From fb72151d3587d24565a04fdfe5dee73432588b3a Mon Sep 17 00:00:00 2001 From: Eran Date: Wed, 31 Jul 2024 21:32:00 -0400 Subject: [PATCH] bigger comets sim demo --- notebooks/comets.ipynb | 205 +++++++++++++++++++++++------------------ 1 file changed, 113 insertions(+), 92 deletions(-) diff --git a/notebooks/comets.ipynb b/notebooks/comets.ipynb index 67588ed..74374e9 100644 --- a/notebooks/comets.ipynb +++ b/notebooks/comets.ipynb @@ -5,8 +5,8 @@ "id": "0094fcaa-a07c-454d-803a-9fd2bb3bb535", "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:39:50.393990Z", - "start_time": "2024-07-31T19:39:50.387358Z" + "end_time": "2024-08-01T00:44:47.197850Z", + "start_time": "2024-08-01T00:44:47.191125Z" } }, "source": [ @@ -32,8 +32,8 @@ "id": "initial_id", "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:39:51.989587Z", - "start_time": "2024-07-31T19:39:50.424872Z" + "end_time": "2024-08-01T00:44:49.022810Z", + "start_time": "2024-08-01T00:44:47.229985Z" } }, "source": [ @@ -63,8 +63,8 @@ "outputs_hidden": false }, "ExecuteTime": { - "end_time": "2024-07-31T19:39:51.993214Z", - "start_time": "2024-07-31T19:39:51.990692Z" + "end_time": "2024-08-01T00:44:49.026471Z", + "start_time": "2024-08-01T00:44:49.023864Z" } }, "source": [ @@ -98,8 +98,8 @@ "outputs_hidden": false }, "ExecuteTime": { - "end_time": "2024-07-31T19:39:51.996711Z", - "start_time": "2024-07-31T19:39:51.993912Z" + "end_time": "2024-08-01T00:44:49.029703Z", + "start_time": "2024-08-01T00:44:49.027219Z" } }, "source": [ @@ -137,8 +137,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:39:52.009762Z", - "start_time": "2024-07-31T19:39:51.998011Z" + "end_time": "2024-08-01T00:44:49.042874Z", + "start_time": "2024-08-01T00:44:49.031253Z" } }, "cell_type": "code", @@ -184,6 +184,8 @@ " x, y = coord\n", " time_series = [field_data[t][x, y] for t in range(len(time))]\n", " ax.plot(time, time_series, label=f'{field_name} at {coord}')\n", + " # plot log scale on y axis\n", + " ax.set_yscale('log') \n", " else:\n", " print(f\"Field '{field_name}' not found in results['fields']\")\n", " \n", @@ -308,8 +310,8 @@ "outputs_hidden": false }, "ExecuteTime": { - "end_time": "2024-07-31T19:39:52.017442Z", - "start_time": "2024-07-31T19:39:52.010698Z" + "end_time": "2024-08-01T00:44:49.051208Z", + "start_time": "2024-08-01T00:44:49.043895Z" } }, "source": [ @@ -407,6 +409,9 @@ " biomass_identifier='biomass',\n", " bounds=None\n", "):\n", + " \"\"\"\n", + " Returns a configuration dictionary for the DynamicFBA process.\n", + " \"\"\"\n", " if bounds is None:\n", " bounds = {\n", " 'EX_o2_e': {'lower': -2, 'upper': None},\n", @@ -440,8 +445,8 @@ "outputs_hidden": false }, "ExecuteTime": { - "end_time": "2024-07-31T19:39:52.036166Z", - "start_time": "2024-07-31T19:39:52.018378Z" + "end_time": "2024-08-01T00:44:49.070033Z", + "start_time": "2024-08-01T00:44:49.052115Z" } }, "source": [ @@ -485,8 +490,8 @@ "outputs_hidden": false }, "ExecuteTime": { - "end_time": "2024-07-31T19:39:55.536376Z", - "start_time": "2024-07-31T19:39:52.037006Z" + "end_time": "2024-08-01T00:44:52.523378Z", + "start_time": "2024-08-01T00:44:49.071038Z" } }, "source": [ @@ -568,8 +573,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:39:55.726917Z", - "start_time": "2024-07-31T19:39:55.537266Z" + "end_time": "2024-08-01T00:44:52.799593Z", + "start_time": "2024-08-01T00:44:52.524094Z" } }, "cell_type": "code", @@ -586,7 +591,7 @@ "text/plain": [ "
