{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "TOMORROW SCREEN RECORD WHILE LIVE IMAGING ON ATLAS"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are sevaral places where improvement is required. \n",
    "\n",
    "First, the pyautogui.locate requires an image input, so you can't just give it text to find on the screen. If you want that, you need a more sophisticated method. Or just know it has limited transferability across systems. \n",
    "\n",
    "- I think the way to do this would be to use the snapshot feature with a live cropping GUI to save the reference image (used to find imaging fov on screen)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "- update get_title() function to allow user to select refernece image. \n",
    "- update live gui view\n",
    "- save screen recording as npy\n",
    "- convert npy to mp4 for viewing"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#WHENEVER U HAQVE CV2 PROBLEMS RUN THIS INSTEAD OF RESTARTING EKRNEL\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import cv2\n",
    "import pyautogui\n",
    "from PIL import Image\n",
    "import os\n",
    "from tkinter import Tk\n",
    "from tkinter.filedialog import askdirectory\n",
    "from datetime import datetime\n",
    "import threading\n",
    "import nidaqmx \n",
    "import time\n",
    "from pynput import keyboard\n",
    "from queue import Queue\n",
    "from collections import deque"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### test threading integration"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_dff(current_F, F_buffer):\n",
    "    \"\"\"\n",
    "    Calculate dF/F using rolling window baseline\n",
    "    \n",
    "    Args:\n",
    "        current_F: Current frame's mean intensity\n",
    "        F_buffer: deque containing recent F values\n",
    "    \n",
    "    Returns:\n",
    "        float: dF/F value\n",
    "    \"\"\"\n",
    "    # Calculate baseline (F0) from buffer, excluding current value\n",
    "    F0 = np.mean(list(F_buffer)[:-1]) if len(F_buffer) > 1 else current_F\n",
    "    \n",
    "    # Calculate dF/F\n",
    "    dff = (current_F - F0) / F0 if F0 != 0 else 0\n",
    "    return dff\n",
    "\n",
    "def analysis_worker(frame_queue, trigger_queue, window_size=20, event_threshold=0.2):\n",
    "    \"\"\"\n",
    "    Worker thread for dF/F calculation and event detection\n",
    "    \n",
    "    Args:\n",
    "        frame_queue: Queue receiving frames from screen recording\n",
    "        trigger_queue: Queue to send trigger requests to NIDAQ\n",
    "        window_size: Size of rolling window for baseline\n",
    "        event_threshold: Threshold for event detection\n",
    "    \"\"\"\n",
    "    # Initialize rolling buffer for F values\n",
    "    F_buffer = deque(maxlen=window_size)\n",
    "    \n",
    "    while True:\n",
    "        # Get frame from queue\n",
    "        frame = frame_queue.get()\n",
    "        \n",
    "        # Check for stop signal\n",
    "        if frame is None:\n",
    "            print(\"Analysis worker received stop signal\")\n",
    "            break\n",
    "            \n",
    "        try:\n",
    "            # Calculate mean intensity\n",
    "            current_F = np.mean(frame)\n",
    "            \n",
    "            # Add to buffer\n",
    "            F_buffer.append(current_F)\n",
    "            \n",
    "            # Calculate dF/F if buffer has enough frames\n",
    "            if len(F_buffer) >= window_size:\n",
    "                dff = calculate_dff(current_F, F_buffer)\n",
    "                \n",
    "                # Event detection\n",
    "                if dff > event_threshold:\n",
    "                    print(f\"Event detected! dF/F = {dff:.3f}\")\n",
    "                    trigger_queue.put(True)  # Request NIDAQ pulse\n",
    "                    \n",
    "        except Exception as e:\n",
    "            print(f\"Error in analysis worker: {e}\")\n",
    "\n",
    "def live_screen_record_with_analysis(fov, window_size=20, event_threshold=0.2, \n",
    "                                   card_id='Dev1', port_line='port1/line0',\n",
    "                                   display_live=True):\n",
    "    \"\"\"\n",
    "    Record screen with real-time analysis and NIDAQ output\n",
    "    \"\"\"\n",
    "    global live\n",
    "    live = True\n",
    "    frames = []\n",
    "    \n",
    "    # Initialize queues\n",
    "    frame_queue = Queue()    # For sending frames to analysis\n",
    "    trigger_queue = Queue()  # For sending triggers to NIDAQ\n",
    "    \n",
    "    # Start NIDAQ worker thread\n",
    "    nidaq_thread = threading.Thread(\n",
    "        target=nidaq_worker, \n",
    "        args=(trigger_queue, card_id, port_line)\n",
    "    )\n",
    "    nidaq_thread.start()\n",
    "    \n",
    "    # Start analysis worker thread\n",
    "    analysis_thread = threading.Thread(\n",
    "        target=analysis_worker,\n",
    "        args=(frame_queue, trigger_queue, window_size, event_threshold)\n",
    "    )\n",
    "    analysis_thread.start()\n",
    "    \n",
    "    # Start keyboard monitoring thread\n",
    "    key_thread = threading.Thread(target=key_monitor)\n",
    "    key_thread.daemon = True\n",
    "    key_thread.start()\n",
    "    \n",
    "    try:\n",
    "        while live:\n",
    "            # Capture frame\n",
    "            img = pyautogui.screenshot(region=(\n",
    "                fov['x'], fov['y'], fov['width'], fov['height']\n",
    "            ))\n",
    "            np_img = cv2.cvtColor(np.array(img), cv2.COLOR_RGB2GRAY)\n",
    "            \n",
    "            # Send frame to analysis thread\n",
    "            frame_queue.put(np_img)\n",
    "            \n",
    "            if display_live:\n",
    "                cv2.imshow('Screen Recording', np_img)\n",
    "                cv2.waitKey(1)\n",
    "            \n",
    "            frames.append(np_img)\n",
    "            \n",
    "    except Exception as e:\n",
    "        print(f\"Error in recording: {e}\")\n",
    "        \n",
    "    finally:\n",
    "        # Cleanup\n",
    "        cv2.destroyAllWindows()\n",
    "        \n",
    "        # Stop worker threads\n",
    "        frame_queue.put(None)    # Stop analysis thread\n",
    "        trigger_queue.put(None)  # Stop NIDAQ thread\n",
    "        \n",
    "        analysis_thread.join()\n",
    "        nidaq_thread.join()\n",
    "        \n",
    "        print(\"Recording stopped, workers cleaned up\")\n",
    "        \n",
    "        return frames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "NIDAQ task created on Dev1/port1/line0\n",
      "Event detected! dF/F = 0.731\n",
      "Event detected! dF/F = 0.620\n",
      "Event detected! dF/F = 0.425\n",
      "Event detected! dF/F = 0.272\n",
      "Event detected! dF/F = 0.230\n",
      "Event detected! dF/F = 0.206\n",
      "Event detected! dF/F = 0.343\n",
      "Event detected! dF/F = 0.251\n",
      "Event detected! dF/F = 0.293\n",
      "Event detected! dF/F = 0.948\n",
      "Event detected! dF/F = 0.981\n",
      "Event detected! dF/F = 0.521\n",
      "Event detected! dF/F = 0.428\n",
      "Event detected! dF/F = 0.529\n",
      "Event detected! dF/F = 0.376\n",
      "Event detected! dF/F = 0.284\n",
      "Event detected! dF/F = 0.296\n",
      "Event detected! dF/F = 0.289\n",
      "Event detected! dF/F = 0.248\n",
      "Event detected! dF/F = 0.227\n",
      "Event detected! dF/F = 0.276\n",
      "Event detected! dF/F = 0.726\n",
      "Event detected! dF/F = 0.979\n",
      "Event detected! dF/F = 0.918\n",
      "Event detected! dF/F = 0.842\n",
      "Event detected! dF/F = 0.742\n",
      "Event detected! dF/F = 0.652\n",
      "Event detected! dF/F = 0.519\n",
      "Event detected! dF/F = 0.511\n",
      "Event detected! dF/F = 0.460\n",
      "Event detected! dF/F = 0.239\n",
      "Event detected! dF/F = 0.330\n",
      "Event detected! dF/F = 0.259\n",
      "Event detected! dF/F = 0.217\n",
      "Event detected! dF/F = 0.225\n",
      "Event detected! dF/F = 0.284\n",
      "Event detected! dF/F = 0.487\n",
      "Event detected! dF/F = 0.839\n",
      "Event detected! dF/F = 0.835\n",
      "Event detected! dF/F = 0.630\n",
      "Event detected! dF/F = 0.531\n",
      "Event detected! dF/F = 0.378\n",
      "Event detected! dF/F = 0.337\n",
      "Event detected! dF/F = 0.208\n",
      "Event detected! dF/F = 0.232\n",
      "Event detected! dF/F = 0.322\n",
      "Event detected! dF/F = 0.296\n",
      "Event detected! dF/F = 0.211\n",
      "Event detected! dF/F = 0.366\n",
      "Event detected! dF/F = 0.794\n",
      "Event detected! dF/F = 1.050\n",
      "Event detected! dF/F = 0.919\n",
      "Event detected! dF/F = 1.011\n",
      "Event detected! dF/F = 0.855\n",
      "Event detected! dF/F = 0.717\n",
      "Event detected! dF/F = 0.539\n",
      "Event detected! dF/F = 0.427\n",
      "Event detected! dF/F = 0.279\n",
      "Event detected! dF/F = 0.238\n",
      "Event detected! dF/F = 0.337\n",
      "Event detected! dF/F = 0.243\n",
      "Event detected! dF/F = 0.256\n",
      "Event detected! dF/F = 0.236\n",
      "Event detected! dF/F = 0.278\n",
      "Event detected! dF/F = 0.926\n",
