{ "cells": [ { "cell_type": "markdown", "id": "2c5bcfbe", "metadata": {}, "source": [ "# Running Your First Models with Objects\n", "\n", "In this notebook, we demonstrate the basic use of UCLCHEM's python module by running a simple model and then using the analysis functions to examine the output. Otherwise, it is identical to notebook 3." ] }, { "cell_type": "code", "execution_count": 1, "id": "5fbfb864", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:26.006524Z", "iopub.status.busy": "2026-06-19T14:32:26.006336Z", "iopub.status.idle": "2026-06-19T14:32:26.789473Z", "shell.execute_reply": "2026-06-19T14:32:26.788523Z" } }, "outputs": [], "source": [ "import uclchem" ] }, { "cell_type": "markdown", "id": "7fde9de9", "metadata": {}, "source": [ "## A Simple Cloud\n", "\n", "UCLCHEM's `Cloud` class, models a spherical cloud of isothermal gas. We can keep a constant density or have it increase over time following a freefall equation. This model is generally useful whenever you want to model a homogeneous cloud of gas under constant conditions. For example, in the inner parts of a molecular cloud where Av $\\gtrsim$ 10 there are very few depth dependent processes. You may wish to model the whole of this UV shielded portion of the cloud with a single `Cloud` model.\n", "\n", "Due to the large number of parameters in a chemical model and the way fortran and python interaction, we find it is easiest to do parameter input through python dictionaries. In this block, we define param_dict which contains the parameters we wish to modify for this run. Every `uclchem.model` class accepts a dictionary as an optional argument. Every parameter has a default value which is overridden if that parameter is specified in this dictionary. You can find a complete list of modifiable parameters and their default values in [our parameter docs](/docs/parameters)." ] }, { "cell_type": "code", "execution_count": 2, "id": "35f3a595", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:26.791713Z", "iopub.status.busy": "2026-06-19T14:32:26.791381Z", "iopub.status.idle": "2026-06-19T14:32:30.934680Z", "shell.execute_reply": "2026-06-19T14:32:30.933795Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Model ran successfully\n" ] } ], "source": [ "# set a parameter dictionary for phase 1 collapse model\n", "param_dict = {\n", " \"endAtFinalDensity\": False, # stop at finalTime\n", " \"freefall\": False, # don't increase density in freefall\n", " \"initialDens\": 1e4, # starting density\n", " \"initialTemp\": 10.0, # temperature of gas\n", " \"finalTime\": 1.0e6, # final time\n", " \"rout\": 0.1, # radius of cloud in pc\n", " \"baseAv\": 1.0, # visual extinction at cloud edge.\n", "}\n", "cloud = uclchem.model.Cloud(param_dict=param_dict)\n", "cloud.check_error()" ] }, { "cell_type": "markdown", "id": "3e7b86f2", "metadata": {}, "source": [ "## Checking the output\n", "\n", "The code above produced the object `cloud` which holds the variables associated to the model that UCLCHEM calculated. Calling `cloud.success_flag` would exposes the variable `success_flag` which will be 0 if the model was run successfully, and negative if not. You can check an error value by calling cloud.check_error() to get a more detailed error message.\n", "\n", "Additionally, the `cloud` object holds the physical parameters and chemical abundance arrays calculated by UCLCHEM. These are stored in `cloud.physics_array` and `cloud.chemical_abun_array` respectively. If we wish to see just the abundances of the final time step, we can get that array with `cloud.next_starting_chemistry`, bearing in mind that the variable `cloud.starting_chemistry` contains the array of abundances that the model started with, if it was provided to the object.\n", "\n", "If `abundSaveFile` was added to the `param_dict`, then the final abundances of all species would be written to the file listed in `abundSaveFile`. If `outputFile` is added, then all abundances and physical parameters for all time steps will be written to the file `outputFile`.\n", "\n", "The UCLCHEM model classes have methods to reformat the output arrays into pandas dataframes, as well as having the option to read previously run model output files. To retrieve a pandas dataframe of a model we can call `cloud.get_joined_dataframes(point = 0)` where the point optional input allows us to choose which point we wish to retrieve the dataframe for, if we ran a multipoint model. This method defaults the `point` value to 0 to retrieve the central point." ] }, { "cell_type": "code", "execution_count": 3, "id": "c90c200e", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:30.936653Z", "iopub.status.busy": "2026-06-19T14:32:30.936459Z", "iopub.status.idle": "2026-06-19T14:32:30.962262Z", "shell.execute_reply": "2026-06-19T14:32:30.961365Z" } }, "outputs": [ { "data": { "text/html": [ "