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" 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" }, "metadata": {}, "output_type": "display_data" @@ -607,8 +612,8 @@ "id": "7264d1ae-f8b7-49bf-9550-a98cf5f95baf", "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:39:55.735539Z", - "start_time": "2024-07-31T19:39:55.727728Z" + "end_time": "2024-08-01T00:44:52.807539Z", + "start_time": "2024-08-01T00:44:52.800328Z" } }, "source": [ @@ -746,8 +751,8 @@ "id": "dbc094e9-29c5-4d32-a3cc-60c15be6f3f5", "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:44:24.521898Z", - "start_time": "2024-07-31T19:44:24.453568Z" + "end_time": "2024-08-01T00:44:52.874008Z", + "start_time": "2024-08-01T00:44:52.809943Z" } }, "source": [ @@ -813,13 +818,13 @@ "diffadv_results = sim.gather_results()" ], "outputs": [], - "execution_count": 20 + "execution_count": 11 }, { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:44:45.587333Z", - "start_time": "2024-07-31T19:44:25.180225Z" + "end_time": "2024-08-01T00:45:12.519611Z", + "start_time": "2024-08-01T00:44:52.874768Z" } }, "cell_type": "code", @@ -832,14 +837,14 @@ "" ], "text/html": [ - "\"\"" + "\"\"" ] }, "metadata": {}, "output_type": "display_data" } ], - "execution_count": 21 + "execution_count": 12 }, { "cell_type": "markdown", @@ -850,21 +855,30 @@ { "cell_type": "code", "id": "e84f5056-e953-4038-bdf7-a973eae4ff6a", - "metadata": { - "ExecuteTime": { - "end_time": "2024-07-31T19:39:59.735879Z", - "start_time": "2024-07-31T19:39:59.730036Z" - } - }, + "metadata": {}, "source": [ - "def get_comets(\n", + "def get_comets_config(\n", " n_bins=(20, 20),\n", " bounds=(10, 10),\n", + " initial_fields=None,\n", "):\n", - " initial_glucose = np.random.uniform(low=0, high=20, size=n_bins)\n", - " initial_acetate = np.random.uniform(low=0, high=0, size=n_bins)\n", - " initial_biomass = np.random.uniform(low=0, high=0.1, size=n_bins)\n", + " # initial state\n", + " if initial_fields is None:\n", + " initial_fields = {\n", + " 'glucose': 1.0,\n", + " 'biomass': 0.01\n", + " }\n", + " initial_fields = {\n", + " '_type': 'map',\n", + " '_value': {\n", + " '_type': 'array',\n", + " '_shape': n_bins,\n", + " '_data': 'positive_float'\n", + " },\n", + " **initial_fields,\n", + " }\n", " \n", + " # make a dictionary with a dfba process for each bin\n", " dfba_processes_dict = {}\n", " for i in range(n_bins[0]):\n", " for j in range(n_bins[1]):\n", @@ -888,46 +902,41 @@ " }\n", " }\n", " \n", - " composite_state = {\n", - " 'fields': {\n", - " '_type': 'map',\n", - " '_value': {\n", - " '_type': 'array',\n", - " '_shape': n_bins,\n", - " '_data': 'positive_float'\n", - " },\n", - " 'glucose': initial_glucose,\n", - " 'acetate': initial_acetate,\n", - " 'biomass': initial_biomass,\n", - " },\n", - " 'spatial_dfba': dfba_processes_dict,\n", - " 'diffusion': {\n", - " '_type': 'process',\n", - " 'address': 'local:DiffusionAdvection',\n", - " 'config': {\n", - " 'n_bins': n_bins,\n", - " 'bounds': bounds,\n", - " 'default_diffusion_rate': 1e-1,\n", - " 'default_diffusion_dt': 1e-1,\n", - " 'diffusion_coeffs': {\n", - " 'glucose': 1e-1,\n", - " 'acetate': 1e-1,\n", - " 'biomass': 1e-1,\n", - " },\n", - " 