      "Event detected! dF/F = 0.975\n",
      "Event detected! dF/F = 0.846\n",
      "Event detected! dF/F = 0.547\n",
      "Event detected! dF/F = 0.336\n",
      "Event detected! dF/F = 0.445\n",
      "Event detected! dF/F = 0.340\n",
      "Event detected! dF/F = 0.267\n",
      "Event detected! dF/F = 0.259\n",
      "Event detected! dF/F = 0.253\n",
      "Event detected! dF/F = 0.253\n",
      "Event detected! dF/F = 0.229\n",
      "Event detected! dF/F = 0.313\n",
      "Event detected! dF/F = 0.299\n",
      "Event detected! dF/F = 0.971\n",
      "Event detected! dF/F = 0.895\n",
      "Event detected! dF/F = 0.928\n",
      "Event detected! dF/F = 0.846\n",
      "Event detected! dF/F = 0.737\n",
      "Event detected! dF/F = 0.668\n",
      "Event detected! dF/F = 0.519\n",
      "Event detected! dF/F = 0.505\n",
      "Event detected! dF/F = 0.447\n",
      "Event detected! dF/F = 0.224\n",
      "Event detected! dF/F = 0.350\n",
      "Event detected! dF/F = 0.279\n",
      "Event detected! dF/F = 0.218\n",
      "Event detected! dF/F = 0.877\n",
      "Event detected! dF/F = 0.864\n",
      "Event detected! dF/F = 0.657\n",
      "Event detected! dF/F = 0.559\n",
      "Event detected! dF/F = 0.402\n",
      "Event detected! dF/F = 0.362\n",
      "Event detected! dF/F = 0.212\n",
      "Event detected! dF/F = 0.229\n",
      "Event detected! dF/F = 0.326\n",
      "Event detected! dF/F = 0.296\n",
      "Event detected! dF/F = 0.339\n",
      "Event detected! dF/F = 0.758\n",
      "Event detected! dF/F = 0.928\n",
      "Event detected! dF/F = 0.897\n",
      "Event detected! dF/F = 0.931\n",
      "Event detected! dF/F = 0.879\n",
      "Event detected! dF/F = 0.726\n",
      "Event detected! dF/F = 0.615\n",
      "Event detected! dF/F = 0.421\n",
      "Event detected! dF/F = 0.321\n",
      "Event detected! dF/F = 0.226\n",
      "Event detected! dF/F = 0.245\n",
      "Event detected! dF/F = 0.344\n",
      "Event detected! dF/F = 0.269\n",
      "Event detected! dF/F = 0.248\n",
      "Event detected! dF/F = 0.227\n",
      "Event detected! dF/F = 0.268\n",
      "Event detected! dF/F = 0.910\n",
      "Event detected! dF/F = 0.945\n",
      "Event detected! dF/F = 0.749\n",
      "Event detected! dF/F = 0.429\n",
      "Event detected! dF/F = 0.354\n",
      "Event detected! dF/F = 0.459\n",
      "Event detected! dF/F = 0.363\n",
      "Event detected! dF/F = 0.312\n",
      "Event detected! dF/F = 0.241\n",
      "Event detected! dF/F = 0.269\n",
      "Event detected! dF/F = 0.299\n",
      "Event detected! dF/F = 0.229\n",
      "Event detected! dF/F = 0.202\n",
      "Event detected! dF/F = 0.261\n",
      "Event detected! dF/F = 0.712\n",
      "Event detected! dF/F = 0.974\n",
      "Event detected! dF/F = 0.914\n",
      "Event detected! dF/F = 0.832\n",
      "Event detected! dF/F = 0.742\n",
      "Event detected! dF/F = 0.653\n",
      "Event detected! dF/F = 0.574\n",
      "Event detected! dF/F = 0.505\n",
      "Event detected! dF/F = 0.333\n",
      "Event detected! dF/F = 0.212\n",
      "Event detected! dF/F = 0.326\n",
      "Event detected! dF/F = 0.325\n",
      "Event detected! dF/F = 0.252\n",
      "Event detected! dF/F = 0.225\n",
      "Event detected! dF/F = 0.282\n",
      "Event detected! dF/F = 0.903\n",
      "Event detected! dF/F = 0.889\n",
      "Event detected! dF/F = 0.668\n",
      "Event detected! dF/F = 0.498\n",
      "Event detected! dF/F = 0.511\n",
      "Event detected! dF/F = 0.353\n",
      "Event detected! dF/F = 0.258\n",
      "Event detected! dF/F = 0.288\n",
      "Event detected! dF/F = 0.326\n",
      "Event detected! dF/F = 0.302\n",
      "Event detected! dF/F = 0.254\n",
      "Event detected! dF/F = 0.258\n",
      "Event detected! dF/F = 0.340\n",
      "Event detected! dF/F = 0.448\n",
      "Event detected! dF/F = 0.707\n",
      "Event detected! dF/F = 0.961\n",
      "Event detected! dF/F = 0.854\n",
      "Event detected! dF/F = 0.902\n",
      "Event detected! dF/F = 0.867\n",
      "Event detected! dF/F = 0.713\n",
      "Event detected! dF/F = 0.593\n",
      "Event detected! dF/F = 0.397\n",
      "Event detected! dF/F = 0.296\n",
      "Event detected! dF/F = 0.202\n",
      "Event detected! dF/F = 0.418\n",
      "Event detected! dF/F = 0.281\n",
      "Event detected! dF/F = 0.246\n",
      "Event detected! dF/F = 0.225\n",
      "Event detected! dF/F = 0.266\n",
      "Event detected! dF/F = 0.907\n",
      "Event detected! dF/F = 0.955\n",
      "Event detected! dF/F = 0.828\n",
      "Event detected! dF/F = 0.543\n",
      "Event detected! dF/F = 0.372\n",
      "Event detected! dF/F = 0.438\n",
      "Event detected! dF/F = 0.344\n",
      "Event detected! dF/F = 0.260\n",
      "Event detected! dF/F = 0.291\n",
      "Event detected! dF/F = 0.323\n",
      "Event detected! dF/F = 0.214\n",
      "Event detected! dF/F = 0.285\n",
      "Event detected! dF/F = 0.729\n",
      "Event detected! dF/F = 0.992\n",
      "Event detected! dF/F = 0.815\n",
      "Event detected! dF/F = 0.850\n",
      "Event detected! dF/F = 0.754\n",
      "Event detected! dF/F = 0.674\n",
      "Event detected! dF/F = 0.535\n",
      "Event detected! dF/F = 0.527\n",
      "Event detected! dF/F = 0.345\n",
      "Event detected! dF/F = 0.223\n",
      "Event detected! dF/F = 0.348\n",
      "Event detected! dF/F = 0.270\n",
      "Event detected! dF/F = 0.222\n",
      "Event detected! dF/F = 0.230\n",
      "Event detected! dF/F = 0.287\n",
      "Event detected! dF/F = 0.842\n",
      "Event detected! dF/F = 0.831\n",
      "Event detected! dF/F = 0.636\n",
      "Event detected! dF/F = 0.482\n",
      "Event detected! dF/F = 0.508\n",
      "Event detected! dF/F = 0.357\n",
      "Event detected! dF/F = 0.266\n",
      "Event detected! dF/F = 0.208\n",
      "Event detected! dF/F = 0.260\n",
      "Event detected! dF/F = 0.319\n",
      "Event detected! dF/F = 0.262\n",
      "Event detected! dF/F = 0.201\n",
      "Event detected! dF/F = 0.823\n",
      "Event detected! dF/F = 0.739\n",
      "Event detected! dF/F = 0.996\n",
      "Event detected! dF/F = 0.885\n",
      "Event detected! dF/F = 0.912\n",
      "Event detected! dF/F = 0.893\n",
      "Event detected! dF/F = 0.761\n",
      "Event detected! dF/F = 0.635\n",
      "Event detected! dF/F = 0.520\n",
      "Event detected! dF/F = 0.336\n",
      "Event detected! dF/F = 0.242\n",
      "Event detected! dF/F = 0.232\n",
      "Event detected! dF/F = 0.330\n",
      "Event detected! dF/F = 0.342\n",
      "Event detected! dF/F = 0.296\n",
      "Event detected! dF/F = 0.953\n",
      "Event detected! dF/F = 1.002\n",
      "Event detected! dF/F = 0.871\n",
      "Event detected! dF/F = 0.687\n",
      "Event detected! dF/F = 0.372\n",
      "Event detected! dF/F = 0.298\n",
      "Event detected! dF/F = 0.406\n",
      "Event detected! dF/F = 0.268\n",
      "Event detected! dF/F = 0.286\n",
      "Event detected! dF/F = 0.285\n",
      "Event detected! dF/F = 0.244\n",
      "Event detected! dF/F = 0.222\n",
      "Event detected! dF/F = 0.318\n",
      "Event detected! dF/F = 0.999\n",
      "Event detected! dF/F = 1.013\n",
      "Event detected! dF/F = 0.953\n",
      "Event detected! dF/F = 0.856\n",
      "Event detected! dF/F = 0.760\n",
      "Event detected! dF/F = 0.680\n",
      "Event detected! dF/F = 0.537\n",
      "Event detected! dF/F = 0.520\n",
      "Event detected! dF/F = 0.464\n",
      "Event detected! dF/F = 0.238\n",
      "Event detected! dF/F = 0.346\n",
      "Event detected! dF/F = 0.276\n",
      "Event detected! dF/F = 0.228\n",
      "Event detected! dF/F = 0.209\n",
      "Event detected! dF/F = 0.872\n",
      "Event detected! dF/F = 0.860\n",
      "Event detected! dF/F = 0.656\n",
      "Event detected! dF/F = 0.561\n",
      "Event detected! dF/F = 0.403\n",
      "Event detected! dF/F = 0.309\n",
      "Event detected! dF/F = 0.204\n",
      "Event detected! dF/F = 0.229\n",
      "Event detected! dF/F = 0.334\n",
      "Event detected! dF/F = 0.276\n",
      "Event detected! dF/F = 0.208\n",
      "Event detected! dF/F = 0.204\n",
      "Event detected! dF/F = 0.359\n",
      "Event detected! dF/F = 0.784\n",
      "Event detected! dF/F = 0.953\n",
      "Event detected! dF/F = 0.918\n",
      "Event detected! dF/F = 0.812\n",
      "Event detected! dF/F = 0.917\n",
      "Event detected! dF/F = 0.767\n",
      "Event detected! dF/F = 0.651\n",
      "Event detected! dF/F = 0.481\n",
      "Event detected! dF/F = 0.317\n",
      "Event detected! dF/F = 0.221\n",
      "Event detected! dF/F = 0.375\n",
      "Event detected! dF/F = 0.236\n",
      "Event detected! dF/F = 0.239\n",
      "Event detected! dF/F = 0.281\n",
      "Event detected! dF/F = 0.931\n",
      "Event detected! dF/F = 0.962\n",
      "Event detected! dF/F = 0.767\n",
      "Event detected! dF/F = 0.434\n",
      "Event detected! dF/F = 0.355\n",
      "Event detected! dF/F = 0.466\n",
      "Event detected! dF/F = 0.356\n",
      "Event detected! dF/F = 0.282\n",
      "Event detected! dF/F = 0.284\n",
      "Event detected! dF/F = 0.273\n",
      "Event detected! dF/F = 0.310\n",
      "Event detected! dF/F = 0.208\n",
      "Event detected! dF/F = 0.297\n",
      "Event detected! dF/F = 0.745\n",
      "Event detected! dF/F = 1.000\n",
