0c.png

    The inversion is realized with the default parameter settings: it must be noted that the model is sensitive to the choice of some of them, most notably the creep parameter A:

    @@ -947,7 +970,7 @@

    Computing the ice thickness (“inversion”) -../../_images/1729cfaca4f05bbdd17084c0897110245096c2d7331d4c78f993fac091bb1735.png +../../_images/86124ef304a007fc5eff5b51bab7dbc091e624a1bd35ef071dd8a95a3e2173c5.png

    There is no simple way to find the best A for each individual glacier. It can easily vary by a factor of 10 (or more) from one glacier to another. At the global scale, the “best” A is close to the default value (possibly between 1 and 1.5 times larger). The default parameter a good choice in a first step but be aware that reconstructions based on this default parameter might be very uncertain! See our ice thickness inversion tutorial for a more in-depth discussion.

    @@ -964,7 +987,7 @@

    Simulations -
    2023-08-27 21:25:32: oggm.workflow: Execute entity tasks [init_present_time_glacier] on 2 glaciers
+
    2024-01-05 20:26:33: oggm.workflow: Execute entity tasks [init_present_time_glacier] on 2 glaciers
    @@ -980,9 +1003,9 @@

    Simulations -
    2023-08-27 21:25:32: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
-2023-08-27 21:25:32: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
-2023-08-27 21:25:32: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
+
    2024-01-05 20:26:33: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
+2024-01-05 20:26:33: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
+2024-01-05 20:26:33: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
    @@ -996,8 +1019,8 @@

    Simulations -
    2023-08-27 21:25:50: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:25:50: oggm.utils: Applying compile_run_output on 2 gdirs.
+
    2024-01-05 20:26:54: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:26:54: oggm.utils: Applying compile_run_output on 2 gdirs.
    @@ -1383,10 +1406,10 @@

    Simulationsxarray, a very useful data analysis library based on pandas. For example, we can plot the volume and length evolution of both glaciers with time:

    @@ -1740,7 +1763,7 @@

    Simulations -../../_images/665750cc7eec607c7f8d7cf07df72353420bc5c70cc9e724b8e97d46da04f440.png +../../_images/57bec788a3213d5e87e9b8147778cfce383d519e393e21839aa7afba8a18f12f.png

    The full model output files can be used for plots:

    @@ -1755,7 +1778,7 @@

    Simulations -../../_images/fa185a581a6be4f2017296b5759ef334ab0acd9ae2dd3dee3bb6c0e686a3b8fa.png +../../_images/f09f53b47ed24cdee54e43a51d8e10203b101260c1a412f77a715770503a0a54.png

    @@ -1773,8 +1796,8 @@

    Sensitivity to temperature -
    2023-08-27 21:26:00: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
-2023-08-27 21:26:16: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
+
    2024-01-05 20:27:02: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
+2024-01-05 20:27:21: oggm.workflow: Execute entity tasks [run_random_climate] on 2 glaciers
    @@ -1787,10 +1810,10 @@

    Sensitivity to temperature -
    2023-08-27 21:26:36: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:26:36: oggm.utils: Applying compile_run_output on 2 gdirs.
-2023-08-27 21:26:36: oggm.utils: Applying global task compile_run_output on 2 glaciers
-2023-08-27 21:26:36: oggm.utils: Applying compile_run_output on 2 gdirs.
+
    2024-01-05 20:27:42: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:27:42: oggm.utils: Applying compile_run_output on 2 gdirs.
+2024-01-05 20:27:42: oggm.utils: Applying global task compile_run_output on 2 glaciers
+2024-01-05 20:27:42: oggm.utils: Applying compile_run_output on 2 gdirs.
    @@ -1813,7 +1836,7 @@

    Sensitivity to temperature -../../_images/f254cec5beb5689f443ae3637fee054107dc52b5ecbce8e4cb21b1d7f42d6504.png +../../_images/062f77ae6eaa863b7a71f83f5a80814b209246bc956967374f4e6a2281dca4a7.png

    From this experiment, we learn that a climate that is -0.5° colder than today (i.e. mean climate of 1985-2015) would barely be enough to maintain the Unteraar glacier in its present day geometry.

    @@ -1853,11 +1876,10 @@

    What’s next? + + + @@ -1889,6 +1908,7 @@

    What’s next?
    +
    Contents @@ -1935,6 +1955,7 @@

    What’s next? +

    @@ -1962,8 +1983,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/hydrological_output.html b/master/notebooks/beginner/hydrological_output.html index 3b20019f..35f75a00 100644 --- a/master/notebooks/beginner/hydrological_output.html +++ b/master/notebooks/beginner/hydrological_output.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -483,7 +506,7 @@

      Contents

      -
    @@ -564,6 +583,7 @@

    What’s next?
    +
    Contents @@ -592,6 +612,7 @@

    What’s next? +

    @@ -619,8 +640,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/inversion.html b/master/notebooks/beginner/inversion.html index 0ff52ab8..56eafc69 100644 --- a/master/notebooks/beginner/inversion.html +++ b/master/notebooks/beginner/inversion.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -84,7 +85,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -138,6 +156,7 @@
    +
    @@ -200,6 +220,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -435,20 +456,22 @@ + + @@ -496,7 +519,7 @@

      Contents

      -
      +

      Ice thickness inversion#

      @@ -574,12 +597,12 @@

      Run#

    -
    2023-08-27 21:26:42: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:26:42: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:26:42: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:26:44: oggm.cfg: Multiprocessing switched ON after user settings.
-2023-08-27 21:26:46: oggm.workflow: init_glacier_directories from prepro level 3 on 35 glaciers.
-2023-08-27 21:26:46: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 35 glaciers
+
    2024-01-05 20:27:47: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:27:47: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:27:47: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:27:49: oggm.cfg: Multiprocessing switched ON after user settings.
+2024-01-05 20:27:51: oggm.workflow: init_glacier_directories from prepro level 3 on 35 glaciers.
+2024-01-05 20:27:51: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 35 glaciers
    @@ -1546,7 +1569,7 @@

    Read the data -../../_images/cf19a6851b2d0d8d582b8da187d3cb06ae63c6867e6e914fc1942b25e63c55b7.png +../../_images/53a75065e77c93da73a3d90b7bd7c6dae9f77d92e9fd5fca632584428c7b6dc4.png

    As we can see, there is a clear relationship, but it is not perfect. Let’s fit a line to these data (the “volume-area scaling law”):

    @@ -1606,7 +1629,7 @@

    Results -../../_images/4811858ac7e79173ee3eb391c4584f1e103410eba81bffc398ae5cafc0698a45.png +../../_images/fea46afa3a9ac52d61c3b96d8d6a28bca5f0814cd5262c3b523ddbe092cfc944.png

    @@ -1641,7 +1664,7 @@

    Sensitivity analysis
    -../../_images/da2613711f2925de8016f844925bbf125216b505b80159ee28cf403558e75f33.png +../../_images/32f64249e89542ac23d61b247951940deaacf7c7ffd975fe4382be217fa8f633.png

    As you can see, there is quite a difference between the solutions. In particular, close to the default value for Glen A, the regional estimates are very sensitive to small changes in A. The calibration of A is a problem that has yet to be resolved by global glacier models…

    @@ -1658,42 +1681,42 @@

    Since OGGM version 1.4: calibrate to match the consensus estimate -
    2023-08-27 21:37:54: oggm.workflow: Applying global task calibrate_inversion_from_consensus on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Consensus estimate optimisation with A factor: 0.1 and fs: 0
-2023-08-27 21:37:54: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Consensus estimate optimisation with A factor: 10.0 and fs: 0
-2023-08-27 21:37:54: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Consensus estimate optimisation with A factor: 9.628954293399921 and fs: 0
-2023-08-27 21:37:54: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Consensus estimate optimisation with A factor: 7.584273809665188 and fs: 0
-2023-08-27 21:37:54: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:54: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Consensus estimate optimisation with A factor: 7.4100273087099495 and fs: 0
-2023-08-27 21:37:55: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Consensus estimate optimisation with A factor: 7.3729771721654 and fs: 0
-2023-08-27 21:37:55: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: calibrate_inversion_from_consensus converged after 5 iterations and fs=0. The resulting Glen A factor is 7.4100273087099495.
-2023-08-27 21:37:55: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
-2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+
    2024-01-05 20:35:24: oggm.workflow: Applying global task calibrate_inversion_from_consensus on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 0.1 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 10.0 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 9.628954293399921 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 7.584273809665188 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 7.4100273087099495 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Consensus estimate optimisation with A factor: 7.3729771721654 and fs: 0
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: calibrate_inversion_from_consensus converged after 5 iterations and fs=0. The resulting Glen A factor is 7.4100273087099495.
+2024-01-05 20:35:24: oggm.workflow: Applying global task inversion_tasks on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [prepare_for_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [mass_conservation_inversion] on 34 glaciers
+2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [get_inversion_volume] on 34 glaciers
    @@ -1786,7 +1809,7 @@

    Distributed ice thickness -
    2023-08-27 21:37:55: oggm.workflow: Execute entity tasks [distribute_thickness_per_altitude] on 35 glaciers
+
    2024-01-05 20:35:24: oggm.workflow: Execute entity tasks [distribute_thickness_per_altitude] on 35 glaciers
    @@ -1809,7 +1832,7 @@

    Distributed ice thickness -../../_images/c209b65b2b6af5cea8c05777ae31b375d7746930c75edb0fca9d291a125ca719.png +../../_images/907f061d3c39147abaca139f1cc7c13205dfbe543c74b904f65844db4563e5a6.png

    Since some people find geotiff data easier to read than netCDF, OGGM also provides a tool to convert the variables in gridded_data.nc file to a geotiff file:

    @@ -1827,7 +1850,7 @@

    Distributed ice thickness -
    2023-08-27 21:37:57: oggm.workflow: Execute entity tasks [gridded_data_var_to_geotiff] on 35 glaciers
+
    2024-01-05 20:35:25: oggm.workflow: Execute entity tasks [gridded_data_var_to_geotiff] on 35 glaciers
    @@ -1840,7 +1863,7 @@

    Distributed ice thickness -../../_images/4c721d589d57aeff70d919541231ba53526ab88afd16d3821e5bf237260a87e5.png +../../_images/530574dc84ba2016b96637ad7a3fd51b3e89d202dadb33d415db0e817f07225c.png

    In fact, tasks.gridded_data_var_to_geotiff() can save any variable in the gridded_data.nc file. The geotiff is named as the variable name with a .tif suffix. Have a try by yourself ;-)

    @@ -1858,7 +1881,7 @@

    Plot many glaciers on a map -../../_images/e18df25d9eca3e36d8c1e2617aa4d1a678a28f1edcc5e38493704f0f1398c038.png +../../_images/ebc76fec2a57219d9a475bf6e32b4b007b3ff94db15cb03654dfe435b704f133.png
    @@ -1871,7 +1894,7 @@

    Using OGGM -../../_images/3f204f89d8505cade4acb88887d5698e368617ad85867cb78c7c68f13ae247a2.png +../../_images/58647af62685d8ce3155b00e8e693c272fa09c3db6e9befd4c639a03ab5c4991.png

    This is however not always very useful because OGGM can only plot on a map as large as the local glacier map of the first glacier in the list. See this issue for a discussion about why. In this case, we had a large enough border, and like that all neighboring glacers are visible.

