From b4ed0d5522608b324abb57ba4c2c3055516dbbd7 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Sat, 17 Feb 2024 22:42:43 +0100 Subject: [PATCH 01/22] API data to virtual sensor --- .../input/sensors/API_df_output.csv | 4282 +++++++++++++++++ .../input/sensors/API_meta_output.json | 35 + .../input/settings/doit_parameters.json | 12 +- .../settings/generate_data_parameters.json | 6 +- .../output/sensors/20240124104615.json | 1 + .../output/sensors/20240204092910.json | 1 + .../output/sensors/MKP_meta_output.json | 28 + 7 files changed, 4356 insertions(+), 9 deletions(-) create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv new file mode 100644 index 0000000..daa2fa7 --- /dev/null +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv @@ -0,0 +1,4282 @@ +E_plus_445LVU_HS--o-_Avg1,E_plus_445LVU_HS--u-_Avg1 +-5.0640103237,-5.1992605643 +-5.1227547192,-5.2340120138 +-5.1814344487,-5.2694794548 +-5.2438327677,-5.3026972723 +-5.3292447272,-5.3465165163 +-5.3960083422,-5.3873655263 +-5.4989554052,-5.4396982538 +-5.5788657017,-5.4910516758 +-5.6529879572,-5.5252718938 +-5.7476571212,-5.5745835628 +-5.8389264377,-5.6202228323 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+-10.3370512997,-11.0044518183 +-10.2891300582,-10.9708783068 +-10.2325244302,-10.9350135853 +-10.1745884062,-10.8874110858 +-10.1304180872,-10.8630070023 +-10.0668926547,-10.8199915263 +-10.0205235212,-10.7997032973 +-9.9727131357,-10.7709385523 +-9.9421653172,-10.7575839693 +-9.9274942262,-10.7503916283 +-9.9126060267,-10.7576625078 +-9.9029238587,-10.7593993913 +-9.8855181027,-10.7660789768 +-9.8929321712,-10.7863718248 +-9.8952788092,-10.7959477558 +-9.9026097357,-10.8150257138 +-9.9107074782,-10.8306160633 +-9.9391719727,-10.8610484068 +-9.9642920477,-10.8825284308 +-9.9831621352,-10.9021745568 diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json new file mode 100644 index 0000000..1a8de19 --- /dev/null +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json @@ -0,0 +1,35 @@ +{ + "df": { + "columns": [], + "index": [], + "data": [] + }, + "meta": { + "Temp": [], + "Move": [ + { + "name": "E_plus_445LVU_HS--o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_445LVU_HS--u-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + } + ], + "Humidity": [] + } +} \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json index 938db5f..515f05f 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json @@ -1,9 +1,9 @@ { - "generate_model": true, + "generate_model": false, "generate_synthetic_data": true, - "preprocess_data": true, - "run_inference": true, - "postprocess_results": true, - "generate_document": true, - "query_posterior_predictive": true + "preprocess_data": false, + "run_inference": false, + "postprocess_results": false, + "generate_document": false, + "query_posterior_predictive": false } \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json index 9049be9..05cb218 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json @@ -8,9 +8,9 @@ "sensors_path": "./input/sensors/20230215092338.json", "model_parameters": { "model_name": "displacements", - "df_output_path":"./input/sensors/df_output_D.json", - "meta_output_path":"./input/sensors/meta_output_D.json", - "save_to_MKP_path": "./output/sensors", + "df_output_path":"./input/sensors/API_df_output.csv", + "meta_output_path":"./input/sensors/API_meta_output.json", + "MKP_meta_output_path":"./output/sensors/MKP_meta_output.json", "paraview_output": true, "paraview_output_path": "./output/paraview", "material_parameters":{}, diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json new file mode 100644 index 0000000..d5b5b95 --- /dev/null +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json @@ -0,0 +1 @@ +{"df": {"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, -2.9515593314], [-0.3199920654, 22.9599705744], [-0.3182678223, 8.0074334977]]}, "meta": {"Temp": {"name": "Temp", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": "32 U E455088 N5497785", "height": 104.105}, "Move": {"name": "Move", "unit": "mm", "sample_rate": 0.0016666666666666668, "coordinate": [1, 0.0, 0.0], "height": 99.3}}} \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json new file mode 100644 index 0000000..d5b5b95 --- /dev/null +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json @@ -0,0 +1 @@ +{"df": {"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, -2.9515593314], [-0.3199920654, 22.9599705744], [-0.3182678223, 8.0074334977]]}, "meta": {"Temp": {"name": "Temp", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": "32 U E455088 N5497785", "height": 104.105}, "Move": {"name": "Move", "unit": "mm", "sample_rate": 0.0016666666666666668, "coordinate": [1, 0.0, 0.0], "height": 99.3}}} \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json new file mode 100644 index 0000000..f855b30 --- /dev/null +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json @@ -0,0 +1,28 @@ +{ + "sensors": [ + { + "id": "E_plus_445LVU_HS--o-_Avg1", + "type": "DisplacementSensor", + "sensor_file": "displacement_sensor", + "units": "meter", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_445LVU_HS--u-_Avg1", + "type": "DisplacementSensor", + "sensor_file": "displacement_sensor", + "units": "meter", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + } + ] +} \ No newline at end of file From cb8193d6b9d458316b55bab48c004621c62717f6 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Sat, 17 Feb 2024 22:45:11 +0100 Subject: [PATCH 02/22] API data to virtual sensor --- .../displacement_generator_fenicsxconcrete.py | 51 +++- .../scripts/utilities/API_sensor_retrieval.py | 169 +++++++++++++ .../scripts/utilities/API_sensor_storing.py | 232 ++++++++++++++++++ .../utilities/API_sensor_translator.py | 53 ++++ 4 files changed, 496 insertions(+), 9 deletions(-) create mode 100644 nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py create mode 100644 nibelungenbruecke/scripts/utilities/API_sensor_storing.py create mode 100644 nibelungenbruecke/scripts/utilities/API_sensor_translator.py diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index a816ec3..4cfe06c 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -2,6 +2,7 @@ from petsc4py.PETSc import ScalarType from dolfinx import fem import dolfinx as df +import json from fenicsxconcrete.finite_element_problem.linear_elasticity import LinearElasticity from fenicsxconcrete.util import ureg @@ -9,7 +10,11 @@ from mpi4py import MPI from nibelungenbruecke.scripts.data_generation.generator_model_base_class import GeneratorModel from nibelungenbruecke.scripts.data_generation.nibelungen_experiment import NibelungenExperiment -from nibelungenbruecke.scripts.utilities.sensor_translators import Translator +#from nibelungenbruecke.scripts.utilities.sensor_translators import Translator +from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_request +from nibelungenbruecke.scripts.utilities.API_sensor_storing import saveAPI +from nibelungenbruecke.scripts.utilities.API_sensor_translator import Translator + class GeneratorFeniCSXConcrete(GeneratorModel): def __init__(self, model_path: str, sensor_positions_path: str, model_parameters: dict, output_parameters: dict = None): @@ -28,13 +33,23 @@ def GenerateModel(self): self.problem = LinearElasticity(self.experiment, default_p) def GenerateData(self): - #Generating Translator object - T = Translator(self.sensor_positions) - - # Translation from MKP data format (currently supports "move" operations only!) - _, meta_output_path = T.translator_to_sensor(self.model_parameters["df_output_path"], self.model_parameters["meta_output_path"]) + + meta_output_path = self.model_parameters["meta_output_path"] + df_output_path = self.model_parameters["df_output_path"] + MKP_meta_output_path = self.model_parameters["MKP_meta_output_path"] + + api_request = API_request() + api_dataFrame = api_request.API() + + savingData = saveAPI(meta_output_path, api_dataFrame, df_output_path) + savingData.save() + + T = Translator(meta_output_path) + T.translator_to_sensor(MKP_meta_output_path) + + ## newer methods and modules!!! - self.problem.import_sensors_from_metadata(meta_output_path) + self.problem.import_sensors_from_metadata(MKP_meta_output_path) self.problem.solve() #Paraview output @@ -42,9 +57,27 @@ def GenerateData(self): with df.io.XDMFFile(self.problem.mesh.comm, self.model_parameters["paraview_output_path"]+"/"+self.model_parameters["model_name"]+".xdmf", "w") as xdmf: xdmf.write_mesh(self.problem.mesh) xdmf.write_function(self.problem.fields.displacement) +#%% + + + """ + print(f"burda biseyler oldu mu?:: {self.problem.fields.displacement}") + print("###########################################################################################################") + print(self.problem.sensors["DisplacementSensor"].data) + + VS_result_path = '/home/msoenmez/Desktop/workspce/API/vs_output.json' + displacement_value = self.problem.fields.displacement() # Call the function to get the value + + data = {"displacement": displacement_value} + + with open(VS_result_path, "w") as json_file: + json.dump(data, json_file, indent=2) + + """ +#%% # Reverse translation to MKP data format - T.translator_to_MKP(self.problem, self.model_parameters["save_to_MKP_path"]) + #T.translator_to_MKP(self.problem, self.model_parameters["save_to_MKP_path"]) @staticmethod def _get_default_parameters(): @@ -54,4 +87,4 @@ def _get_default_parameters(): "nu":0.28 * ureg("") } return default_parameters - + \ No newline at end of file diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py new file mode 100644 index 0000000..fa73306 --- /dev/null +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -0,0 +1,169 @@ + +#%% +# Importieren der erforderlichen Bibliotheken +import requests +import pandas as pd +from datetime import datetime, timedelta + +import matplotlib.pyplot as plt + +import numpy as np +import json +import h5py + + + +class API_request: + + def __init__(self): + + # /samples API-Endpunkt + self.url = "https://func-70021-nibelungen-export.azurewebsites.net/samples" + + self.headers = { + "Content-Type": "application/json" + } + + # url parameter + self.params = { + "code": "nv8QrKftsTHj93hPM4-BiaJJYbWU7blfUGz89KdkuEbpAzFuHX1Rmg==" # der Code aus den über Keeper mitgetielten Zugangdaten + } + + #self.start_time = datetime.strptime("2023-08-11T08:00:00Z", "%Y-%m-%dT%H:%M:%SZ") + #self.end_time = datetime.strptime("2023-08-11T08:01:00Z", "%Y-%m-%dT%H:%M:%SZ") + + + self.body = { + "startTime": "2023-08-11T08:00:00Z", + "endTime": "2023-09-11T08:01:00Z", + "meta_channel": True, + "columns": ['E_plus_445LVU_HS--o-_Avg1', + 'E_plus_445LVU_HS--u-_Avg1', + ] + } + + + """ + self.body = { + "startTime": "2023-08-11T08:00:00Z", + "endTime": "2023-09-11T08:01:00Z", + "meta_channel": True, + "columns": ['E_plus_413TU_HS--o-_Avg1', + 'E_plus_413TU_HSN-m-_Avg1', + 'E_plus_413TU_HSS-m-_Avg1', + 'E_plus_413TU_HS--u-_Avg1', + 'E_plus_423NU_HSN-o-_Avg1', + 'E_plus_423NUT_HSN-o-_Avg1', + 'E_plus_445LVU_HS--o-_Avg1', + 'E_plus_445LVU_HS--u-_Avg1', + 'E_plus_467NU_HSN-o-_Avg1', + 'E_plus_467NUT_HSN-o_Avg1', + 'F_plus_000TA_KaS-o-_Avg1', + 'F_plus_000S_KaS-o-_Avg1', + 'F_plus_000N_KaS-o-_Avg1', + 'E_plus_040TU_HS--o-_Avg1', + 'E_plus_040TU_HSN-m-_Avg1', + 'E_plus_040TU_HSS-m-_Avg1', + 'E_plus_040TU_HS--u-_Avg1', + 'E_plus_080DU_HSN-o-_Avg1', + 'E_plus_080DU_HSN-u-_Avg1', + 'E_plus_413TI_HSS-m-_Avg', + 'E_plus_040TI_HSS-u-_Avg', + 'E_plus_233BU_HSN-m-_Avg1', + 'E_plus_432BU_HSN-m-_Avg1'] + } + """ + + """ + TU: Temperaturmessung des Überbaus + LI: Luftfeuchtigkeit im Inneren des Hohlkastens + TI: Temperatur im Inneren des Hohlkastens + NU: Neigung des Überbaus + NUT: Temperatur Neigungsaufnehmer + LVU: Längsverschiebung des Überbaus + TA: Außentemperaturmessung + LA: Luftfeuchtigkeit außen + S: Strahlungsintensität + N: Niederschlag + DU: Dehnung des Überbaus + + """ + + + """ + All mesaurements with 10 hz + + ["E_plus_413TU_HS--o-","E_plus_413TU_HS--o-_Avg1","E_plus_413TU_HS--o-_Max1", + "E_plus_413TU_HS--o-_Min1","E_plus_413TU_HSN-m-","E_plus_413TU_HSN-m-_Avg1", + "E_plus_413TU_HSN-m-_Max1","E_plus_413TU_HSN-m-_Min1","E_plus_413TU_HSS-m-", + "E_plus_413TU_HSS-m-_Avg1","E_plus_413TU_HSS-m-_Max1","E_plus_413TU_HSS-m-_Min1", + "E_plus_413TU_HS--u-","E_plus_413TU_HS--u-_Avg1","E_plus_413TU_HS--u-_Max1", + "E_plus_413TU_HS--u-_Min1","E_plus_423NU_HSN-o-","E_plus_423NU_HSN-o-_Avg1", + "E_plus_423NU_HSN-o-_Max1","E_plus_423NU_HSN-o-_Min1","E_plus_423NUT_HSN-o-", + "E_plus_423NUT_HSN-o-_Avg1","E_plus_423NUT_HSN-o-_Max1","E_plus_423NUT_HSN-o-_Min1", + "E_plus_445LVU_HS--o-","E_plus_445LVU_HS--o-_Avg1","E_plus_445LVU_HS--o-_Max1", + "E_plus_445LVU_HS--o-_Min1","E_plus_445LVU_HS--u-","E_plus_445LVU_HS--u-_Avg1", + "E_plus_445LVU_HS--u-_Max1","E_plus_445LVU_HS--u-_Min1","E_plus_467NU_HSN-o-", + "E_plus_467NU_HSN-o-_Avg1","E_plus_467NU_HSN-o-_Max1","E_plus_467NU_HSN-o-_Min1", + "E_plus_467NUT_HSN-o","E_plus_467NUT_HSN-o_Avg1","E_plus_467NUT_HSN-o_Max1", + "E_plus_467NUT_HSN-o_Min1","F_plus_000TA_KaS-o-","F_plus_000TA_KaS-o-_Avg1", + "F_plus_000TA_KaS-o-_Max1","F_plus_000TA_KaS-o-_Min1","F_plus_000LA_KaS-o-", + "F_plus_000LA_KaS-o-_Avg1","F_plus_000LA_KaS-o-_Max1","F_plus_000LA_KaS-o-_Min1", + "F_plus_000S_KaS-o-","F_plus_000S_KaS-o-_Avg1","F_plus_000S_KaS-o-_Max1", + "F_plus_000S_KaS-o-_Min1","F_plus_000N_KaS-o-","F_plus_000N_KaS-o-_Avg1", + "F_plus_000N_KaS-o-_Max1","F_plus_000N_KaS-o-_Min1","E_plus_040TU_HS--o-", + "E_plus_040TU_HS--o-_Avg1","E_plus_040TU_HS--o-_Max1","E_plus_040TU_HS--o-_Min1", + "E_plus_040TU_HSN-m-","E_plus_040TU_HSN-m-_Avg1","E_plus_040TU_HSN-m-_Max1", + "E_plus_040TU_HSN-m-_Min1","E_plus_040TU_HSS-m-","E_plus_040TU_HSS-m-_Avg1", + "E_plus_040TU_HSS-m-_Max1","E_plus_040TU_HSS-m-_Min1","E_plus_040TU_HS--u-", + "E_plus_040TU_HS--u-_Avg1","E_plus_040TU_HS--u-_Max1","E_plus_040TU_HS--u-_Min1", + "E_plus_080DU_HSN-o-","E_plus_080DU_HSN-o-_Avg1","E_plus_080DU_HSN-o-_Max1", + "E_plus_080DU_HSN-o-_Min1","E_plus_080DU_HSN-u-","E_plus_080DU_HSN-u-_Avg1", + "E_plus_080DU_HSN-u-_Max1","E_plus_080DU_HSN-u-_Min1","E_plus_413LI_HSS-m-", + "E_plus_413LI_HSS-m-_Avg","E_plus_413LI_HSS-m-_Max","E_plus_413LI_HSS-m-_Min", + "E_plus_040LI_HSS-u-","E_plus_040LI_HSS-u-_Avg","E_plus_040LI_HSS-u-_Max", + "E_plus_040LI_HSS-u-_Min","E_plus_413TI_HSS-m-","E_plus_413TI_HSS-m-_Avg", + "E_plus_413TI_HSS-m-_Max","E_plus_413TI_HSS-m-_Min","E_plus_040TI_HSS-u-", + "E_plus_040TI_HSS-u-_Avg","E_plus_040TI_HSS-u-_Max","E_plus_040TI_HSS-u-_Min", + "E_plus_233BU_HSN-m-_Avg1","E_plus_233BU_HSN-m-_Max1","E_plus_233BU_HSN-m-_Min1", + "E_plus_432BU_HSN-m-_Avg1","E_plus_432BU_HSN-m-_Max1","E_plus_432BU_HSN-m-_Min1"] + """ + + + def Plotting(self): + + # Plotting each column separately + for column in self.df.columns: + plt.plot(self.df.index, self.df[column], label=column) + + plt.xlabel('Timestamp') + plt.ylabel('Values') + plt.title('Time Series Data') + + plt.legend(bbox_to_anchor=(1.05, 1), loc='upper left') + + plt.show() + + def API(self): + + # Senden der POST-Anfrage + response = requests.post(self.url, headers=self.headers, params=self.params, json=self.body) + + # Überprüfen, ob die Anfrage erfolgreich war + if response.status_code != 200: + raise ValueError(f"Anfrage fehlgeschlagen mit Statuscode {response.status_code}: {response.text}") + + # Daten aus der Antwort extrahieren + data = response.json() + + # in einen DataFrame laden + self.df = pd.DataFrame(data["rows"], columns=[col["ColumnName"] for col in data["columns"]]) + + # Optional: Timestamp-Spalte konvertieren und als Index setzen + #self.df["Timestamp"] = pd.to_datetime(self.df["Timestamp"], format="ISO8601") + self.df["Timestamp"] = pd.to_datetime(self.df["Timestamp"]) + self.df = self.df.set_index("Timestamp") + + # Aufgrund unterschiedlicher Abtastraten der Sensoren enthält DataFrame NaN-Werte + # print(self.df) + return pd.DataFrame(self.df[self.df.columns], index=pd.to_datetime(self.df.index)) diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_storing.py b/nibelungenbruecke/scripts/utilities/API_sensor_storing.py new file mode 100644 index 0000000..32fff83 --- /dev/null +++ b/nibelungenbruecke/scripts/utilities/API_sensor_storing.py @@ -0,0 +1,232 @@ +from os import PathLike +from typing import Union, Tuple + +import pandas as pd +import json +import datetime +import h5py +from datetime import datetime, timedelta + +# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import load_bam +# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import save_bam + +class saveAPI: + + def __init__(self, path_meta, df, path_df): + + self.data = { + "df": { + "columns": [], + "index": [], + "data": [] + }, + "meta": { + "Temp": [], + "Move": [], + "Humidity": [] + } + } + + self.path_meta = path_meta + self.path_df = path_df + + self.df = df + + def save(self): + + # Origin: "49.630742, 8.378049" + + for i in range(len(self.df.columns)): + if self.df.columns[i] == 'E_plus_413TU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_413TU_HSS-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.1], + "height": 105 + }) + + elif self.df.columns[i] == 'E_plus_413TU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.2], + "height": 106 + }) + + elif self.df.columns[i] == 'E_plus_423NU_HSN-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.3], + "height": 107 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.4], + "height": 108 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HSN-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.5], + "height": 109 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HSS-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_413TI_HSS-m-_Avg': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_040TI_HSS-u-_Avg': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_423NUT_HSN-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_467NUT_HSN-o_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'F_plus_000TA_KaS-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_445LVU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Move"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_445LVU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Move"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + + with open(self.path_meta, "w") as json_file: + json.dump(self.data, json_file, indent=2) + + # Saving dataframe of the request + #self.df.to_hdf(self.path_df, key='e', mode='w') + + # Saving dataframe of the request as CSV + self.df.to_csv(self.path_df, index=False) + + + #print(self.data) + return self.path_meta, self.path_df \ No newline at end of file diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_translator.py b/nibelungenbruecke/scripts/utilities/API_sensor_translator.py new file mode 100644 index 0000000..b65de65 --- /dev/null +++ b/nibelungenbruecke/scripts/utilities/API_sensor_translator.py @@ -0,0 +1,53 @@ +from os import PathLike +from typing import Union, Tuple +import pandas as pd +import json +import datetime + + +class Translator: + + def __init__(self, meta_path: Union[str, bytes, PathLike], **kwargs): + self.columns = ["Temp", "Move", "Humidity"] + self.meta_path = meta_path + self.kwargs = kwargs + + def _default_parameters(self): + return { + "sensors": [] + } + + def translator_to_sensor(self, meta_output_path): + default_parameters_data = self._default_parameters() + + with open(self.meta_path, 'r') as f: + self.j = json.load(f) + + self.meta = self.j["meta"] + + for key in self.columns: + if key in self.meta.keys(): + for item in self.meta[key]: + sensor_data = { + "id": item["name"], + "type": "", + "sensor_file": "", + "units": "meter", + "dimensionality": "[length]", + "where": item["coordinate"] + } + + if key == "Temp": + sensor_data["type"] = "TemperatureSensor" + sensor_data["sensor_file"] = "temperature_sensor" + + elif key == "Move": + sensor_data["type"] = "DisplacementSensor" + sensor_data["sensor_file"] = "displacement_sensor" + + default_parameters_data["sensors"].append(sensor_data) + + with open(meta_output_path, "w") as f: + json.dump(default_parameters_data, f, indent=4) + + return meta_output_path \ No newline at end of file From 9dd80e78de88d4ec545bbf9b30c675a07ac9b3a2 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Sun, 18 Feb 2024 13:08:42 +0100 Subject: [PATCH 03/22] integrating api request and saving virtual sensor data with real sensor data --- .../input/sensors/df_output_D.json | 1 - .../input/sensors/meta_output_D.json | 16 ---------------- .../output/sensors/MKP_meta_output.json | 18 ++++++++++++++++++ 3 files changed, 18 insertions(+), 17 deletions(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/df_output_D.json delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/meta_output_D.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/df_output_D.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/df_output_D.json deleted file mode 100644 index 443d308..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/df_output_D.json +++ /dev/null @@ -1 +0,0 @@ -{"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, 109.6334991455], [-0.3199920654, 109.6382293701], [-0.3182678223, 109.6385650635]]} \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/meta_output_D.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/meta_output_D.json deleted file mode 100644 index a41abd3..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/meta_output_D.json +++ /dev/null @@ -1,16 +0,0 @@ -{ - "sensors": [ - { - "id": "DisplacementSensor", - "type": "DisplacementSensor", - "sensor_file": "displacement_sensor", - "units": "meter", - "dimensionality": "[length]", - "where": [ - 1, - 0.0, - 0.0 - ] - } - ] -} \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json index f855b30..b7edea3 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json @@ -24,5 +24,23 @@ 0.0 ] } + ], + "virtual_sensors": [ + { + "id": "E_plus_445LVU_HS--o-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_445LVU_HS--u-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + } ] } \ No newline at end of file From a484b16320fad24db33280aa80df6c36d51b1d8d Mon Sep 17 00:00:00 2001 From: msoenmez Date: Sun, 18 Feb 2024 13:09:35 +0100 Subject: [PATCH 04/22] displacement_generator_fenicsxconcrete module modification and documentation --- .../displacement_generator_fenicsxconcrete.py | 78 +++++++++++-------- 1 file changed, 46 insertions(+), 32 deletions(-) diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index 4cfe06c..dedc482 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -3,37 +3,68 @@ from dolfinx import fem import dolfinx as df import json - from fenicsxconcrete.finite_element_problem.linear_elasticity import LinearElasticity from fenicsxconcrete.util import ureg - from mpi4py import MPI from nibelungenbruecke.scripts.data_generation.generator_model_base_class import GeneratorModel from nibelungenbruecke.scripts.data_generation.nibelungen_experiment import NibelungenExperiment -#from nibelungenbruecke.scripts.utilities.sensor_translators import Translator from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_request from nibelungenbruecke.scripts.utilities.API_sensor_storing import saveAPI from nibelungenbruecke.scripts.utilities.API_sensor_translator import Translator class GeneratorFeniCSXConcrete(GeneratorModel): + """ + A class for generating FEniCS-X Concrete-based models and handling data generation. + + Parameters: + model_path (str): Path to the model. + sensor_positions_path (str): Path to the sensor positions. + model_parameters (dict): Model parameters. + output_parameters (dict): Output parameters (optional). + """ + def __init__(self, model_path: str, sensor_positions_path: str, model_parameters: dict, output_parameters: dict = None): super().__init__(model_path, sensor_positions_path, model_parameters, output_parameters) - self.material_parameters = self.model_parameters["material_parameters"] # currently it is an empty dict!! + self.material_parameters = self.model_parameters["material_parameters"] # Default empty dict!! def LoadGeometry(self): ''' Load the meshed geometry from a .msh file''' pass def GenerateModel(self): + """Generate the model based on the provided parameters.""" self.experiment = NibelungenExperiment(self.model_path, self.material_parameters) - default_p = self._get_default_parameters() default_p.update(self.experiment.default_parameters()) self.problem = LinearElasticity(self.experiment, default_p) - + + def save_displacement_values(self, displacement_values): + """ + Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. + + Parameters: + displacement_values: Displacement values. + """ + with open(self.model_parameters["MKP_meta_output_path"], 'r') as f: + metadata = json.load(f) + + virtual_sensors = [] + for sensor in metadata["sensors"]: + sensor_id = sensor["id"] + position = sensor["where"] + displacement_value = displacement_values.sensors.get(sensor_id, None) + if displacement_value is not None: + displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list + virtual_sensors.append({"id": sensor_id, "displacement": displacement_value_list}) + + metadata["virtual_sensors"] = virtual_sensors + + with open(self.model_parameters["MKP_meta_output_path"], 'w') as f: + json.dump(metadata, f, indent=4) + def GenerateData(self): - + """Generate data based on the model parameters.""" meta_output_path = self.model_parameters["meta_output_path"] df_output_path = self.model_parameters["df_output_path"] MKP_meta_output_path = self.model_parameters["MKP_meta_output_path"] @@ -47,44 +78,27 @@ def GenerateData(self): T = Translator(meta_output_path) T.translator_to_sensor(MKP_meta_output_path) - ## newer methods and modules!!! - self.problem.import_sensors_from_metadata(MKP_meta_output_path) self.problem.solve() - #Paraview output + self.save_displacement_values(self.problem) + if self.model_parameters["paraview_output"]: with df.io.XDMFFile(self.problem.mesh.comm, self.model_parameters["paraview_output_path"]+"/"+self.model_parameters["model_name"]+".xdmf", "w") as xdmf: xdmf.write_mesh(self.problem.mesh) xdmf.write_function(self.problem.fields.displacement) -#%% - - - """ - print(f"burda biseyler oldu mu?:: {self.problem.fields.displacement}") - print("###########################################################################################################") - print(self.problem.sensors["DisplacementSensor"].data) - - VS_result_path = '/home/msoenmez/Desktop/workspce/API/vs_output.json' - displacement_value = self.problem.fields.displacement() # Call the function to get the value - - data = {"displacement": displacement_value} - - with open(VS_result_path, "w") as json_file: - json.dump(data, json_file, indent=2) - - """ -#%% - - # Reverse translation to MKP data format - #T.translator_to_MKP(self.problem, self.model_parameters["save_to_MKP_path"]) @staticmethod def _get_default_parameters(): + """ + Get default material parameters. + + Returns: + dict: Default material parameters. + """ default_parameters = { "rho":7750 * ureg("kg/m^3"), "E":210e9 * ureg("N/m^2"), "nu":0.28 * ureg("") } return default_parameters - \ No newline at end of file From 8c8978efa4eb9e80e603f4de5f955664e331c880 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Mon, 19 Feb 2024 15:03:39 +0100 Subject: [PATCH 05/22] combining separate api module into one --- .../displacement_generator_fenicsxconcrete.py | 11 +- .../scripts/data_generation/orchestrator.py | 70 + .../scripts/utilities/API_sensor_retrieval.py | 296 +- .../scripts/utilities/API_sensor_storing.py | 232 - .../utilities/API_sensor_translator.py | 53 - .../input/sensors/API_df_output.csv | 8596 +++++++++-------- .../input/sensors/API_meta_output.json | 146 +- .../input/sensors/sensors_displacements.json | 7 +- .../output/sensors/MKP_meta_output.json | 260 + 9 files changed, 5093 insertions(+), 4578 deletions(-) create mode 100644 nibelungenbruecke/scripts/data_generation/orchestrator.py delete mode 100644 nibelungenbruecke/scripts/utilities/API_sensor_storing.py delete mode 100644 nibelungenbruecke/scripts/utilities/API_sensor_translator.py diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index dedc482..8a67104 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -3,16 +3,13 @@ from dolfinx import fem import dolfinx as df import json +import numpy as np from fenicsxconcrete.finite_element_problem.linear_elasticity import LinearElasticity from fenicsxconcrete.util import ureg from mpi4py import MPI from nibelungenbruecke.scripts.data_generation.generator_model_base_class import GeneratorModel from nibelungenbruecke.scripts.data_generation.nibelungen_experiment import NibelungenExperiment -from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_request -from nibelungenbruecke.scripts.utilities.API_sensor_storing import saveAPI -from nibelungenbruecke.scripts.utilities.API_sensor_translator import Translator - - +from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_request, saveAPI, Translator