diff --git a/audio_feedback.py b/audio_feedback.py
index 37b24b2360711cd65149340d0624b7b2f351c0f5..81cc8095a5a2bbb0f8ba646edac73eb0360b8d4b 100644
--- a/audio_feedback.py
+++ b/audio_feedback.py
@@ -1,12 +1,110 @@
-import pandas as pd
+import numpy as np
+import sounddevice as sd
+import time
+import threading
 import constants as c
-import sleep_stage_classifer as s
+
+# Globális változók
+sample_rate = 44100
+phase_left = 0
+phase_right = 0
+is_playing = False
+last_call_time = 0
+controller_lock = threading.Lock()
+stream = None
 
 
 def check_pip(tester_list):
-    last_probas = [{k: v for k, v in elem.items() if k != 'Stage'} for elem in tester_list[-c.CHECK_LEN:]]
-    conditions_met_count = sum((elem['N2'] + elem['N3'] > 0.85) and (elem['N3'] <= 0.5) for elem in last_probas)
-    if len(last_probas) < c.CHECK_LEN:
-        return False
-    return conditions_met_count >= c.CHECK_LEN-1        #egy híján mindre igaz
+    """
+    Ellenőrzi,
+    hogy szükséges e az adott epochra az audiofeedback
+
+    - Itt implementáljuk a logikát, ami dönt a feedbackról. Ez visszamenőleg tudja elemezni a listát
+      és ennek megfelelően dönt
+    - Meghívhatja az audio_controller és az analyze_file is
+
+    :param tester_list: Yasa_output_list, vagy kimentett lista
+    :return: bool, szükséges e az audiofeedback az aktuális epochra
+    """
+    if len(tester_list) > 60:
+        last_probas = [{k: v for k, v in elem.items() if k != 'Stage'} for elem in tester_list[-c.CHECK_LEN:]]
+        all_conditions_met = all((elem['N2'] + elem['N3'] > 0.7) and (elem['N3'] <= 0.5) for elem in last_probas)
+        pre_check_conditions_met = all(
+            (elem['N2'] + elem['N3'] + elem['R'] >= 0.6) for elem in tester_list[-c.CHECK_LEN - 15:-c.CHECK_LEN])
+        return all_conditions_met and pre_check_conditions_met
+
+
+def callback(outdata, frames, time, status):
+    """
+    Létrehozza
+    a binaurális ütemet
+
+    - Létrehozza és betölti folyamatosan a binautális ütemet a streameléshez, és követi a fázist
+    - Korrigálja a túlcsordulást a végén
+    """
+    global phase_left, phase_right
+    t = (np.arange(frames) / sample_rate).reshape(-1, 1)
+    left = np.sin(2 * np.pi * c.FREQUENCY_LEFT * t + phase_left)
+    right = np.sin(2 * np.pi * c.FREQUENCY_RIGHT * t + phase_right)
+    outdata[:] = np.hstack([left, right])
+    phase_left += 2 * np.pi * c.FREQUENCY_LEFT * frames / sample_rate
+    phase_right += 2 * np.pi * c.FREQUENCY_RIGHT * frames / sample_rate
+    phase_left = phase_left % (2 * np.pi)
+    phase_right = phase_right % (2 * np.pi)
+
+
+def start_stream():
+    """
+    Ha nem megy,
+    elindítja a lejátszást
+
+    - Létrehozza a streamet, és a callbackból betöltött adatok alapján lejátsza.
+    - A sample_rate az az általános, a blocksize az, hogy mennyi adatot tölt előre be a függvény.
+    - Nekem nem kell hogy dinamikus legyen, viszont így egy másodpercnyit előre betölt ami így robusztus
+      lesz kellően, és nem recseg amikor nagyobb számításigény merül fel a kódban
+
+    """
+    global is_playing, stream
+    if not is_playing:
+        stream = sd.OutputStream(channels=2, callback=callback, samplerate=sample_rate, blocksize=sample_rate)
+        stream.start()
+        is_playing = True
+
+
+def stop_stream():
+    """
+    Leállítja a lejátszást és beállítja a flaget
+    """
+    global is_playing, stream
+    if is_playing:
+        stream.stop()
+        is_playing = False
+
+
+def audio_controller(yasa_output_list):
+    """
+    Irányítja
+    a lejátszást
+
+    - Ezt hívja meg közvetlenül minden kiszámolt epoch-kal a yasa_sleep_classifier.
+    - Átadja a yasa_output_listet a check_pip-nek ami ez alapján eldönti hogy kell e lejátszás, és visszatér egy
+      bool értékkel.
+    - Ez alapján meghívja a start és stop_streamet. Ha nincs változás Akkor nem nyúl bel, hogy folytonos legyen a
+      lejátszás
+    - Ha valami miatt egy percig nincs hívás leállítja a lejátszást
+    """
+    global is_playing, last_call_time, controller_lock
+    should_play = check_pip(yasa_output_list)
+    with controller_lock:
+        current_time = time.time()
+
+        if is_playing and (current_time - last_call_time >= 60):
+            stop_stream()
+            print("Az idő hossza miatt állt le")
+            return
+        if should_play and not is_playing:
+            start_stream()
+        elif not should_play and is_playing:
+            stop_stream()
 