    @@ -1883,7 +1906,7 @@

    Using OGGM -../../_images/f7bdaccd9eec9ca847cd835751195235e71a3c989d9a7791813db61525057426.png +../../_images/b7e7f1fc709f962d17594046b377a2c8e4e8354081729997288395d2f3a86e13.png

    @@ -1912,7 +1935,7 @@

    Using salem -../../_images/66a6cd51ebfec87884cdec7a5138ecea6dab1896f38935dd09c9c101f600ea9d.png +../../_images/4d07799533fe0f8a6a5d2a1690b8d5813a4f1e29add7a088d59e38a0702575a1.png
    @@ -1944,7 +1967,7 @@

    Using salem -../../_images/e5aa679c304612f72d853f954e30466340bd67d72b2ff0951a638fb885dc1a15.png +../../_images/3e8a113712dd3dc018c22962a693ab2f99edf53517b765ec9a6b9386b32415bb.png

    @@ -1983,11 +2006,10 @@

    What’s next? + + + @@ -2019,6 +2038,7 @@

    What’s next?
    +
    Contents @@ -2058,6 +2078,7 @@

    What’s next? +

    @@ -2085,8 +2106,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/oggm_shop.html b/master/notebooks/beginner/oggm_shop.html index dbabf262..fe9ae503 100644 --- a/master/notebooks/beginner/oggm_shop.html +++ b/master/notebooks/beginner/oggm_shop.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    @@ -809,7 +832,7 @@

    RGItopo data -../../_images/6db717b7b82e5174a125727ab05d068dd09a1bad8aa645f7509208aa1cbb7ad8.png +../../_images/74ba95af223fdb3a6e80511b1a6e7c43db71420ea9f57a189f094886a6fcec66.png

    @@ -836,9 +859,9 @@

    OGGM-Shop: ITS-live -
    2023-08-27 21:38:31: oggm.workflow: Execute entity tasks [select_dem_from_dir] on 1 glaciers
-2023-08-27 21:38:31: oggm.workflow: Execute entity tasks [glacier_masks] on 1 glaciers
-2023-08-27 21:38:34: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
+
    2024-01-05 20:35:52: oggm.workflow: Execute entity tasks [select_dem_from_dir] on 1 glaciers
+2024-01-05 20:35:52: oggm.workflow: Execute entity tasks [glacier_masks] on 1 glaciers
+2024-01-05 20:35:54: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
    @@ -1241,9 +1264,9 @@

    OGGM-Shop: ITS-live
    @@ -1379,7 +1402,7 @@

    OGGM-Shop: ITS-live -../../_images/64281838f60dd10f28f4b616c484ffe8ad9626de8f0130ad574785812bf2d75c.png +../../_images/9b9d4924fcb8c935d9ecbf2c7f70a26d56d0077a58d836d20742bf1fffab66ce.png

    @@ -1400,7 +1423,7 @@

    OGGM-Shop: bed topography data from Farinotti et al., (2019) -
    2023-08-27 21:38:54: oggm.workflow: Execute entity tasks [add_consensus_thickness] on 1 glaciers
+
    2024-01-05 20:36:15: oggm.workflow: Execute entity tasks [add_consensus_thickness] on 1 glaciers
    @@ -1426,7 +1449,7 @@

    OGGM-Shop: bed topography data from Farinotti et al., (2019) -../../_images/4282d73d1e8b5841dedce85fe66b9983d71e163f3a8792c8cdaa878d2f99358e.png +../../_images/54e2d0c33fc12922db1ba5da91f36eb750fce67fdf7b6ab03d04542b2f53ecf8.png

    @@ -1442,7 +1465,7 @@

    New in V1.6! Millan et al., 2022 thickness and velocity dataset -
    2023-08-27 21:38:56: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
+
    2024-01-05 20:36:16: oggm.workflow: Execute entity tasks [velocity_to_gdir] on 1 glaciers
    @@ -1837,8 +1860,8 @@

    New in V1.6! Millan et al., 2022 thickness and velocity dataset

    @@ -2601,7 +2624,7 @@

    New in V1.6! Millan et al., 2022 thickness and velocity dataset -../../_images/906c8f9f74d42b82eeafc0c5a28c6a57d271ae03e213126c60a352bdad75af87.png +../../_images/a3812057a85854ca304c8cc27431f6c7e5543b9234ca1f377e9de9cb7d9f5142.png

    @@ -2649,11 +2672,10 @@

    What’s next? + + +

    @@ -2685,6 +2704,7 @@

    What’s next?
    +
    Contents @@ -2730,6 +2750,7 @@

    What’s next? +

    @@ -2757,8 +2778,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/beginner/plot_mass_balance.html b/master/notebooks/beginner/plot_mass_balance.html index dae2d922..35d69383 100644 --- a/master/notebooks/beginner/plot_mass_balance.html +++ b/master/notebooks/beginner/plot_mass_balance.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     +     + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -511,7 +534,7 @@

      Contents

      -
      +

      Plotting the OGGM surface mass-balance, the ELA and AAR#

      @@ -542,10 +565,10 @@

      Plotting the OGGM surface mass-balance, the ELA and AAR

    -
    2023-08-27 21:42:43: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:42:43: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:42:43: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:42:44: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
+
    2024-01-05 20:38:56: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:38:56: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:38:56: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:38:57: oggm.cfg: PARAMS['store_model_geometry'] changed from `False` to `True`.
    @@ -570,9 +593,9 @@

    Plotting the OGGM surface mass-balance, the ELA and AAR

    -
    2023-08-27 21:42:45: oggm.workflow: init_glacier_directories from prepro level 4 on 2 glaciers.
-2023-08-27 21:42:45: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
-2023-08-27 21:42:46: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
+
    2024-01-05 20:38:57: oggm.workflow: init_glacier_directories from prepro level 4 on 2 glaciers.
+2024-01-05 20:38:57: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
+2024-01-05 20:38:58: oggm.cfg: PARAMS['evolution_model'] changed from `SemiImplicit` to `FluxBased`.
    @@ -599,7 +622,7 @@

    The very easy way -../../_images/52ecf45f38010ce09a928251886dd75c3eee314fe4f4cb7367e1c4edbb115e92.png +../../_images/ba360adb98467d81bbe93e7e1af2772e7e4458ef4c362f9287001f2b1ff7b461.png

    In this particular case (Hintereisferner), we can also plot the measured data:

    @@ -618,7 +641,7 @@

    The very easy way -../../_images/438c5a893b770663a6adefdc59e409c4c7c6f4c330192d477139fec212a7b989.png +../../_images/9fdf2e1842f967fdefdbc67dc01f801290726eae9a309899557f84be02ea724e.png

    @@ -660,7 +683,7 @@

    Mass-balance profiles on flowlines -../../_images/972d705e1f897fafc34a9fc3a5da31ba80464545a6050f1b31e86a89917adf4d.png +../../_images/0531467a9001c2821c8fa5ee300fac3c7d19da26352de96029668ed20b98da4c.png

    @@ -683,7 +706,7 @@

    Mass-balance at any height -../../_images/55a3cfb2b2e475e52dcf77d4943b4a45ebc8d5889e27c491d41b86ce52b572fe.png +../../_images/ba6498a8e57d32ab840b24cf0172fe973bf3a727bc9c7ad5f7658d14f82c293f.png

    But again, for certain glaciers the mass-balance might change from one flowline to another!

    @@ -704,7 +727,7 @@

    Specific (glacier-wide) mass-balance -
    2023-08-27 21:42:47: oggm.cfg: PARAMS['store_fl_diagnostics'] changed from `False` to `True`.
+
    2024-01-05 20:38:59: oggm.cfg: PARAMS['store_fl_diagnostics'] changed from `False` to `True`.
    @@ -717,7 +740,7 @@

    Specific (glacier-wide) mass-balance -../../_images/5b058b091ae5eeb14a085a2418b9f46dc9f13bf85b2d56530d45d5be0dbc4f0a.png +../../_images/83658d5ac488242343fc2e4d98a07e1462d95a8cf2f195d00c044bf460822afc.png

    @@ -832,7 +855,7 @@

    Specific mass-balance from volume change time series
    -../../_images/2c953ae003fd858ac511217da915041e7c3766000daba459fc6d933210aed16a.png +../../_images/d5f752ef252eb11d64f9028129ff1abb8086593efa342a7db2eaab14c1d4f25a.png

    A few comments:

    @@ -877,7 +900,7 @@

    Retrospective mass-balance from model output -../../_images/903551f56a5d9db526cae592770f8a9894f9b7b5d76450502e1b49cd308a9400.png +../../_images/c725be677acf339524be9aa8b82f09dc5f1eab72f246009ac511102b1e0d4086.png @@ -906,8 +929,8 @@

    Compute and compile the ELA -
    2023-08-27 21:42:49: oggm.utils: Applying global task compile_ela on 2 glaciers
-2023-08-27 21:42:49: oggm.workflow: Execute entity tasks [compute_ela] on 2 glaciers
+
    2024-01-05 20:39:00: oggm.utils: Applying global task compile_ela on 2 glaciers
+2024-01-05 20:39:00: oggm.workflow: Execute entity tasks [compute_ela] on 2 glaciers
    @@ -926,7 +949,7 @@

