major changes in several aspects

scripts/dash_timeline_static.py

@@ -1,9 +1,9 @@
 import time
 import webbrowser
 from collections.abc import Collection, Iterable
+from pathlib import Path
 from threading import Thread
 from typing import Any, Final, cast
-from pathlib import Path
 
 # import dash_cytoscape as cyto
 import plotly.express as px

scripts/lang_main_config.old.toml

@@ -0,0 +1,58 @@
+# lang_main: Config file
+
+[paths]
+inputs = './inputs/'
+# results = './results/dummy_N_1000/'
+# dataset = '../data/Dummy_Dataset_N_1000.csv'
+results = './results/test_20240807/'
+dataset = '../data/02_202307/Export4.csv'
+
+# only debugging features, production-ready pipelines should always
+# be fully executed
+[control]
+preprocessing_skip = true
+token_analysis_skip = true
+graph_postprocessing_skip = false
+graph_rescaling_skip = false
+graph_static_rendering_skip = true
+time_analysis_skip = true
+
+[preprocess]
+date_cols = [
+    "VorgangsDatum",
+    "ErledigungsDatum",
+    "Arbeitsbeginn",
+    "ErstellungsDatum",
+]
+threshold_amount_characters = 5
+threshold_similarity = 0.8
+
+[graph_postprocessing]
+threshold_edge_number = 330
+# threshold_edge_weight = 150
+
+[time_analysis.uniqueness]
+threshold_unique_texts = 4
+criterion_feature = 'HObjektText'
+feature_name_obj_id = 'ObjektID'
+
+[time_analysis.preparation]
+name_delta_feat_to_repair = 'Zeitspanne bis zur Behebung [Tage]'
+name_delta_feat_to_next_failure = 'Zeitspanne bis zum nächsten Ereignis [Tage]'
+
+[time_analysis.model_input]
+# input_features = [
+#     'VorgangsTypName',
+#     'VorgangsArtText',
+#     'VorgangsBeschreibung',
+# ]
+input_features = [
+    'VorgangsBeschreibung',
+]
+activity_feature = 'VorgangsTypName'
+activity_types = [
+    'Reparaturauftrag (Portal)',
+    'Störungsmeldung',
+]
+threshold_num_acitivities = 1
+threshold_similarity = 0.8

scripts/lang_main_config.toml

@@ -7,14 +7,19 @@ inputs = './inputs/'
 results = './results/test_20240807/'
 dataset = '../data/02_202307/Export4.csv'
 
+[logging]
+enabled = true
+stderr = true
+file = true
+
 # only debugging features, production-ready pipelines should always
 # be fully executed
 [control]
-preprocessing_skip = true
+preprocessing_skip = false
 token_analysis_skip = true
-graph_postprocessing_skip = false
-graph_rescaling_skip = false
-graph_static_rendering_skip = false
+graph_postprocessing_skip = true
+graph_rescaling_skip = true
+graph_static_rendering_skip = true
 time_analysis_skip = true
 
 [preprocess]