+        last_call_time = current_time
diff --git a/constants.py b/constants.py
index 89192a0db0fdeb53e918204453a50ea3255322b9..8122b1180c72781760448decc51055e476a8637e 100644
--- a/constants.py
+++ b/constants.py
@@ -4,7 +4,7 @@ SAMPLING_FREQ = 250     #mintavételi freq, ez stabil, írja, ha megváltozik, n
 SIGNAL_TIME = 350       #ha időre fut a kód, akkor a start signal után az input() helyére sleep(...)
 RESIST_TIME = 5
 EPOCH_LEN = 30         #30 s-nyi epochokkal dolgozik
-YASA_INPUT_LEN = 2*60*7        #percben (az epoch 30 s)
+YASA_INPUT_LEN = 2*60        #percben (az epoch 30 s)
 
 #EEG metadata values
 
@@ -13,11 +13,18 @@ AGE = 22
 
 #file managing
 
-FILE_IDENTIFIER = "full_night_full_time"
+FILE_IDENTIFIER = "full_night_audio2"
 FILE_FOLDER_NAME = "C:\Programkornyezet\PythonProjects\AudiostimulationProject\AudiostimulationDirectory\output_files"
-SHOW_FEEDBACK = True
+ANALYZE_FILE = True     #ábrázoljuk a mentett fájlokat. Futtatásnál false
+SHOW_FEEDBACK = True    #sárgával színezi, hogy a check_pip alapján mikor volt ing. Aktuális check_pip!
 
-#audiofeedback decision
+#audiofeedback
 
 CHECK_LEN = 3
+FREQUENCY_RIGHT = 138   #a kettő különbségét érzékeljük a sztereo hangzásból
+FREQUENCY_LEFT = 135
+
+#sleepstaging first wake hour file path
+
+ONE_HOUR_WAKE = r"C:\Programkornyezet\PythonProjects\AudiostimulationProject\AudiostimulationDirectory\one_hour_wake.pkl"
 
diff --git a/device_controller.py b/device_controller.py
index 18237eed4568aada2c5aa61831434ee8fbecf25a..0447296f2f01ff8fd0d17eff847da7a9328e68a0 100644
--- a/device_controller.py
+++ b/device_controller.py
@@ -12,6 +12,7 @@ import concurrent.futures
 from time import sleep
 import constants as c
 import sleep_stage_classifer as s
+import audio_feedback as a
 import file_manager as f
 