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" ], "text/plain": [ " Point Time Density gasTemp dustTemp Av radfield \\\n", "0 1 1.000000e-07 10010.000467 10.0 10.0 2.930679 1.0 \n", "1 1 2.000000e-07 10010.000467 10.0 10.0 2.930679 1.0 \n", "2 1 4.000000e-07 10010.000467 10.0 10.0 2.930679 1.0 \n", "3 1 6.000000e-07 10010.000467 10.0 10.0 2.930679 1.0 \n", "4 1 8.000000e-07 10010.000467 10.0 10.0 2.930679 1.0 \n", "\n", " zeta dstep parcel_radius ... @OCS @C4N @SIC3 \\\n", "0 1.0 1.0 0.0 ... 1.000000e-30 1.000000e-30 1.000000e-30 \n", "1 1.0 1.0 0.0 ... 1.000000e-30 1.000000e-30 1.000000e-30 \n", "2 1.0 1.0 0.0 ... 1.000000e-30 1.000000e-30 1.000000e-30 \n", "3 1.0 1.0 0.0 ... 1.000001e-30 1.000001e-30 1.000001e-30 \n", "4 1.0 1.0 0.0 ... 1.000001e-30 1.000001e-30 1.000001e-30 \n", "\n", " @SO2 @S2 @HS2 @H2S2 E- \\\n", "0 1.000000e-30 1.000000e-30 1.000000e-30 1.000000e-30 0.000182 \n", "1 1.000000e-30 1.000000e-30 1.000000e-30 1.000000e-30 0.000182 \n", "2 1.000000e-30 1.000000e-30 1.000000e-30 1.000000e-30 0.000182 \n", "3 1.000001e-30 1.000001e-30 1.000001e-30 1.000001e-30 0.000182 \n", "4 1.000001e-30 1.000001e-30 1.000001e-30 1.000001e-30 0.000182 \n", "\n", " BULK SURFACE \n", "0 1.519714e-20 5.704244e-13 \n", "1 5.384650e-20 1.083760e-12 \n", "2 1.813428e-19 2.095576e-12 \n", "3 3.950986e-19 3.134571e-12 \n", "4 6.925109e-19 4.172658e-12 \n", "\n", "[5 rows x 347 columns]" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cloud.get_joined_dataframes().head()" ] }, { "cell_type": "markdown", "id": "544d2224", "metadata": {}, "source": [ "Alternatively, we can get each dataframe type (i.e. physical parameters, chemical parameters, rate constants etc) separately." ] }, { "cell_type": "code", "execution_count": 4, "id": "dbca2433", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:30.964134Z", "iopub.status.busy": "2026-06-19T14:32:30.963910Z", "iopub.status.idle": "2026-06-19T14:32:30.968626Z", "shell.execute_reply": "2026-06-19T14:32:30.967748Z" } }, "outputs": [], "source": [ "for dataframe in cloud.get_dataframes(joined=False):\n", " dataframe.head()" ] }, { "cell_type": "markdown", "id": "d3ab1ea0", "metadata": {}, "source": [ "We can also test whether the model run went well by checking for element conservation. We do this because integrator errors often show up as a failure to conserve elemental abundances.\n", "\n", "We can use `cloud.check_conservation(element_list=[\"H\", \"N\", \"C\", \"O\", \"S\"])` to test whether we conserve elements in this run. This method prints the conservation results of elements listed in the argument `element_list` as a percentage of the original abundance by default. In an ideal case, these values are 0\\% indicating the total abundance at the end of the model is exactly the same as the total at the start.\n", "\n", "Changes of less than 1\\% are fine for many cases but if they are too high, you could consider changing the `reltol` and `abstol` parameters that control the integrator accuracy. They are error tolerance, so smaller values lead to smaller errors and (usually) longer integration times. The default values were chosen by running a large grid of models and choosing the tolerances with the lowest average run time from those that conserved elements well and rarely failed. Despite this, there are no one-size-fits-all perfect tolerances, and you may run into issues with different networks or models." ] }, { "cell_type": "code", "execution_count": 5, "id": "17f56945", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:30.970338Z", "iopub.status.busy": "2026-06-19T14:32:30.970172Z", "iopub.status.idle": "2026-06-19T14:32:31.001002Z", "shell.execute_reply": "2026-06-19T14:32:31.000210Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Element conservation report\n", "{'H': '0.000%', 'N': '0.000%', 'C': '0.000%', 'O': '0.000%', 'S': '0.000%'}\n" ] } ], "source": [ "cloud.check_conservation(element_list=[\"H\", \"N\", \"C\", \"O\", \"S\"])" ] }, { "cell_type": "markdown", "id": "bc11dd82", "metadata": {}, "source": [ "## Plotting Results\n", "Finally, you will want to plot your results. This can be done with any plotting library but UCLCHEM does provide a few functions to make quick plots. Note the use of $ symbols in the species list below, this gets the total ice abundance of a species. For two phase models, this is just the surface abundance but for three phase it is the sum of surface and bulk." ] }, { "cell_type": "code", "execution_count": 6, "id": "aaa34440", "metadata": { "execution": { "iopub.execute_input": "2026-06-19T14:32:31.003151Z", "iopub.status.busy": "2026-06-19T14:32:31.002930Z", "iopub.status.idle": "2026-06-19T14:32:31.553899Z", "shell.execute_reply": "2026-06-19T14:32:31.553183Z" } }, "outputs": [ { "data": { "text/plain": [ "[None, (1e-15, 1), (1000.0, 1000000.0)]" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = cloud.create_abundance_plot(\n", " species=[\"H\", \"H2\", \"$H\", \"$H2\", \"H2O\", \"$H2O\", \"CO\", \"$CO\", \"$CH3OH\", \"CH3OH\"],\n", " figsize=(10, 7),\n", ")\n", "ax.set(xscale=\"log\", ylim=(1e-15, 1), xlim=(1e3, 1e6))" ] }, { "cell_type": "markdown", "id": "f31900ea", "metadata": {}, "source": [ "and that's it! You've run your first UCLCHEM model, checked that the element conservation is correct, and plotted the abundances." ] } ], "metadata": { "jupytext": { "formats": "ipynb,py:light" }, "kernelspec": { "display_name": "Python 3", "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": "3.13.14" } }, "nbformat": 4, "nbformat_minor": 5 }