      "Event detected! dF/F = 0.823\n",
      "Event detected! dF/F = 0.875\n",
      "Event detected! dF/F = 0.767\n",
      "Event detected! dF/F = 0.687\n",
      "Event detected! dF/F = 0.543\n",
      "Event detected! dF/F = 0.533\n",
      "Event detected! dF/F = 0.351\n",
      "Event detected! dF/F = 0.257\n",
      "Event detected! dF/F = 0.352\n",
      "Event detected! dF/F = 0.280\n",
      "Event detected! dF/F = 0.218\n",
      "Event detected! dF/F = 0.226\n",
      "Event detected! dF/F = 0.207\n",
      "Event detected! dF/F = 0.909\n",
      "Event detected! dF/F = 0.895\n",
      "Event detected! dF/F = 0.680\n",
      "Event detected! dF/F = 0.507\n",
      "Event detected! dF/F = 0.482\n",
      "Event detected! dF/F = 0.312\n",
      "Event detected! dF/F = 0.205\n",
      "Event detected! dF/F = 0.228\n",
      "Event detected! dF/F = 0.323\n",
      "Event detected! dF/F = 0.300\n",
      "Event detected! dF/F = 0.342\n",
      "Event detected! dF/F = 0.763\n",
      "Event detected! dF/F = 0.934\n",
      "Event detected! dF/F = 0.900\n",
      "Event detected! dF/F = 0.933\n",
      "Event detected! dF/F = 0.881\n",
      "Event detected! dF/F = 0.770\n",
      "Event detected! dF/F = 0.654\n",
      "Event detected! dF/F = 0.477\n",
      "Event detected! dF/F = 0.362\n",
      "Event detected! dF/F = 0.266\n",
      "Event detected! dF/F = 0.250\n",
      "Event detected! dF/F = 0.345\n",
      "Event detected! dF/F = 0.258\n",
      "Event detected! dF/F = 0.320\n",
      "Event detected! dF/F = 0.275\n",
      "Event detected! dF/F = 0.921\n",
      "Event detected! dF/F = 0.970\n",
      "Event detected! dF/F = 0.843\n",
      "Event detected! dF/F = 0.546\n",
      "Event detected! dF/F = 0.362\n",
      "Event detected! dF/F = 0.431\n",
      "Event detected! dF/F = 0.384\n",
      "Event detected! dF/F = 0.284\n",
      "Event detected! dF/F = 0.216\n",
      "Event detected! dF/F = 0.272\n",
      "Event detected! dF/F = 0.281\n",
      "Event detected! dF/F = 0.334\n",
      "Event detected! dF/F = 0.241\n",
      "Event detected! dF/F = 0.225\n",
      "Event detected! dF/F = 0.266\n",
      "Event detected! dF/F = 0.930\n",
      "Event detected! dF/F = 0.942\n",
      "Event detected! dF/F = 0.884\n",
      "Event detected! dF/F = 0.801\n",
      "Event detected! dF/F = 0.710\n",
      "Event detected! dF/F = 0.635\n",
      "Event detected! dF/F = 0.504\n",
      "Event detected! dF/F = 0.499\n",
      "Event detected! dF/F = 0.274\n",
      "Event detected! dF/F = 0.208\n",
      "Event detected! dF/F = 0.339\n",
      "Event detected! dF/F = 0.332\n",
      "Event detected! dF/F = 0.255\n",
      "Event detected! dF/F = 0.203\n",
      "Event detected! dF/F = 0.256\n",
      "Event detected! dF/F = 0.924\n",
      "Event detected! dF/F = 0.756\n",
      "Event detected! dF/F = 0.688\n",
      "Event detected! dF/F = 0.578\n",
      "Event detected! dF/F = 0.411\n",
      "Event detected! dF/F = 0.310\n",
      "Event detected! dF/F = 0.268\n",
      "Event detected! dF/F = 0.334\n",
      "Event detected! dF/F = 0.311\n",
      "Event detected! dF/F = 0.207\n",
      "Event detected! dF/F = 0.205\n",
      "Event detected! dF/F = 0.360\n",
      "Event detected! dF/F = 0.786\n",
      "Event detected! dF/F = 1.042\n",
      "Event detected! dF/F = 0.912\n",
      "Event detected! dF/F = 0.945\n",
      "Event detected! dF/F = 0.909\n",
      "Event detected! dF/F = 0.778\n",
      "Event detected! dF/F = 0.661\n",
      "Event detected! dF/F = 0.483\n",
      "Event detected! dF/F = 0.365\n",
      "Event detected! dF/F = 0.218\n",
      "Event detected! dF/F = 0.241\n",
      "Event detected! dF/F = 0.317\n",
      "Event detected! dF/F = 0.244\n",
      "Event detected! dF/F = 0.248\n",
      "Event detected! dF/F = 0.309\n",
      "Event detected! dF/F = 0.946\n",
      "Event detected! dF/F = 0.995\n",
      "Event detected! dF/F = 0.865\n",
      "Event detected! dF/F = 0.563\n",
      "Event detected! dF/F = 0.379\n",
      "Event detected! dF/F = 0.446\n",
      "Event detected! dF/F = 0.353\n",
      "Event detected! dF/F = 0.270\n",
      "Event detected! dF/F = 0.297\n",
      "Event detected! dF/F = 0.289\n",
      "Event detected! dF/F = 0.320\n",
      "Analysis worker received stop signalNIDAQ worker received stop signal\n",
      "\n",
      "Recording stopped, workers cleaned up\n"
     ]
    }
   ],
   "source": [
    "# Get FOV\n",
    "filename, save_directory, data_filepath = get_save_info()\n",
    "fov = get_fov(save_dir=save_directory, filename=filename)\n",
    "\n",
    "# Start recording with analysis\n",
    "frames = live_screen_record_with_analysis(\n",
    "    fov,\n",
    "    window_size=20,          # Adjust based on your needs\n",
    "    event_threshold=0.2,     # Adjust based on your needs\n",
    "    card_id='Dev1',\n",
    "    port_line='port1/line0',\n",
    "    display_live=True\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### test nidaq here :p"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "okay putting nidaqmx into a thread seems to work, now we need to integrate with live screen recording. probably we need another global variable to track event_state\n",
    "\n",
    "such that if event:\n",
    "    trigger_queue.put(True)\n",
    "    to trigger the solenoid to open! "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "from queue import Queue"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 70,
   "metadata": {},
   "outputs": [],
   "source": [
    "def nidaq_worker(trigger_queue, card_id='Dev1', port_line='port1/line0', pulse_duration=0.100):\n",
    "    \"\"\"\n",
    "    Worker thread for handling NIDAQ digital output\n",
    "    \"\"\"\n",
    "    with nidaqmx.Task() as task:\n",
    "        task.do_channels.add_do_chan(f\"{card_id}/{port_line}\")\n",
    "        print(f\"NIDAQ task created on {card_id}/{port_line}\")\n",
    "        \n",
    "        while True:\n",
    "            # Block here until a message is received\n",
    "            trigger = trigger_queue.get()\n",
    "            \n",
    "            # Exit condition: if None is received\n",
    "            if trigger is None:\n",
    "                print(\"NIDAQ worker received stop signal\")\n",
    "                break\n",
    "            \n",
    "            try:\n",
    "                # Create pulse: True for 1ms, then False\n",
    "                task.write(True)\n",
    "                time.sleep(pulse_duration)  # 1ms pulse\n",
    "                task.write(False)\n",
    "            except Exception as e:\n",
    "                print(f\"Error in NIDAQ worker: {e}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {},
   "outputs": [],
   "source": [
    "def test_nidaq_thread(card_id='Dev1', port_line='port1/line0', n_pulses=5, pulse_duration = 0.100, interval=0.5):\n",
    "    \"\"\"\n",
    "    Test NIDAQ output with queue communication\n",
    "    \"\"\"\n",
    "    # Initialize queue\n",
    "    trigger_queue = Queue()\n",
    "    \n",
    "    # Start worker thread\n",
    "    nidaq_thread = threading.Thread(\n",
    "        target=nidaq_worker, \n",
    "        args=(trigger_queue, card_id, port_line, pulse_duration)\n",
    "    )\n",
    "    nidaq_thread.start()\n",
    "    \n",
    "    try:\n",
    "        # Send test pulses through queue\n",
    "        for i in range(n_pulses):\n",
    "            print(f\"Pulse {i+1}/{n_pulses}\")\n",
    "            trigger_queue.put(True)  # Request pulse\n",
    "            time.sleep(interval)\n",
    "    finally:\n",
    "        # Stop worker thread\n",
    "        trigger_queue.put(None)  # Send stop signal\n",
    "        nidaq_thread.join()      # Wait for thread to finish"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 75,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Pulse 1/5\n",
      "NIDAQ task created on Dev1/port1/line0\n",
      "Pulse 2/5\n",
      "Pulse 3/5\n",
      "Pulse 4/5\n",
      "Pulse 5/5\n",
      "NIDAQ worker received stop signal\n"
     ]
    }
   ],
   "source": [
    " test_nidaq_thread(card_id='Dev1', port_line='port1/line0', n_pulses=5, pulse_duration = 0.005, interval=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def send_digital_output(card_id='Dev1', port_line='port0/line0', signal_pattern=[True, False], signal_duration=1):\n",
    "    \"\"\"\n",
    "    Sends a digital output signal to a specified pin on the NI DAQ.\n",
    "\n",
    "    Args:\n",
    "        card_id (str): The ID of the NI DAQ device (e.g., 'Dev1').\n",
    "        port_line (str): The digital output line to control (e.g., 'port0/line0').\n",
    "        signal_pattern (list): List of signal states (e.g., [1, 0]) to send.\n",
    "        signal_duration (float): Duration (in seconds) for each state in the pattern.\n",
    "    \"\"\"\n",
    "    try:\n",
    "        # Create a task for digital output\n",
    "        with nidaqmx.Task() as task:\n",
    "            # Add the specified digital output channel\n",
    "            task.do_channels.add_do_chan(f\"{card_id}/{port_line}\")\n",
    "\n",
    "            print(f\"Sending digital output to {card_id}/{port_line}...\")\n",
    "\n",
    "            # Send the signal pattern\n",