 def sensor_found(scanner, sensors):
@@ -125,8 +126,10 @@ try:
             input()
             sensor.exec_command(SensorCommand.StopSignal)
             print("Stop signal")
+            a.stop_stream()
             f.sleep_stage_file_maker()      #stop signal után menti el fájlba az eredményt
-            s.yasa_output_list.clear()      #biztonság kedvéért törli a nagy listát
+            s.yasa_output_list.clear()      #biztonság kedvéért törli a nagy listákat
+            s.yasa_input_list.clear()
 
         sensor.disconnect()
         print("Disconnect from sensor")
diff --git a/file_manager.py b/file_manager.py
index f14b169622ad34dfc6e0b80ae3d0e2e426f5f797..5a11707182f4ae461f4179efda89157ee6e75e49 100644
--- a/file_manager.py
+++ b/file_manager.py
@@ -7,12 +7,13 @@ Feldolgozáshoz beírni az analyze_file()-ba a fájl abszolút elérési útvona
 
 import os
 import datetime
-import constants as c
-import sleep_stage_classifer as s
-import audio_feedback as a
 import pandas as pd
 import matplotlib.pyplot as plt
 import yasa
+import constants as c
+import sleep_stage_classifer as s
+import audio_feedback as a
+
 
 def sleep_stage_file_maker():
     """
@@ -47,6 +48,8 @@ def analyze_file(csv_file_path):
     - Ábrázoljuk 'matplotlib'-bel a valószínűségeket (ahogy a 'yasa'-ban is, de az fájlból nem működik). Méretét az
       adatmennyiség határozza meg.
     - Ábrázoljuk az összes szükséges értéket és kimutatást 'yasa' függvény segítségével.
+    - A c.SHOW_FEEDBACK egy kapcsoló, jelzi (kiemelővel a valószínűségploton) hogy mikor volt a check_pip szerint audio
+      stimuláció. Mindig az aktuális check_pip feltételekre!
     :param csv_file_path: output_list-be mentett .csv fájlok abszolút elérési útvonala
     """
     df = pd.read_csv(csv_file_path)
@@ -59,14 +62,15 @@ def analyze_file(csv_file_path):
         pip_results = [a.check_pip(dict_list[:i + 1]) for i in range(len(dict_list))]
 
     # Hipnogram ábrázolása
-    plt.figure(figsize=(int(len(stages)/40), 5))
+    plt.figure(figsize=(int(len(stages) / 40), 5))
     hypn = yasa.Hypnogram(stages, freq="30s")
     hypn.plot_hypnogram(lw=2, fill_color="whitesmoke")
     plt.show()
 
     # Valószínűségplot ábrázolása
     colors = ["#99d7f1", "#009DDC", "xkcd:twilight blue", "xkcd:rich purple", "xkcd:sunflower"]
-    ax = probabilities.plot(kind='area', figsize=(int(len(probabilities)/6), 5), stacked=True, color=colors, alpha=0.8, linewidth=0)
+    ax = probabilities.plot(kind='area', figsize=(int(len(probabilities) / 6), 5), stacked=True, color=colors,
+                            alpha=0.8, linewidth=0)
     ax.set_xlabel('Time (30-sec epoch)')
     ax.set_ylabel('Probability')
     ax.legend(frameon=False, bbox_to_anchor=(1, 1))
@@ -75,19 +79,21 @@ def analyze_file(csv_file_path):
         for i, result in enumerate(pip_results):
             if result:  # Ha True, akkor kiemeljük az adott szakaszt
                 ax.axvspan(i, i + 1, color='yellow', alpha=0.5)  # Kiemelés sárga színnel
-    plt.show()
-    print((sum(pip_results)/2), "percnyi ingerlés volt összesen")
+        plt.show()
+    #    print((sum(pip_results) / 2), "percnyi ingerlés volt összesen")
 