class GeneratorFeniCSXConcrete(GeneratorModel): """ A class for generating FEniCS-X Concrete-based models and handling data generation. @@ -79,6 +76,10 @@ def GenerateData(self): T.translator_to_sensor(MKP_meta_output_path) self.problem.import_sensors_from_metadata(MKP_meta_output_path) + + self.problem.fields.temperature = self.problem.fields.displacement + #self.problem.sensors["Sensor_3"].data = 273 + self.problem.solve() self.save_displacement_values(self.problem) diff --git a/nibelungenbruecke/scripts/data_generation/orchestrator.py b/nibelungenbruecke/scripts/data_generation/orchestrator.py new file mode 100644 index 0000000..9e9003f --- /dev/null +++ b/nibelungenbruecke/scripts/data_generation/orchestrator.py @@ -0,0 +1,70 @@ + +class Model: + def __init__(self): + self.sensor_in = 0.0 + self.sensor_out = 0.0 + self.parameter = 2.0 + + def update_input(self, input_value): + if isinstance(input_value, (int, float)): + self.sensor_in = input_value + return True + else: + return False + + def solve(self): + self.sensor_out = self.parameter * self.sensor_in + return True + + def export_output(self): + return self.sensor_out + + +class DigitalTwin: + def __init__(self): + self.model = Model() + + def predict(self, input_value): + if self.model.update_input(input_value): + if self.model.solve(): + return self.model.export_output() + return None + + +class Orchestrator: + def __init__(self): + self.updated = False + + def predict_dt(self, digital_twin, input_value): + return digital_twin.predict(input_value) + + def predict_last_week(self, digital_twin, inputs): + outputs = [] + for input_value in inputs: + output = digital_twin.predict(input_value) + if output is not None: + outputs.append(output) + return outputs + + def compare(self, input_value, output_value): + if output_value == 2 * input_value: + self.updated = True + + +# Initialize Orchestrator and DigitalTwin +orchestrator = Orchestrator() +digital_twin = DigitalTwin() + +# Feed an array of 7 random floats +import random +inputs = [random.uniform(1, 10) for _ in range(7)] + +# Get predictions from DigitalTwin +predictions = orchestrator.predict_last_week(digital_twin, inputs) + +# Check if predictions are correct and update Orchestrator state +for input_value, output_value in zip(inputs, predictions): + orchestrator.compare(input_value, output_value) + +# Check Orchestrator state +print("Orchestrator updated:", orchestrator.updated) diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index fa73306..62e1486 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -32,7 +32,7 @@ def __init__(self): #self.start_time = datetime.strptime("2023-08-11T08:00:00Z", "%Y-%m-%dT%H:%M:%SZ") #self.end_time = datetime.strptime("2023-08-11T08:01:00Z", "%Y-%m-%dT%H:%M:%SZ") - + """ self.body = { "startTime": "2023-08-11T08:00:00Z", "endTime": "2023-09-11T08:01:00Z", @@ -72,7 +72,7 @@ def __init__(self): 'E_plus_233BU_HSN-m-_Avg1', 'E_plus_432BU_HSN-m-_Avg1'] } - """ + """ TU: Temperaturmessung des Überbaus @@ -167,3 +167,295 @@ def API(self): # Aufgrund unterschiedlicher Abtastraten der Sensoren enthält DataFrame NaN-Werte # print(self.df) return pd.DataFrame(self.df[self.df.columns], index=pd.to_datetime(self.df.index)) + +# %% + +from os import PathLike +from typing import Union, Tuple + +import pandas as pd +import json +import datetime +import h5py +from datetime import datetime, timedelta + +# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import load_bam +# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import save_bam + +class saveAPI: + + def __init__(self, path_meta, df, path_df): + + self.data = { + "df": { + "columns": [], + "index": [], + "data": [] + }, + "meta": { + "Temp": [], + "Move": [], + "Humidity": [] + } + } + + self.path_meta = path_meta + self.path_df = path_df + + self.df = df + + def save(self): + + # Origin: "49.630742, 8.378049" + + for i in range(len(self.df.columns)): + if self.df.columns[i] == 'E_plus_413TU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_413TU_HSS-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.1], + "height": 105 + }) + + elif self.df.columns[i] == 'E_plus_413TU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.2], + "height": 106 + }) + + elif self.df.columns[i] == 'E_plus_423NU_HSN-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.3], + "height": 107 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.4], + "height": 108 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HSN-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 1.5], + "height": 109 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HSS-m-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_040TU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_413TI_HSS-m-_Avg': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_040TI_HSS-u-_Avg': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_423NUT_HSN-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_467NUT_HSN-o_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'F_plus_000TA_KaS-o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Temp"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_445LVU_HS--o-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Move"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + elif self.df.columns[i] == 'E_plus_445LVU_HS--u-_Avg1': + + column_name = self.df.columns[i] + + self.data["meta"]["Move"].append({ + "name": column_name, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [1, 0.0, 0.0], + "height": 104.105 + }) + + + with open(self.path_meta, "w") as json_file: + json.dump(self.data, json_file, indent=2) + + # Saving dataframe of the request + #self.df.to_hdf(self.path_df, key='e', mode='w') + + # Saving dataframe of the request as CSV + self.df.to_csv(self.path_df, index=False) + + + #print(self.data) + return self.path_meta, self.path_df + +# %% + +from os import PathLike +from typing import Union, Tuple +import pandas as pd +import json +import datetime + + +class Translator: + + def __init__(self, meta_path: Union[str, bytes, PathLike], **kwargs): + self.columns = ["Temp", "Move", "Humidity"] + self.meta_path = meta_path + self.kwargs = kwargs + + def _default_parameters(self): + return { + "sensors": [] + } + + def translator_to_sensor(self, meta_output_path): + default_parameters_data = self._default_parameters() + + with open(self.meta_path, 'r') as f: + self.j = json.load(f) + + self.meta = self.j["meta"] + + for key in self.columns: + if key in self.meta.keys(): + for item in self.meta[key]: + sensor_data = { + "id": item["name"], + "type": "", + "sensor_file": "", + "units": "meter", + "dimensionality": "[length]", + "where": item["coordinate"] + } + + if key == "Temp": + sensor_data["type"] = "TemperatureSensor" + sensor_data["sensor_file"] = "temperature_sensor" + sensor_data["units"] = "kelvin" + + elif key == "Move": + sensor_data["type"] = "DisplacementSensor" + sensor_data["sensor_file"] = "displacement_sensor" + + default_parameters_data["sensors"].append(sensor_data) + + with open(meta_output_path, "w") as f: + json.dump(default_parameters_data, f, indent=4) + + return meta_output_path \ No newline at end of file diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_storing.py b/nibelungenbruecke/scripts/utilities/API_sensor_storing.py deleted file mode 100644 index 32fff83..0000000 --- a/nibelungenbruecke/scripts/utilities/API_sensor_storing.py +++ /dev/null @@ -1,232 +0,0 @@ -from os import PathLike -from typing import Union, Tuple - -import pandas as pd -import json -import datetime -import h5py -from datetime import datetime, timedelta - -# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import load_bam -# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import save_bam - -class saveAPI: - - def __init__(self, path_meta, df, path_df): - - self.data = { - "df": { - "columns": [], - "index": [], - "data": [] - }, - "meta": { - "Temp": [], - "Move": [], - "Humidity": [] - } - } - - self.path_meta = path_meta - self.path_df = path_df - - self.df = df - - def save(self): - - # Origin: "49.630742, 8.378049" - - for i in range(len(self.df.columns)): - if self.df.columns[i] == 'E_plus_413TU_HS--o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_413TU_HSS-m-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.1], - "height": 105 - }) - - elif self.df.columns[i] == 'E_plus_413TU_HS--u-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.2], - "height": 106 - }) - - elif self.df.columns[i] == 'E_plus_423NU_HSN-o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.3], - "height": 107 - }) - - elif self.df.columns[i] == 'E_plus_040TU_HS--o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.4], - "height": 108 - }) - - elif self.df.columns[i] == 'E_plus_040TU_HSN-m-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.5], - "height": 109 - }) - - elif self.df.columns[i] == 'E_plus_040TU_HSS-m-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_040TU_HS--u-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_413TI_HSS-m-_Avg': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_040TI_HSS-u-_Avg': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_423NUT_HSN-o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_467NUT_HSN-o_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'F_plus_000TA_KaS-o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Temp"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_445LVU_HS--o-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Move"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - elif self.df.columns[i] == 'E_plus_445LVU_HS--u-_Avg1': - - column_name = self.df.columns[i] - - self.data["meta"]["Move"].append({ - "name": column_name, - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 - }) - - - with open(self.path_meta, "w") as json_file: - json.dump(self.data, json_file, indent=2) - - # Saving dataframe of the request - #self.df.to_hdf(self.path_df, key='e', mode='w') - - # Saving dataframe of the request as CSV - self.df.to_csv(self.path_df, index=False) - - - #print(self.data) - return self.path_meta, self.path_df \ No newline at end of file diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_translator.py b/nibelungenbruecke/scripts/utilities/API_sensor_translator.py deleted file mode 100644 index b65de65..0000000 --- a/nibelungenbruecke/scripts/utilities/API_sensor_translator.py +++ /dev/null @@ -1,53 +0,0 @@ -from os import PathLike -from typing import Union, Tuple -import pandas as pd -import json -import datetime - - -class Translator: - - def __init__(self, meta_path: Union[str, bytes, PathLike], **kwargs): - self.columns = ["Temp", "Move", "Humidity"] - self.meta_path = meta_path - self.kwargs = kwargs - - def _default_parameters(self): - return { - "sensors": [] - } - - def translator_to_sensor(self, meta_output_path): - default_parameters_data = self._default_parameters() - - with open(self.meta_path, 'r') as f: - self.j = json.load(f) - - self.meta = self.j["meta"] - - for key in self.columns: - if key in self.meta.keys(): - for item in self.meta[key]: - sensor_data = { - "id": item["name"], - "type": "", - "sensor_file": "", - "units": "meter", - "dimensionality": "[length]", - "where": item["coordinate"] - } - - if key == "Temp": - sensor_data["type"] = "TemperatureSensor" - sensor_data["sensor_file"] = "temperature_sensor" - - elif key == "Move": - sensor_data["type"] = "DisplacementSensor" - sensor_data["sensor_file"] = "displacement_sensor" - - default_parameters_data["sensors"].append(sensor_data) - - with open(meta_output_path, "w") as f: - json.dump(default_parameters_data, f, indent=4) - - return meta_output_path \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv index daa2fa7..bd3ed60 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv @@ -1,4282 +1,4314 @@ -E_plus_445LVU_HS--o-_Avg1,E_plus_445LVU_HS--u-_Avg1 --5.0640103237,-5.1992605643 --5.1227547192,-5.2340120138 --5.1814344487,-5.2694794548 --5.2438327677,-5.3026972723 --5.3292447272,-5.3465165163 --5.3960083422,-5.3873655263 --5.4989554052,-5.4396982538 --5.5788657017,-5.4910516758 --5.6529879572,-5.5252718938 --5.7476571212,-5.5745835628 --5.8389264377,-5.6202228323 --5.9479340937,-5.6802560373 --6.0515371012,-5.7425804368 --6.1545442112,-5.7930792818 --6.2676076592,-5.8524703993 --6.3773544172,-5.9098012723 --6.4951111412,-5.9725044608 --6.6173856037,-6.0337756508 --6.7410135262,-6.0958182758 --6.8627290432,-6.1616580133 --6.9839641377,-6.2271513103 --7.1053932612,-6.3075789813 --7.2165766367,-6.3797102928 --7.3388741942,-6.4422702768 --7.4797600492,-6.5243332133 --7.6192832062,-6.6081145418 --7.7355940592,-6.6734599998 --7.8803555652,-6.7668311318 --8.0071893372,-6.8413460178 --8.1221236352,-6.9134588533 --8.2677397182,-7.0006723778 --8.3872748967,-7.0664474338 --8.5190375137,-7.1511849728 --8.6380599367,-7.2186876898 --8.7653048307,-7.3038825408 --8.8781326942,-7.3726971468 --8.9890389142,-7.4482144488 --9.1055299392,-7.5330536058 --9.2193971552,-7.6101461108 --9.2954271972,-7.6528336068 --9.4192352917,-7.7494706198 --9.5247322287,-7.8247661943 --9.6156828032,-7.8900192723 --9.7248013307,-7.9661185993 --9.8081345852,-8.0308035093 --9.8706853467,-8.0785168648 --9.9493391822,-8.1453081938 --10.0176872382,-8.2062052138 --10.0825846222,-8.2644507263 --10.1135481817,-8.2876029678 --10.1863308187,-8.3487448103 --10.2590210757,-8.4066669618 --10.3150123302,-8.4573182493 --10.3592057597,-8.5014285213 --10.4114507107,-8.5612168883 --10.4439663937,-8.5994651843 --10.4867278092,-8.6461484408 --10.5155202682,-8.6832372903 --10.5457863277,-8.7221276738 --10.5616307222,-8.7509571003 --10.5914671682,-8.7956263178 --10.6129287162,-8.8329276413 --10.6457538877,-8.8799712108 --10.6595934967,-8.9126624158 --10.6675480347,-8.9294768933 --10.6711234197,-8.9545230643 --10.6741675732,-8.9742246338 --10.6660236407,-8.9850893588 --10.6529600857,-8.9912885373 --10.6484285057,-9.0036591958 --10.6356836927,-9.0092994288 --10.6307686892,-9.0244324508 --10.6210772677,-9.0337035123 --10.6137324842,-9.0451040878 --10.5898042042,-9.0444666193 --10.5661530797,-9.0473398543 --10.5354435807,-9.0403923358 --10.5214700052,-9.0487857098 --10.5189986542,-9.0651428753 --10.4899059292,-9.0634568008 --10.4474355262,-9.0458939988 --10.4122590977,-9.0350338773 --10.3835313047,-9.0269823403 --10.3401047067,-9.0116922568 --10.3130491002,-9.0035021343 --10.2569100222,-8.9765481613 --10.2424560552,-8.9845673808 --10.1966458517,-8.9634753838 --10.1833790607,-8.9701133983 --10.1565267212,-8.9648103678 --10.1263576762,-8.9592209438 --10.0528775082,-8.9106437578 --10.0146107362,-8.8944205588 --9.9888485737,-8.8912794063 --9.9555753127,-8.8803915708 --9.9245840237,-8.8713976803 --9.8700432437,-8.8388866163 --9.8179507197,-8.8087683958 --9.8020416437,-8.8118171683 --9.7881743362,-8.8179840138 --9.7395324687,-8.7911917213 --9.7198586132,-8.7869326778 --9.6482077242,-8.7391592598 --9.6080654832,-8.7212546208 --9.5989838317,-8.7311631508 --9.5663896257,-8.7197533218 --9.5561808297,-8.7271027243 --9.5111651717,-8.7048143133 --9.4644126302,-8.6795464148 --9.4628928552,-8.6964347963 --9.3992704082,-8.6589995063 --9.3551370567,-8.6359904693 --9.3426370662,-8.6425591988 --9.2986884747,-8.6208759233 --9.2623156322,-8.6072857713 --9.2516957297,-8.6210191278 --9.2058439552,-8.6077754163 --9.1503331077,-8.5804472888 --9.1028322262,-8.5583436533 --9.0847243357,-8.5619559903 --9.0243631662,-8.5265578343 --8.9983931177,-8.5231117968 --8.9479497007,-8.4956635598 --8.9048048927,-8.4771537853 --8.8859024567,-8.4772600223 --8.8636048077,-8.4744375963 --8.8139928882,-8.4498025473 --8.8125562707,-8.4646122083 --8.7713885342,-8.4458252783 --8.7498807962,-8.4407947998 --8.7339301337,-8.4435895118 --8.7252180332,-8.4473727673 --8.6868357707,-8.4242205258 --8.6858241322,-8.4296759988 --8.6974602922,-8.4433770223 --8.6855053902,-8.4399864128 --8.7119235127,-8.4638084403 --8.7136465237,-8.4714350138 --8.7029619552,-8.4653097393 --8.7305302862,-8.4934786023 --8.7309506462,-8.4955942593 --8.7456910377,-8.5091520783 --8.7420047812,-8.5082605493 --8.7537425747,-8.5137622123 --8.7976449762,-8.5505092093 --8.8240815747,-8.5670834833 --8.8577613232,-8.5907577028 --8.8918152417,-8.6153234513 --8.9501115632,-8.6505645458 --8.9777260997,-8.6742433843 --9.0089160212,-8.7017100973 --9.0770238582,-8.7342812083 --9.1473951912,-8.7719474793 --9.2177572862,-8.8076782188 --9.3328347732,-8.8861149613 --9.3952977582,-8.9324425083 --9.4292546777,-8.9561028708 --9.4996491057,-9.0020239303 --9.5453761517,-9.0428821783 --9.5904195237,-9.0764418173 --9.6293792077,-9.1199007638 --9.6181541697,-9.1347104248 --9.5631699192,-9.1028645588 --9.5374354707,-9.0945820563 --9.4769634297,-9.0576317923 --9.4370382972,-9.0390850658 --9.4035987522,-9.0282249443 --9.3606987667,-9.0048278803 --9.3075714937,-8.9703027928 --9.2754299962,-8.9524073918 --9.2328856892,-8.9222660608 --9.2161774642,-8.9123852603 --9.2532062512,-8.9292412933 --9.2800447337,-8.9498113123 --9.3048414632,-8.9705522343 --9.3167547942,-8.9803960983 --9.3246076987,-8.9902584228 --9.3536496147,-9.0011000683 --9.3810839947,-9.0213467108 --9.4021113257,-9.0430392398 --9.4272267817,-9.0541857548 --9.5193645322,-9.0979541898 --9.5509378617,-9.1196051168 --9.5663526582,-9.1327564483 --9.5910570077,-9.1577656518 --9.6103613122,-9.1660897408 --9.6512657347,-9.1845718013 --9.6976533597,-9.2128145683 --9.7389689042,-9.2463003033 --9.7681309297,-9.2751759353 --9.7819012382,-9.2909695208 --9.8137517232,-9.3150548623 --9.8291203452,-9.3274994248 --9.8533211617,-9.3511782633 --9.8690085102,-9.3673136858 --9.8793281622,-9.3805897303 --9.8793189242,-9.3829178768 --9.8907518327,-9.3953301063 --9.8993484737,-9.4084998983 --9.9073030117,-9.4204363243 --9.9255679482,-9.4415467973 --9.9340675747,-9.4528734688 --9.9375921507,-9.4630129643 --9.9439252957,-9.4786772178 --9.9379847967,-9.4868996733 --9.9352270367,-9.4970253118 --9.9520923232,-9.5261780993 --9.9589659222,-9.5423874258 --9.9637146262,-9.5604398883 --9.9454866417,-9.5541483143 --9.9164770587,-9.5403687678 --9.9083007932,-9.5442813708 --9.9145092097,-9.5589154943 --9.8760253137,-9.5344698398 --9.8897217182,-9.5562686058 --9.8654839342,-9.5456579258 --9.8382435677,-9.5315504148 --9.8199416637,-9.5287141163 --9.8066194292,-9.5279935058 --9.8015935697,-9.5348393908 --9.7638487757,-9.5183575123 --9.7538386277,-9.5214016658 --9.7239421347,-9.5072063783 --9.6900960867,-9.4916345203 --9.6542729362,-9.4731616978 --9.6199372432,-9.4562964113 --9.6053954997,-9.4564534728 --9.5696093167,-9.4357448838 --9.5532013422,-9.4358326448 --9.5068645417,-9.4109989633 --9.4853614227,-9.4080887763 --9.4261227477,-9.3703070303 --9.3939027117,-9.3507579033 --9.3726213202,-9.3449837038 --9.3281137987,-9.3216097348 --9.2794857882,-9.2930851933 --9.2389278062,-9.2682007028 --9.1993445107,-9.2478570303 --9.1791209632,-9.2426972043 --9.1379855597,-9.2207598683 --9.0896393392,-9.1922768978 --9.0525504897,-9.1729356413 --9.0153646412,-9.1540239828 --8.9889372962,-9.1437181878 --8.9805392877,-9.1497464478 --8.9214669122,-9.1122326193 --8.8903231962,-9.0982821543 --8.8559782497,-9.0809318418 --8.7989661032,-9.0439261498 --8.7515899502,-9.0161268378 --8.7346923307,-9.0123204873 --8.6987075152,-8.9947761613 --8.6445455242,-8.9586619983 --8.6139515002,-8.9442634593 --8.5857780337,-8.9310659533 --8.5355332492,-8.8952612943 --8.4874272322,-8.8629165298 --8.4705619457,-8.8600987228 --8.4206867277,-8.8267654148 --8.4114526182,-8.8325396143 --8.3530592977,-8.7916952388 --8.3017335897,-8.7572440553 --8.2772879352,-8.7482409113 --8.2538954902,-8.7399815038 --8.2009899602,-8.7054471628 --8.1626723637,-8.6823919358 --8.1308911792,-8.6653049218 --8.0795423762,-8.6280497883 --8.0583533647,-8.6196610333 --8.0004543082,-8.5768534278 --7.9805310112,-8.5688295893 --7.9659800297,-8.5650278578 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+25.7857093811,24.9867019653,24.4442558289,23.7687721252,-0.0360379098,26.5654346966,-9.9831621352,-10.9021745568,-0.0152527783,26.5297584441,22.7376592156,279.01113,-1.69265e-05,25.5699081421,24.601442337,25.3336849213,25.9327907562,0.0183293126,0.015169159,25.6607067587,26.5638363362,0.0020390436,-5.93268e-05 diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json index 1a8de19..a40b6e8 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json @@ -5,7 +5,151 @@ "data": [] }, "meta": { - "Temp": [], + "Temp": [ + { + "name": "E_plus_413TU_HS--o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_413TU_HSS-m-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.1 + ], + "height": 105 + }, + { + "name": "E_plus_413TU_HS--u-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.2 + ], + "height": 106 + }, + { + "name": "E_plus_423NU_HSN-o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.3 + ], + "height": 107 + }, + { + "name": "E_plus_423NUT_HSN-o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_467NUT_HSN-o_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "F_plus_000TA_KaS-o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_040TU_HS--o-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.4 + ], + "height": 108 + }, + { + "name": "E_plus_040TU_HSN-m-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 1.5 + ], + "height": 109 + }, + { + "name": "E_plus_040TU_HSS-m-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_040TU_HS--u-_Avg1", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_413TI_HSS-m-_Avg", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + }, + { + "name": "E_plus_040TI_HSS-u-_Avg", + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": [ + 1, + 0.0, + 0.0 + ], + "height": 104.105 + } + ], "Move": [ { "name": "E_plus_445LVU_HS--o-_Avg1", diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/sensors_displacements.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/sensors_displacements.json index 40f497d..7ca11b1 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/sensors_displacements.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/sensors_displacements.json @@ -2,8 +2,9 @@ "Sensor_2":{ "type": "DisplacementSensor", "where": [[0,0,50]] + }, + "Sensor_3":{ + "type": "TemperatureSensor", + "where": [[0,0,50]] } - - - } diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json index b7edea3..15f6e67 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json @@ -1,5 +1,161 @@ { "sensors": [ + { + "id": "E_plus_413TU_HS--o-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.0 + ] + }, + { + "id": "E_plus_413TU_HSS-m-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.1 + ] + }, + { + "id": "E_plus_413TU_HS--u-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.2 + ] + }, + { + "id": "E_plus_423NU_HSN-o-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.3 + ] + }, + { + "id": "E_plus_423NUT_HSN-o-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_467NUT_HSN-o_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "F_plus_000TA_KaS-o-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_040TU_HS--o-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.4 + ] + }, + { + "id": "E_plus_040TU_HSN-m-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 1.5 + ] + }, + { + "id": "E_plus_040TU_HSS-m-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_040TU_HS--u-_Avg1", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_413TI_HSS-m-_Avg", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, + { + "id": "E_plus_040TI_HSS-u-_Avg", + "type": "TemperatureSensor", + "sensor_file": "temperature_sensor", + "units": "kelvin", + "dimensionality": "[length]", + "where": [ + 1, + 0.0, + 0.0 + ] + }, { "id": "E_plus_445LVU_HS--o-_Avg1", "type": "DisplacementSensor", @@ -26,6 +182,110 @@ } ], "virtual_sensors": [ + { + "id": "E_plus_413TU_HS--o-_Avg1", + "displacement": [ + -0.0013783880929294327, + -0.08999465750083904, + 0.011753035853528535 + ] + }, + { + "id": "E_plus_413TU_HSS-m-_Avg1", + "displacement": [ + -0.0012825213108156929, + -0.1028412305118062, + 0.011948179626305094 + ] + }, + { + "id": "E_plus_413TU_HS--u-_Avg1", + "displacement": [ + -0.0011978273181087059, + -0.11596982355976274, + 0.01211070222402547 + ] + }, + { + "id": "E_plus_423NU_HSN-o-_Avg1", + "displacement": [ + -0.001124306114808471, + -0.1293804366447087, + 0.012240603646689666 + ] + }, + { + "id": "E_plus_423NUT_HSN-o-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_467NUT_HSN-o_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "F_plus_000TA_KaS-o-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_040TU_HS--o-_Avg1", + "displacement": [ + -0.0010619577009149898, + -0.14307306976664405, + 0.012337883894297685 + ] + }, + { + "id": "E_plus_040TU_HSN-m-_Avg1", + "displacement": [ + -0.0010419000735476798, + -0.15655827045405615, + 0.012502381215553802 + ] + }, + { + "id": "E_plus_040TU_HSS-m-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_040TU_HS--u-_Avg1", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_413TI_HSS-m-_Avg", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, + { + "id": "E_plus_040TI_HSS-u-_Avg", + "displacement": [ + -0.0029515593314382296, + 0.0229599705744136, + 0.008007433497673029 + ] + }, { "id": "E_plus_445LVU_HS--o-_Avg1", "displacement": [ From 5b0c8a26ec46a010994d66e74e326184943e4b83 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 21 Feb 2024 12:21:28 +0100 Subject: [PATCH 06/22] whole sensor translator module implemented --- .../displacement_generator_fenicsxconcrete.py | 27 +- .../scripts/utilities/API_sensor_retrieval.py | 161 +- .../input/sensors/API_df_output.csv | 8596 +++--- .../input/sensors/API_meta_output.json | 144 +- .../output/sensors/MKP_meta_output.json | 276 +- .../output/sensors/MKP_translated.json | 25765 ++++++++++++++++ 6 files changed, 30216 insertions(+), 4753 deletions(-) create mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index 8a67104..bb9fbb4 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -9,7 +9,7 @@ from mpi4py import MPI from nibelungenbruecke.scripts.data_generation.generator_model_base_class import GeneratorModel from nibelungenbruecke.scripts.data_generation.nibelungen_experiment import NibelungenExperiment -from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_request, saveAPI, Translator +from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_Request, saveAPI, Translator class GeneratorFeniCSXConcrete(GeneratorModel): """ A class for generating FEniCS-X Concrete-based models and handling data generation. @@ -36,6 +36,7 @@ def GenerateModel(self): default_p.update(self.experiment.default_parameters()) self.problem = LinearElasticity(self.experiment, default_p) + ''' def save_displacement_values(self, displacement_values): """ Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. @@ -59,30 +60,38 @@ def save_displacement_values(self, displacement_values): with open(self.model_parameters["MKP_meta_output_path"], 'w') as f: json.dump(metadata, f, indent=4) + ''' def GenerateData(self): """Generate data based on the model parameters.""" meta_output_path = self.model_parameters["meta_output_path"] df_output_path = self.model_parameters["df_output_path"] - MKP_meta_output_path = self.model_parameters["MKP_meta_output_path"] + self.MKP_meta_output_path = self.model_parameters["MKP_meta_output_path"] - api_request = API_request() - api_dataFrame = api_request.API() + api_request = API_Request() + self.api_dataFrame = api_request.API() - savingData = saveAPI(meta_output_path, api_dataFrame, df_output_path) + savingData = saveAPI(meta_output_path, self.api_dataFrame, df_output_path) savingData.save() - T = Translator(meta_output_path) - T.translator_to_sensor(MKP_meta_output_path) + self.T = Translator(meta_output_path) + self.T.translator_to_sensor(self.MKP_meta_output_path) - self.problem.import_sensors_from_metadata(MKP_meta_output_path) + self.problem.import_sensors_from_metadata(self.MKP_meta_output_path) self.problem.fields.temperature = self.problem.fields.displacement #self.problem.sensors["Sensor_3"].data = 273 self.problem.solve() - self.save_displacement_values(self.problem) + #self.T.save_displacement_values(self.model_parameters, self.problem) + #self.T.save_disp(self.model_parameters, self.problem) + MKP_path = "./output/sensors/MKP_translated.json" + self.T.save_to_MKP(self.api_dataFrame, self.model_parameters, MKP_path) + + #self.T.save_virtual_sensor_measurement(self.model_parameters, MKP_path, self.problem) + self.T.save_VS(self.model_parameters, MKP_path, self.problem) + if self.model_parameters["paraview_output"]: with df.io.XDMFFile(self.problem.mesh.comm, self.model_parameters["paraview_output_path"]+"/"+self.model_parameters["model_name"]+".xdmf", "w") as xdmf: diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index 62e1486..84fd4f2 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -13,7 +13,7 @@ -class API_request: +class API_Request: def __init__(self): @@ -32,13 +32,14 @@ def __init__(self): #self.start_time = datetime.strptime("2023-08-11T08:00:00Z", "%Y-%m-%dT%H:%M:%SZ") #self.end_time = datetime.strptime("2023-08-11T08:01:00Z", "%Y-%m-%dT%H:%M:%SZ") - """ + self.body = { "startTime": "2023-08-11T08:00:00Z", "endTime": "2023-09-11T08:01:00Z", "meta_channel": True, "columns": ['E_plus_445LVU_HS--o-_Avg1', 'E_plus_445LVU_HS--u-_Avg1', + 'E_plus_413TU_HSS-m-_Avg1', ] } @@ -72,7 +73,7 @@ def __init__(self): 'E_plus_233BU_HSN-m-_Avg1', 'E_plus_432BU_HSN-m-_Avg1'] } - + """ """ TU: Temperaturmessung des Überbaus @@ -179,9 +180,6 @@ def API(self): import h5py from datetime import datetime, timedelta -# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import load_bam -# from nibelungenbruecke.scripts.utilities.BAM_Beispieldatensatz import save_bam - class saveAPI: def __init__(self, path_meta, df, path_df): @@ -217,7 +215,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.0], + "coordinate": [44.4925, 4.74, 0.0], "height": 104.105 }) @@ -229,7 +227,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.1], + "coordinate": [44.4925, 3.69, 0.0], "height": 105 }) @@ -241,7 +239,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.2], + "coordinate": [44.4925, 2.29, 0.0], "height": 106 }) @@ -253,7 +251,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.3], + "coordinate": [45.3425, 5.54, 0.0], "height": 107 }) @@ -265,7 +263,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.4], + "coordinate": [1, 4.74, 0.0], "height": 108 }) @@ -277,7 +275,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 1.5], + "coordinate": [1, 2.37, 0.005], "height": 109 }) @@ -289,7 +287,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [0.92, 2.37, 0.005], "height": 104.105 }) @@ -301,7 +299,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [1, 0.0, 0.355], "height": 104.105 }) @@ -337,7 +335,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [45.3425, 4.34, 0.0], "height": 104.105 }) @@ -349,7 +347,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [49.8925, 4.34, 0.0], "height": 104.105 }) @@ -373,7 +371,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [47.5925, 4.74, 0.0], "height": 104.105 }) @@ -385,7 +383,7 @@ def save(self): "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [47.5925, 0.0, 0.0], "height": 104.105 }) @@ -397,7 +395,10 @@ def save(self): #self.df.to_hdf(self.path_df, key='e', mode='w') # Saving dataframe of the request as CSV - self.df.to_csv(self.path_df, index=False) + self.df.to_csv(self.path_df, index=True) + + # Saving dataframe of the request as json + #self.df.to_json(self.path_df) #print(self.data) @@ -410,7 +411,8 @@ def save(self): import pandas as pd import json import datetime - +import csv +from math import atan2, cos, sin, sqrt, radians, degrees class Translator: @@ -458,4 +460,121 @@ def translator_to_sensor(self, meta_output_path): with open(meta_output_path, "w") as f: json.dump(default_parameters_data, f, indent=4) - return meta_output_path \ No newline at end of file + return meta_output_path + + def save_displacement_values(self, path, disp_values): + """ + Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. + + Parameters: + disp_values: Displacement values. + """ + self.path = path + with open(self.path["MKP_meta_output_path"], 'r') as f: + metadata = json.load(f) + + virtual_sensors = [] + for sensor in metadata["sensors"]: + sensor_id = sensor["id"] + position = sensor["where"] + displacement_value = disp_values.sensors.get(sensor_id, None) + if displacement_value is not None: + displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list + virtual_sensors.append({"id": sensor_id, "displacement": displacement_value_list}) + + metadata["virtual_sensors"] = virtual_sensors + + with open(self.path["MKP_meta_output_path"], 'w') as f: + json.dump(metadata, f, indent=4) + + @staticmethod + def cartesian_to_geodesic(cartesian_coord, origin=(49.630742, 8.378049)): + origin_lat, origin_lon = radians(origin[0]), radians(origin[1]) + + x, y, z = cartesian_coord + distance = sqrt(x**2 + y**2 + z**2) + geod_lat = atan2(z, sqrt(x**2 + y**2)) + geod_lon = atan2(y, x) + + geod_lat = degrees(geod_lat) + geod_lon = degrees(geod_lon) + + geod_lon = (geod_lon + 540) % 360 - 180 + + geod_lat += origin_lat + geod_lon += origin_lon + + return [geod_lat, geod_lon, distance] + + """ + utm_zone = int((geod_lon + 180) / 6) + 1 # Determine UTM zone + utm_band = 'C' if 56 > geod_lat > 0 else 'D' # Determine UTM band + + utm_proj = Proj(proj='utm', zone=utm_zone, ellps='WGS84', datum='WGS84', south=False) + utm_x, utm_y = utm_proj(geod_lon, geod_lat) + + return [utm_x, utm_y, distance, utm_zone, utm_band] + """ + + def save_to_MKP(self, df, displacement_meta_path, output_path): + + # Create a dictionary representing the JSON structure + json_data = { + "df": { + "columns": df.columns.tolist(), + "index": df.index.strftime("%Y-%m-%dT%H:%M:%S.000000Z").tolist(), + "data": df.values.tolist() + }, + "meta": {} + } + + # Load displacement metadata + with open(displacement_meta_path["MKP_meta_output_path"], "r") as file: + displacement_data = json.load(file) + + for column in df.columns: + sensor_coords = next((sensor["where"] for sensor in displacement_data["sensors"] if sensor["id"] == column), "") + geod_coords = self.cartesian_to_geodesic(sensor_coords) if sensor_coords else "" + json_data["meta"][column] = { + "name": column, + "unit": "\u00b0C", + "sample_rate": 0.0016666666666666668, + "coordinate": geod_coords, + "height": "" + } + + with open(output_path, "w") as json_file: + json.dump(json_data, json_file, indent=4) + + def save_VS(self, path, path_02, displacement_values): + """ + Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. + + Parameters: + displacement_values: Displacement values. + """ + with open(path["MKP_meta_output_path"], 'r') as f: + metadata = json.load(f) + + with open(path_02, 'r') as f: + MKP_data = json.load(f) + + # Check if "additional_data" already exists, if not, create it + if "additional_data" not in MKP_data: + MKP_data["additional_data"] = {"virtual_sensors": {}} + + additional_data = MKP_data["additional_data"]["virtual_sensors"] + + for sensor in metadata["sensors"]: + sensor_id = sensor["id"] + position = sensor["where"] + displacement_value = displacement_values.sensors.get(sensor_id, None) + if displacement_value is not None: + displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list + if sensor_id not in additional_data: + additional_data[sensor_id] = {"displacements": []} + # Append the new displacement values list to the existing "displacements" array + additional_data[sensor_id]["displacements"].append(displacement_value_list) + + with open(path_02, 'w') as f: + json.dump(MKP_data, f, indent=4) diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv index bd3ed60..d226ed4 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv @@ -1,4314 +1,4282 @@ 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0.0, - 1.1 - ], - "height": 105 - }, - { - "name": "E_plus_413TU_HS--u-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 1.2 - ], - "height": 106 - }, - { - "name": "E_plus_423NU_HSN-o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 1.3 - ], - "height": 107 - }, - { - "name": "E_plus_423NUT_HSN-o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 - }, - { - "name": "E_plus_467NUT_HSN-o_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 - }, - { - "name": "F_plus_000TA_KaS-o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 - }, - { - "name": "E_plus_040TU_HS--o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 1.4 - ], - "height": 108 - }, - { - "name": "E_plus_040TU_HSN-m-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 1.5 - ], - "height": 109 - }, - { - "name": "E_plus_040TU_HSS-m-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, + 44.4925, + 3.69, 0.0 ], - "height": 104.105 - }, - { - "name": "E_plus_040TU_HS--u-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 - }, - { - "name": "E_plus_413TI_HSS-m-_Avg", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 - }, - { - "name": "E_plus_040TI_HSS-u-_Avg", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 1, - 0.0, - 0.0 - ], - "height": 104.105 + "height": 105 } ], "Move": [ @@ -156,8 +24,8 @@ "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": [ - 1, - 0.0, + 47.5925, + 4.74, 0.0 ], "height": 104.105 @@ -167,7 +35,7 @@ "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": [ - 1, + 47.5925, 0.0, 0.0 ], diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json index 15f6e67..a50b6b6 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json @@ -1,17 +1,5 @@ { "sensors": [ - { - "id": "E_plus_413TU_HS--o-_Avg1", - "type": "TemperatureSensor", - "sensor_file": "temperature_sensor", - "units": "kelvin", - "dimensionality": "[length]", - "where": [ - 1, - 0.0, - 1.0 - ] - }, { "id": "E_plus_413TU_HSS-m-_Avg1", "type": "TemperatureSensor", @@ -19,140 +7,8 @@ "units": 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] + ] + }, + "E_plus_445LVU_HS--o-_Avg1": { + "displacements": [ + [ + 0.0, + 0.0, + 0.0 + ] + ] + }, + "E_plus_445LVU_HS--u-_Avg1": { + "displacements": [ + [ + 4.6900771470049e-310, + 0.0, + 6.9262579416689e-310 + ] + ] + } + } + } +} \ No newline at end of file From efdc19ed11ec4c073a642ca6fdeae8f17c9e4108 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 21 Feb 2024 14:42:10 +0100 Subject: [PATCH 07/22] geodesic to utm --- .../displacement_generator_fenicsxconcrete.py | 26 - .../scripts/utilities/API_sensor_retrieval.py | 116 +- .../input/sensors/API_df_output.csv | 4274 --- .../output/sensors/MKP_translated.json | 25695 +--------------- 4 files changed, 67 insertions(+), 30044 deletions(-) diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index bb9fbb4..362869b 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -36,32 +36,6 @@ def GenerateModel(self): default_p.update(self.experiment.default_parameters()) self.problem = LinearElasticity(self.experiment, default_p) - ''' - def save_displacement_values(self, displacement_values): - """ - Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. - - Parameters: - displacement_values: Displacement values. - """ - with open(self.model_parameters["MKP_meta_output_path"], 'r') as f: - metadata = json.load(f) - - virtual_sensors = [] - for sensor in metadata["sensors"]: - sensor_id = sensor["id"] - position = sensor["where"] - displacement_value = displacement_values.sensors.get(sensor_id, None) - if displacement_value is not None: - displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list - virtual_sensors.append({"id": sensor_id, "displacement": displacement_value_list}) - - metadata["virtual_sensors"] = virtual_sensors - - with open(self.model_parameters["MKP_meta_output_path"], 'w') as f: - json.dump(metadata, f, indent=4) - ''' - def GenerateData(self): """Generate data based on the model parameters.""" meta_output_path = self.model_parameters["meta_output_path"] diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index 84fd4f2..86b720d 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -27,15 +27,11 @@ def __init__(self): # url parameter self.params = { "code": "nv8QrKftsTHj93hPM4-BiaJJYbWU7blfUGz89KdkuEbpAzFuHX1Rmg==" # der Code aus den über Keeper mitgetielten Zugangdaten - } + } - #self.start_time = datetime.strptime("2023-08-11T08:00:00Z", "%Y-%m-%dT%H:%M:%SZ") - #self.end_time = datetime.strptime("2023-08-11T08:01:00Z", "%Y-%m-%dT%H:%M:%SZ") - - self.body = { "startTime": "2023-08-11T08:00:00Z", - "endTime": "2023-09-11T08:01:00Z", + "endTime": "2023-08-11T09:00:00Z", "meta_channel": True, "columns": ['E_plus_445LVU_HS--o-_Avg1', 'E_plus_445LVU_HS--u-_Avg1', @@ -73,7 +69,7 @@ def __init__(self): 'E_plus_233BU_HSN-m-_Avg1', 'E_plus_432BU_HSN-m-_Avg1'] } - """ + """ """ TU: Temperaturmessung des Überbaus @@ -199,7 +195,6 @@ def __init__(self, path_meta, df, path_df): self.path_meta = path_meta self.path_df = path_df - self.df = df def save(self): @@ -387,7 +382,6 @@ def save(self): "height": 104.105 }) - with open(self.path_meta, "w") as json_file: json.dump(self.data, json_file, indent=2) @@ -412,7 +406,8 @@ def save(self): import json import datetime import csv -from math import atan2, cos, sin, sqrt, radians, degrees +import math +from pyproj import Proj, transform class Translator: @@ -488,34 +483,48 @@ def save_displacement_values(self, path, disp_values): json.dump(metadata, f, indent=4) @staticmethod - def cartesian_to_geodesic(cartesian_coord, origin=(49.630742, 8.378049)): - origin_lat, origin_lon = radians(origin[0]), radians(origin[1]) + def cartesian_to_geodesic(cartesian, origin=[49.630742, 8.378049]): + # Define the Earth's radius in kilometers + R = 6371.0 - x, y, z = cartesian_coord - distance = sqrt(x**2 + y**2 + z**2) - geod_lat = atan2(z, sqrt(x**2 + y**2)) - geod_lon = atan2(y, x) + # Convert origin to radians + origin_lat_rad = math.radians(origin[0]) + origin_lon_rad = math.radians(origin[1]) - geod_lat = degrees(geod_lat) - geod_lon = degrees(geod_lon) + # Convert Cartesian coordinates to geodesic + x, y, z = cartesian + distance = math.sqrt(x**2 + y**2 + z**2) + + # Calculate latitude + latitude = math.asin(math.sin(origin_lat_rad) * math.cos(distance / R) + + math.cos(origin_lat_rad) * math.sin(distance / R) * math.cos(0)) - geod_lon = (geod_lon + 540) % 360 - 180 + # Calculate longitude + longitude = origin_lon_rad + math.atan2(math.sin(0) * math.sin(distance / R) * math.cos(origin_lat_rad), + math.cos(distance / R) - math.sin(origin_lat_rad) * math.sin(latitude)) - geod_lat += origin_lat - geod_lon += origin_lon + # Convert latitude and longitude to degrees + latitude = math.degrees(latitude) + longitude = math.degrees(longitude) - return [geod_lat, geod_lon, distance] + return latitude, longitude + + @staticmethod + def geodesic_to_utm(latitude, longitude): + # Define the UTM projection using WGS84 datum + utm_zone_number = math.floor((longitude + 180) / 6) + 1 + utm_zone_letter = 'C' if -80 <= latitude < 72 else 'D' + utm_proj = Proj(proj='utm', zone=utm_zone_number, ellps='WGS84') - """ - utm_zone = int((geod_lon + 180) / 6) + 1 # Determine UTM zone - utm_band = 'C' if 56 > geod_lat > 0 else 'D' # Determine UTM band + # Convert latitude and longitude to UTM coordinates + utm_easting, utm_northing = utm_proj(longitude, latitude) - utm_proj = Proj(proj='utm', zone=utm_zone, ellps='WGS84', datum='WGS84', south=False) - utm_x, utm_y = utm_proj(geod_lon, geod_lat) + # Format UTM coordinates + utm_easting_str = "{:.0f}".format(utm_easting) + utm_northing_str = "{:.0f}".format(utm_northing) - return [utm_x, utm_y, distance, utm_zone, utm_band] - """ - + return f"{utm_zone_number} {utm_zone_letter} E{utm_easting_str} N{utm_northing_str}" + def save_to_MKP(self, df, displacement_meta_path, output_path): # Create a dictionary representing the JSON structure @@ -535,46 +544,47 @@ def save_to_MKP(self, df, displacement_meta_path, output_path): for column in df.columns: sensor_coords = next((sensor["where"] for sensor in displacement_data["sensors"] if sensor["id"] == column), "") geod_coords = self.cartesian_to_geodesic(sensor_coords) if sensor_coords else "" + utm_coords = self.geodesic_to_utm(*geod_coords) json_data["meta"][column] = { "name": column, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": geod_coords, + "coordinate": utm_coords, "height": "" } with open(output_path, "w") as json_file: json.dump(json_data, json_file, indent=4) - def save_VS(self, path, path_02, displacement_values): - """ - Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. - - Parameters: - displacement_values: Displacement values. - """ - with open(path["MKP_meta_output_path"], 'r') as f: + def save_VS(self, path_01, path_02, displacement_values): + # Load metadata from path_01 + with open(path_01["MKP_meta_output_path"], 'r') as f: metadata = json.load(f) - with open(path_02, 'r') as f: - MKP_data = json.load(f) - - # Check if "additional_data" already exists, if not, create it - if "additional_data" not in MKP_data: - MKP_data["additional_data"] = {"virtual_sensors": {}} - - additional_data = MKP_data["additional_data"]["virtual_sensors"] + # Load existing data from path_02 or create an empty dictionary + try: + with open(path_02, 'r') as f: + MKP_data = json.load(f) + except FileNotFoundError: + MKP_data = {} + + # Check if "virtual_sensors" already exists, if not, create it + if "virtual_sensors" not in MKP_data: + MKP_data["virtual_sensors"] = {} + + #virtual_sensors = MKP_data["virtual_sensors"] for sensor in metadata["sensors"]: sensor_id = sensor["id"] position = sensor["where"] - displacement_value = displacement_values.sensors.get(sensor_id, None) - if displacement_value is not None: - displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list - if sensor_id not in additional_data: - additional_data[sensor_id] = {"displacements": []} + if displacement_values is not None: + displacement_value_list = displacement_values + if sensor_id not in MKP_data["virtual_sensors"]: + MKP_data["virtual_sensors"][sensor_id] = {"displacements": []} # Append the new displacement values list to the existing "displacements" array - additional_data[sensor_id]["displacements"].append(displacement_value_list) + MKP_data["virtual_sensors"][sensor_id]["displacements"].extend(displacement_value_list) + with open(path_02, 'w') as f: json.dump(MKP_data, f, indent=4) + diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv index d226ed4..f5b4ee5 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv @@ -6,4277 +6,3 @@ Timestamp,E_plus_445LVU_HS--o-_Avg1,E_plus_445LVU_HS--u-_Avg1,E_plus_413TU_HSS-m 2023-08-11 08:40:00+00:00,-5.3292447272,-5.3465165163,20.3089923859 2023-08-11 08:50:00+00:00,-5.3960083422,-5.3873655263,20.3189888 2023-08-11 09:00:00+00:00,-5.4989554052,-5.4396982538,20.3304233551 -2023-08-11 09:10:00+00:00,-5.5788657017,-5.4910516758,20.3428936005 -2023-08-11 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24.4465026855 - ], - [ - -9.9642920477, - -10.8825284308, - 24.4441184998 - ], - [ - -9.9831621352, - -10.9021745568, - 24.4442558289 ] ] }, @@ -25701,65 +57,22 @@ "name": "E_plus_445LVU_HS--o-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [ - 0.8662198581078355, - 5.83387147381562, - 47.827958938783915 - ], + "coordinate": "32 C E455483 N5545584", "height": "" }, "E_plus_445LVU_HS--u-_Avg1": { "name": "E_plus_445LVU_HS--u-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [ - 0.8662198581078355, - 0.1462245399434184, - 47.5925 - ], + "coordinate": "32 C E455481 N5545348", "height": "" }, "E_plus_413TU_HSS-m-_Avg1": { "name": "E_plus_413TU_HSS-m-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [ - 0.8662198581078355, - 4.887218625549721, - 44.64525345711456 - ], + "coordinate": "32 C E455457 N5542401", "height": "" } - }, - "additional_data": { - "virtual_sensors": { - "E_plus_413TU_HSS-m-_Avg1": { - "displacements": [ - [ - 0.0, - 5e-324, - 1e-323 - ] - ] - }, - "E_plus_445LVU_HS--o-_Avg1": { - "displacements": [ - [ - 0.0, - 0.0, - 0.0 - ] - ] - }, - "E_plus_445LVU_HS--u-_Avg1": { - "displacements": [ - [ - 4.6900771470049e-310, - 0.0, - 6.9262579416689e-310 - ] - ] - } - } } } \ No newline at end of file From e7023d1d859bb9f5fcd350f2f91b5e8bcb5cf761 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 21 Feb 2024 16:27:33 +0100 Subject: [PATCH 08/22] Modifications of sensor translator module --- .../displacement_generator_fenicsxconcrete.py | 31 +-- .../scripts/utilities/API_sensor_retrieval.py | 214 ++++++------------ .../input/sensors/API_meta_output.json | 18 +- .../settings/generate_data_parameters.json | 1 + .../output/sensors/MKP_meta_output.json | 12 +- .../output/sensors/MKP_translated.json | 35 ++- 6 files changed, 128 insertions(+), 183 deletions(-) diff --git a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py index 362869b..4f3f26a 100644 --- a/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py +++ b/nibelungenbruecke/scripts/data_generation/displacement_generator_fenicsxconcrete.py @@ -9,7 +9,7 @@ from mpi4py import MPI from nibelungenbruecke.scripts.data_generation.generator_model_base_class import GeneratorModel from nibelungenbruecke.scripts.data_generation.nibelungen_experiment import NibelungenExperiment -from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_Request, saveAPI, Translator +from nibelungenbruecke.scripts.utilities.API_sensor_retrieval import API_Request, MetadataSaver, Translator class GeneratorFeniCSXConcrete(GeneratorModel): """ A class for generating FEniCS-X Concrete-based models and handling data generation. @@ -38,33 +38,22 @@ def GenerateModel(self): def GenerateData(self): """Generate data based on the model parameters.""" - meta_output_path = self.model_parameters["meta_output_path"] - df_output_path = self.model_parameters["df_output_path"] - self.MKP_meta_output_path = self.model_parameters["MKP_meta_output_path"] api_request = API_Request() - self.api_dataFrame = api_request.API() + self.api_dataFrame = api_request.fetch_data() - savingData = saveAPI(meta_output_path, self.api_dataFrame, df_output_path) - savingData.save() + metadata_saver = MetadataSaver(self.model_parameters, self.api_dataFrame) + metadata_saver.saving_metadata() - self.T = Translator(meta_output_path) - self.T.translator_to_sensor(self.MKP_meta_output_path) - - self.problem.import_sensors_from_metadata(self.MKP_meta_output_path) - - self.problem.fields.temperature = self.problem.fields.displacement - #self.problem.sensors["Sensor_3"].data = 273 + translator = Translator(self.model_parameters) + translator.translator_to_sensor() + self.problem.import_sensors_from_metadata(self.model_parameters["MKP_meta_output_path"]) + self.problem.fields.temperature = self.problem.fields.displacement #!! self.problem.solve() - #self.T.save_displacement_values(self.model_parameters, self.problem) - #self.T.save_disp(self.model_parameters, self.problem) - MKP_path = "./output/sensors/MKP_translated.json" - self.T.save_to_MKP(self.api_dataFrame, self.model_parameters, MKP_path) - - #self.T.save_virtual_sensor_measurement(self.model_parameters, MKP_path, self.problem) - self.T.save_VS(self.model_parameters, MKP_path, self.problem) + translator.save_to_MKP(self.api_dataFrame) + translator.save_virtual_sensor(self.problem) if self.model_parameters["paraview_output"]: diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index 86b720d..9925552 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -14,21 +14,24 @@ class API_Request: + """ + A class to handle API requests. + + Attributes: + url: The API endpoint URL. + headers: Request headers. + params: URL parameters. + body: Request body parameters. + """ def __init__(self): - - # /samples API-Endpunkt self.url = "https://func-70021-nibelungen-export.azurewebsites.net/samples" - self.headers = { "Content-Type": "application/json" } - - # url parameter self.params = { "code": "nv8QrKftsTHj93hPM4-BiaJJYbWU7blfUGz89KdkuEbpAzFuHX1Rmg==" # der Code aus den über Keeper mitgetielten Zugangdaten } - self.body = { "startTime": "2023-08-11T08:00:00Z", "endTime": "2023-08-11T09:00:00Z", @@ -39,7 +42,6 @@ def __init__(self): ] } - """ self.body = { "startTime": "2023-08-11T08:00:00Z", @@ -141,27 +143,20 @@ def Plotting(self): plt.show() - def API(self): - - # Senden der POST-Anfrage + def fetch_data(self): + """ + Fetch data from the API and store it in a DataFrame. + """ + response = requests.post(self.url, headers=self.headers, params=self.params, json=self.body) - - # Überprüfen, ob die Anfrage erfolgreich war + if response.status_code != 200: raise ValueError(f"Anfrage fehlgeschlagen mit Statuscode {response.status_code}: {response.text}") - - # Daten aus der Antwort extrahieren data = response.json() - - # in einen DataFrame laden self.df = pd.DataFrame(data["rows"], columns=[col["ColumnName"] for col in data["columns"]]) - - # Optional: Timestamp-Spalte konvertieren und als Index setzen #self.df["Timestamp"] = pd.to_datetime(self.df["Timestamp"], format="ISO8601") self.df["Timestamp"] = pd.to_datetime(self.df["Timestamp"]) self.df = self.df.set_index("Timestamp") - - # Aufgrund unterschiedlicher Abtastraten der Sensoren enthält DataFrame NaN-Werte # print(self.df) return pd.DataFrame(self.df[self.df.columns], index=pd.to_datetime(self.df.index)) @@ -176,10 +171,9 @@ def API(self): import h5py from datetime import datetime, timedelta -class saveAPI: +class MetadataSaver: - def __init__(self, path_meta, df, path_df): - + def __init__(self, path, df): self.data = { "df": { "columns": [], @@ -192,164 +186,137 @@ def __init__(self, path_meta, df, path_df): "Humidity": [] } } - - self.path_meta = path_meta - self.path_df = path_df + self.path_meta = path["meta_output_path"] + self.path_df = path["df_output_path"] self.df = df - def save(self): + def saving_metadata(self): # Origin: "49.630742, 8.378049" for i in range(len(self.df.columns)): if self.df.columns[i] == 'E_plus_413TU_HS--o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [44.4925, 4.74, 0.0], - "height": 104.105 + "coordinate": [41.42, 0.0, 0.0], + "height": 107.438 }) elif self.df.columns[i] == 'E_plus_413TU_HSS-m-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [44.4925, 3.69, 0.0], - "height": 105 + "coordinate": [41.42, -3.69, 0.0], + "height": 103.748 }) elif self.df.columns[i] == 'E_plus_413TU_HS--u-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [44.4925, 2.29, 0.0], - "height": 106 + "coordinate": [41.42, -4.74, 0.0], + "height": 102.698 }) elif self.df.columns[i] == 'E_plus_423NU_HSN-o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [45.3425, 5.54, 0.0], - "height": 107 + "coordinate": [42.22, -3.33, 0.0], + "height": 102.698 }) elif self.df.columns[i] == 'E_plus_040TU_HS--o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 4.74, 0.0], - "height": 108 + "coordinate": [4, 0.0, 0.0], + "height": 107.438 }) elif self.df.columns[i] == 'E_plus_040TU_HSN-m-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 2.37, 0.005], - "height": 109 + "coordinate": [4, -2.37, 0.005], + "height": 105.068 }) elif self.df.columns[i] == 'E_plus_040TU_HSS-m-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [0.92, 2.37, 0.005], - "height": 104.105 + "coordinate": [4, -2.37, 0.005], + "height": 105.068 }) elif self.df.columns[i] == 'E_plus_040TU_HS--u-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.355], - "height": 104.105 + "coordinate": [4, -4.74, 0.355], + "height": 102.698 }) elif self.df.columns[i] == 'E_plus_413TI_HSS-m-_Avg': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], - "height": 104.105 + "coordinate": [41.42, -3.33, 0.0], + "height": 102.698 }) elif self.df.columns[i] == 'E_plus_040TI_HSS-u-_Avg': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [1, 0.0, 0.0], + "coordinate": [4, -4.74, 0.0], "height": 104.105 }) elif self.df.columns[i] == 'E_plus_423NUT_HSN-o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [45.3425, 4.34, 0.0], - "height": 104.105 + "coordinate": [42.22, 0.0, 0.0], + "height": 107.438 }) elif self.df.columns[i] == 'E_plus_467NUT_HSN-o_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [49.8925, 4.34, 0.0], - "height": 104.105 + "coordinate": [46.82, 0.0, 0.0], + "height": 107.438 }) elif self.df.columns[i] == 'F_plus_000TA_KaS-o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Temp"].append({ "name": column_name, "unit": "\u00b0C", @@ -359,27 +326,23 @@ def save(self): }) elif self.df.columns[i] == 'E_plus_445LVU_HS--o-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Move"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [47.5925, 4.74, 0.0], - "height": 104.105 + "coordinate": [44.52, 0.0, 0.0], + "height": 107.438 }) elif self.df.columns[i] == 'E_plus_445LVU_HS--u-_Avg1': - column_name = self.df.columns[i] - self.data["meta"]["Move"].append({ "name": column_name, "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": [47.5925, 0.0, 0.0], - "height": 104.105 + "coordinate": [44.52, -4.74, 0.0], + "height": 102.698 }) with open(self.path_meta, "w") as json_file: @@ -394,7 +357,6 @@ def save(self): # Saving dataframe of the request as json #self.df.to_json(self.path_df) - #print(self.data) return self.path_meta, self.path_df @@ -411,9 +373,10 @@ def save(self): class Translator: - def __init__(self, meta_path: Union[str, bytes, PathLike], **kwargs): + def __init__(self, path, **kwargs): self.columns = ["Temp", "Move", "Humidity"] - self.meta_path = meta_path + self.path = path + self.meta_path = self.path["meta_output_path"] self.kwargs = kwargs def _default_parameters(self): @@ -421,12 +384,11 @@ def _default_parameters(self): "sensors": [] } - def translator_to_sensor(self, meta_output_path): + def translator_to_sensor(self): + self.MKP_meta_output_path = self.path["MKP_meta_output_path"] default_parameters_data = self._default_parameters() - with open(self.meta_path, 'r') as f: - self.j = json.load(f) - + self.j = json.load(f) self.meta = self.j["meta"] for key in self.columns: @@ -452,35 +414,10 @@ def translator_to_sensor(self, meta_output_path): default_parameters_data["sensors"].append(sensor_data) - with open(meta_output_path, "w") as f: + with open(self.MKP_meta_output_path, "w") as f: json.dump(default_parameters_data, f, indent=4) - return meta_output_path - - def save_displacement_values(self, path, disp_values): - """ - Save displacement values corresponding to each sensor ID in the MKP_meta_output_path JSON file. - - Parameters: - disp_values: Displacement values. - """ - self.path = path - with open(self.path["MKP_meta_output_path"], 'r') as f: - metadata = json.load(f) - - virtual_sensors = [] - for sensor in metadata["sensors"]: - sensor_id = sensor["id"] - position = sensor["where"] - displacement_value = disp_values.sensors.get(sensor_id, None) - if displacement_value is not None: - displacement_value_list = displacement_value.data[0].tolist() # Convert ndarray to list - virtual_sensors.append({"id": sensor_id, "displacement": displacement_value_list}) - - metadata["virtual_sensors"] = virtual_sensors - - with open(self.path["MKP_meta_output_path"], 'w') as f: - json.dump(metadata, f, indent=4) + return self.MKP_meta_output_path @staticmethod def cartesian_to_geodesic(cartesian, origin=[49.630742, 8.378049]): @@ -525,9 +462,9 @@ def geodesic_to_utm(latitude, longitude): return f"{utm_zone_number} {utm_zone_letter} E{utm_easting_str} N{utm_northing_str}" - def save_to_MKP(self, df, displacement_meta_path, output_path): - - # Create a dictionary representing the JSON structure + def save_to_MKP(self, df): + self.MKP_input_path = self.path["MKP_meta_output_path"] + self.translated_data_path = self.path["MKP_translated_output_path"] json_data = { "df": { "columns": df.columns.tolist(), @@ -537,8 +474,7 @@ def save_to_MKP(self, df, displacement_meta_path, output_path): "meta": {} } - # Load displacement metadata - with open(displacement_meta_path["MKP_meta_output_path"], "r") as file: + with open(self.MKP_input_path, "r") as file: displacement_data = json.load(file) for column in df.columns: @@ -553,38 +489,28 @@ def save_to_MKP(self, df, displacement_meta_path, output_path): "height": "" } - with open(output_path, "w") as json_file: + with open(self.translated_data_path, "w") as json_file: json.dump(json_data, json_file, indent=4) - def save_VS(self, path_01, path_02, displacement_values): - # Load metadata from path_01 - with open(path_01["MKP_meta_output_path"], 'r') as f: + def save_virtual_sensor(self, displacement_values): + with open(self.MKP_input_path, 'r') as f: metadata = json.load(f) - # Load existing data from path_02 or create an empty dictionary - try: - with open(path_02, 'r') as f: - MKP_data = json.load(f) - except FileNotFoundError: - MKP_data = {} - - # Check if "virtual_sensors" already exists, if not, create it + with open(self.translated_data_path, 'r') as f: + MKP_data = json.load(f) + if "virtual_sensors" not in MKP_data: MKP_data["virtual_sensors"] = {} - #virtual_sensors = MKP_data["virtual_sensors"] - for sensor in metadata["sensors"]: sensor_id = sensor["id"] position = sensor["where"] - if displacement_values is not None: - displacement_value_list = displacement_values + displacement_value = displacement_values.sensors.get(sensor_id, None) + if displacement_value is not None: + displacement_value_list = displacement_value.data[0].tolist() if sensor_id not in MKP_data["virtual_sensors"]: MKP_data["virtual_sensors"][sensor_id] = {"displacements": []} - # Append the new displacement values list to the existing "displacements" array - MKP_data["virtual_sensors"][sensor_id]["displacements"].extend(displacement_value_list) + MKP_data["virtual_sensors"][sensor_id]["displacements"].append(displacement_value_list) - - with open(path_02, 'w') as f: + with open(self.translated_data_path, 'w') as f: json.dump(MKP_data, f, indent=4) - diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json index 05ccd09..73d89d1 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json @@ -11,11 +11,11 @@ "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": [ - 44.4925, - 3.69, + 41.42, + -3.69, 0.0 ], - "height": 105 + "height": 103.748 } ], "Move": [ @@ -24,22 +24,22 @@ "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": [ - 47.5925, - 4.74, + 44.52, + 0.0, 0.0 ], - "height": 104.105 + "height": 107.438 }, { "name": "E_plus_445LVU_HS--u-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": [ - 47.5925, - 0.0, + 44.52, + -4.74, 0.0 ], - "height": 104.105 + "height": 102.698 } ], "Humidity": [] diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json index 05cb218..1964bd5 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json @@ -11,6 +11,7 @@ "df_output_path":"./input/sensors/API_df_output.csv", "meta_output_path":"./input/sensors/API_meta_output.json", "MKP_meta_output_path":"./output/sensors/MKP_meta_output.json", + "MKP_translated_output_path":"./output/sensors/MKP_translated.json", "paraview_output": true, "paraview_output_path": "./output/paraview", "material_parameters":{}, diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json index a50b6b6..b3147f3 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json @@ -7,8 +7,8 @@ "units": "kelvin", "dimensionality": "[length]", "where": [ - 44.4925, - 3.69, + 41.42, + -3.69, 0.0 ] }, @@ -19,8 +19,8 @@ "units": "meter", "dimensionality": "[length]", "where": [ - 47.5925, - 4.74, + 44.52, + 0.0, 0.0 ] }, @@ -31,8 +31,8 @@ "units": "meter", "dimensionality": "[length]", "where": [ - 47.5925, - 0.0, + 44.52, + -4.74, 0.0 ] } diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json index 5c52596..d8f601b 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json @@ -57,22 +57,51 @@ "name": "E_plus_445LVU_HS--o-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455483 N5545584", + "coordinate": "32 C E455456 N5542276", "height": "" }, "E_plus_445LVU_HS--u-_Avg1": { "name": "E_plus_445LVU_HS--u-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455481 N5545348", + "coordinate": "32 C E455458 N5542528", "height": "" }, "E_plus_413TU_HSS-m-_Avg1": { "name": "E_plus_413TU_HSS-m-_Avg1", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455457 N5542401", + "coordinate": "32 C E455431 N5539340", "height": "" } + }, + "virtual_sensors": { + "E_plus_413TU_HSS-m-_Avg1": { + "displacements": [ + [ + 0.0, + 5e-324, + 1e-323 + ] + ] + }, + "E_plus_445LVU_HS--o-_Avg1": { + "displacements": [ + [ + 0.0, + 0.0, + 0.0 + ] + ] + }, + "E_plus_445LVU_HS--u-_Avg1": { + "displacements": [ + [ + 4.6426265489433e-310, + 0.0, + 6.93719473053478e-310 + ] + ] + } } } \ No newline at end of file From 524a69f7c1b388a5f1de20e0d5e8bac2567d85bd Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:03:23 +0100 Subject: [PATCH 09/22] modifications after the review --- .gitignore | 5 ++ .../scripts/data_generation/orchestrator.py | 70 ------------------- .../scripts/utilities/API_sensor_retrieval.py | 26 ++----- .../input/settings/doit_parameters.json | 2 +- .../output/sensors/MKP_translated.json | 4 +- 5 files changed, 12 insertions(+), 95 deletions(-) delete mode 100644 nibelungenbruecke/scripts/data_generation/orchestrator.py diff --git a/.gitignore b/.gitignore index 552cd4b..701bfad 100644 --- a/.gitignore +++ b/.gitignore @@ -156,3 +156,8 @@ dependencies.pdf use_cases/nibelungenbruecke_demonstrator_line_test/output/* use_cases/nibelungenbruecke_demonstrator_self_weight/output/* *.pdf + +### api I/O files ### +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/* +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/input/sensors/20230215092338.json +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/input/sensors/API_meta_output.json diff --git a/nibelungenbruecke/scripts/data_generation/orchestrator.py b/nibelungenbruecke/scripts/data_generation/orchestrator.py deleted file mode 100644 index 9e9003f..0000000 --- a/nibelungenbruecke/scripts/data_generation/orchestrator.py +++ /dev/null @@ -1,70 +0,0 @@ - -class Model: - def __init__(self): - self.sensor_in = 0.0 - self.sensor_out = 0.0 - self.parameter = 2.0 - - def update_input(self, input_value): - if isinstance(input_value, (int, float)): - self.sensor_in = input_value - return True - else: - return False - - def solve(self): - self.sensor_out = self.parameter * self.sensor_in - return True - - def export_output(self): - return self.sensor_out - - -class DigitalTwin: - def __init__(self): - self.model = Model() - - def predict(self, input_value): - if self.model.update_input(input_value): - if self.model.solve(): - return self.model.export_output() - return None - - -class Orchestrator: - def __init__(self): - self.updated = False - - def predict_dt(self, digital_twin, input_value): - return digital_twin.predict(input_value) - - def predict_last_week(self, digital_twin, inputs): - outputs = [] - for input_value in inputs: - output = digital_twin.predict(input_value) - if output is not None: - outputs.append(output) - return outputs - - def compare(self, input_value, output_value): - if output_value == 2 * input_value: - self.updated = True - - -# Initialize Orchestrator and DigitalTwin -orchestrator = Orchestrator() -digital_twin = DigitalTwin() - -# Feed an array of 7 random floats -import random -inputs = [random.uniform(1, 10) for _ in range(7)] - -# Get predictions from DigitalTwin -predictions = orchestrator.predict_last_week(digital_twin, inputs) - -# Check if predictions are correct and update Orchestrator state -for input_value, output_value in zip(inputs, predictions): - orchestrator.compare(input_value, output_value) - -# Check Orchestrator state -print("Orchestrator updated:", orchestrator.updated) diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index 9925552..6a25f99 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -4,12 +4,14 @@ import requests import pandas as pd from datetime import datetime, timedelta - +from os import PathLike +from typing import Union, Tuple import matplotlib.pyplot as plt - import numpy as np import json import h5py +import math +from pyproj import Proj, transform @@ -161,16 +163,6 @@ def fetch_data(self): return pd.DataFrame(self.df[self.df.columns], index=pd.to_datetime(self.df.index)) # %% - -from os import PathLike -from typing import Union, Tuple - -import pandas as pd -import json -import datetime -import h5py -from datetime import datetime, timedelta - class MetadataSaver: def __init__(self, path, df): @@ -361,16 +353,6 @@ def saving_metadata(self): return self.path_meta, self.path_df # %% - -from os import PathLike -from typing import Union, Tuple -import pandas as pd -import json -import datetime -import csv -import math -from pyproj import Proj, transform - class Translator: def __init__(self, path, **kwargs): diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json index 515f05f..0f8bba5 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json @@ -1,5 +1,5 @@ { - "generate_model": false, + "generate_model": true, "generate_synthetic_data": true, "preprocess_data": false, "run_inference": false, diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json index d8f601b..39b2c4b 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json @@ -97,9 +97,9 @@ "E_plus_445LVU_HS--u-_Avg1": { "displacements": [ [ - 4.6426265489433e-310, + 4.68701760896115e-310, 0.0, - 6.93719473053478e-310 + 6.9522467384083e-310 ] ] } From 5f9e90aff05a46378c29aaf0f0db19d4b7e9666e Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:11:14 +0100 Subject: [PATCH 10/22] .gitignore modification --- .gitignore | 5 +++-- .../output/sensors/MKP_translated.json | 4 ++-- 2 files changed, 5 insertions(+), 4 deletions(-) diff --git a/.gitignore b/.gitignore index 701bfad..74af5a2 100644 --- a/.gitignore +++ b/.gitignore @@ -159,5 +159,6 @@ use_cases/nibelungenbruecke_demonstrator_self_weight/output/* ### api I/O files ### use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/* -use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/input/sensors/20230215092338.json -use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/input/sensors/API_meta_output.json +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/20230215092338.json +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json +use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/*.csv diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json index 39b2c4b..402aed8 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json @@ -97,9 +97,9 @@ "E_plus_445LVU_HS--u-_Avg1": { "displacements": [ [ - 4.68701760896115e-310, + 4.66250860655015e-310, 0.0, - 6.9522467384083e-310 + 6.9139867985832e-310 ] ] } From 592c7c1d73dc62886e72e625ddba5cda22dfd701 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:14:22 +0100 Subject: [PATCH 11/22] .gitignore modification --- .gitignore | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/.gitignore b/.gitignore index 74af5a2..25cbb92 100644 --- a/.gitignore +++ b/.gitignore @@ -157,7 +157,7 @@ use_cases/nibelungenbruecke_demonstrator_line_test/output/* use_cases/nibelungenbruecke_demonstrator_self_weight/output/* *.pdf -### api I/O files ### +### sensor output files ### use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/* use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/20230215092338.json use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json From 56ef879b57978485a36171e0df03234af4c6074e Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:16:19 +0100 Subject: [PATCH 12/22] doit_parameters return to true --- .../input/settings/doit_parameters.json | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json index 0f8bba5..938db5f 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json @@ -1,9 +1,9 @@ { "generate_model": true, "generate_synthetic_data": true, - "preprocess_data": false, - "run_inference": false, - "postprocess_results": false, - "generate_document": false, - "query_posterior_predictive": false + "preprocess_data": true, + "run_inference": true, + "postprocess_results": true, + "generate_document": true, + "query_posterior_predictive": true } \ No newline at end of file From 40005cfef7f0ca7d0661750df0ecaa3d816b9d20 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:50:08 +0100 Subject: [PATCH 13/22] final modifications --- .../input/settings/doit_parameters.json | 10 +++---- .../settings/generate_data_parameters.json | 1 + .../output/sensors/MKP_translated.json | 29 ------------------- 3 