    Compute and compile the ELA -../../_images/40bb2b030862b051c42ae8e858a20f5008965f12c0665a808af3b0fa54a04a29.png +../../_images/8bf14fc2d6d07c10f8b6435470a51b83e6e02c40a98fadbe5287b2d6b8bb6954.png

    When looking at many glaciers it might be useful to also plot the mean or average of the data. Let’s plot the mean ELA and the glacier area weighted ELA average. Of course, if you only use a few glaciers, as here, it can be much more robust to use the median instead. In the code below, median and mean are the same, because we just used two glaciers ;-) :

    @@ -944,7 +967,7 @@

    Compute and compile the ELA -../../_images/4ad8838bbf7a50053cdf7dcdae1c973f490c3e839b081f579628544424e6a6e2.png +../../_images/94d79318faf390d719e9b19d8dc5ddec37157e89f45e0823099482c2665db844.png

    How would the ELA look like if the climate is 1° warmer? Lets have a look at one of the glaciers:

    @@ -1010,8 +1033,8 @@

    Compute and compile the ELA -
    2023-08-27 21:42:50: oggm.utils: Applying global task compile_ela on 1 glaciers
-2023-08-27 21:42:50: oggm.workflow: Execute entity tasks [compute_ela] on 1 glaciers
+
    2024-01-05 20:39:01: oggm.utils: Applying global task compile_ela on 1 glaciers
+2024-01-05 20:39:01: oggm.workflow: Execute entity tasks [compute_ela] on 1 glaciers
    @@ -1026,7 +1049,7 @@

    Compute and compile the ELA -../../_images/c8a2fbeba0462b73995b9bf8e45ca0de8b3237ec4c463d5d0d967ef96b47801e.png +../../_images/761c4d5faa21dc33ee910a10dc6be8f56d07fa76304bf458a4d3d2e9be767fa9.png

    By using the precipitation_factor keyword, you can change the precipitation. Feel free to try that by yourself! At the moment, gdirs[0].read_json('mb_calib')['prcp_fac'] is applied.

    @@ -1040,8 +1063,8 @@

    Compute and compile the ELA -
    2023-08-27 21:42:50: oggm.utils: Applying global task compile_ela on 1 glaciers
-2023-08-27 21:42:50: oggm.workflow: Execute entity tasks [compute_ela] on 1 glaciers
+
    2024-01-05 20:39:02: oggm.utils: Applying global task compile_ela on 1 glaciers
+2024-01-05 20:39:02: oggm.workflow: Execute entity tasks [compute_ela] on 1 glaciers
    @@ -1056,7 +1079,7 @@

    Compute and compile the ELA -../../_images/293297f7209deaa1a4f76bb16d69c665342532706e15eecc48f6f08f00b49087.png +../../_images/b507ac8a22358855a73e44fdda306dfdde66036b8ed9a2414d49d2b1ef01825c.png

    In case you’re only intrested in specific years there is an option to just compute the ELA in those years. There is actually no need to save this data. Therefore we now just compute the ELA.

    @@ -1086,7 +1109,7 @@

    Compute and compile the ELA -../../_images/5f6c43f16e0f67c32ee041791cc664ee1a3c937ffc70734960cb150f3e0d5857.png +../../_images/9e115a8a159b3433f89ea5a871d302d78c3a15a9ae72f627e142f954e5c2cce0.png
    @@ -1097,7 +1120,7 @@

    Compute and compile the ELA -../../_images/bcf3af5229947de1ea5636660050e6e99058b9dad1c158430d813191ebf497f5.png +../../_images/3b3404ca4a74ed6bc2745a32f621867184af3c1134a80523467741e1938a08ed.png

    By now we have addressed most of the keyword agruments of the compile_ela and compute_ela functions. To use different climate than the default climate, you can make use of the climate_filename and climate_input_filesuffix keywords. In case you’re not familiar with those yet, please check out the run_with_gcm notebook.

    @@ -1139,7 +1162,7 @@

    Accumulation Area Ratio
    -../../_images/7d3f470819f063deda5464fdf310cad3e4370ddcbe0a41a59845965b55f3b6f5.png +../../_images/d7756c43f1da510f05c25f167d42965eace27a63d28abc88527e2ca0b46225cc.png

    Unsurprisingly, the AAR is strongly correlated to the ELA, but it is not fully linear due to the area distribution of the glacier:

    @@ -1150,7 +1173,7 @@

    Accumulation Area Ratio
    -../../_images/daf1e002f7c2b777b83ae66593a83b935aae1de1a3861ddf593cfc3b240f68ba.png +../../_images/81fc0f183fa2fef1cb8ad7cf4204533a0e950747beeb434b61c6b4c8ad813f67.png

    Now that we have looked at the static case, let’s to the same for glaciers with changing surface height:

    @@ -1185,7 +1208,7 @@

    Accumulation Area Ratio
    -../../_images/88bc30ad87582e81daa139d2e64ec59376094ce77c8dc78c7a3e501f5ac3607a.png +../../_images/2a8fa556805a5b04f6dca6d89eb69dba59c1674c85061f07e0bef7fbdbfa1d17.png

    You can see in the plot that the difference between the AAR calculated from the dynamic glacier and the one of the @@ -1230,11 +1253,10 @@

    What’s next? + + + @@ -1266,6 +1285,7 @@

    What’s next?
    +
    Contents @@ -1322,6 +1342,7 @@

    What’s next? +

    @@ -1349,8 +1370,8 @@

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    diff --git a/master/notebooks/beginner/store_and_compress_glacierdirs.html b/master/notebooks/beginner/store_and_compress_glacierdirs.html index 76cce82c..e618c7be 100644 --- a/master/notebooks/beginner/store_and_compress_glacierdirs.html +++ b/master/notebooks/beginner/store_and_compress_glacierdirs.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

    -
    2023-08-27 21:43:13: oggm.workflow: Execute entity tasks [gdir_to_tar] on 2 glaciers
+
    2024-01-05 20:39:19: oggm.workflow: Execute entity tasks [gdir_to_tar] on 2 glaciers
    @@ -783,11 +806,11 @@

    Bundle of directories

    -
    2023-08-27 21:43:13: oggm.workflow: Execute entity tasks [GlacierDirectory] on 2 glaciers
+
    2024-01-05 20:39:19: oggm.workflow: Execute entity tasks [GlacierDirectory] on 2 glaciers
    @@ -819,9 +842,9 @@

    Self-made pre-processed directories for “restart” workflows -
    2023-08-27 21:43:14: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
-2023-08-27 21:43:14: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
-2023-08-27 21:43:14: oggm.workflow: Execute entity tasks [gdir_to_tar] on 2 glaciers
+
    2024-01-05 20:39:19: oggm.workflow: init_glacier_directories from prepro level 3 on 2 glaciers.
+2024-01-05 20:39:19: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 2 glaciers
+2024-01-05 20:39:19: oggm.workflow: Execute entity tasks [gdir_to_tar] on 2 glaciers
    @@ -843,11 +866,11 @@

    Self-made pre-processed directories for “restart” workflows
    2023-08-27 21:43:14: oggm.workflow: Execute entity tasks [gdir_from_tar] on 2 glaciers
+
    2024-01-05 20:39:20: oggm.workflow: Execute entity tasks [gdir_from_tar] on 2 glaciers
    @@ -887,11 +910,10 @@

    What’s next? + + +

    @@ -923,6 +942,7 @@

    What’s next?
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    Contents @@ -956,6 +976,7 @@

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    diff --git a/master/notebooks/beginner/working_with_rgi.html b/master/notebooks/beginner/working_with_rgi.html index 396b4116..947c3194 100644 --- a/master/notebooks/beginner/working_with_rgi.html +++ b/master/notebooks/beginner/working_with_rgi.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -490,7 +513,7 @@

      Contents

      -
      +

      Working with the RGI files#

      @@ -619,8 +642,8 @@

      The RGI files and their attributes -../../_images/2dd5a2340a7d39b2adfbe907ae499094e9110ca17d2088a6003baa8d63b54ec9.png +../../_images/2dd1faa9e2ea07074adcf06f3d7bd3ec5b4696aa0b7d24d872639c1dc4911a20.png

    @@ -741,7 +764,7 @@

    The RGI files and their attributes -../../_images/104d2da3f0f6aa53ff469202f973d442cd1a67719ee63f2e9551366d0776a4b3.png +../../_images/fee5e6ff5ee2f2549a1d64f387ffb510d53c5a6c32596a91a36265155f4c8c20.png

    @@ -786,7 +809,7 @@

    Selecting glaciers in a basin -../../_images/7addfcabe4945e88c2c155c06a11b7518cad50bd18e071532aa14a43f0c4efd9.png +../../_images/508687fe464c6d0c12b815aca41e6075e675a3b310e581bab38bbdc75f9bff76.png

    And select all glaciers within this shape:

    @@ -808,7 +831,7 @@

    Selecting glaciers in a basin -../../_images/32d4ed2a8cd8c1b520f6a079e712def0592d858993d1ac768d095a5ac592ca26.png +../../_images/ef4c72a030235ec521fddb384c6ec9cae9a96412266f1fe82f3beb78a19e1014.png

    @@ -823,7 +846,7 @@

    Select glaciers by their ID -../../_images/6ed3782dcdc469dcffc20a5153e2c0e595c0bddf42fe06d71a94cc6901873ec4.png +../../_images/d7244359dc22ee1694a637c8435c6570e79c4d95b3747b120c3d89003e053361.png

    @@ -845,13 +868,13 @@

    Use the RGI files to start an OGGM run -
    2023-08-27 21:43:24: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:43:24: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:43:24: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:43:25: oggm.cfg: PARAMS['continue_on_error'] changed from `False` to `True`.
-2023-08-27 21:43:25: oggm.cfg: Multiprocessing switched ON after user settings.
-2023-08-27 21:43:26: oggm.workflow: init_glacier_directories from prepro level 5 on 54 glaciers.
-2023-08-27 21:43:26: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 54 glaciers
+
    2024-01-05 20:39:27: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:39:27: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:39:27: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:39:29: oggm.cfg: PARAMS['continue_on_error'] changed from `False` to `True`.
+2024-01-05 20:39:29: oggm.cfg: Multiprocessing switched ON after user settings.
+2024-01-05 20:39:29: oggm.workflow: init_glacier_directories from prepro level 5 on 54 glaciers.
+2024-01-05 20:39:29: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 54 glaciers
    @@ -865,9 +888,9 @@

    Use the RGI files to start an OGGM run -
    2023-08-27 21:43:30: oggm.workflow: Execute entity tasks [run_random_climate] on 54 glaciers
-2023-08-27 21:43:37: oggm.utils: Applying global task compile_run_output on 54 glaciers
-2023-08-27 21:43:37: oggm.utils: Applying compile_run_output on 54 gdirs.
+
    2024-01-05 20:39:31: oggm.workflow: Execute entity tasks [run_random_climate] on 54 glaciers
+2024-01-05 20:39:38: oggm.utils: Applying global task compile_run_output on 54 glaciers
+2024-01-05 20:39:38: oggm.utils: Applying compile_run_output on 54 gdirs.
    @@ -879,7 +902,7 @@

    Use the RGI files to start an OGGM run -../../_images/7f0e540aac983dee81b2cc47856038d5957c1c37897c699e03d8009ef3aa172a.png +../../_images/43663521423e70c5e350a3271d2fc7aafab9ec775619d417c9152a680df04aad.png

    This shows the summed up volume evolution of all glaciers of the Rofental basin.