     # Alvási statisztikák kiíratása táblázatban
-    statistics = yasa.sleep_statistics(stages_int, sf_hyp=1/30)
+    statistics = yasa.sleep_statistics(stages_int, sf_hyp=1 / 30)
     stat_df = pd.DataFrame(list(statistics.items()), columns=['Parameter', 'Value'])
     plt.figure(figsize=(4, 6))
     plt.title('Sleep Statistics')
     plt.axis('off')
-    plt.table(cellText=stat_df.values, colLabels=stat_df.columns, loc='center', cellLoc='center', colColours=['lightgray'] * 2)
+    plt.table(cellText=stat_df.values, colLabels=stat_df.columns, loc='center', cellLoc='center',
+              colColours=['lightgray'] * 2)
     plt.tight_layout()
     plt.show()
 
- #A függvény használata (r-el kezdődjön), csak akkor kikommentelni, ha ezt akarjuk!:
-analyze_file(r'C:\Programkornyezet\PythonProjects\AudiostimulationProject\AudiostimulationDirectory\output_files\02_14_full_night_full_time.csv')
 
+if c.ANALYZE_FILE:
+    analyze_file(
+        r'C:\Programkornyezet\PythonProjects\AudiostimulationProject\AudiostimulationDirectory\output_files\02_28_full_night_audio2.csv')
diff --git a/one_hour_wake.pkl b/one_hour_wake.pkl
new file mode 100644
index 0000000000000000000000000000000000000000..f6115051c247a2c49db9f045b92360e5f7e113ca
Binary files /dev/null and b/one_hour_wake.pkl differ
diff --git a/output_files/02_27_full_night_final.csv b/output_files/02_27_full_night_final.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c7725a122f8ca0e377ba6a8dcb8a5541f1645ad0
--- /dev/null
+++ b/output_files/02_27_full_night_final.csv
@@ -0,0 +1,819 @@
+Stage,N1,N2,N3,R,W
+W,0.057562391382650104,0.03114630320947485,0.0001379980861591489,0.007507449791364997,0.9036458575303509
+W,0.008548024027168217,0.007643655934999692,0.00020783101240548572,0.0021013117812072276,0.9814991772442194
+R,0.011552094897275392,0.02394703039492738,0.006471373630386078,0.7219194475895585,0.23611005348785258
+W,0.082626918308924,0.011863400877641485,0.0004942239357772814,0.001009948386661909,0.9040055084909953
+W,0.003204525966988243,0.01739833590311406,0.06910662029271146,0.19447099725979544,0.7158195205773908
+W,0.0515461163325309,0.031723827759274015,0.0037579894212123746,0.0013795511210986473,0.911592515365884
+W,0.01369103026203616,0.016586108950396267,0.000714660304136415,0.005182166131134865,0.9638260343522963
+W,0.04710274760228246,0.03291205487331555,0.004677646286772404,0.005849887153654147,0.9094576640839755
+W,0.007891292020727633,0.004953878704769025,0.0022700901916289993,0.015428722156062304,0.9694560169268119
+W,0.03618130792804157,0.030277582044455163,8.410870205049185e-05,0.013944185679830398,0.9195128156456224
+W,0.01642122118732771,0.0246281547046649,0.0044953867276613674,0.005601200025255653,0.9488540373550904
+W,0.018445142171595028,0.017889258215186107,0.0010963127717105701,0.007418720359503334,0.9551505664820049
+W,0.01570688435792067,0.02161127658366052,0.0028040444411623656,0.013651416077849983,0.9462263785394065
