From ee8562fe11b4b81d04fd1fe949f3d29a04dec0ec Mon Sep 17 00:00:00 2001 From: "Frank T. Bergmann" Date: Thu, 6 Jul 2023 11:59:49 +0200 Subject: [PATCH] #35 : filter error messages produced to display the important ones for simulations This also updates the notebook, to ensure the correct error message `At least one particle number in the initial state is too big` is displayed. --- basico/task_timecourse.py | 34 +++++++++- docs/notebooks/Creating_a_simple_model.ipynb | 69 +++++++++++--------- tests/test_timecourse.py | 11 +++- 3 files changed, 80 insertions(+), 34 deletions(-) diff --git a/basico/task_timecourse.py b/basico/task_timecourse.py index cf26d89..1e11416 100644 --- a/basico/task_timecourse.py +++ b/basico/task_timecourse.py @@ -317,16 +317,19 @@ def run_time_course(*args, **kwargs): task, use_initial_values = _setup_timecourse(args, kwargs) + # clear error log + num_messages_before = COPASI.CCopasiMessage.size() + result = task.initializeRaw(COPASI.CCopasiTask.OUTPUT_UI) if not result: logger.error("Error while initializing the simulation: " + - COPASI.CCopasiMessage.getLastMessage().getText()) + _get_messages(num_messages_before, 'No output')) else: task.setCallBack(get_default_handler()) result = task.processRaw(use_initial_values) if not result: logger.error("Error while running the simulation: " + - COPASI.CCopasiMessage.getLastMessage().getText()) + _get_messages(num_messages_before)) use_concentrations = kwargs.get('use_concentrations', True) if 'use_numbers' in kwargs and kwargs['use_numbers']: @@ -403,3 +406,30 @@ def _setup_timecourse(args, kwargs): if 'settings' in kwargs: model_info.set_task_settings(task, kwargs['settings']) return task, use_initial_values + + +def _get_messages(num_messages_before, filters=None): + """ Returns error messages that occurred while initializing or running the simulation + + :param num_messages_before: number of messages before calling initialization or process + :param filters: optional list of filter expressions of what messages to ignore + :type filters: list of str or str or None + + :return: error messages in form of a string + + """ + messages = [] + if filters is None: + filters = [] + if type(filters) == str: + filters = [filters] + while COPASI.CCopasiMessage.size() > num_messages_before: + message = COPASI.CCopasiMessage.getLastMessage() + skip = False + for filter_text in filters: + if filter_text in message.getText(): + skip = True + break + if not skip: + messages.insert(0, message.getText()) + return "".join(messages) diff --git a/docs/notebooks/Creating_a_simple_model.ipynb b/docs/notebooks/Creating_a_simple_model.ipynb index 542372b..a5aff78 100644 --- a/docs/notebooks/Creating_a_simple_model.ipynb +++ b/docs/notebooks/Creating_a_simple_model.ipynb @@ -288,14 +288,12 @@ "outputs": [ { "data": { - "image/png": "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\n", + "image/png": 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -330,8 +328,8 @@ "name": "stderr", "output_type": "stream", "text": [ - "ERROR:root:Error while initializing the simulation: >ERROR 2023-02-13T20:40:35<\n", - " CCopasiTask (5): No output file defined for report of task 'Time-Course'.\n" + "Error while initializing the simulation: >ERROR 2023-07-06T11:58:20<\n", + " At least one particle number in the initial state is too big.\n" ] } ], @@ -437,14 +435,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", "text/plain": [ - "
" + "
" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -645,6 +639,20 @@ " False\n", " {'vmax': 'parameter', 'A': 'substrate', 'B': '...\n", " \n", + " \n", + " Arrhenius Bimolecular (irr)\n", + " False\n", + " A*exp(-Ea/(R*T))*S1*S2\n", + " False\n", + " {'A': 'parameter', 'Ea': 'parameter', 'R': 'pa...\n", + " \n", + " \n", + " Arrhenius Unimolecular (irr)\n", + " False\n", + " A*exp(-Ea/(R*T))*S\n", + " False\n", + " {'A': 'parameter', 'Ea': 'parameter', 'R': 'pa...\n", + " \n", " \n", "\n", "" @@ -668,6 +676,8 @@ "Substrate inhibition (irr) False \n", "Uncompetitive inhibition (irr) False \n", "Bi (irreversible) False \n", + "Arrhenius Bimolecular (irr) False \n", + "Arrhenius Unimolecular (irr) False \n", "\n", " formula \\\n", "name \n", @@ -687,6 +697,8 @@ "Substrate inhibition (irr) V*substrate/(Km+substrate+Km*(substrate/Ki)^2) \n", "Uncompetitive inhibition (irr) V*substrate/(Km+substrate*(1+Inhibitor/Ki)) \n", "Bi (irreversible) vmax*A*B/(Kma*Kmb + A*Kmb + B*Kma + A*B) \n", + "Arrhenius Bimolecular (irr) A*exp(-Ea/(R*T))*S1*S2 \n", + "Arrhenius Unimolecular (irr) A*exp(-Ea/(R*T))*S \n", "\n", " general \\\n", "name \n", @@ -706,6 +718,8 @@ "Substrate inhibition (irr) False \n", "Uncompetitive inhibition (irr) False \n", "Bi (irreversible) False \n", + "Arrhenius Bimolecular (irr) False \n", + "Arrhenius Unimolecular (irr) False \n", "\n", " mapping \n", "name \n", @@ -724,7 +738,9 @@ "Substrate activation (irr) {'substrate': 'substrate', 'V': 'parameter', '... \n", "Substrate inhibition (irr) {'substrate': 'substrate', 'Km': 'parameter', ... \n", "Uncompetitive inhibition (irr) {'substrate': 'substrate', 'Inhibitor': 'modif... \n", - "Bi (irreversible) {'vmax': 'parameter', 'A': 'substrate', 'B': '... " + "Bi (irreversible) {'vmax': 'parameter', 'A': 'substrate', 'B': '... \n", + "Arrhenius Bimolecular (irr) {'A': 'parameter', 'Ea': 'parameter', 'R': 'pa... \n", + "Arrhenius Unimolecular (irr) {'A': 'parameter', 'Ea': 'parameter', 'R': 'pa... " ] }, "execution_count": 15, @@ -919,14 +935,12 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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" ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -938,13 +952,6 @@ " result.plot(y='A', color='r', ax=ax, legend=None);\n", " result.plot(y='B', color='b', ax=ax, legend=None);" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { @@ -963,7 +970,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.11.3" } }, "nbformat": 4, diff --git a/tests/test_timecourse.py b/tests/test_timecourse.py index 9461d26..3e35835 100644 --- a/tests/test_timecourse.py +++ b/tests/test_timecourse.py @@ -24,7 +24,7 @@ def test_stochastic(self): basico.set_reaction_parameters('(R1).k1', value=1) basico.set_reaction_parameters('(R2).k1', value=1) basico.add_event('E1', 'A <= 10', [('B', '50')]) - result = basico.run_time_course(duration=10, method='stochastic', use_numbers=True) + result = basico.run_time_course(duration=10, method='directMethod', use_numbers=True) self.assertIsNotNone(result) # test that we can set hybrid methods @@ -33,6 +33,15 @@ def test_stochastic(self): settings = basico.get_task_settings(basico.T.TIME_COURSE) self.assertEqual(settings['method']['name'], 'Hybrid (Runge-Kutta)') + # test that we cannot run the time course with too many particles + # and that the error message is correct: + basico.set_species('A', initial_particle_number=1e+24) + with self.assertLogs('basico', level='ERROR') as cm: + basico.run_time_course(duration=10, method='directMethod', use_numbers=True) + self.assertTrue(len(cm.output) > 0) + error_message = cm.output[0] + self.assertTrue('At least one particle number in the initial state is too big' in error_message) + def test_stoch2(self): basico.new_model(name='Simple Model', substance_unit='1') basico.add_reaction('R1', 'A ->')