    "            while True:\n",
    "                for state in signal_pattern:\n",
    "                    task.write(state)  # Write the digital state (1 for HIGH, 0 for LOW)\n",
    "                    print(f\"Set {port_line} to {'HIGH' if state else 'LOW'}\")\n",
    "                    time.sleep(signal_duration)  # Hold the state for the specified duration\n",
    "\n",
    "            print(\"Digital output complete.\")\n",
    "\n",
    "    except Exception as e:\n",
    "        print(f\"Error sending digital output: {e}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "send_digital_output(card_id='Dev1', port_line='port1/line0', signal_pattern=[True, False], signal_duration=0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Code to prompt user for filename and directory to save"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#prompt user for filename\n",
    "filename = input(\"Enter filename: \")\n",
    "#open window to choose directory \n",
    "root = Tk()\n",
    "root.withdraw()  # Hide the main tkinter window\n",
    "save_directory = askdirectory(title=\"Select Directory to Save screenshot\")\n",
    "data_filename = f\"{filename}_{datetime.now().strftime('%Y%m%d_%H%M%S')}.txt\"\n",
    "data_filepath = os.path.join(save_directory, data_filename)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_save_info():\n",
    "    \"\"\"\n",
    "    Prompts user for filename and directory selection.\n",
    "    Returns:\n",
    "        tuple: (filename, save_directory, data_filepath) where\n",
    "            - filename: raw filename entered by user\n",
    "            - save_directory: full path to selected directory\n",
    "            - data_filepath: complete filepath including timestamp\n",
    "    \"\"\"\n",
    "    # Prompt user for filename\n",
    "    filename = input(\"Enter filename: \")\n",
    "    \n",
    "    # Open window to choose directory \n",
    "    root = Tk()\n",
    "    root.withdraw()  # Hide the main tkinter window\n",
    "    save_directory = askdirectory(title=\"Select Directory to Save\")\n",
    "    \n",
    "    # Create timestamped filename\n",
    "    data_filename = f\"{filename}_{datetime.now().strftime('%Y%m%d_%H%M%S')}\"\n",
    "    data_filepath = os.path.join(save_directory, data_filename)\n",
    "    \n",
    "    return filename, save_directory, data_filepath"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "filename, save_directory, data_filepath = get_save_info()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Code to find the dropbox folder and path on any computer!\n",
    "subfolder is written specifically to find snapshot_env"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_dropbox_folder():\n",
    "    '''returns the parent dropbox folder, should be os (mac/windows/linux) independent\n",
    "    may need to remove (MIT), not sure if other computers have diff name for dropbox folder'''\n",
    "    home_dir = os.path.expanduser(\"~\")\n",
    "    dropbox_folder = os.path.join(home_dir, \"Dropbox (MIT)\")\n",
    "    return dropbox_folder"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Dropbox subfolder path: C:\\Users\\emma_odom\\Dropbox (MIT)\\Emma/Behavior_Code_Emma/snapshot_env\n"
     ]
    }
   ],
   "source": [
    "def get_dropbox_subfolder(subfolder_name):\n",
    "    home_dir = os.path.expanduser(\"~\")\n",
    "    dropbox_folder = os.path.join(home_dir, \"Dropbox (MIT)\")\n",
    "    subfolder_path = os.path.join(dropbox_folder, subfolder_name)\n",
    "    return subfolder_path\n",
    "\n",
    "subfolder_name = \"Emma/Behavior_Code_Emma/snapshot_env\"\n",
    "snapshot_dir = get_dropbox_subfolder(subfolder_name)\n",
    "print(f\"Dropbox subfolder path: {snapshot_dir}\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Func to get pixel location, and crop a reference image used to locate fov on screen."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_pixel_location():\n",
    "    \"\"\"gets current pixel location of mouse on screen\"\"\"\n",
    "    input(\"Move cursor to desired position, press enter\")\n",
    "    x, y = pyautogui.position()\n",
    "    print(f\"Pixel location: ({x}, {y})\")\n",
    "    return x, y"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_fov(save_dir,filename='fov'):\n",
    "    \"\"\"pyautogui.position() gets current pixel location of mouse on screen\n",
    "    user marks corners of desired field of view (fov) for screen recording\"\"\"\n",
    "    \n",
    "    input(\"Move cursor to TOP LEFT, press ENTER\")\n",
    "    # Move cursor to top left of fov\n",
    "    x_tL, y_tL = pyautogui.position()\n",
    "    \n",
    "    input(\"Move cursor to BOTTOM RIGHT, press ENTER\")\n",
    "    # Move cursor to bottom right of fov\n",
    "    x_bR, y_bR = pyautogui.position()\n",
    "\n",
    "    # Get params for cropping\n",
    "    width = x_bR - x_tL\n",
    "    height = y_bR - y_tL\n",
    "\n",
    "    # Crop\n",
    "    fov = pyautogui.screenshot(region=(x_tL, y_tL, width, height))\n",
    "    \n",
    "    # Save, png required to use locateOnScreen\n",
    "    fov = fov.convert('RGB')\n",
    "    save_path = os.path.join(save_dir, f\"{filename}.png\")\n",
    "    fov.save(save_path)\n",
    "\n",
    "    # Display the cropped image\n",
    "    fov.show()\n",
    "\n",
    "    return {'x': x_tL, 'y': y_tL, 'width': width, 'height': height}\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### integrate live dff "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "okay this one pseudo works but we'll need to come back and implement threading"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def live_screen_record_with_events(fov, window_size=20, event_threshold=0.2, \n",
    "                                 display_live=True, save_frames=False, save_dir=False):\n",
    "    \"\"\"\n",
    "    Record screen and perform real-time event detection with NIDAQ output\n",
    "    \n",
    "    Args:\n",
    "        fov (dict): Dictionary containing x, y, width, height of recording region\n",
    "        window_size (int): Size of rolling window for dF/F calculation\n",
    "        event_threshold (float): Threshold for event detection\n",
    "        display_live (bool): Whether to show live preview\n",
    "        save_frames (bool): Whether to save the frames\n",
    "        save_dir (str): Directory to save frames if save_frames is True\n",
    "    \"\"\"\n",
    "    global live\n",
    "    live = True\n",
    "    frames = []\n",
    "    \n",
    "    # Initialize rolling window buffer for F values\n",
    "    F_buffer = deque(maxlen=window_size)\n",
    "    \n",
    "    # Setup NIDAQ\n",
    "    try:\n",
    "        card = {\n",
    "            'trigger_mode': 'out',\n",
    "            'id': 'Dev1',\n",
    "            'name': 'nidaq'\n",
    "        }\n",
    "        card['dio'] = nidaqmx.Task()\n",
    "        card['dio'].do_channels.add_do_chan(\n",
    "            'Dev1/port0/line1',\n",
    "            line_grouping=LineGrouping.CHAN_PER_LINE\n",
    "        )\n",
    "        nidaq_available = True\n",
    "    except Exception as e:\n",
    "        print(f\"NIDAQ setup failed: {e}\")\n",
    "        nidaq_available = False\n",
    "\n",
    "    # Create and start the keyboard monitoring thread\n",
    "    key_thread = threading.Thread(target=key_monitor)\n",
    "    key_thread.daemon = True\n",
    "    key_thread.start()\n",
    "\n",
    "    try:\n",
    "        # Main screen recording loop\n",
    "        while live:\n",
    "            # Capture frame and convert to grayscale\n",
    "            img = pyautogui.screenshot(region=(fov['x'], fov['y'], fov['width'], fov['height']))\n",
    "            np_img = cv2.cvtColor(np.array(img), cv2.COLOR_RGB2GRAY)\n",
    "            \n",
    "            # Calculate current F value\n",
    "            current_F = np.mean(np_img)\n",
    "            F_buffer.append(current_F)\n",
    "            \n",
    "            # Calculate dF/F if we have enough frames\n",
    "            if len(F_buffer) == window_size:\n",
    "                F0 = np.mean(list(F_buffer)[:-1])  # Baseline from previous frames\n",
    "                dff = (current_F - F0) / F0 if F0 != 0 else 0\n",
    "                \n",
    "                # Event detection\n",
    "                if dff > event_threshold:\n",
    "                    print(f\"Event detected! dF/F = {dff:.3f}\")\n",
    "                    \n",
    "                    # Send NIDAQ trigger\n",
    "                    if nidaq_available:\n",
    "                        try:\n",
    "                            # Send trigger pulse\n",
    "                            card['dio'].write([True], auto_start=True)\n",
    "                            time.sleep(0.001)  # 1ms pulse\n",
    "                            card['dio'].write([False], auto_start=True)\n",
    "                        except Exception as e:\n",
    "                            print(f\"NIDAQ trigger failed: {e}\")\n",
    "                \n",
    "                # Display frame with dF/F value\n",
    "                if display_live:\n",
    "                    display_img = np_img.copy()\n",
    "                    cv2.putText(display_img, f'dF/F: {dff:.3f}', (10, 30), \n",