+W,0.05124257085950441,0.05596658887868302,0.0007747538235227416,0.03896517366752581,0.853050912770764
+W,0.0036320392935781007,0.0033557493712636564,0.004487498575250583,0.23879499649073685,0.7497297162691707
+W,0.0577941998642162,0.008368772702259334,0.00014962318205480633,0.029817373711077746,0.9038700305403919
+W,0.04105834857622335,0.007423709514228109,0.0002596099160182419,0.003275337680928839,0.9479829943126015
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+W,0.020622300337574197,0.00594548213528228,0.0028259879607467823,0.005715815648053171,0.9648904139183436
+W,0.016320546127929124,0.010119080667450795,0.0032671425605229876,0.0021191868102695354,0.9681740438338275
+W,0.010357872596165826,0.005509044905608355,0.0009852400412348299,0.001298821374819306,0.9818490210821716
+W,0.02286893004985196,0.006766750457551657,0.0009338865092574415,0.004460240373385425,0.9649701926099535
+W,0.05310786068611045,0.023760729127524742,0.0007861745404508056,0.021567552882365282,0.9007776827635486
+W,0.21763413920870045,0.07004697206179461,0.0033951954128659976,0.12221802769081112,0.5867056656258277
+W,0.23844801191344372,0.05382297132035592,0.002414786252542654,0.13315464639105637,0.5721595841226014
+W,0.16166916890673624,0.05202699356891229,0.0013686286977901577,0.171804443852181,0.6131307649743803
+R,0.27041604550287945,0.07287355776541682,0.0025855244075553225,0.555941109109889,0.09818376321425937
+R,0.27436685226613133,0.05955762839696842,0.0015510538311917206,0.3811818413216483,0.28334262418406025
+R,0.20292272889426624,0.03922533954262763,0.0006531484996974486,0.7163864569208533,0.04081232614255529
+R,0.209163041929075,0.05235355455484067,0.0025320334196847717,0.6685648470914428,0.06738652300495682
+R,0.2391429193843347,0.10466018879294503,0.002203707088467811,0.6055153002279209,0.04847788450633139
+R,0.3126163811201499,0.1335332108777154,0.009050181953470517,0.4869008869073364,0.05789933914132783
+R,0.3171258158459141,0.05792584057844649,0.00578465084909358,0.5650474052638504,0.05411628746269548
+R,0.09096773858055585,0.020191553188292705,0.0017295906203950088,0.8762844895620616,0.010826628048694798
+R,0.08916812648156479,0.0730556001318746,0.005261763638035058,0.8131962613493849,0.019318248399140564
+R,0.13808708302380096,0.2517377467203022,0.004578591061125948,0.5841405484643283,0.0214560307304427
+R,0.10657919080159152,0.21743040541893813,0.0034275348471281813,0.6444092175581192,0.028153651374222974
+N2,0.19651918862377352,0.4283386811362209,0.027437003619658548,0.3103511590950504,0.03735396752529656
+N2,0.17316596666635534,0.40235178787101855,0.014574364506338014,0.3719526528510786,0.03795522810520939
+N2,0.2120220380761148,0.38742819861292194,0.009580179860708084,0.3344933742148547,0.056476209235400664
+R,0.25387764437600385,0.3045207199007736,0.005751502177208561,0.3702087334995166,0.0656414000464975
+N2,0.1331609606037706,0.48296139345033706,0.02269499398508089,0.3216948010363612,0.0394878509244502