    @@ -918,11 +941,10 @@

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    diff --git a/master/notebooks/construction/area_length_filter.html b/master/notebooks/construction/area_length_filter.html index 6f6db1c7..106ef4b1 100644 --- a/master/notebooks/construction/area_length_filter.html +++ b/master/notebooks/construction/area_length_filter.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -81,7 +82,16 @@ -     + + +
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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -432,20 +453,22 @@ + + @@ -490,7 +513,7 @@

      Contents

      -
      +

      Filter the glacier length and area time series#

      @@ -515,9 +538,9 @@

      Set-up

    -
    2023-08-27 21:43:43: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:43:43: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:43:43: oggm.cfg: Multiprocessing: using all available processors (N=2)
+
    2024-01-05 20:39:43: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:39:43: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:39:43: oggm.cfg: Multiprocessing: using all available processors (N=4)
    @@ -554,8 +577,8 @@

    Glacier directories -
    2023-08-27 21:43:44: oggm.workflow: init_glacier_directories from prepro level 5 on 1 glaciers.
-2023-08-27 21:43:44: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
+
    2024-01-05 20:39:45: oggm.workflow: init_glacier_directories from prepro level 5 on 1 glaciers.
+2024-01-05 20:39:45: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
    @@ -574,9 +597,9 @@

    Run#

    -
    2023-08-27 21:43:45: oggm.workflow: Execute entity tasks [run_random_climate] on 1 glaciers
-2023-08-27 21:43:45: oggm.core.flowline: (RGI60-11.00787) run_random_climate_commitment
-2023-08-27 21:43:45: oggm.core.flowline: (RGI60-11.00787) flowline_model_run_commitment
+
    2024-01-05 20:39:45: oggm.workflow: Execute entity tasks [run_random_climate] on 1 glaciers
+2024-01-05 20:39:45: oggm.core.flowline: (RGI60-11.00787) run_random_climate_commitment
+2024-01-05 20:39:45: oggm.core.flowline: (RGI60-11.00787) flowline_model_run_commitment
    @@ -592,8 +615,8 @@

    The problem -
    2023-08-27 21:43:46: oggm.utils: Applying global task compile_run_output on 1 glaciers
-2023-08-27 21:43:46: oggm.utils: Applying compile_run_output on 1 gdirs.
+
    2024-01-05 20:39:46: oggm.utils: Applying global task compile_run_output on 1 glaciers
+2024-01-05 20:39:46: oggm.utils: Applying compile_run_output on 1 gdirs.
    @@ -605,7 +628,7 @@

    The problem -../../_images/c8f9d803f14a652932d94105363a4848e6c672c809f1e320f30ec2bed24888ae.png +../../_images/30914bff0ec19b7abe0e304973dffcfb10e1ad9586e229e9a6dc4e84290f9f10.png

    @@ -615,7 +638,7 @@

    The problem -../../_images/c4c0194f60f0e670ff0b4b23fcd7ba5ab2ce07a709e7b9dbda716a7bdb85801f.png +../../_images/bb60d89585dab911bd44414a1dbae9bcd204fd61e9f5354fee0dbcf29b329cb7.png

    For small areas, the glacier has the unrealistic “spikes” described above.

    @@ -650,7 +673,7 @@

    Workaround -../../_images/bf452cc9c0fee3a0bef186af8dd5b7b3cbee0b52da90b0ae43119fb28d1400fc.png +../../_images/108d037a35f18032997789616ce356a2aaec995c2e1b59ad08db8bc3698daba5.png

    It works the same with length:

    @@ -668,7 +691,7 @@

    Workaround -../../_images/8a400408ad234bfc99f6ed562954a4dec0380042e89ad73b774c726af39ef4fa.png +../../_images/fc3558892d8efd39192cc53151bc7c8545dba6b671b426a041d04d749a66d12b.png

    @@ -706,11 +729,10 @@

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    diff --git a/master/notebooks/construction/inversion_with_frontal_ablation.html b/master/notebooks/construction/inversion_with_frontal_ablation.html index a33eccd0..a9c12ddd 100644 --- a/master/notebooks/construction/inversion_with_frontal_ablation.html +++ b/master/notebooks/construction/inversion_with_frontal_ablation.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -483,7 +506,7 @@

      Contents

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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -483,7 +506,7 @@

      Contents

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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -483,7 +506,7 @@

      Contents

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    diff --git a/master/notebooks/others/holoviz_intro.html b/master/notebooks/others/holoviz_intro.html index 549f679c..e2cc5a39 100644 --- a/master/notebooks/others/holoviz_intro.html +++ b/master/notebooks/others/holoviz_intro.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
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  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -495,7 +518,7 @@

      Contents

      -
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      Small overview of HoloViz capability of data exploration#

      @@ -629,7 +652,7 @@

      Exploring Pandas Dataframes -../../_images/272ed504c2349622c3c29ebeb57d1b515eb50f1be8aabd9207b669cd62f005f8.png +../../_images/97794c25deb5fdc4666940cb56b08b0a8be20742b35830256b5f509b6f993548.png

    Of course we can have a look at one variable only:

    @@ -640,7 +663,7 @@

    Exploring Pandas Dataframes -../../_images/a176fd546c4834d103e4144645572db598d96a3acb946d63312ac0abb40a52ca.png +../../_images/b07be80a0af854980e09ab7b4cbf12d6144f506787a53ca79a9a552183895ec1.png

    This creates a static plot using matplotlib. With this approach we also can make some further explorations, like calculating the monthly mean temperature:

    @@ -652,7 +675,7 @@

    Exploring Pandas Dataframes -../../_images/6d2886d345eb6335e009950579157950b71b04a8f8b6b0c30899724a51b7867c.png +../../_images/057969a7441c217f4635c4cd7acd37ee2a9616c11e1b632086b22aeaddfff504.png

    We can see the course of the parameter but we can not tell what was the exact temperature at January and we also cannot zoom in.

    @@ -676,11 +699,9 @@

    Exploring Data with hvPlot and BokehExploring Data with hvPlot and BokehExploring Data with hvPlot and BokehExploring Data with hvPlot and BokehExploring Data with hvPlot and Bokeh
    -
    +

    +
    -
    +
    +

    So this only was a very small look at the capability of HoloViz for data exploration and visualisation. There are much more you can do with HoloViz, but I think it is a package you should have a look at, because with only a few lines of code you can create an interactive plot which allow you to have an quick but also deep look at your data. I really recommend to visit the official HoloViz Tutorial and start using HoloViz :)

    @@ -3216,11 +3288,10 @@

    What’s next? + + +

    @@ -3252,6 +3320,7 @@

    What’s next?
    +
    Contents @@ -3292,6 +3361,7 @@

    What’s next? +

    @@ -3319,8 +3389,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/others/rgitopo_rgi6.html b/master/notebooks/others/rgitopo_rgi6.html index 3a6687ee..2c368d9f 100644 --- a/master/notebooks/others/rgitopo_rgi6.html +++ b/master/notebooks/others/rgitopo_rgi6.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -72,7 +73,7 @@ - + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -494,7 +517,7 @@

      Contents

      -
      +

      Compare different DEMs for individual glaciers: RGI-TOPO for RGI v6.0#

      @@ -579,10 +602,10 @@

      Check input and set up

    -
    2023-08-27 21:45:20: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:45:20: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:45:20: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:45:21: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
+
    2024-01-05 20:40:30: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:40:30: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:40:30: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:40:31: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
    @@ -602,8 +625,8 @@

    Download the data using OGGM utility functions -
    2023-08-27 21:45:22: oggm.workflow: init_glacier_directories from prepro level 1 on 1 glaciers.
-2023-08-27 21:45:22: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
+
    2024-01-05 20:40:31: oggm.workflow: init_glacier_directories from prepro level 1 on 1 glaciers.
+2024-01-05 20:40:31: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
    @@ -629,7 +652,7 @@

    Read the DEMs and store them all in a dataset 
    RGI ID: RGI60-11.00897
-Available DEM sources: ['AW3D30', 'COPDEM90', 'DEM3', 'ASTER', 'MAPZEN', 'SRTM', 'COPDEM30', 'NASADEM', 'TANDEM']
+Available DEM sources: ['ASTER', 'COPDEM30', 'TANDEM', 'COPDEM90', 'DEM3', 'MAPZEN', 'SRTM', 'AW3D30', 'NASADEM']
 Plotting directory: /__w/tutorials/tutorials/notebooks/others/outputs/RGI60-11.00897
    @@ -711,7 +734,7 @@

    Raw topography data -../../_images/7e6b033d8391c12a54b65695fb61ddfcc2d488d85bb8a8a2923315834fca1db1.png +../../_images/0054270f13f336af822d9e2761cdb1c0032ccdd4980bd8b5ed91b93aaddd656a.png

