From d385b567936b2398ae46bcc28fc2ae2d4dd38000 Mon Sep 17 00:00:00 2001 From: Till Piepenbrock Date: Thu, 27 Aug 2026 10:57:16 +0200 Subject: [PATCH 1/5] adopted new folder structure for data loading of LEA_MTB --- .../load_LEA_MTB_permeability_data.py | 64 +- .../data/complex_permeability/LEA_MTB/N49.csv | 3267 +++++++++-------- 2 files changed, 1817 insertions(+), 1514 deletions(-) diff --git a/data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py b/data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py index 268d0a6..15b7e73 100644 --- a/data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py +++ b/data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py @@ -1,4 +1,5 @@ """Load permeability data in the mdb.""" + import logging from pathlib import Path @@ -13,13 +14,14 @@ logger = logging.getLogger(__name__) # configure logging to show terminal output -logging.basicConfig(format='%(levelname)s:%(message)s', level=logging.INFO) +logging.basicConfig(format="%(levelname)s:%(message)s", level=logging.INFO) # - - - - - - - - - - - - - - - - # Define paths and load probe data # - - - - - - - - - - - - - - - - + def create_paths_to_LEA_MTB_measurements_from_config(): """ Create paths to permeability measurements from config file. @@ -27,10 +29,12 @@ def create_paths_to_LEA_MTB_measurements_from_config(): :return: path2processed_measurement_data and path2probe_database """ # Path to the directory, where the measurement data from the LEA Magnetics Testbench are located - path2measurement_data = Path(mdb.get_user_paths().external_material_data).joinpath("LEA_MTB") + path2measurement_data = Path(mdb.get_user_paths().external_material_data).joinpath( + "LEA_MTB" + ) # Path to the directory of the processed measurement data - path2processed_measurement_data = path2measurement_data.joinpath("permeability_temporary").joinpath("processed") + path2processed_measurement_data = path2measurement_data.joinpath("permeability") # Path to the file, where all probes' data is stored centrally path2probe_database = path2measurement_data.joinpath("probe_database.csv") @@ -39,14 +43,20 @@ def create_paths_to_LEA_MTB_measurements_from_config(): # Paths to the measurement data of the LEA Magnetics testbench -path2processed_measurement_data, path2probe_database = create_paths_to_LEA_MTB_measurements_from_config() +path2processed_measurement_data, path2probe_database = ( + create_paths_to_LEA_MTB_measurements_from_config() +) # Read in the probe database as a pd.DataFrame df_probe_database = pd.read_csv(path2probe_database) print(df_probe_database) # Path to the directory, where the data shall be stored inside the materialdatabase -path2mdb_data = Path(mdb.get_user_paths().material_data).joinpath("complex_permeability").joinpath("LEA_MTB") +path2mdb_data = ( + Path(mdb.get_user_paths().material_data) + .joinpath("complex_permeability") + .joinpath("LEA_MTB") +) # - - - - - - - - - - - - - - - - @@ -54,7 +64,7 @@ def create_paths_to_LEA_MTB_measurements_from_config(): # - - - - - - - - - - - - - - - - # Name of the ferrite material to be processed -material_name = Material._3F46.value +material_name = Material.N49.value # Path to the directory, where the processed measurement data of the specified material is located path2processed_material_data = path2processed_measurement_data.joinpath(material_name) @@ -65,29 +75,40 @@ def create_paths_to_LEA_MTB_measurements_from_config(): else: # Find the directories inside the folder where the material data is stored - directories_in_path2processed_data = [f for f in listdir(path2processed_material_data) if isdir(path2processed_material_data.joinpath(str(f)))] - logger.info(f"Found {len(directories_in_path2processed_data)} directories (probe names) in {path2processed_material_data} : " - f"{directories_in_path2processed_data}") + directories_in_path2processed_data = [ + f + for f in listdir(path2processed_material_data) + if isdir(path2processed_material_data.joinpath(str(f))) + ] + logger.info( + f"Found {len(directories_in_path2processed_data)} directories (probe names) in {path2processed_material_data} : " + f"{directories_in_path2processed_data}" + ) # initialize an empty dataframe df_material = pd.DataFrame() # Iterate over probes for directory in directories_in_path2processed_data: - # Check whether the directory name matches any entry in the probe_database.csv if directory in df_probe_database["probe_code"].values: probe_code = directory else: - logger.warning(f"The directory name {directory} does not match any probe name in the probe_database.csv \n" - f"-> ({path2probe_database})") + logger.warning( + f"The directory name {directory} does not match any probe name in the probe_database.csv \n" + f"-> ({path2probe_database})" + ) break # create path to the directory of the probe's measurement data path2processed_probe_data = path2processed_material_data.joinpath(probe_code) # Get all files in given directory. - files_in_path2processed_probe_data = [f for f in listdir(path2processed_probe_data) if isfile(path2processed_probe_data.joinpath(str(f)))] + files_in_path2processed_probe_data = [ + f + for f in listdir(path2processed_probe_data) + if isfile(path2processed_probe_data.joinpath(str(f))) + ] # If only a single file is in the specified path, assume that it contains the correct measurement: if