+R,0.13640927001177425,0.23140209250977964,0.009404633273752426,0.45725244999294834,0.1655315542117453
+N2,0.062006568702252435,0.7919293578511657,0.016988583321255732,0.07952836426916371,0.049547125856162326
+N2,0.05287628973868821,0.7936952365352893,0.026382231472956943,0.08963224410162188,0.037413998151443674
+N2,0.14864913416172423,0.6272267558209118,0.012600096652548144,0.1239020238142389,0.08762198955057683
+N2,0.16153553661544168,0.6933458448922668,0.005241161986008544,0.10976119329939903,0.030116263206883875
+N2,0.07829388811658115,0.7925192629800695,0.04392963129541157,0.05310921504622867,0.03214800256170933
+R,0.19540543077866723,0.36883561782786595,0.013871258685417142,0.37030989661400393,0.05157779609404581
+N2,0.06622275348883526,0.8180500874182192,0.024231408423981932,0.0574519414280073,0.03404380924095631
+N2,0.11203444544190233,0.8095850412766961,0.005881221211148923,0.045763240603784644,0.026736051466468087
+N2,0.051664926353491875,0.8949688976188774,0.024083097843984914,0.014320971880580296,0.014962106303065721
+N2,0.07844909243403442,0.7897463770135411,0.00547342263965198,0.0993328402706298,0.026998267642142634
+N2,0.037023784008030726,0.8929114342960989,0.021520294612323354,0.03139299882689139,0.017151488256655724
+N2,0.05161346169056571,0.8672738452244944,0.007477214947395923,0.02793588320622822,0.0456995949313157
+N2,0.006676676308769947,0.8354174681574585,0.12025608700422388,0.025486810947728082,0.01216295758181955
+N2,0.06647103147559874,0.816688545847686,0.03826169636613333,0.04105491457286976,0.037523811737712236
+N2,0.07182539001925221,0.7600905574143025,0.0522689006442176,0.09700167665860669,0.018813475263620844
+N2,0.09492123273177056,0.5414829053019826,0.027748365971766126,0.2617314457062806,0.07411605028820015
+N2,0.025029216157162134,0.6612377124498279,0.09741299553192376,0.03639615465150582,0.17992392120958037
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diff --git a/output_files/02_28_full_night_audio.csv b/output_files/02_28_full_night_audio.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c669d549791abcb6d949bd48142534377af4980e
--- /dev/null
+++ b/output_files/02_28_full_night_audio.csv
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diff --git a/output_files/02_28_full_night_audio2.csv b/output_files/02_28_full_night_audio2.csv
new file mode 100644
index 0000000000000000000000000000000000000000..61d66f222191ec7c20a3f9def8d11f2f9356a2f5
--- /dev/null
+++ b/output_files/02_28_full_night_audio2.csv
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diff --git a/sleep_stage_classifer.py b/sleep_stage_classifer.py
index b18264a0d2f01026d4173d4ce46e9d7e4c5f781a..c1891aabf0391d414edec722f7901396e3f52550 100644
--- a/sleep_stage_classifer.py
+++ b/sleep_stage_classifer.py
@@ -18,15 +18,22 @@ osztályozó metódust
 import yasa
 import mne
 import numpy as np
-import time
+import pickle
+import os
 import constants as c
 import audio_feedback as a
 