    @@ -748,7 +771,7 @@

    Shaded relief -../../_images/1f44f125eac7290d0c51e07b0bd969b0eb0b8c4d5891f2ca130c6d83b1dfdfb8.png +../../_images/c3ba177ac0b711550ef62bc88d33b86c9f7533e33a1b010b8e8460607357689a.png

    @@ -789,7 +812,7 @@

    Slope#

    -../../_images/46dfdcc76253ef6293bd721c175c83344da34b46c0d2a502785383903a9a87c9.png +../../_images/60a90d7d0bb13cc5d79ceb2ed721d53c8e1323dfddea1fd55030946ec5ec99dd.png
    @@ -833,15 +856,15 @@

    Some simple statistics about the DEMs - AW3D30 + ASTER + COPDEM30 + TANDEM COPDEM90 DEM3 - ASTER MAPZEN SRTM - COPDEM30 + AW3D30 NASADEM - TANDEM @@ -859,87 +882,87 @@

    Some simple statistics about the DEMs

    -
    [-100, -50, -20, -10, 0, 10, 20, 50, 100]
+
    [-80, -50, -30, -15, -10, -5, -2, -1, 0, 1, 2, 5, 10, 15, 30, 50, 80]
    @@ -1027,7 +1050,7 @@

    Comparison matrix plot

    -../../_images/7fc4c93da839c72a3a1656172fe1c2e17242f859345acc14648c5d89bfc29b81.png +../../_images/a370d3650902bb3838df43f9c44ccd0073a4e880cef6e649b3379d45e4446b30.png
    @@ -1058,11 +1081,7 @@

    Comparison scatter plot

    -
    /usr/local/pyenv/versions/3.10.12/lib/python3.10/site-packages/seaborn/axisgrid.py:118: UserWarning: The figure layout has changed to tight
-  self._figure.tight_layout(*args, **kwargs)
-
    -
    -../../_images/dd138e8846323398d80969e269eb8c6423983e66da34227f3ec3cd47f30b8656.png +../../_images/0dbefe5ed007805aee38f2b971ae6ca5a427fef15346f5151851c50a24132cca.png
    @@ -1093,15 +1112,15 @@

    Table statistics - AW3D30 + ASTER + COPDEM30 + TANDEM COPDEM90 DEM3 - ASTER MAPZEN SRTM - COPDEM30 + AW3D30 NASADEM - TANDEM @@ -1119,87 +1138,87 @@

    Table statistics - AW3D30 + ASTER + COPDEM30 + TANDEM COPDEM90 DEM3 - ASTER MAPZEN SRTM - COPDEM30 + AW3D30 NASADEM - TANDEM - AW3D30 + ASTER 1.000000 - 0.999660 - 0.998638 + 0.999343 + 0.999344 + 0.999365 + 0.998119 + 0.999455 + 0.998518 0.999315 - 0.999819 - 0.998216 + 0.999131 + + + COPDEM30 + 0.999343 + 1.000000 + 0.999932 + 0.999958 + 0.998258 + 0.999754 + 0.998275 0.999679 - 0.999553 + 0.999358 + + + TANDEM + 0.999344 + 0.999932 + 1.000000 + 0.999974 + 0.998220 + 0.999687 + 0.998315 0.999633 + 0.999342 COPDEM90 - 0.999660 + 0.999365 + 0.999958 + 0.999974 1.000000 0.998282 - 0.999365 0.999700 0.998394 - 0.999958 + 0.999660 0.999379 - 0.999974 DEM3 - 0.998638 + 0.998119 + 0.998258 + 0.998220 0.998282 1.000000 - 0.998119 0.998774 0.997864 - 0.998258 + 0.998638 0.999294 - 0.998220 - - - ASTER - 0.999315 - 0.999365 - 0.998119 - 1.000000 - 0.999455 - 0.998518 - 0.999343 - 0.999131 - 0.999344 MAPZEN - 0.999819 + 0.999455 + 0.999754 + 0.999687 0.999700 0.998774 - 0.999455 1.000000 0.998217 - 0.999754 + 0.999819 0.999643 - 0.999687 SRTM - 0.998216 + 0.998518 + 0.998275 + 0.998315 0.998394 0.997864 - 0.998518 0.998217 1.000000 - 0.998275 + 0.998216 0.998544 - 0.998315 - COPDEM30 + AW3D30 + 0.999315 0.999679 - 0.999958 - 0.998258 - 0.999343 - 0.999754 - 0.998275 + 0.999633 + 0.999660 + 0.998638 + 0.999819 + 0.998216 1.000000 - 0.999358 - 0.999932 + 0.999553 NASADEM - 0.999553 + 0.999131 + 0.999358 + 0.999342 0.999379 0.999294 - 0.999131 0.999643 0.998544 - 0.999358 - 1.000000 - 0.999342 - - - TANDEM - 0.999633 - 0.999974 - 0.998220 - 0.999344 - 0.999687 - 0.998315 - 0.999932 - 0.999342 + 0.999553 1.000000 @@ -1379,27 +1398,27 @@

    Table statistics - AW3D30-COPDEM90 - AW3D30-DEM3 - AW3D30-ASTER - AW3D30-MAPZEN - AW3D30-SRTM - AW3D30-COPDEM30 - AW3D30-NASADEM - AW3D30-TANDEM - COPDEM90-DEM3 - COPDEM90-ASTER + ASTER-COPDEM30 + ASTER-TANDEM + ASTER-COPDEM90 + ASTER-DEM3 + ASTER-MAPZEN + ASTER-SRTM + ASTER-AW3D30 + ASTER-NASADEM + COPDEM30-TANDEM + COPDEM30-COPDEM90 ... + DEM3-MAPZEN + DEM3-SRTM + DEM3-AW3D30 + DEM3-NASADEM MAPZEN-SRTM - MAPZEN-COPDEM30 + MAPZEN-AW3D30 MAPZEN-NASADEM - MAPZEN-TANDEM - SRTM-COPDEM30 + SRTM-AW3D30 SRTM-NASADEM - SRTM-TANDEM - COPDEM30-NASADEM - COPDEM30-TANDEM - NASADEM-TANDEM + AW3D30-NASADEM @@ -1429,171 +1448,171 @@

    Table statistics - AW3D30-COPDEM90 - AW3D30-DEM3 - AW3D30-ASTER - AW3D30-MAPZEN - AW3D30-SRTM - AW3D30-COPDEM30 - AW3D30-NASADEM - AW3D30-TANDEM - COPDEM90-DEM3 - COPDEM90-ASTER + ASTER-COPDEM30 + ASTER-TANDEM + ASTER-COPDEM90 + ASTER-DEM3 + ASTER-MAPZEN + ASTER-SRTM + ASTER-AW3D30 + ASTER-NASADEM + COPDEM30-TANDEM + COPDEM30-COPDEM90 ... + DEM3-MAPZEN + DEM3-SRTM + DEM3-AW3D30 + DEM3-NASADEM MAPZEN-SRTM - MAPZEN-COPDEM30 + MAPZEN-AW3D30 MAPZEN-NASADEM - MAPZEN-TANDEM - SRTM-COPDEM30 + SRTM-AW3D30 SRTM-NASADEM - SRTM-TANDEM - COPDEM30-NASADEM - COPDEM30-TANDEM - NASADEM-TANDEM + AW3D30-NASADEM @@ -1675,171 +1694,171 @@

    Table statistics + + +

    @@ -1917,6 +1932,7 @@

    What’s next?
    +
    Contents @@ -1956,6 +1972,7 @@

    What’s next? +

    @@ -1983,8 +2000,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/others/rgitopo_rgi7.html b/master/notebooks/others/rgitopo_rgi7.html index 4109607d..e7ab1ce0 100644 --- a/master/notebooks/others/rgitopo_rgi7.html +++ b/master/notebooks/others/rgitopo_rgi7.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -82,7 +83,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -136,6 +154,7 @@
    +
    @@ -198,6 +218,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -433,20 +454,22 @@ + + @@ -494,7 +517,7 @@

      Contents

      -
      +

      RGI-TOPO for RGI 7.0#

      @@ -579,10 +602,10 @@

      Check input and set up

    -
    2023-08-27 21:46:14: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
-2023-08-27 21:46:14: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
-2023-08-27 21:46:14: oggm.cfg: Multiprocessing: using all available processors (N=2)
-2023-08-27 21:46:15: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
+
    2024-01-05 20:41:08: oggm.cfg: Reading default parameters from the OGGM `params.cfg` configuration file.
+2024-01-05 20:41:08: oggm.cfg: Multiprocessing switched OFF according to the parameter file.
+2024-01-05 20:41:08: oggm.cfg: Multiprocessing: using all available processors (N=4)
+2024-01-05 20:41:10: oggm.cfg: PARAMS['use_intersects'] changed from `True` to `False`.
    @@ -601,11 +624,78 @@

    Download the data using OGGM utility functions -
    2023-08-27 21:46:16: oggm.workflow: init_glacier_directories from prepro level 1 on 1 glaciers.
-2023-08-27 21:46:16: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
-2023-08-27 21:46:16: oggm.utils: Downloading https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/rgitopo/2023.1/RGI70/b_010/L1/RGI2000-v7.0-G-01/RGI2000-v7.0-G-01-06.tar to /github/home/OGGM/download_cache/cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/rgitopo/2023.1/RGI70/b_010/L1/RGI2000-v7.0-G-01/RGI2000-v7.0-G-01-06.tar...
-2023-08-27 21:46:26: oggm.utils: Downloading https://cluster.klima.uni-bremen.de/~fmaussion/misc/rgi7_data/00_rgi70_regions/00_rgi70_O1Regions/00_rgi70_O1Regions.dbf to /github/home/OGGM/download_cache/cluster.klima.uni-bremen.de/~fmaussion/misc/rgi7_data/00_rgi70_regions/00_rgi70_O1Regions/00_rgi70_O1Regions.dbf...
-2023-08-27 21:46:26: oggm.utils: Downloading https://cluster.klima.uni-bremen.de/~fmaussion/misc/rgi7_data/00_rgi70_regions/00_rgi70_O2Regions/00_rgi70_O2Regions.dbf to /github/home/OGGM/download_cache/cluster.klima.uni-bremen.de/~fmaussion/misc/rgi7_data/00_rgi70_regions/00_rgi70_O2Regions/00_rgi70_O2Regions.dbf...
+
    2024-01-05 20:41:10: oggm.workflow: init_glacier_directories from prepro level 1 on 1 glaciers.
+2024-01-05 20:41:10: oggm.workflow: Execute entity tasks [gdir_from_prepro] on 1 glaciers
+2024-01-05 20:41:10: oggm.utils: Downloading https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/rgitopo/2023.1/RGI70/b_010/L1/RGI2000-v7.0-G-01/RGI2000-v7.0-G-01-06.tar to /github/home/OGGM/download_cache/cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/rgitopo/2023.1/RGI70/b_010/L1/RGI2000-v7.0-G-01/RGI2000-v7.0-G-01-06.tar...
+
    