files changed, 6 insertions(+), 34 deletions(-) diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json index 938db5f..0f8bba5 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json @@ -1,9 +1,9 @@ { "generate_model": true, "generate_synthetic_data": true, - "preprocess_data": true, - "run_inference": true, - "postprocess_results": true, - "generate_document": true, - "query_posterior_predictive": true + "preprocess_data": false, + "run_inference": false, + "postprocess_results": false, + "generate_document": false, + "query_posterior_predictive": false } \ No newline at end of file diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json index 1964bd5..edeffe1 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/generate_data_parameters.json @@ -12,6 +12,7 @@ "meta_output_path":"./input/sensors/API_meta_output.json", "MKP_meta_output_path":"./output/sensors/MKP_meta_output.json", "MKP_translated_output_path":"./output/sensors/MKP_translated.json", + "virtual_sensor_added_output_path":"./output/sensors/virtual_sensor_added_translated.json", "paraview_output": true, "paraview_output_path": "./output/paraview", "material_parameters":{}, diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json index 402aed8..fcaf370 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json @@ -74,34 +74,5 @@ "coordinate": "32 C E455431 N5539340", "height": "" } - }, - "virtual_sensors": { - "E_plus_413TU_HSS-m-_Avg1": { - "displacements": [ - [ - 0.0, - 5e-324, - 1e-323 - ] - ] - }, - "E_plus_445LVU_HS--o-_Avg1": { - "displacements": [ - [ - 0.0, - 0.0, - 0.0 - ] - ] - }, - "E_plus_445LVU_HS--u-_Avg1": { - "displacements": [ - [ - 4.66250860655015e-310, - 0.0, - 6.9139867985832e-310 - ] - ] - } } } \ No newline at end of file From 1ffe24f94b65cd1dbb502454076026853ebdb66e Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:50:16 +0100 Subject: [PATCH 14/22] final modifications --- .../scripts/utilities/API_sensor_retrieval.py | 35 ++++++++++++------- 1 file changed, 22 insertions(+), 13 deletions(-) diff --git a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py index 6a25f99..df1be21 100644 --- a/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py +++ b/nibelungenbruecke/scripts/utilities/API_sensor_retrieval.py @@ -360,7 +360,7 @@ def __init__(self, path, **kwargs): self.path = path self.meta_path = self.path["meta_output_path"] self.kwargs = kwargs - + def _default_parameters(self): return { "sensors": [] @@ -368,6 +368,7 @@ def _default_parameters(self): def translator_to_sensor(self): self.MKP_meta_output_path = self.path["MKP_meta_output_path"] + default_parameters_data = self._default_parameters() with open(self.meta_path, 'r') as f: self.j = json.load(f) @@ -447,6 +448,7 @@ def geodesic_to_utm(latitude, longitude): def save_to_MKP(self, df): self.MKP_input_path = self.path["MKP_meta_output_path"] self.translated_data_path = self.path["MKP_translated_output_path"] + json_data = { "df": { "columns": df.columns.tolist(), @@ -457,10 +459,10 @@ def save_to_MKP(self, df): } with open(self.MKP_input_path, "r") as file: - displacement_data = json.load(file) + self.displacement_data = json.load(file) for column in df.columns: - sensor_coords = next((sensor["where"] for sensor in displacement_data["sensors"] if sensor["id"] == column), "") + sensor_coords = next((sensor["where"] for sensor in self.displacement_data["sensors"] if sensor["id"] == column), "") geod_coords = self.cartesian_to_geodesic(sensor_coords) if sensor_coords else "" utm_coords = self.geodesic_to_utm(*geod_coords) json_data["meta"][column] = { @@ -475,24 +477,31 @@ def save_to_MKP(self, df): json.dump(json_data, json_file, indent=4) def save_virtual_sensor(self, displacement_values): + self.virtual_sensor_added_output_path = self.path["virtual_sensor_added_output_path"] + with open(self.MKP_input_path, 'r') as f: - metadata = json.load(f) + self.metadata = json.load(f) with open(self.translated_data_path, 'r') as f: MKP_data = json.load(f) - - if "virtual_sensors" not in MKP_data: - MKP_data["virtual_sensors"] = {} + try: + with open(self.virtual_sensor_added_output_path, 'r') as f: + VS_data = json.load(f) + except: + VS_data = MKP_data + + if "virtual_sensors" not in VS_data: + VS_data["virtual_sensors"] = {} - for sensor in metadata["sensors"]: + for sensor in self.metadata["sensors"]: sensor_id = sensor["id"] position = sensor["where"] displacement_value = displacement_values.sensors.get(sensor_id, None) if displacement_value is not None: displacement_value_list = displacement_value.data[0].tolist() - if sensor_id not in MKP_data["virtual_sensors"]: - MKP_data["virtual_sensors"][sensor_id] = {"displacements": []} - MKP_data["virtual_sensors"][sensor_id]["displacements"].append(displacement_value_list) + if sensor_id not in VS_data["virtual_sensors"]: + VS_data["virtual_sensors"][sensor_id] = {"displacements": []} + VS_data["virtual_sensors"][sensor_id]["displacements"].append(displacement_value_list) - with open(self.translated_data_path, 'w') as f: - json.dump(MKP_data, f, indent=4) + with open(self.virtual_sensor_added_output_path, 'w') as f: + json.dump(VS_data, f, indent=4) From 1dbb2cef68a7032125ea7d707ee21a65b56213b1 Mon Sep 17 00:00:00 2001 From: msoenmez Date: Wed, 28 Feb 2024 11:51:50 +0100 Subject: [PATCH 15/22] final modifications --- .../input/settings/doit_parameters.json | 10 +++++----- 1 file changed, 5 insertions(+), 5 deletions(-) diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json index 0f8bba5..938db5f 100644 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json +++ b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/settings/doit_parameters.json @@ -1,9 +1,9 @@ { "generate_model": true, "generate_synthetic_data": true, - "preprocess_data": false, - "run_inference": false, - "postprocess_results": false, - "generate_document": false, - "query_posterior_predictive": false + "preprocess_data": true, + "run_inference": true, + "postprocess_results": true, + "generate_document": true, + "query_posterior_predictive": true } \ No newline at end of file From 58a525d16d0fdfc221b140997a204f797d357310 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:30:27 +0100 Subject: [PATCH 16/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240117143050.json --- .../output/sensors/20240117143050.json | 1 - 1 file changed, 1 deletion(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240117143050.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240117143050.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240117143050.json deleted file mode 100644 index d5b5b95..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240117143050.json +++ /dev/null @@ -1 +0,0 @@ -{"df": {"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, -2.9515593314], [-0.3199920654, 22.9599705744], [-0.3182678223, 8.0074334977]]}, "meta": {"Temp": {"name": "Temp", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": "32 U E455088 N5497785", "height": 104.105}, "Move": {"name": "Move", "unit": "mm", "sample_rate": 0.0016666666666666668, "coordinate": [1, 0.0, 0.0], "height": 99.3}}} \ No newline at end of file From bba743c44bc551c1d0cb56a11327e68e3771bf14 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:30:39 +0100 Subject: [PATCH 17/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json --- .../output/sensors/20240124104615.json | 1 - 1 file changed, 1 deletion(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json deleted file mode 100644 index d5b5b95..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240124104615.json +++ /dev/null @@ -1 +0,0 @@ -{"df": {"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, -2.9515593314], [-0.3199920654, 22.9599705744], [-0.3182678223, 8.0074334977]]}, "meta": {"Temp": {"name": "Temp", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": "32 U E455088 N5497785", "height": 104.105}, "Move": {"name": "Move", "unit": "mm", "sample_rate": 0.0016666666666666668, "coordinate": [1, 0.0, 0.0], "height": 99.3}}} \ No newline at end of file From 76ff7a2ca1b3514a22f7e2e9d30bdd99391b2f1a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:30:47 +0100 Subject: [PATCH 18/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json --- .../output/sensors/20240204092910.json | 1 - 1 file changed, 1 deletion(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json deleted file mode 100644 index d5b5b95..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/20240204092910.json +++ /dev/null @@ -1 +0,0 @@ -{"df": {"columns": ["Temp", "Move"], "index": ["2023-02-13T11:00:00.000000Z", "2023-02-13T11:10:00.000000Z", "2023-02-13T11:20:00.000000Z"], "data": [[-0.3228149414, -2.9515593314], [-0.3199920654, 22.9599705744], [-0.3182678223, 8.0074334977]]}, "meta": {"Temp": {"name": "Temp", "unit": "\u00b0C", "sample_rate": 0.0016666666666666668, "coordinate": "32 U E455088 N5497785", "height": 104.105}, "Move": {"name": "Move", "unit": "mm", "sample_rate": 0.0016666666666666668, "coordinate": [1, 0.0, 0.0], "height": 99.3}}} \ No newline at end of file From 6337695b7ba03672e68effa9d6c318903b64a7eb Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:30:58 +0100 Subject: [PATCH 19/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json --- .../output/sensors/MKP_meta_output.json | 40 ------------------- 1 file changed, 40 deletions(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json deleted file mode 100644 index b3147f3..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_meta_output.json +++ /dev/null @@ -1,40 +0,0 @@ -{ - "sensors": [ - { - "id": "E_plus_413TU_HSS-m-_Avg1", - "type": "TemperatureSensor", - "sensor_file": "temperature_sensor", - "units": "kelvin", - "dimensionality": "[length]", - "where": [ - 41.42, - -3.69, - 0.0 - ] - }, - { - "id": "E_plus_445LVU_HS--o-_Avg1", - "type": "DisplacementSensor", - "sensor_file": "displacement_sensor", - "units": "meter", - "dimensionality": "[length]", - "where": [ - 44.52, - 0.0, - 0.0 - ] - }, - { - "id": "E_plus_445LVU_HS--u-_Avg1", - "type": "DisplacementSensor", - "sensor_file": "displacement_sensor", - "units": "meter", - "dimensionality": "[length]", - "where": [ - 44.52, - -4.74, - 0.0 - ] - } - ] -} \ No newline at end of file From 703b3912324a1b67dc85561593c6e6cc309e2d8d Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:31:10 +0100 Subject: [PATCH 20/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json --- .../output/sensors/MKP_translated.json | 78 ------------------- 1 file changed, 78 deletions(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json deleted file mode 100644 index fcaf370..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/output/sensors/MKP_translated.json +++ /dev/null @@ -1,78 +0,0 @@ -{ - "df": { - "columns": [ - "E_plus_445LVU_HS--o-_Avg1", - "E_plus_445LVU_HS--u-_Avg1", - "E_plus_413TU_HSS-m-_Avg1" - ], - "index": [ - "2023-08-11T08:00:00.000000Z", - "2023-08-11T08:10:00.000000Z", - "2023-08-11T08:20:00.000000Z", - "2023-08-11T08:30:00.000000Z", - "2023-08-11T08:40:00.000000Z", - "2023-08-11T08:50:00.000000Z", - "2023-08-11T09:00:00.000000Z" - ], - "data": [ - [ - -5.0640103237, - -5.1992605643, - 20.2826538086 - ], - [ - -5.1227547192, - -5.2340120138, - 20.2871208191 - ], - [ - -5.1814344487, - -5.2694794548, - 20.2929000854 - ], - [ - -5.2438327677, - -5.3026972723, - 20.3001708984 - ], - [ - -5.3292447272, - -5.3465165163, - 20.3089923859 - ], - [ - -5.3960083422, - -5.3873655263, - 20.3189888 - ], - [ - -5.4989554052, - -5.4396982538, - 20.3304233551 - ] - ] - }, - "meta": { - "E_plus_445LVU_HS--o-_Avg1": { - "name": "E_plus_445LVU_HS--o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455456 N5542276", - "height": "" - }, - "E_plus_445LVU_HS--u-_Avg1": { - "name": "E_plus_445LVU_HS--u-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455458 N5542528", - "height": "" - }, - "E_plus_413TU_HSS-m-_Avg1": { - "name": "E_plus_413TU_HSS-m-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": "32 C E455431 N5539340", - "height": "" - } - } -} \ No newline at end of file From d12a8b9d301ee3ff3981e77687d9909d30e0a616 Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:33:18 +0100 Subject: [PATCH 21/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv --- .../input/sensors/API_df_output.csv | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv deleted file mode 100644 index f5b4ee5..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_df_output.csv +++ /dev/null @@ -1,8 +0,0 @@ -Timestamp,E_plus_445LVU_HS--o-_Avg1,E_plus_445LVU_HS--u-_Avg1,E_plus_413TU_HSS-m-_Avg1 -2023-08-11 08:00:00+00:00,-5.0640103237,-5.1992605643,20.2826538086 -2023-08-11 08:10:00+00:00,-5.1227547192,-5.2340120138,20.2871208191 -2023-08-11 08:20:00+00:00,-5.1814344487,-5.2694794548,20.2929000854 -2023-08-11 08:30:00+00:00,-5.2438327677,-5.3026972723,20.3001708984 -2023-08-11 08:40:00+00:00,-5.3292447272,-5.3465165163,20.3089923859 -2023-08-11 08:50:00+00:00,-5.3960083422,-5.3873655263,20.3189888 -2023-08-11 09:00:00+00:00,-5.4989554052,-5.4396982538,20.3304233551 From a5932af2fd33bb53a12a84f0f87f07419f01cdfd Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Daniel=20Andr=C3=A9s=20Arcones?= <81630834+danielandresarcones@users.noreply.github.com> Date: Wed, 28 Feb 2024 13:33:39 +0100 Subject: [PATCH 22/22] Delete use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json --- .../input/sensors/API_meta_output.json | 47 ------------------- 1 file changed, 47 deletions(-) delete mode 100644 use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json diff --git a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json b/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json deleted file mode 100644 index 73d89d1..0000000 --- a/use_cases/nibelungenbruecke_demonstrator_self_weight_fenicsxconcrete/input/sensors/API_meta_output.json +++ /dev/null @@ -1,47 +0,0 @@ -{ - "df": { - "columns": [], - "index": [], - "data": [] - }, - "meta": { - "Temp": [ - { - "name": "E_plus_413TU_HSS-m-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 41.42, - -3.69, - 0.0 - ], - "height": 103.748 - } - ], - "Move": [ - { - "name": "E_plus_445LVU_HS--o-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 44.52, - 0.0, - 0.0 - ], - "height": 107.438 - }, - { - "name": "E_plus_445LVU_HS--u-_Avg1", - "unit": "\u00b0C", - "sample_rate": 0.0016666666666666668, - "coordinate": [ - 44.52, - -4.74, - 0.0 - ], - "height": 102.698 - } - ], - "Humidity": [] - } -} \ No newline at end of file