len(files_in_path2processed_probe_data) != 1: @@ -97,7 +118,12 @@ def create_paths_to_LEA_MTB_measurements_from_config(): logger.warning("Too many files in path", path2processed_probe_data) else: # read in the measurement data - df_probe = pd.read_csv(path2processed_probe_data.joinpath(str(files_in_path2processed_probe_data[0])), encoding="latin1") + df_probe = pd.read_csv( + path2processed_probe_data.joinpath( + str(files_in_path2processed_probe_data[0]) + ), + encoding="latin1", + ) # add probe column (since it's not in the CSV) df_probe["probe"] = probe_code @@ -108,11 +134,15 @@ def create_paths_to_LEA_MTB_measurements_from_config(): # append to material dataframe df_material = pd.concat([df_material, df_probe], ignore_index=True) - logger.info(f"Write permeability data of material {material_name} measured on probe {probe_code} into the materialdatabase.") + logger.info( + f"Write permeability data of material {material_name} measured on probe {probe_code} into the materialdatabase." + ) # Check if reading the data was successful if df_material.empty: - logger.warning('DataFrame is empty!') + logger.warning("DataFrame is empty!") else: # Store processed data in csv file - df_material.to_csv(path2mdb_data.joinpath(f"{material_name}.csv"), index=False) + df_material.to_csv( + path2mdb_data.joinpath(f"{material_name}.csv"), index=False + ) diff --git a/materialdatabase/data/complex_permeability/LEA_MTB/N49.csv b/materialdatabase/data/complex_permeability/LEA_MTB/N49.csv index 4999568..a332e33 100644 --- a/materialdatabase/data/complex_permeability/LEA_MTB/N49.csv +++ 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1c094dea69ad84c9acfcb0b633505e58386e6978 Mon Sep 17 00:00:00 2001 From: Till Piepenbrock Date: Thu, 27 Aug 2026 13:17:20 +0200 Subject: [PATCH 3/5] add more permittivity data --- .../complex_permittivity/LEA_MTB/DMR96A.csv | 6745 +++++++++++++++++ .../data/complex_permittivity/LEA_MTB/N49.csv | 352 +- 2 files changed, 7009 insertions(+), 88 deletions(-) create mode 100644 materialdatabase/data/complex_permittivity/LEA_MTB/DMR96A.csv diff --git a/materialdatabase/data/complex_permittivity/LEA_MTB/DMR96A.csv b/materialdatabase/data/complex_permittivity/LEA_MTB/DMR96A.csv new file mode 100644 index 0000000..cf6fd4e --- /dev/null +++ b/materialdatabase/data/complex_permittivity/LEA_MTB/DMR96A.csv @@ -0,0 +1,6745 @@ +probe,f,T,eps_real,eps_imag +SY4,100578.0,30,99732.03278344008,59332.43902276011 +SY4,101451.0,30,99541.4128643148,59064.60053708413 +SY4,102332.0,30,99336.5814494755,58817.482090139274 +SY4,103221.0,30,99149.58988239468,58561.018285878505 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+0200 Subject: [PATCH 4/5] corrected N49 values by short circuit compensation --- .../data/complex_permittivity/LEA_MTB/N49.csv | 352 +++++++++--------- 1 file changed, 176 insertions(+), 176 deletions(-) diff --git a/materialdatabase/data/complex_permittivity/LEA_MTB/N49.csv b/materialdatabase/data/complex_permittivity/LEA_MTB/N49.csv index 1d87ec4..aee7fc5 100644 --- a/materialdatabase/data/complex_permittivity/LEA_MTB/N49.csv +++ b/materialdatabase/data/complex_permittivity/LEA_MTB/N49.csv @@ -1,180 +1,180 @@ probe,f,T,eps_real,eps_imag -AC1,107759.981,30,43604.41954902692,27295.765554934602 -AC1,121546.164,30,42484.90647612832,25520.31471040326 -AC1,137096.07,30,41399.57319806754,23897.097655418187 -AC1,154635.341,30,40361.03080114819,22402.362134140265 -AC1,174418.483,30,39353.45541498597,21039.07961892556 -AC1,196732.566,30,38387.82265129005,19772.327741284982 -AC1,221901.381,30,37454.726611481776,18606.988168599917 -AC1,250290.148,30,36563.91583641389,17523.30907400567 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+AC2,1197105.72,120,33015.67674734651,17084.778839579423 +AC2,1350256.44,120,32465.368343691316,15963.83562374956 U3G,107760.0,30,82462.05647458788,38129.068561011125 U3G,121546.0,30,80718.20825417624,36102.3576982462 U3G,137096.0,30,79021.39186327501,34268.61092674229 From 7c8a25a07c6b372ea40bd9a28f8facab60fb181a Mon Sep 17 00:00:00 2001 From: Till Piepenbrock Date: Thu, 27 Aug 2026 13:21:36 +0200 Subject: [PATCH 5/5] renamed loader files --- ....py => load_single_material_permeability_data_from_LEA_MTB.py} | 0 ...ta.py => load_all_materials_permittivity_data_from_LEA_MTB.py} | 0 2 files changed, 0 insertions(+), 0 deletions(-) rename data_loader/LEA_MTB/permeability/{load_LEA_MTB_permeability_data.py => load_single_material_permeability_data_from_LEA_MTB.py} (100%) rename data_loader/LEA_MTB/permittivity/{load_LEA_MTB_permittivity_data.py => load_all_materials_permittivity_data_from_LEA_MTB.py} (100%) diff --git a/data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py b/data_loader/LEA_MTB/permeability/load_single_material_permeability_data_from_LEA_MTB.py similarity index 100% rename from data_loader/LEA_MTB/permeability/load_LEA_MTB_permeability_data.py rename to data_loader/LEA_MTB/permeability/load_single_material_permeability_data_from_LEA_MTB.py diff --git a/data_loader/LEA_MTB/permittivity/load_LEA_MTB_permittivity_data.py b/data_loader/LEA_MTB/permittivity/load_all_materials_permittivity_data_from_LEA_MTB.py similarity index 100% rename from data_loader/LEA_MTB/permittivity/load_LEA_MTB_permittivity_data.py rename to data_loader/LEA_MTB/permittivity/load_all_materials_permittivity_data_from_LEA_MTB.py