'advection_coeffs': {\n", - " 'glucose': (0, 0),\n", - " 'acetate': (0, 0),\n", - " 'biomass': (0, 0),\n", - " },\n", + " # make a diffusion advection process\n", + " diffadvect_process_dict = {\n", + " '_type': 'process',\n", + " 'address': 'local:DiffusionAdvection',\n", + " 'config': {\n", + " 'n_bins': n_bins,\n", + " 'bounds': bounds,\n", + " 'default_diffusion_rate': 1e-1,\n", + " 'default_diffusion_dt': 1e-1,\n", + " 'diffusion_coeffs': {\n", + " 'glucose': 1e-1,\n", + " 'acetate': 1e-1,\n", + " 'biomass': 1e-1,\n", " },\n", - " 'inputs': {\n", - " 'fields': ['fields']\n", + " 'advection_coeffs': {\n", + " 'glucose': (0, 0),\n", + " 'acetate': (0, 0),\n", + " 'biomass': (0, 0),\n", " },\n", - " 'outputs': {\n", - " 'fields': ['fields']\n", - " }\n", " },\n", - " 'emitter': {\n", + " 'inputs': {\n", + " 'fields': ['fields']\n", + " },\n", + " 'outputs': {\n", + " 'fields': ['fields']\n", + " }\n", + " }\n", + " \n", + " \n", + " # make a composite state\n", + " composite_state = {\n", + " 'fields': initial_fields,\n", + " 'spatial_dfba': dfba_processes_dict,\n", + " 'diffusion': diffadvect_process_dict,\n", + " 'emitter': { # TODO -- use Composite.add_emitter\n", " '_type': 'step',\n", " 'address': 'local:ram-emitter',\n", " 'config': {\n", @@ -961,15 +970,27 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:40:38.879316Z", - "start_time": "2024-07-31T19:39:59.736927Z" + "end_time": "2024-08-01T00:47:22.327867Z", + "start_time": "2024-08-01T00:45:12.526963Z" } }, "cell_type": "code", "source": [ - "comets_config = get_comets()\n", - "comets_results = run_comets(comets_config, runtime=10)\n", - "# print(results)" + "n_bins = (30, 30)\n", + "initial_glucose = np.random.uniform(low=0, high=20, size=n_bins)\n", + "initial_acetate = np.random.uniform(low=0, high=0, size=n_bins)\n", + "\n", + "biomass_field = np.zeros(n_bins)\n", + "biomass_field[int(2*n_bins[0]/5):int(3*n_bins[0]/5), int(2*n_bins[1]/5):int(3*n_bins[1]/5)] = 0.1 # Center concentration\n", + "\n", + "initial_fields = {\n", + " 'glucose': initial_glucose,\n", + " 'acetate': initial_acetate,\n", + " 'biomass': biomass_field,\n", + "}\n", + "\n", + "comets_config = get_comets_config(n_bins=n_bins, initial_fields=initial_fields)\n", + "comets_results = run_comets(comets_config, runtime=20)" ], "id": "425e1aa2207c6542", "outputs": [], @@ -978,15 +999,15 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:40:38.990125Z", - "start_time": "2024-07-31T19:40:38.880147Z" + "end_time": "2024-08-01T00:47:22.484310Z", + "start_time": "2024-08-01T00:47:22.328587Z" } }, "cell_type": "code", "source": [ "plot_time_series(\n", " comets_results, \n", - " coordinates=[(0, 0), (1, 1), (2, 2)],\n", + " coordinates=[(0, 0), (5, 5), (15, 15)],\n", ")" ], "id": "47052e950ebbaab3", @@ -996,7 +1017,7 @@ "text/plain": [ "
" ], - "image/png": 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" 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" 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}, "metadata": {}, "output_type": "display_data" @@ -1057,8 +1078,8 @@ { "metadata": { "ExecuteTime": { - "end_time": "2024-07-31T19:40:43.637565Z", - "start_time": "2024-07-31T19:40:43.636028Z" + "end_time": "2024-08-01T00:47:30.152388Z", + "start_time": "2024-08-01T00:47:30.150628Z" } }, "cell_type": "code",