-
 epoch_data_list = []  # egy epochnyi adat
-yasa_input_list = []  # a yasa-ba bemenő adatmennyiség
 yasa_output_list = []  # a fájlba írandó lista folyamatos bővüléggel
-first_call = True  # az első 5 perc flagje a yasa_classifier-ben
+one_hour_list = []
+
+if os.path.exists(c.ONE_HOUR_WAKE) and c.ANALYZE_FILE == False:  # betöltünk egy órányi ébrenlétet
+    with open(c.ONE_HOUR_WAKE, 'rb') as file:
+        yasa_input_list = pickle.load(file)
+        print("egy óra beolvasva")
+elif c.ANALYZE_FILE == False:
+    yasa_input_list = []
+    print("yasa_input_list is empty")
 
 
 def yasa_classifier(raw):
@@ -42,42 +49,27 @@ def yasa_classifier(raw):
         - .predict() fél perces epochok készítése után a fázisoknak megfelelő betűjelek listájával tér vissza.
         - .predict_proba() az ugyanezen 5 s-es epochoknál az egyes alvási fázisokhoz tartozó valószínűségekkel
           (5 fázis: N1, N2, N3, R, W) tér vissza.
-    - A 'yasa' esetéban minél hosszabb időtartamot elemez annál jobb az eredmény, 5 percnél kevesebbet nem tud,
-      így az első 5 percet meg kell várni, utána tudjuk epochonként megkapni az értékeket.Ezt kezeli az if/else.
-      Az első 5 perc esetén kiírjuk az egész listát, utána, fél percenként ablakolt adatok érkeznek, az ezekből készült
-      listából az utolsó elem szükséges/új nekünk. több adat a pontos mérést szolgálja.
-    - Az if/else-n belül a prediktálás eredményei, és a valószínűségek, mint dictionary
-      a yasa_output_list globális változóhoz adódnak, amiből a file_maker a teljes mérés végén csv. fájlt készít.
-    - Kiírja az aktuális értéket
-    - Meghívja majd az audio_feedbacket az érték alapján, ami majd meghatározza az audiostimulációt.
+    - A raw, amit meghívással kap mindig egy óra hosszúságú adat, az alvás elején az ébrenlét előre felvett adataival
+      kiegészítve. Minél hosszabb időtartam adott a yasa-nak, annál pontosabb, egy óránál többet nem akartam, ez
+      stabilabb futásidőt eredményez mint pl 8 óra, és állandó, ezzel sokkal pontosabb, mintha 5 percet adnánk neki
+      az elején, és később is, vagy később többet, így állandó szinten van a minőség az egész mérés alatt
+    - A végén kiíratja az aktuális 30 s állapotát, és meghívja az audio_feedback-ból az audio_controllert, ami elvégzi
+      az audiostimulációt ha szükséges.
     :param raw: EDF fájl
     """
-    start_time = time.time()
     global yasa_output_list, first_call
     sls = yasa.SleepStaging(raw, eeg_name="O1-O2", metadata=dict(age=c.AGE, male=c.MALE))
     y_pred = sls.predict()
     y_proba = sls.predict_proba()
 
-    if first_call:
-        for i in range(len(y_pred)):
-            y_pred_i = y_pred[i]
-            y_proba_i = y_proba.iloc[i].to_dict()
-            yasa_output_list.append({"Stage": y_pred_i, **y_proba_i})
-            print(y_pred_i)
-        first_call = False
-    else:
-        y_pred_last = y_pred[-1]
-        y_proba_last = y_proba.iloc[-1].to_dict()
-        yasa_output_list.append({"Stage": y_pred_last, **y_proba_last})
-        print(y_pred_last)
-
-    end_time = time.time()
-    elapsed_time = end_time - start_time
-    print(
-        f"Eltelt idő: {elapsed_time} s, y_pred hossza: {len(y_pred)}\n")  # Eltelt idő és az y_pred hosszának kiírása
-
-
-def raw_object_maker(yasa_input_list):  #névkonvenció? nemtudom
+    y_pred_last = y_pred[-1]
+    y_proba_last = y_proba.iloc[-1].to_dict()
+    yasa_output_list.append({"Stage": y_pred_last, **y_proba_last})
+    a.audio_controller(yasa_output_list)
+    print(y_pred_last)
+
+
+def raw_object_maker(yasa_input_list):
     """
     A beérkező adatokból a 'yasa' számára feldolgozható
     EDF fájlt készít
@@ -97,12 +89,11 @@ def raw_object_maker(yasa_input_list):  #névkonvenció? nemtudom
     t3_data = []
     t4_data = []
 
-    for pair in yasa_input_list:
-        for obj in pair:
-            o1_data.append(obj.O1)
-            o2_data.append(obj.O2)
-            t3_data.append(obj.T3)
-            t4_data.append(obj.T4)
+    for obj in yasa_input_list:
+        o1_data.append(obj.O1)
+        o2_data.append(obj.O2)
+        t3_data.append(obj.T3)
+        t4_data.append(obj.T4)
 
     o1_np = np.array(o1_data)
     o2_np = np.array(o2_data)
@@ -116,8 +107,7 @@ def raw_object_maker(yasa_input_list):  #névkonvenció? nemtudom
 
     ch_names = ['O1', 'O2', 'T3', 'T4', 'O1-O2', 'T3-T4']
     ch_types = ['eeg'] * 6
-    sfreq = c.SAMPLING_FREQ
-    info = mne.create_info(ch_names=ch_names, sfreq=sfreq, ch_types=ch_types)
+    info = mne.create_info(ch_names=ch_names, sfreq=c.SAMPLING_FREQ, ch_types=ch_types)
     raw = mne.io.RawArray(eeg_data, info)
     yasa_classifier(raw)
 
@@ -129,33 +119,48 @@ def epoch_maker(data):
 
     A listák méretei itt változtathatóak meg!
 
