fix: various minor fixes

.gitignore

@@ -1,4 +1,7 @@
-/.idea/
+.idea/*
 *.pyc
-venv
-__pycache__/
+venv/*
+__pycache__/*
+docs/*
+_build/*
+.github/*

main.py

@@ -1,48 +1,6 @@
 import json
-import signal
-from threading import Thread
-from flask import Flask, request
 from application import Application
 
-app = Flask(__name__)
-
-application = None
-interface_thread = None
-
-signal.signal(signal.SIGINT, lambda x, y: stop())
-signal.signal(signal.SIGTERM, lambda x, y: stop())
-
-
-def run_app(configuration):
-    global application
-    application = Application(configuration)
-
-
-@app.route('/start', methods=['POST'])
-def start():
-    global application
-    global interface_thread
-    if application is not None:
-        return 'Application already running'
-    config = request.get_json()
-    interface_thread = Thread(target=run_app, args=(config,), daemon=True)
-    interface_thread.start()
-    return 'Application running'
-
-
-@app.route('/stop', methods=['GET'])
-def stop():
-    global application
-    global interface_thread
-    if application is None:
-        return 'No application running'
-
-    application.dispose()
-    interface_thread.join()
-    return 'Application stopped'
-
-# if __name__ == '__main__':
-#     app.run(debug=True, host='127.0.0.1', port=8001)
 
 if __name__ == '__main__':
     configuration_file = open('config/configuration.json', 'r')

models/node/gate/gate_node.py

@@ -1,5 +1,5 @@
 import abc
-from typing import List, Dict, Final
+from typing import List, Final
 
 from models.exception.invalid_parameter_value import InvalidParameterValue
 from models.exception.missing_parameter import MissingParameterError
@@ -56,13 +56,14 @@ def _initialize_buffer_options(self, buffer_options: dict) -> None:
     def _run(self, data: FrameworkData, input_name: str) -> None:
         self.print(f'Inserting data in input buffer {input_name}')
         self._insert_new_input_data(data, input_name)
-        # self._clear_output_buffer()
         gate_bypass_condition_met = self._check_gate_condition()
         if not gate_bypass_condition_met:
             if self.clear_input_buffer_if_condition_not_met:
+                self.print('Clearing input buffer because condition was not met')
                 self._clear_input_buffer()
             return
         if self.clear_output_buffer_if_condition_met:
+            self.print('Clearing output buffer because condition was met')
             self._clear_output_buffer()
         self._insert_new_output_data(self._input_buffer[self.INPUT_SIGNAL], self.OUTPUT_MAIN)
 

models/node/generator/single_run_generator_node.py

@@ -1,5 +1,3 @@
-from abc import ABC
-
 from models.framework_data import FrameworkData
 from models.node.generator.generator_node import GeneratorNode
 
@@ -35,5 +33,3 @@ def run(self, data: FrameworkData = None, input_name: str = None) -> None:
         if self._first_execution:
             super().run()
             self._first_execution = False
-        else:
-            raise Exception("Stop Executing!")

models/node/output/display/console.py

@@ -1,20 +1,17 @@
-import csv
-import os
 from typing import List, Final, Dict
 
 import sys
 import time
 
 from models.exception.invalid_parameter_value import InvalidParameterValue
-from models.exception.missing_parameter import MissingParameterError
 from models.framework_data import FrameworkData
 from models.node.output.output_node import OutputNode
 
 
 class Console(OutputNode):
     """ This node displays it's input in the console.
     {
-         "module": "models.node.output.file",
+         "module": "models.node.output.display",
          "type": "Console",
          "prefix": "Acuracia = ",
          "buffer_options": {

models/node/processing/metric.py

@@ -1,5 +1,6 @@
 from typing import Final, List, Any, Dict
 
+import numpy
 from sklearn.metrics import *
 
 from models.exception.invalid_parameter_value import InvalidParameterValue
@@ -118,8 +119,8 @@ def _process(self, data: Dict[str, FrameworkData]) -> Dict[str, FrameworkData]:
         :return: The calculated performance metric.
         :rtype: Dict[str, FrameworkData]
         """
-        predicted_labels = data[self.INPUT_PREDICTED].get_data_single_channel()
-        actual_labels = data[self.INPUT_ACTUAL].get_data_single_channel()[0:data[self.INPUT_PREDICTED].get_data_count()]
+        predicted_labels = numpy.array(data[self.INPUT_PREDICTED].get_data_single_channel()).repeat(150)
+        actual_labels = data[self.INPUT_ACTUAL].get_data_single_channel()[0:len(predicted_labels)]
         unformatted_metric = self._metric_function(actual_labels, predicted_labels)
 
         calculated_metric = FrameworkData()

requirements.txt

@@ -2,41 +2,32 @@ alabaster==0.7.13
 Babel==2.12.1
 beautifulsoup4==4.12.2
 brainflow==4.6.1
-certifi==2022.12.7
+certifi==2023.7.22
 charset-normalizer==3.1.0
 docutils==0.18.1
-furo==2023.3.27
-idna==3.4
+idna==3.7
 imagesize==1.4.1
 importlib-metadata==6.3.0
-Jinja2==3.1.2
+Jinja2==3.1.3
 joblib==1.2.0
 MarkupSafe==2.1.2
 mne==0.24.1
 nptyping==1.4.4
 numpy==1.21.6
 packaging==23.1
-Pygments==2.15.0
+Pygments==2.15.1
 PyQt5==5.15.9
 PyQt5-Qt5==5.15.2
 PyQt5-sip==12.12.0
 pyqtgraph==0.12.4
-requests==2.28.2
+requests==2.31.0
 scikit-learn==1.0.2
-scipy==1.8.1
+scipy==1.10.0-rc1
 snowballstemmer==2.2.0
 soupsieve==2.4
-sphinx==6.1.3
-sphinx-basic-ng==1.0.0b1
-sphinxcontrib-applehelp==1.0.4
-sphinxcontrib-devhelp==1.0.2
-sphinxcontrib-htmlhelp==2.0.1
-sphinxcontrib-jquery==4.1
-sphinxcontrib-jsmath==1.0.1
-sphinxcontrib-qthelp==1.0.3
-sphinxcontrib-serializinghtml==1.1.5
 threadpoolctl==3.1.0
 typish==1.9.3
-urllib3==1.26.15
+urllib3==2.0.7
 zipp==3.15.0
 pyserial~=3.5
+graphviz~=0.20.1