+
    
+
    ---------------------------------------------------------------------------
+KeyError                                  Traceback (most recent call last)
+Cell In[6], line 4
+      2 gdir_url = 'https://cluster.klima.uni-bremen.de/~oggm/gdirs/oggm_v1.6/rgitopo/2023.1/'
+      3 # We use OGGM to download the data
+----> 4 gdir = init_glacier_directories([rgi_id], from_prepro_level=1, prepro_border=10,  prepro_rgi_version='70', prepro_base_url=gdir_url)[0]
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:426, in init_glacier_directories(rgidf, reset, force, from_prepro_level, prepro_border, prepro_rgi_version, prepro_base_url, from_tar, delete_tar)
+    424     if cfg.PARAMS['dl_verify']:
+    425         utils.get_dl_verify_data('cluster.klima.uni-bremen.de')
+--> 426     gdirs = execute_entity_task(gdir_from_prepro, entities,
+    427                                 from_prepro_level=from_prepro_level,
+    428                                 prepro_border=prepro_border,
+    429                                 prepro_rgi_version=prepro_rgi_version,
+    430                                 base_url=prepro_base_url)
+    431 else:
+    432     # We can set the intersects file automatically here
+    433     if (cfg.PARAMS['use_intersects'] and
+    434             len(cfg.PARAMS['intersects_gdf']) == 0 and
+    435             not from_tar):
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:191, in execute_entity_task(task, gdirs, **kwargs)
+    187     if ng > 3:
+    188         log.workflow('WARNING: you are trying to run an entity task on '
+    189                      '%d glaciers with multiprocessing turned off. OGGM '
+    190                      'will run faster with multiprocessing turned on.', ng)
+--> 191     out = [pc(gdir) for gdir in gdirs]
+    193 return out
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:191, in <listcomp>(.0)
+    187     if ng > 3:
+    188         log.workflow('WARNING: you are trying to run an entity task on '
+    189                      '%d glaciers with multiprocessing turned off. OGGM '
+    190                      'will run faster with multiprocessing turned on.', ng)
+--> 191     out = [pc(gdir) for gdir in gdirs]
+    193 return out
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:108, in _pickle_copier.__call__(self, arg)
+    106 for func in self.call_func:
+    107     func, kwargs = func
+--> 108     res = self._call_internal(func, arg, kwargs)
+    109 return res
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:102, in _pickle_copier._call_internal(self, call_func, gdir, kwargs)
+     99     gdir, gdir_kwargs = gdir
+    100     kwargs.update(gdir_kwargs)
+--> 102 return call_func(gdir, **kwargs)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/workflow.py:255, in gdir_from_prepro(entity, from_prepro_level, prepro_border, prepro_rgi_version, base_url)
+    252 tar_base = utils.get_prepro_gdir(prepro_rgi_version, rid, prepro_border,
+    253                                  from_prepro_level, base_url=base_url)
+    254 from_tar = os.path.join(tar_base.replace('.tar', ''), rid + '.tar.gz')
+--> 255 return oggm.GlacierDirectory(entity, from_tar=from_tar)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/oggm/utils/_workflow.py:2720, in GlacierDirectory.__init__(self, rgi_entity, base_dir, reset, from_tar, delete_tar)
+   2713 self.status = 'Glacier'
+   2714 ttkeys = {0: 'Land-terminating',
+   2715           1: 'Marine-terminating',
+   2716           2: 'Lake-terminating',
+   2717           3: 'Shelf-terminating',
+   2718           9: 'Not assigned',
+   2719           }
+-> 2720 self.terminus_type = ttkeys[rgi_entity['term_type']]
+   2721 if is_glacier_complex:
+   2722     self.rgi_version = '70C'
+
+KeyError: '9'
    @@ -617,17 +707,12 @@

    Download the data using OGGM utility functions -
    <oggm.GlacierDirectory>
-  RGI id: RGI2000-v7.0-G-01-06486
-  Region: 01: Alaska
-  Subregion: 01-02: Alaska Range (Wrangell/Kilbuck)
-  Glacier type: Glacier
-  Terminus type: Land-terminating
-  Status: Glacier or ice cap
-  Area: 0.961122833004822 km2
-  Lon, Lat: (-151.0094740399913, 63.061062)
-  Grid (nx, ny): (70, 88)
-  Grid (dx, dy): (24.0, -24.0)
+
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[7], line 1
+----> 1 gdir
+
+NameError: name 'gdir' is not defined
    @@ -642,6 +727,17 @@

    Read the DEMs and store them all in a dataset +
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[8], line 2
+      1 if sources is None:
+----> 2     sources = [src for src in os.listdir(gdir.dir) if src in utils.DEM_SOURCES]
+
+NameError: name 'gdir' is not defined
+
    +
    +

    @@ -653,7 +749,7 @@

    Read the DEMs and store them all in a dataset 
    RGI ID: RGI2000-v7.0-G-01-06486
-Available DEM sources: ['AW3D30', 'COPDEM90', 'DEM3', 'ASTER', 'MAPZEN', 'COPDEM30', 'ARCTICDEM', 'ALASKA', 'TANDEM']
+Available DEM sources: None
 Plotting directory: /__w/tutorials/tutorials/notebooks/others/outputs/RGI2000-v7.0-G-01-06486
    @@ -677,6 +773,20 @@

    Read the DEMs and store them all in a dataset +
    ---------------------------------------------------------------------------
+TypeError                                 Traceback (most recent call last)
+Cell In[10], line 3
+      1 # We use xarray to store the data
+      2 ods = xr.Dataset()
+----> 3 for src in sources:
+      4     demfile = os.path.join(gdir.dir, src) + '/dem.tif'
+      5     with rioxr.open_rasterio(demfile) as ds:
+
+TypeError: 'NoneType' object is not iterable
+
    +
    +

    @@ -689,6 +799,19 @@

    Read the DEMs and store them all in a dataset +
    ---------------------------------------------------------------------------
+TypeError                                 Traceback (most recent call last)
+Cell In[11], line 2
+      1 # Decide on the number of plots and figure size
+----> 2 ns = len(sources)
+      3 x_size = 12
+      4 n_cols = 3
+
+TypeError: object of type 'NoneType' has no len()
+
    +
    +

    @@ -735,7 +858,16 @@

    Raw topography data -../../_images/ad285278766a002ff1e83bd1dbdcd6ac74e48ed984f2e711f2f71d7553471746.png +
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[12], line 1
+----> 1 smap = salem.graphics.Map(gdir.grid, countries=False)
+      2 smap.set_shapefile(gdir.read_shapefile('outlines'))
+      3 smap.set_plot_params(cmap='topo')
+
+NameError: name 'gdir' is not defined
+
    +

    @@ -772,7 +904,21 @@

    Shaded relief -../../_images/e78220690304c238e6bb7a07a4d9001eb335b55015204204eab3f27edde8b9ee.png +
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[13], line 1
+----> 1 fig = plt.figure(figsize=(x_size, y_size))
+      2 grid = AxesGrid(fig, 111,
+      3                 nrows_ncols=(n_rows, n_cols),
+      4                 axes_pad=0.7,
+      5                 cbar_location='right',
+      6                 cbar_pad=0.1
+      7                 )
+      8 smap.set_plot_params(cmap='Blues')
+
+NameError: name 'x_size' is not defined
+
    +

    @@ -813,7 +959,21 @@

    Slope#

    -../../_images/24275b89b7c73d212b345b67b8fd06a9776952f1da2fea8ba2d93a2924192992.png +
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[14], line 1
+----> 1 fig = plt.figure(figsize=(x_size, y_size))
+      2 grid = AxesGrid(fig, 111,
+      3                 nrows_ncols=(n_rows, n_cols),
+      4                 axes_pad=0.7,
+   (...)
+      7                 cbar_pad=0.1
+      8                 )
+     10 smap.set_topography();
+
+NameError: name 'x_size' is not defined
+
    +

    @@ -831,6 +991,19 @@

    Some simple statistics about the DEMs +
    ---------------------------------------------------------------------------
+TypeError                                 Traceback (most recent call last)
+Cell In[15], line 2
+      1 df = pd.DataFrame()
+----> 2 for s in sources:
+      3     df[s] = ods[s].data.flatten()[ods.mask.data.flatten() == 1]
+      5 dfs = pd.DataFrame()
+
+TypeError: 'NoneType' object is not iterable
+
    +
    +

    @@ -841,147 +1014,56 @@

    Some simple statistics about the DEMs -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    AW3D30COPDEM90DEM3ASTERMAPZENCOPDEM30ARCTICDEMALASKATANDEM
    count0.01671.0000001671.0000001671.0000001671.0000001671.000000767.0000001671.0000001671.000000
    meanNaN5277.6948245328.5493725295.5876725319.2262125277.5141605529.4130865316.7353525153.806152
    stdNaN370.293671351.724101351.229245350.840381370.142792393.222015351.459656388.357605
    minNaN4584.8525394644.0000004565.0000004622.0000004585.6577154871.4228524610.9067384497.636719
    25%NaN4980.3203125058.0000005026.5000005050.0000004982.1350105111.4902345047.5153814837.172607
    50%NaN5231.6372075259.0000005250.0000005258.0000005231.7797855613.5395515255.3374025044.266113
    75%NaN5564.7265625590.0000005543.0000005578.5000005562.8132325869.9189455578.1904305441.289551
    maxNaN6073.2768556120.0000006113.0000006111.0000006073.8984386126.9633796116.8652345975.219727
    rangeNaN1488.4243161476.0000001548.0000001489.0000001488.2407231255.5405271505.9584961477.583008
    -