    "                              cv2.FONT_HERSHEY_SIMPLEX, 1, (255), 2)\n",
    "                    cv2.imshow('Screen Recording', display_img)\n",
    "                    cv2.waitKey(1)\n",
    "            \n",
    "            if save_frames:\n",
    "                frames.append(np_img)\n",
    "\n",
    "    except Exception as e:\n",
    "        print(f\"Error during recording: {e}\")\n",
    "    \n",
    "    finally:\n",
    "        # Cleanup\n",
    "        cv2.destroyAllWindows()\n",
    "        if nidaq_available:\n",
    "            card['dio'].close()\n",
    "        \n",
    "        if save_frames and save_dir:\n",
    "            frames_array = np.array(frames)\n",
    "            save_path = os.path.join(save_dir, \n",
    "                                   f\"recording_{datetime.now().strftime('%Y%m%d_%H%M%S')}.npy\")\n",
    "            np.save(save_path, frames_array)\n",
    "            print(f\"Recording saved to: {save_path}\")\n",
    "        \n",
    "        return frames if save_frames else None\n",
    "\n",
    "# Usage example:\n",
    "if __name__ == \"__main__\":\n",
    "    # Get filename and directory\n",
    "    filename, save_directory, data_filepath = get_save_info()\n",
    "    \n",
    "    # Get FOV\n",
    "    fov = get_fov(save_dir=save_directory, filename=filename)\n",
    "    \n",
    "    # Start recording with event detection\n",
    "    frames = live_screen_record_with_events(\n",
    "        fov,\n",
    "        window_size=20,          # Adjust based on your testing\n",
    "        event_threshold=0.2,     # Adjust based on your testing\n",
    "        display_live=True,\n",
    "        save_frames=True,\n",
    "        save_dir=save_directory\n",
    "    )"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### some checking cells"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Pixel location: (945, 270)\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "(945, 270)"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_pixel_location()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "fov = get_fov(save_dir = snapshot_dir)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1419"
      ]
     },
     "execution_count": 58,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "fov['x']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=205x200>"
      ]
     },
     "execution_count": 59,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pyautogui.screenshot(region=(fov['x'],fov['y'],fov['width'],fov['height']))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 101,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting pynput test...\n",
      "Press 'q' to quit\n",
      "Key pressed: f\n",
      "Key pressed: f\n",
      "Key pressed: e\n",
      "Key pressed: q\n",
      "Test completed\n"
     ]
    }
   ],
   "source": [
    "#okay this shwos that the keyboard listener works\n",
    "def test_pynput():\n",
    "    \"\"\"\n",
    "    Test if pynput keyboard listener is working.\n",
    "    Press 'q' to quit the test.\n",
    "    \"\"\"\n",
    "    from pynput import keyboard\n",
    "    print(\"Starting pynput test...\")\n",
    "    print(\"Press 'q' to quit\")\n",
    "    \n",
    "    def on_press(key):\n",
    "        try:\n",
    "            print(f'Key pressed: {key.char}')\n",
    "            if key.char == 'q':\n",
    "                # Stop listener\n",
    "                return False\n",
    "        except AttributeError:\n",
    "            print(f'Special key pressed: {key}')\n",
    "    \n",
    "    # Start keyboard listener\n",
    "    with keyboard.Listener(on_press=on_press) as listener:\n",
    "        listener.join()\n",
    "    \n",
    "    print(\"Test completed\")\n",
    "\n",
    "# Run the test\n",
    "test_pynput()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### live screen record and threading of keyboard interrupt listener"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "on_press, key_monitor and live_screen_record just worked together!!"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def on_press(key):\n",
    "    \"\"\"Callback function for key press\"\"\"\n",
    "    global live\n",
    "    try:\n",
    "        if key.char == 'q':  \n",
    "            live = False\n",
    "    except AttributeError:\n",
    "        pass \n",
    "\n",
    "def key_monitor():\n",
    "    \"\"\"Monitor keyboard input using pynput\"\"\"\n",
    "    with keyboard.Listener(on_press=on_press) as listener:\n",
    "        listener.join()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "def live_screen_record(fov,display_live=True,save_frames=False,save_dir=False):\n",
    "    \"\"\"\n",
    "    Record screen within specified field of view until 'q' or ESC is pressed\n",
    "    \n",
    "    Args:\n",
    "        fov (dict): Dictionary containing x, y, width, height of recording region\n",
    "        save_frames (bool): Whether to save the frames (optional)\n",
    "        save_dir (str): Directory to save frames if save_frames is True (optional)\n",
    "    \"\"\"\n",
    "    global live\n",
    "    live = True\n",
    "    frames=[]\n",
    "    # Create and start the keyboard monitoring thread\n",
    "    \n",
    "    key_thread = threading.Thread(target=key_monitor)\n",
    "    key_thread.daemon = True\n",
    "    key_thread.start()\n",
    "\n",
    "    # Main screen recording loop\n",
    "    while live:\n",
    "        img = pyautogui.screenshot(region=(fov['x'], fov['y'], fov['width'], fov['height']))\n",
    "        np_img = np.array(img)\n",
    "        \n",
    "        if display_live:\n",
    "            cv2.imshow('Screen Recording', np_img)\n",
    "            cv2.waitKey(1)  \n",
    "        \n",
    "        if save_frames:\n",
    "            frames.append(np_img)\n",
    "    \n",
    "    cv2.destroyAllWindows()\n",
    "    \n",
    "    if save_frames and save_dir:\n",
    "        frames_array = np.array(frames)\n",
    "        save_path = os.path.join(save_dir, f\"recording_{datetime.now().strftime('%Y%m%d_%H%M%S')}.npy\")\n",
    "        np.save(save_path, frames_array)\n",
    "        print(f\"Recording saved to: {save_path}\")\n",
    "        \n",
    "    return frames_array if save_frames else None\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "#SCRIPT\n",
    "filename, save_directory, data_filepath = get_save_path()\n",
    "fov = get_fov(save_dir=save_directory,filename=filename)\n",
    "frames = live_screen_record(fov, save_frames=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 100,
   "metadata": {},
   "outputs": [],
   "source": [
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### working on dff code now!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "functions to test rolling window size (Dff) and threshold (event detect) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "def calculate_frame_fluorescence(frames):\n",
    "    \"\"\"\n",
    "    Calculate mean fluorescence for each frame\n",
    "    \n",
    "    Args:\n",
    "        frames: numpy array of shape (n_frames, height, width)\n",
    "    \n",
    "    Returns:\n",
    "        numpy array of mean fluorescence values for each frame\n",
    "    \"\"\"\n",
    "    return np.mean(frames, axis=(1,2))\n",
    "\n",
    "def calculate_dff_rolling(F, window_size, method='mean'):\n",
    "    \"\"\"\n",
    "    Calculate dF/F using rolling window baseline\n",
    "    \n",
    "    Args:\n",
    "        F: 1D array of fluorescence values\n",
    "        window_size: Size of rolling window (in frames)\n",
    "        method: 'mean' or 'median' for baseline calculation\n",
    "    \n",
    "    Returns:\n",
    "        dff: dF/F trace\n",
    "        F0: baseline trace\n",
    "    \"\"\"\n",
    "    # Calculate rolling baseline\n",
    "    if method == 'mean':\n",
    "        F0 = pd.Series(F).rolling(window=window_size, center=True).mean()\n",
    "    elif method == 'median':\n",
    "        F0 = pd.Series(F).rolling(window=window_size, center=True).median()\n",
    "    else:\n",
    "        raise ValueError(\"Method must be 'mean' or 'median'\")\n",
    "    \n",
    "    # Fill NaN values at edges with nearest non-NaN value\n",
    "    F0 = F0.fillna(method='bfill').fillna(method='ffill')\n",
    "    \n",
    "    # Calculate dF/F\n",
    "    dff = (F - F0) / F0\n",
    "    \n",
    "    return dff.values, F0.values\n",
    "\n",
    "def detect_events_threshold(dff, threshold, min_distance=1):\n",
    "    \"\"\"\n",
    "    Detect events using simple threshold crossing\n",
    "    \n",
    "    Args:\n",
    "        dff: dF/F trace\n",
    "        threshold: threshold value for event detection\n",
    "        min_distance: minimum frames between events\n",
    "    \n",
    "    Returns:\n",
    "        event_frames: indices where events occurred\n",
    "    \"\"\"\n",
    "    from scipy.signal import find_peaks\n",
    "    \n",
    "    # Find peaks above threshold\n",
    "    peaks, _ = find_peaks(dff, height=threshold, distance=min_distance)\n",
    "    \n",
    "    return peaks\n",
    "\n",
    "def analyze_recording(frames, window_sizes=[10,20,50], thresholds=[0.1,0.2,0.5]):\n",
    "    \"\"\"\n",