-    - A globális változók a többszöri meghívás miatt szerepelnek:
-    - Az epoch_data_list egy-egy epoch hosszát határozza meg. Ez ugyan a constants-ban változtatható, de ne változtass,
-      a sampling_freq (250 Hz) és az epoch_len (30 s) is adott. /2 a duplikált bemeneti adatok miatt fontos, megoldása
-      a raw_object_maker-ben.
-    - A beérkező adat hozzáadódik az epoch_data_list-hez. Ez az alapegységünk, 30 s-nyi adat! Ha ez "megtelik"
-      hozzáadódik a yasa_input_list-hez, ez az (epoch méret egész többszörösére) változtatható hosszúságú lista,
-      amit a 'yasa' klasszifikáló egészben kap meg. Most 15 perc, minél hosszab, annál pontosabb a klasszifikálás,
-      de nő a feldolgozási idő is.
-    - A YASA_INPUT_LEN a constants-ban változtatható méretű.
-
-      - A yasa-nak szükséges legalább 5 perc, ezért az első 5 percet egyben adjuk át, utána epochonként.
-      - Amikor "megtelik" az első epoch törlődik, és egy új hozzáadódik, ablakolunk.
+    - A BrainBit-ből érkező jelekkel feltöltjük az epoch_data_listet. Mivel minden meghíváskor új adat érkezi
+      ezért globális változó, hogy ne inicializálódjon újra
+    - A constonts.py-ban megadható a sampling freq és az apoch mérete, de ezek maradjanak változatlaul
+    - Ha az epoch_data_list megtelik adattal hozzáadódik egy nagy listához és kiürül, újratöltődik
+    - A yasa_input listet inicializáláskor feltöltjük egy órányi nyers ébrenléti adattal. Ehhez hozzáadódnak az új
+      epochot, és folyamatosan tölrlődnek az elsők, így ablakolunk, mindig egy órányi adattal hívjuk meg a
+      raw_object_makert
+    - Ez a yasa miatt lesz fontos
 
 
     :param data: BrainBit-ből érkező nyers adat
     """
     global epoch_data_list, yasa_input_list
-    epoch_data_list_len = int(c.SAMPLING_FREQ * c.EPOCH_LEN / 2)
+    epoch_data_list_len = int(c.SAMPLING_FREQ * c.EPOCH_LEN)
 
-    epoch_data_list.append(data)
+    for elem in data:
+        epoch_data_list.append(elem)
 
     if len(epoch_data_list) >= epoch_data_list_len:
         yasa_input_list.extend(epoch_data_list)
         epoch_data_list = []
 
-        if len(yasa_input_list) > (c.YASA_INPUT_LEN) * epoch_data_list_len:
+        if len(yasa_input_list) > (c.YASA_INPUT_LEN * epoch_data_list_len):
             del yasa_input_list[:epoch_data_list_len]
 
-        if len(yasa_input_list) > epoch_data_list_len * 10:
-            raw_object_maker(yasa_input_list)
+        raw_object_maker(yasa_input_list)
+
+
+"""
+#Ezzel vettem fel az egy óra ébrenlétet, ha meég szükség lesz rá. 
+def save_data_with_pickle(data_list): #csak az egy órás adathoz kellett
+    f_path = r"C:\Programkornyezet\PythonProjects\AudiostimulationProject\AudiostimulationDirectory\one_hour_wake.pkl"
+    with open(f_path, 'wb') as file:
+        pickle.dump(data_list, file)
+
+def process_data(data):   #csak az egy órás adathoz kellett
+
+    global one_hour_list
+    for elem in data:
+        one_hour_list.append(elem)
+
+    if len(one_hour_list) >= c.EPOCH_LEN * c.SAMPLING_FREQ * 2 * 60: #ezt 60 ra lesz egy óra
+        save_data_with_pickle(one_hour_list)
+        one_hour_list.clear()
+"""