    +
    ---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+Cell In[16], line 1
+----> 1 dfs = df.describe()
+      2 dfs.loc['range'] = dfs.loc['max'] - dfs.loc['min']
+      3 dfs
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/generic.py:11544, in NDFrame.describe(self, percentiles, include, exclude)
+  11302 @final
+  11303 def describe(
+  11304     self,
+   (...)
+  11307     exclude=None,
+  11308 ) -> Self:
+  11309     """
+  11310     Generate descriptive statistics.
+  11311 
+   (...)
+  11542     max            NaN      3.0
+  11543     """
+> 11544     return describe_ndframe(
+  11545         obj=self,
+  11546         include=include,
+  11547         exclude=exclude,
+  11548         percentiles=percentiles,
+  11549     ).__finalize__(self, method="describe")
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:91, in describe_ndframe(obj, include, exclude, percentiles)
+     87     describer = SeriesDescriber(
+     88         obj=cast("Series", obj),
+     89     )
+     90 else:
+---> 91     describer = DataFrameDescriber(
+     92         obj=cast("DataFrame", obj),
+     93         include=include,
+     94         exclude=exclude,
+     95     )
+     97 result = describer.describe(percentiles=percentiles)
+     98 return cast(NDFrameT, result)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:160, in DataFrameDescriber.__init__(self, obj, include, exclude)
+    157 self.exclude = exclude
+    159 if obj.ndim == 2 and obj.columns.size == 0:
+--> 160     raise ValueError("Cannot describe a DataFrame without columns")
+    162 super().__init__(obj)
+
+ValueError: Cannot describe a DataFrame without columns
+
    +
    +
    @@ -1001,6 +1083,20 @@

    Comparison matrix plot

    +
    +
    ---------------------------------------------------------------------------
+TypeError                                 Traceback (most recent call last)
+Cell In[17], line 4
+      2 df_diff = pd.DataFrame()
+      3 done = []
+----> 4 for s1, s2 in itertools.product(sources, sources):
+      5     if s1 == s2:
+      6         continue
+
+TypeError: 'NoneType' object is not iterable
+
    +
    +
    @@ -1023,23 +1119,7 @@

    Comparison matrix plot

    -
    [-800,
- -500,
- -300,
- -150,
- -100,
- -50,
- -20,
- -10,
- 0,
- 10,
- 20,
- 50,
- 100,
- 150,
- 300,
- 500,
- 800]
+
    []
    @@ -1081,7 +1161,16 @@

    Comparison matrix plot

    -../../_images/7eab23d6c4570d7842e97c87f8700c9a9b29bb94864de04974ec112e223042d9.png +
    ---------------------------------------------------------------------------
+NameError                                 Traceback (most recent call last)
+Cell In[19], line 1
+----> 1 smap.set_plot_params(levels=levels, cmap='PuOr', extend='both')
+      2 smap.set_shapefile(gdir.read_shapefile('outlines'))
+      4 fig = plt.figure(figsize=(14, 14))
+
+NameError: name 'smap' is not defined
+
    +
    @@ -1112,11 +1201,36 @@

    Comparison scatter plot

    -
    /usr/local/pyenv/versions/3.10.12/lib/python3.10/site-packages/seaborn/axisgrid.py:118: UserWarning: The figure layout has changed to tight
-  self._figure.tight_layout(*args, **kwargs)
+
    ---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+Cell In[20], line 12
+      8     points = np.linspace(l1, l2, 100)
+      9     plt.gca().plot(points, points, color='k', marker=None,
+     10                    linestyle=':', linewidth=3.0)
+---> 12 g = sns.pairplot(df.dropna(how='all', axis=1).dropna(), plot_kws=dict(s=50, edgecolor="C0", linewidth=1));
+     13 g.map_offdiag(plot_unity)
+     14 for asx in g.axes:
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/seaborn/axisgrid.py:2119, in pairplot(data, hue, hue_order, palette, vars, x_vars, y_vars, kind, diag_kind, markers, height, aspect, corner, dropna, plot_kws, diag_kws, grid_kws, size)
+   2117 # Set up the PairGrid
+   2118 grid_kws.setdefault("diag_sharey", diag_kind == "hist")
+-> 2119 grid = PairGrid(data, vars=vars, x_vars=x_vars, y_vars=y_vars, hue=hue,
+   2120                 hue_order=hue_order, palette=palette, corner=corner,
+   2121                 height=height, aspect=aspect, dropna=dropna, **grid_kws)
+   2123 # Add the markers here as PairGrid has figured out how many levels of the
+   2124 # hue variable are needed and we don't want to duplicate that process
+   2125 if markers is not None:
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/seaborn/axisgrid.py:1272, in PairGrid.__init__(self, data, hue, vars, x_vars, y_vars, hue_order, palette, hue_kws, corner, diag_sharey, height, aspect, layout_pad, despine, dropna)
+   1269 self.square_grid = self.x_vars == self.y_vars
+   1271 if not x_vars:
+-> 1272     raise ValueError("No variables found for grid columns.")
+   1273 if not y_vars:
+   1274     raise ValueError("No variables found for grid rows.")
+
+ValueError: No variables found for grid columns.
 
    
 
    
-../../_images/9ecea3ce1864799dfab6826436c149d15befa8f1974d55fe71c1b9bc8405e507.png
    @@ -1129,135 +1243,54 @@

    Table statistics -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    AW3D30COPDEM90DEM3ASTERMAPZENCOPDEM30ARCTICDEMALASKATANDEM
    count0.01671.0000001671.0000001671.0000001671.0000001671.000000767.0000001671.0000001671.000000
    meanNaN5277.6948245328.5493725295.5876725319.2262125277.5141605529.4130865316.7353525153.806152
    stdNaN370.293671351.724101351.229245350.840381370.142792393.222015351.459656388.357605
    minNaN4584.8525394644.0000004565.0000004622.0000004585.6577154871.4228524610.9067384497.636719
    25%NaN4980.3203125058.0000005026.5000005050.0000004982.1350105111.4902345047.5153814837.172607
    50%NaN5231.6372075259.0000005250.0000005258.0000005231.7797855613.5395515255.3374025044.266113
    75%NaN5564.7265625590.0000005543.0000005578.5000005562.8132325869.9189455578.1904305441.289551
    maxNaN6073.2768556120.0000006113.0000006111.0000006073.8984386126.9633796116.8652345975.219727
    -

    +
    ---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+Cell In[21], line 1
+----> 1 df.describe()
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/generic.py:11544, in NDFrame.describe(self, percentiles, include, exclude)
+  11302 @final
+  11303 def describe(
+  11304     self,
+   (...)
+  11307     exclude=None,
+  11308 ) -> Self:
+  11309     """
+  11310     Generate descriptive statistics.
+  11311 
+   (...)
+  11542     max            NaN      3.0
+  11543     """
+> 11544     return describe_ndframe(
+  11545         obj=self,
+  11546         include=include,
+  11547         exclude=exclude,
+  11548         percentiles=percentiles,
+  11549     ).__finalize__(self, method="describe")
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:91, in describe_ndframe(obj, include, exclude, percentiles)
+     87     describer = SeriesDescriber(
+     88         obj=cast("Series", obj),
+     89     )
+     90 else:
+---> 91     describer = DataFrameDescriber(
+     92         obj=cast("DataFrame", obj),
+     93         include=include,
+     94         exclude=exclude,
+     95     )
+     97 result = describer.describe(percentiles=percentiles)
+     98 return cast(NDFrameT, result)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:160, in DataFrameDescriber.__init__(self, obj, include, exclude)
+    157 self.exclude = exclude
+    159 if obj.ndim == 2 and obj.columns.size == 0:
+--> 160     raise ValueError("Cannot describe a DataFrame without columns")
+    162 super().__init__(obj)
+
+ValueError: Cannot describe a DataFrame without columns
+
    +
    +
    @@ -1284,126 +1317,9 @@

    Table statistics - AW3D30 - COPDEM90 - DEM3 - ASTER - MAPZEN - COPDEM30 - ARCTICDEM - ALASKA - TANDEM - - AW3D30 - NaN - NaN - NaN - NaN - NaN - NaN - NaN - NaN - NaN - - - COPDEM90 - NaN - 1.000000 - 0.995559 - 0.995702 - 0.996033 - 0.999891 - 0.957821 - 0.996075 - 0.928387 - - - DEM3 - NaN - 0.995559 - 1.000000 - 0.997277 - 0.998911 - 0.995141 - 0.957046 - 0.998666 - 0.934220 - - - ASTER - NaN - 0.995702 - 0.997277 - 1.000000 - 0.997390 - 0.995283 - 0.960869 - 0.997280 - 0.923299 - - - MAPZEN - NaN - 0.996033 - 0.998911 - 0.997390 - 1.000000 - 0.995645 - 0.957611 - 0.999929 - 0.930963 - - - COPDEM30 - NaN - 0.999891 - 0.995141 - 0.995283 - 0.995645 - 1.000000 - 0.957143 - 0.995697 - 0.928303 - - - ARCTICDEM - NaN - 0.957821 - 0.957046 - 0.960869 - 0.957611 - 0.957143 - 1.000000 - 0.957513 - 0.858754 - - - ALASKA - NaN - 0.996075 - 0.998666 - 0.997280 - 0.999929 - 0.995697 - 0.957513 - 1.000000 - 0.930687 - - - TANDEM - NaN - 0.928387 - 0.934220 - 0.923299 - 0.930963 - 0.928303 - 0.858754 - 0.930687 - 1.000000 -