    "    Analyze recording with different parameters and plot results\n",
    "    \n",
    "    Args:\n",
    "        frames: numpy array of frames (n_frames, height, width)\n",
    "        window_sizes: list of window sizes to test\n",
    "        thresholds: list of thresholds to test\n",
    "    \"\"\"\n",
    "    # Calculate mean fluorescence for each frame\n",
    "    F = calculate_frame_fluorescence(frames)\n",
    "    \n",
    "    # Create figure\n",
    "    n_rows = len(window_sizes)\n",
    "    fig, axes = plt.subplots(n_rows, 1, figsize=(15, 4*n_rows), sharex=True)\n",
    "    if n_rows == 1:\n",
    "        axes = [axes]\n",
    "    \n",
    "    # Time vector\n",
    "    time = np.arange(len(F)) / 60  # Assuming 60 Hz\n",
    "    \n",
    "    # Test different parameters\n",
    "    for i, window in enumerate(window_sizes):\n",
    "        # Calculate dF/F\n",
    "        dff, F0 = calculate_dff_rolling(F, window, method='mean')\n",
    "        \n",
    "        # Plot results\n",
    "        ax = axes[i]\n",
    "        ax.plot(time, dff, 'b-', label='dF/F')\n",
    "        \n",
    "        # Plot events at different thresholds\n",
    "        for threshold in thresholds:\n",
    "            events = detect_events_threshold(dff, threshold)\n",
    "            ax.plot(time[events], dff[events], 'o', \n",
    "                   label=f'Events (thresh={threshold:.2f})')\n",
    "        \n",
    "        ax.axhline(y=0, color='k', linestyle='--', alpha=0.5)\n",
    "        ax.set_ylabel('dF/F')\n",
    "        ax.set_title(f'Window Size: {window} frames')\n",
    "        ax.legend()\n",
    "        ax.grid(True)\n",
    "    \n",
    "    axes[-1].set_xlabel('Time (seconds)')\n",
    "    plt.tight_layout()\n",
    "    \n",
    "    return F, dff, F0\n",
    "\n",
    "# Function to load and preprocess recorded frames\n",
    "def load_and_process_recording(filepath):\n",
    "    \"\"\"\n",
    "    Load recorded frames and convert to grayscale if needed\n",
    "    \"\"\"\n",
    "    # Load frames\n",
    "    frames = np.load(filepath)\n",
    "    \n",
    "    # Convert to grayscale if RGB\n",
    "    if len(frames.shape) == 4:  # (n_frames, height, width, channels)\n",
    "        frames = np.mean(frames, axis=3)\n",
    "    \n",
    "    return frames"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [],
   "source": [
    "#SCRIPT\n",
    "filename, save_directory, data_filepath = get_save_path()\n",
    "fov = get_fov(save_dir=save_directory,filename=filename)\n",
    "frames = live_screen_record(fov, save_frames=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [],
   "source": [
    "#convert from rbg to greyscale (need to update live collection and saving to frames array!!! )\n",
    "if len(frames.shape) == 4:  # (n_frames, height, width, channels)\n",
    "    frames = np.mean(frames, axis=3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\emma_odom\\AppData\\Local\\Temp\\ipykernel_24028\\3450631274.py:35: FutureWarning: Series.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
      "  F0 = F0.fillna(method='bfill').fillna(method='ffill')\n",
      "C:\\Users\\emma_odom\\AppData\\Local\\Temp\\ipykernel_24028\\3450631274.py:35: FutureWarning: Series.fillna with 'method' is deprecated and will raise in a future version. Use obj.ffill() or obj.bfill() instead.\n",
      "  F0 = F0.fillna(method='bfill').fillna(method='ffill')\n"
     ]
    },
    {
     "data": {
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      "text/plain": [
       "<Figure size 1500x1200 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#get frames from screen recording\n",
    "# Analyze with different parameters\n",
    "window_sizes = [10, 20, 50]  # frames\n",
    "thresholds = [0.1, 0.2, 0.5]  # dF/F\n",
    "\n",
    "F, dff, F0 = analyze_recording(frames, window_sizes, thresholds)\n",
    "\n",
    "# Plot additional analysis if needed\n",
    "plt.figure(figsize=(15, 4))\n",
    "plt.plot(F, label='Raw F')\n",
    "plt.plot(F0, label='Baseline F0')\n",
    "plt.legend()\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "20 frame window  (the actual recording is 20 hz so keep that in mind) 0.2 threshold looks best! "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Code to screenshot"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# take screenshot using pyautogui\n",
    "image = pyautogui.screenshot()\n",
    "# this will return the image as PIL object and store in `image` (object oriented functions from PIL avail)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "# to save, pass the path of the file as an argument like this\n",
    "image1 = pyautogui.screenshot(region=(0,0, 300, 400))\n",
    "save_path = os.path.join(snapshot_dir, \"screenshot_test.png\")\n",
    "image1.save(save_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Current Directory: c:\\Users\\emma_odom\\Dropbox (MIT)\\Emma\\Behavior_Code_Emma\\snapshot_env\n"
     ]
    }
   ],
   "source": [
    "#check working directory, if not where ref_image is saved, give full path to locateOnScreen\n",
    "current_directory = os.getcwd()\n",
    "print(f\"Current Directory: {current_directory}\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Find the location of the title on the screen\n",
    "ref_img_path = os.path.join(snapshot_dir, \"ref_image.png\")\n",
    "titleLocation = pyautogui.locateOnScreen(ref_img_path, confidence = 0.7)\n",
    "#only doesnt fail when confidence is dropped below 0.5, and the coords are wrong so this isnt working. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "np.int64(470)"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "titleLocation[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "image/png": 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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=205x205>"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pyautogui.screenshot(region=(int(titleLocation[0])-50,int(titleLocation[1])+30, 205, 205))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Mouse location: (493, 313)\n",
      "Mouse location: (431, 285)\n",
      "Mouse location: (339, 168)\n",
      "Mouse location: (332, 127)\n",
      "Mouse location: (332, 127)\n",
      "Mouse location: (332, 127)\n",
      "Mouse location: (394, 143)\n",
      "Mouse location: (394, 143)\n",
      "Mouse location: (333, 120)\n",
      "Mouse location: (408, 129)\n",
      "Mouse location: (403, 190)\n",
      "Mouse location: (538, 537)\n",
      "Mouse location: (844, 598)\n",
      "Mouse location: (851, 615)\n",
      "Mouse location: (1020, 831)\n",
      "Mouse location: (1225, 802)\n",
      "Mouse location: (1202, 795)\n",
      "Mouse location: (1277, 802)\n",
      "Mouse location: (901, 549)\n",
      "Mouse location: (551, 353)\n",
      "Mouse location: (551, 353)\n",
      "Mouse location: (1118, 343)\n",
      "Mouse location: (1118, 343)\n",
      "Mouse location: (442, 162)\n",
      "Stopped printing mouse location.\n"
     ]
    }
   ],
   "source": [
    "#prints cursor/mouse location continuously\n",
    "import time\n",
    "\n",
    "def print_mouse_location():\n",
    "    try:\n",
    "        while True:\n",
    "            x, y = pyautogui.position()\n",
    "            print(f\"Mouse location: ({x}, {y})\")\n",
    "            time.sleep(1)  # Adjust the sleep time as needed\n",
    "    except KeyboardInterrupt:\n",
    "        print(\"Stopped printing mouse location.\")\n",
    "\n",
    "# Call the function to start printing mouse location\n",
    "print_mouse_location()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### emma has processed up to here"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are sevaral places where improvement is required. \n",
    "\n",
    "First, the pyautogui.locate requires an image input, so you can't just give it text to find on the screen. If you want that, you need a more sophisticated method. Or just know it has limited transferability across systems. \n",
    "\n",
    "- I think the way to do this would be to use the snapshot feature with a live cropping GUI to save the reference image (used to find imaging fov on screen)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "refresh rate is 60 hz on behav pc monitor but i dont know how to get the screen recording to actually line up wioth the refresh bc even if we set it to sample at 60 Hz it might not line up right? or i guess each dislay period should be on for full duration (1000/60) and we will always fall somewhere within that bin, aslong as the display is actually on for the entire period! "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Monitor: \\\\.\\DISPLAY1\n",
      "\n",
      "All attributes and methods:\n",
      "height: 1080\n",
      "height_mm: 296\n",
      "is_primary: True\n",
      "name: \\\\.\\DISPLAY1\n",
      "width: 1920\n",
      "width_mm: 527\n",
      "x: 0\n",
      "y: 0\n",
      "\n",
      "Object dictionary:\n",
      "{'x': 0, 'y': 0, 'width': 1920, 'height': 1080, 'width_mm': 527, 'height_mm': 296, 'name': '\\\\\\\\.\\\\DISPLAY1', 'is_primary': True}\n"
     ]
    }
   ],
   "source": [
    "#could be made into a function to get pixel resolution of current monitor. \n",
    "from screeninfo import get_monitors\n",
    "\n",