    @@ -1415,244 +1331,54 @@

    Table statistics -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    AW3D30-COPDEM90AW3D30-DEM3AW3D30-ASTERAW3D30-MAPZENAW3D30-COPDEM30AW3D30-ARCTICDEMAW3D30-ALASKAAW3D30-TANDEMCOPDEM90-DEM3COPDEM90-ASTER...MAPZEN-COPDEM30MAPZEN-ARCTICDEMMAPZEN-ALASKAMAPZEN-TANDEMCOPDEM30-ARCTICDEMCOPDEM30-ALASKACOPDEM30-TANDEMARCTICDEM-ALASKAARCTICDEM-TANDEMALASKA-TANDEM
    count0.00.00.00.00.00.00.00.01671.0000001671.000000...1671.000000767.0000001671.0000001671.000000767.0000001671.0000001671.000000767.000000767.0000001671.000000
    meanNaNNaNNaNNaNNaNNaNNaNNaN-50.854447-17.892747...41.711812-83.9465212.490369165.419989-110.319916-39.221443123.70818385.975136251.653717162.929626
    stdNaNNaNNaNNaNNaNNaNNaNNaN38.75086438.488241...38.776733113.2739004.234587142.198023114.27886238.322636144.721756113.401764224.423676142.417313
    minNaNNaNNaNNaNNaNNaNNaNNaN-163.009766-124.032227...-38.260254-396.646973-14.705078-16.507324-459.774902-135.432617-84.786133-147.653809-48.799805-15.732910
    25%NaNNaNNaNNaNNaNNaNNaNNaN-74.026611-40.641357...13.209717-143.1726070.05419971.849121-158.155029-65.96875018.1545415.880127111.03222767.788818
    50%NaNNaNNaNNaNNaNNaNNaNNaN-39.517090-12.738770...34.193848-56.3798832.204590123.718750-82.882324-32.32910295.39257858.945312170.058594120.674805
    75%NaNNaNNaNNaNNaNNaNNaNNaN-23.5363777.423828...69.063965-4.0100105.209473214.740479-35.619141-10.385498178.104980143.909668358.547607212.847412
    maxNaNNaNNaNNaNNaNNaNNaNNaN17.004395111.338867...137.803711146.27636720.434082851.888672136.35986346.030762812.099121401.5385741085.924805848.312500
    -

    8 rows × 36 columns

    -
    +
    ---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+Cell In[23], line 1
+----> 1 df_diff.describe()
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/generic.py:11544, in NDFrame.describe(self, percentiles, include, exclude)
+  11302 @final
+  11303 def describe(
+  11304     self,
+   (...)
+  11307     exclude=None,
+  11308 ) -> Self:
+  11309     """
+  11310     Generate descriptive statistics.
+  11311 
+   (...)
+  11542     max            NaN      3.0
+  11543     """
+> 11544     return describe_ndframe(
+  11545         obj=self,
+  11546         include=include,
+  11547         exclude=exclude,
+  11548         percentiles=percentiles,
+  11549     ).__finalize__(self, method="describe")
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:91, in describe_ndframe(obj, include, exclude, percentiles)
+     87     describer = SeriesDescriber(
+     88         obj=cast("Series", obj),
+     89     )
+     90 else:
+---> 91     describer = DataFrameDescriber(
+     92         obj=cast("DataFrame", obj),
+     93         include=include,
+     94         exclude=exclude,
+     95     )
+     97 result = describer.describe(percentiles=percentiles)
+     98 return cast(NDFrameT, result)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:160, in DataFrameDescriber.__init__(self, obj, include, exclude)
+    157 self.exclude = exclude
+    159 if obj.ndim == 2 and obj.columns.size == 0:
+--> 160     raise ValueError("Cannot describe a DataFrame without columns")
+    162 super().__init__(obj)
+
+ValueError: Cannot describe a DataFrame without columns
+
    +
    +
    @@ -1661,244 +1387,54 @@

    Table statistics -
    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
    AW3D30-COPDEM90AW3D30-DEM3AW3D30-ASTERAW3D30-MAPZENAW3D30-COPDEM30AW3D30-ARCTICDEMAW3D30-ALASKAAW3D30-TANDEMCOPDEM90-DEM3COPDEM90-ASTER...MAPZEN-COPDEM30MAPZEN-ARCTICDEMMAPZEN-ALASKAMAPZEN-TANDEMCOPDEM30-ARCTICDEMCOPDEM30-ALASKACOPDEM30-TANDEMARCTICDEM-ALASKAARCTICDEM-TANDEMALASKA-TANDEM
    count0.00.00.00.00.00.00.00.01671.0000001671.000000...1671.000000767.0000001671.0000001671.000000767.0000001671.0000001671.000000767.000000767.0000001671.000000
    meanNaNNaNNaNNaNNaNNaNNaNNaN51.43197131.869296...44.739207103.4473943.799071165.650691118.16313942.954536135.184494105.086456253.502304163.309280
    stdNaNNaNNaNNaNNaNNaNNaNNaN37.98053828.025463...35.23857195.7698333.113807141.929044106.13797034.083321134.05773995.936180222.330795141.981552
    minNaNNaNNaNNaNNaNNaNNaNNaN0.0024410.000000...0.1171880.2890620.0029300.1513670.6508790.0073240.0024410.1552730.2934570.070801
    25%NaNNaNNaNNaNNaNNaNNaNNaN23.53637710.204102...16.36181633.3564451.32812571.84912141.18701214.80297938.80566436.557861111.03222767.788818
    50%NaNNaNNaNNaNNaNNaNNaNNaN39.51709022.945801...34.61084064.2578123.072266123.71875084.25781232.88964895.39257865.577148170.058594120.674805
    75%NaNNaNNaNNaNNaNNaNNaNNaN74.02661146.310059...69.063965144.1765145.534912214.740479158.15502965.968750178.104980144.205811358.547607212.847412
    maxNaNNaNNaNNaNNaNNaNNaNNaN163.009766124.032227...137.803711396.64697320.434082851.888672459.774902135.432617812.099121401.5385741085.924805848.312500
    -

    8 rows × 36 columns

    -

    +
    ---------------------------------------------------------------------------
+ValueError                                Traceback (most recent call last)
+Cell In[24], line 1
+----> 1 df_diff.abs().describe()
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/generic.py:11544, in NDFrame.describe(self, percentiles, include, exclude)
+  11302 @final
+  11303 def describe(
+  11304     self,
+   (...)
+  11307     exclude=None,
+  11308 ) -> Self:
+  11309     """
+  11310     Generate descriptive statistics.
+  11311 
+   (...)
+  11542     max            NaN      3.0
+  11543     """
+> 11544     return describe_ndframe(
+  11545         obj=self,
+  11546         include=include,
+  11547         exclude=exclude,
+  11548         percentiles=percentiles,
+  11549     ).__finalize__(self, method="describe")
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:91, in describe_ndframe(obj, include, exclude, percentiles)
+     87     describer = SeriesDescriber(
+     88         obj=cast("Series", obj),
+     89     )
+     90 else:
+---> 91     describer = DataFrameDescriber(
+     92         obj=cast("DataFrame", obj),
+     93         include=include,
+     94         exclude=exclude,
+     95     )
+     97 result = describer.describe(percentiles=percentiles)
+     98 return cast(NDFrameT, result)
+
+File /usr/local/pyenv/versions/3.11.6/lib/python3.11/site-packages/pandas/core/methods/describe.py:160, in DataFrameDescriber.__init__(self, obj, include, exclude)
+    157 self.exclude = exclude
+    159 if obj.ndim == 2 and obj.columns.size == 0:
+--> 160     raise ValueError("Cannot describe a DataFrame without columns")
+    162 super().__init__(obj)
+
+ValueError: Cannot describe a DataFrame without columns
+
    +
    +
    @@ -1935,11 +1471,10 @@

    What’s next? + + + @@ -1971,6 +1503,7 @@

    What’s next?
    +
    Contents @@ -2010,6 +1543,7 @@

    What’s next? +

    @@ -2037,8 +1571,8 @@

    What’s next? - + +
    diff --git a/master/notebooks/welcome.html b/master/notebooks/welcome.html index b1a852c2..7ca42248 100644 --- a/master/notebooks/welcome.html +++ b/master/notebooks/welcome.html @@ -3,7 +3,7 @@ - + @@ -19,15 +19,15 @@ - - - + + + - - - - + + + + @@ -38,8 +38,9 @@ - - + + + @@ -81,7 +82,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -135,6 +153,7 @@
    +
    @@ -197,6 +217,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -432,20 +453,22 @@ + + @@ -472,7 +495,7 @@

      Welcome to the OGGM tutorials!

      -
      +

      Welcome to the OGGM tutorials!#

      @@ -513,6 +536,7 @@

      Welcome to the OGGM tutorials!ingest_gridded_data_on_flowlines: ingest gridded products such as ice velocity into OGGM (and compare them with model output)

    • merge_gcm_runs_and_visualize: how to merge different GCM runs into one dataset, analyse them on a regional scale and visualize with HoloViz

    • dynamical_spinup: a deeper dive into the dynamical spinup for past simulations

      • +

    • observed thickness and dynamical_spinup: how to create OGGM flowlines from thickness observations and dynamically initialise the model

    RGI-TOPO:

    @@ -608,11 +632,10 @@

    Welcome to the OGGM tutorials! + + +

    +
    +
    @@ -649,6 +671,7 @@

    Welcome to the OGGM tutorials! +

    @@ -676,8 +699,8 @@

    Welcome to the OGGM tutorials! - + +
    diff --git a/master/objects.inv b/master/objects.inv index 542f7b0f..3265373f 100644 Binary files a/master/objects.inv and b/master/objects.inv differ diff --git a/master/search.html b/master/search.html index f305b46f..8b3236f2 100644 --- a/master/search.html +++ b/master/search.html @@ -3,7 +3,7 @@ - + @@ -17,15 +17,15 @@ - - - + + + - - - - + + + + @@ -36,8 +36,9 @@ - - + + + @@ -81,7 +82,16 @@ -     + + +
    + + + + Ctrl+K

    + +
    - +
    +
    +
    +
    + + + +
    @@ -135,6 +153,7 @@
    +
    @@ -197,6 +217,7 @@
  • Ingest gridded products such as ice velocity into OGGM
  • Merge, analyse and visualize OGGM GCM runs
  • Dynamic spinup and dynamic melt_f calibration for past simulations
    • +
  • Dynamic model initialization using observed thickness data

    • RGI-TOPO

      @@ -318,20 +339,22 @@ + + @@ -383,22 +406,20 @@

      Search

      -
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