    "for monitor in get_monitors():\n",
    "    print(\"\\nMonitor:\", monitor.name)\n",
    "    \n",
    "    # Method 1: Using dir() to list all attributes and methods\n",
    "    print(\"\\nAll attributes and methods:\")\n",
    "    for attr in dir(monitor):\n",
    "        if not attr.startswith('_'):  # Skip internal attributes\n",
    "            value = getattr(monitor, attr)\n",
    "            print(f\"{attr}: {value}\")\n",
    "    \n",
    "    # Method 2: Using vars() to show the object's dictionary\n",
    "    print(\"\\nObject dictionary:\")\n",
    "    print(vars(monitor))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_monitor_dimensions():\n",
    "    \"\"\"\n",
    "    Returns the width and height of the primary monitor in pixels.\n",
    "    \n",
    "    Returns:\n",
    "        tuple: (width, height) in pixels\n",
    "    \"\"\"\n",
    "    from screeninfo import get_monitors\n",
    "    \n",
    "    # Get the first monitor (primary display)\n",
    "    monitor = get_monitors()[0]\n",
    "    \n",
    "    return (monitor.width, monitor.height)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Monitor resolution: 1920x1080 pixels\n"
     ]
    }
   ],
   "source": [
    "width, height = get_monitor_dimensions()\n",
    "print(f\"Monitor resolution: {width}x{height} pixels\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### more sophisticated measurement of frame refresh on monitor/display."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 105,
   "metadata": {},
   "outputs": [],
   "source": [
    "def check_frame_refresh(fov, display_live=True, save_frames=False, save_dir=False):\n",
    "    \"\"\"\n",
    "    Record screen synchronized with monitor refresh rate\n",
    "    Uses frame timing and optional phase adjustment to match monitor refresh\n",
    "    \"\"\"\n",
    "    global live\n",
    "    live = True\n",
    "    frames = []\n",
    "    \n",
    "    # Get monitor specs\n",
    "    from screeninfo import get_monitors\n",
    "    monitor = get_monitors()[0]\n",
    "    refresh_rate = getattr(monitor, 'refresh_rate', 60)  # Hz\n",
    "    frame_period = 1.0 / refresh_rate  # seconds\n",
    "    response_time = 0.005  # Assume 5ms response time, adjust for your monitor\n",
    "    \n",
    "    # Calculate timing parameters\n",
    "    active_display_time = frame_period - response_time\n",
    "    print(f\"Monitor refresh: {refresh_rate}Hz\")\n",
    "    print(f\"Frame period: {frame_period*1000:.1f}ms\")\n",
    "    print(f\"Estimated active display: {active_display_time*1000:.1f}ms\")\n",
    "\n",
    "    # Phase detection - try to find monitor refresh cycle\n",
    "    phase_samples = []\n",
    "    print(\"Detecting display timing phase...\")\n",
    "    phase_start = time.perf_counter()\n",
    "    for _ in range(refresh_rate * 2):  # Sample for 2 refresh cycles\n",
    "        img = pyautogui.screenshot(region=(fov['x'], fov['y'], 1, 1))  # Minimal capture\n",
    "        phase_samples.append(time.perf_counter())\n",
    "    \n",
    "    # Analyze phase timing\n",
    "    intervals = np.diff(phase_samples)\n",
    "    mean_interval = np.mean(intervals)\n",
    "    phase_offset = (phase_samples[0] - phase_start) % frame_period\n",
    "    print(f\"Detected phase offset: {phase_offset*1000:.2f}ms\")\n",
    "    \n",
    "    # Start keyboard monitor thread\n",
    "    key_thread = threading.Thread(target=key_monitor)\n",
    "    key_thread.daemon = True\n",
    "    key_thread.start()\n",
    "\n",
    "    # Recording loop with timing\n",
    "    frame_times = []\n",
    "    capture_times = []\n",
    "    missed_frames = 0\n",
    "    target_frame = 0\n",
    "    start_time = time.perf_counter()\n",
    "\n",
    "    while live:\n",
    "        current_time = time.perf_counter()\n",
    "        elapsed = current_time - start_time\n",
    "        \n",
    "        # Calculate ideal next frame time\n",
    "        target_frame = int(elapsed / frame_period)\n",
    "        next_frame_time = start_time + (target_frame * frame_period) + phase_offset\n",
    "        \n",
    "        # Wait until just before next frame\n",
    "        sleep_time = next_frame_time - current_time - 0.001  # 1ms safety margin\n",
    "        if sleep_time > 0:\n",
    "            time.sleep(sleep_time)\n",
    "        \n",
    "        # Capture frame\n",
    "        capture_start = time.perf_counter()\n",
    "        img = pyautogui.screenshot(region=(fov['x'], fov['y'], fov['width'], fov['height']))\n",
    "        np_img = np.array(img)\n",
    "        capture_end = time.perf_counter()\n",
    "        \n",
    "        # Record timing\n",
    "        capture_times.append(capture_end - capture_start)\n",
    "        frame_times.append(capture_end - start_time)\n",
    "        \n",
    "        if display_live:\n",
    "            cv2.imshow('Screen Recording', np_img)\n",
    "            cv2.waitKey(1)\n",
    "        \n",
    "        if save_frames:\n",
    "            frames.append(np_img)\n",
    "        \n",
    "        # Check if we missed a frame\n",
    "        frame_error = abs((capture_end - next_frame_time) / frame_period)\n",
    "        if frame_error > 0.5:\n",
    "            missed_frames += 1\n",
    "    \n",
    "    cv2.destroyAllWindows()\n",
    "    \n",
    "    # Print performance statistics\n",
    "    intervals = np.diff(frame_times)\n",
    "    print(\"\\nRecording Statistics:\")\n",
    "    print(f\"Average interval: {np.mean(intervals)*1000:.2f}ms (target: {frame_period*1000:.2f}ms)\")\n",
    "    print(f\"Interval std dev: {np.std(intervals)*1000:.2f}ms\")\n",
    "    print(f\"Average capture time: {np.mean(capture_times)*1000:.2f}ms\")\n",
    "    print(f\"Missed frames: {missed_frames}\")\n",
    "    print(f\"Actual frame rate: {1.0/np.mean(intervals):.2f}Hz\")\n",
    "    \n",
    "    if save_frames and save_dir:\n",
    "        frames_array = np.array(frames)\n",
    "        save_path = os.path.join(save_dir, f\"recording_{datetime.now().strftime('%Y%m%d_%H%M%S')}.npy\")\n",
    "        np.save(save_path, frames_array)\n",
    "        print(f\"Recording saved to: {save_path}\")\n",
    "    \n",
    "    return frames if save_frames else None"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Monitor refresh: 60Hz\n",
      "Frame period: 16.7ms\n",
      "Estimated active display: 11.7ms\n",
      "Detecting display timing phase...\n",
      "Detected phase offset: 3.86ms\n",
      "\n",
      "Recording Statistics:\n",
      "Average interval: 72.87ms (target: 16.67ms)\n",
      "Interval std dev: 12.04ms\n",
      "Average capture time: 60.53ms\n",
      "Missed frames: 402\n",
      "Actual frame rate: 13.72Hz\n"
     ]
    }
   ],
   "source": [
    "check_frame_refresh(fov)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FPS: 60.10624349495141\n",
      "Frame count: 579\n",
      "Duration: 9.63 seconds\n",
      "Resolution: 1280x720\n"
     ]
    }
   ],
   "source": [
    "def get_video_properties(video_path):\n",
    "    \"\"\"Get video properties using OpenCV\"\"\"\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    \n",
    "    # Get properties\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    duration = frame_count/fps\n",
    "    width = int(cap.get(cv2.CAP_PROP_FRAME_WIDTH))\n",
    "    height = int(cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "    \n",
    "    cap.release()\n",
    "    \n",
    "    print(f\"FPS: {fps}\")\n",
    "    print(f\"Frame count: {frame_count}\")\n",
    "    print(f\"Duration: {duration:.2f} seconds\")\n",
    "    print(f\"Resolution: {width}x{height}\")\n",
    "    \n",
    "    return fps, frame_count, duration, (width, height)\n",
    "\n",
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'sham_recording.mp4')\n",
    "fps, frames, duration, resolution = get_video_properties(video_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 116,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FPS: 30.0\n",
      "Frame count: 289\n",
      "Duration: 9.63 seconds\n",
      "Resolution: 1920x1080\n"
     ]
    }
   ],
   "source": [
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'sham_subrecording.mp4')\n",
    "fps, frames, duration, resolution = get_video_properties(video_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ADD ANOTHER THREAD TO DO THE DF/F AND SEND OUTPUT SERIAL TO ARDUINO OR VIA NIDAQ TO ARDUINO WHICH IS PROBS BETTER :) "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### cool bc it actually lets you drag and draw a rectangle"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def crop_video_with_gui(video_path, output_path=None):\n",
    "    \"\"\"\n",
    "    GUI tool to crop video while maintaining frame rate.\n",
    "    Shows first frame for selection, then crops entire video to that region.\n",
    "    \n",
    "    Args:\n",
    "        video_path (str): Path to input video\n",
    "        output_path (str): Path for output video. If None, creates name automatically\n",
    "    \"\"\"\n",
    "    import cv2\n",
    "    import numpy as np\n",
    "    from tkinter import Tk, filedialog\n",
    "    \n",
    "    # Global variables for ROI selection\n",
    "    roi_coords = []\n",
    "    selecting = False\n",
    "    \n",
    "    def mouse_callback(event, x, y, flags, param):\n",
    "        nonlocal selecting, roi_coords\n",
    "        if event == cv2.EVENT_LBUTTONDOWN:\n",
    "            roi_coords = [(x, y)]\n",
    "            selecting = True\n",
    "        elif event == cv2.EVENT_MOUSEMOVE and selecting:\n",
    "            img_copy = first_frame.copy()\n",
    "            cv2.rectangle(img_copy, roi_coords[0], (x, y), (0, 255, 0), 2)\n",
    "            cv2.imshow('Select Region', img_copy)\n",
    "        elif event == cv2.EVENT_LBUTTONUP:\n",
    "            selecting = False\n",
    "            roi_coords.append((x, y))\n",
    "            cv2.rectangle(first_frame, roi_coords[0], roi_coords[1], (0, 255, 0), 2)\n",
    "            cv2.imshow('Select Region', first_frame)\n",
    "    \n",
    "    # Open video and get properties\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    \n",
    "    # Read first frame for selection\n",
    "    ret, first_frame = cap.read()\n",
    "    if not ret:\n",
    "        print(\"Failed to read video\")\n",
    "        return\n",
    "    \n",
    "    # Create window and set mouse callback\n",
    "    cv2.namedWindow('Select Region')\n",
    "    cv2.setMouseCallback('Select Region', mouse_callback)\n",
    "    \n",
    "    print(\"Select region by clicking and dragging. Press 'c' to confirm, 'r' to reset.\")\n",
    "    \n",
    "    while True:\n",
    "        key = cv2.waitKey(1) & 0xFF\n",
    "        if key == ord('r'):  # Reset selection\n",
    "            first_frame = first_frame.copy()\n",
    "            cv2.imshow('Select Region', first_frame)\n",
    "            roi_coords = []\n",
    "        elif key == ord('c') and len(roi_coords) == 2:  # Confirm selection\n",
    "            break\n",
    "        elif key == ord('q'):  # Quit without cropping\n",
    "            cap.release()\n",
    "            cv2.destroyAllWindows()\n",
    "            return\n",
    "    \n",
    "    # Get crop coordinates\n",
    "    x1, y1 = min(roi_coords[0][0], roi_coords[1][0]), min(roi_coords[0][1], roi_coords[1][1])\n",
    "    x2, y2 = max(roi_coords[0][0], roi_coords[1][0]), max(roi_coords[0][1], roi_coords[1][1])\n",
    "    width = x2 - x1\n",
    "    height = y2 - y1\n",
    "    \n",
    "    # Create output path if not provided\n",
    "    if output_path is None:\n",
    "        base_path = os.path.splitext(video_path)[0]\n",
    "        output_path = f\"{base_path}_cropped.mp4\"\n",
    "    \n",
    "    # Create video writer\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')\n",
    "    out = cv2.VideoWriter(output_path, fourcc, fps, (width, height))\n",
    "    \n",
    "    # Process video\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    print(\"\\nCropping video...\")\n",
    "    \n",
    "    for i in range(frame_count):\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "            \n",
    "        # Crop and write frame\n",
    "        cropped = frame[y1:y2, x1:x2]\n",
    "        out.write(cropped)\n",
    "        \n",
    "        # Progress update\n",
    "        if i % 100 == 0:\n",
    "            print(f\"Processed {i}/{frame_count} frames\")\n",
    "    \n",
    "    # Clean up\n",
    "    cap.release()\n",
    "    out.release()\n",
    "    cv2.destroyAllWindows()\n",
    "    \n",
    "    print(f\"\\nCropped video saved to: {output_path}\")\n",
    "    print(f\"Crop dimensions: {width}x{height}\")\n",
    "    print(f\"Frame rate maintained at: {fps} fps\")\n",
    "    \n",
    "    return output_path\n",
    "\n",
    "# Use it like this:\n",
    "video_path = os.path.join(current_dir, 'sham_recording.mp4')\n",
    "cropped_video_path = crop_video_with_gui(video_path)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### working on checking out frame refresh"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def preview_crop(video_path, x1, y1, x2, y2):\n",
    "    \"\"\"\n",
    "    Show preview of cropped first frame from video using provided coordinates.\n",
    "    \n",
    "    Args:\n",
    "        video_path (str): Path to input video\n",
    "        x1, y1 (int): Top-left coordinates\n",
    "        x2, y2 (int): Bottom-right coordinates\n",
    "    \"\"\"\n",
    "    # Open video and read first frame\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    ret, first_frame = cap.read()\n",
    "    if not ret:\n",
    "        print(\"Failed to read video\")\n",
    "        return\n",
    "    \n",
    "    # Show original frame\n",
    "    cv2.imshow('Original Frame', first_frame)\n",
    "    \n",
    "    # Crop and show preview\n",
    "    cropped = first_frame[y1:y2, x1:x2]\n",
    "    cv2.imshow('Cropped Preview', cropped)\n",
    "    \n",
    "    print(f\"Original size: {first_frame.shape}\")\n",
    "    print(f\"Cropped size: {cropped.shape}\")\n",
    "    \n",
    "    # Wait for key press\n",
    "    cv2.waitKey(0)\n",
    "    \n",
    "    # Clean up\n",
    "    cap.release()\n",
    "    cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Original size: (1080, 1888, 3)\n",
      "Cropped size: (747, 600, 3)\n"
     ]
    }
   ],
   "source": [
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'screen_record_replay.mp4')\n",
    "preview_crop(video_path, x1=350, y1=53, x2=980, y2=800)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def crop_video_with_preview(video_path, x1, y1, x2, y2, output_path=None):\n",
    "    \"\"\"\n",
    "    Preview crop of first frame and if approved, crop entire video.\n",
    "    \n",
    "    Args:\n",
    "        video_path (str): Path to input video\n",
    "        x1, y1 (int): Top-left coordinates\n",
    "        x2, y2 (int): Bottom-right coordinates\n",
    "        output_path (str): Optional path for output video\n",
    "    \"\"\"\n",
    "    # Open video and get properties\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    ret, first_frame = cap.read()\n",
    "    if not ret:\n",
    "        print(\"Failed to read video\")\n",
    "        return\n",
    "    \n",
    "    # Show original and cropped preview\n",
    "    cv2.imshow('Original Frame', first_frame)\n",
    "    cropped = first_frame[y1:y2, x1:x2]\n",
    "    cv2.imshow('Cropped Preview', cropped)\n",
    "    \n",
    "    print(f\"Original size: {first_frame.shape}\")\n",
    "    print(f\"Cropped size: {cropped.shape}\")\n",
    "    print(\"\\nPress 'y' to approve and crop video, or 'n' to cancel\")\n",
    "    \n",
    "    # Wait for user approval\n",
    "    while True:\n",
    "        key = cv2.waitKey(0) & 0xFF\n",
    "        if key == ord('y'):\n",
    "            approved = True\n",
    "            break\n",
    "        elif key == ord('n'):\n",
    "            approved = False\n",
    "            break\n",
    "    \n",
    "    cv2.destroyAllWindows()\n",
    "    \n",
    "    if not approved:\n",
    "        print(\"Cropping cancelled\")\n",
    "        cap.release()\n",
    "        return\n",
    "    \n",
    "    # Create output path if not provided\n",
    "    if output_path is None:\n",
    "        base_path = os.path.splitext(video_path)[0]\n",
    "        output_path = f\"{base_path}_cropped.mp4\"\n",
    "    \n",
    "    # Set up video writer\n",
    "    width = x2 - x1\n",
    "    height = y2 - y1\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')\n",
    "    out = cv2.VideoWriter(output_path, fourcc, fps, (width, height))\n",
    "    \n",
    "    # Process video\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    print(\"\\nCropping video...\")\n",
    "    \n",
    "    # Reset video capture to beginning\n",
    "    cap.set(cv2.CAP_PROP_POS_FRAMES, 0)\n",
    "    \n",
    "    for i in range(frame_count):\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "            \n",
    "        # Crop and write frame\n",
    "        cropped = frame[y1:y2, x1:x2]\n",
    "        out.write(cropped)\n",
    "        \n",
    "        # Progress update\n",
    "        if i % 100 == 0:\n",
    "            print(f\"Processed {i}/{frame_count} frames\")\n",
    "    \n",
    "    # Clean up\n",
    "    cap.release()\n",
    "    out.release()\n",
    "    \n",
    "    print(f\"\\nCropped video saved to: {output_path}\")\n",
    "    print(f\"Crop dimensions: {width}x{height}\")\n",
    "    print(f\"Frame rate: {fps} fps\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Original size: (1080, 1888, 3)\n",
      "Cropped size: (747, 630, 3)\n",
      "\n",
      "Press 'y' to approve and crop video, or 'n' to cancel\n",
      "\n",
      "Cropping video...\n",
      "Processed 0/758 frames\n",
      "Processed 100/758 frames\n",
      "Processed 200/758 frames\n",
      "Processed 300/758 frames\n",
      "Processed 400/758 frames\n",
      "Processed 500/758 frames\n",
      "Processed 600/758 frames\n",
      "Processed 700/758 frames\n",
      "\n",
      "Cropped video saved to: c:\\Users\\emma_odom\\Dropbox (MIT)\\Emma\\Behavior_Code_Emma\\snapshot_env\\screen_record_replay_cropped.mp4\n",
      "Crop dimensions: 630x747\n",
      "Frame rate: 30.13972426261057 fps\n"
     ]
    }
   ],
   "source": [
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'screen_record_replay.mp4')\n",
    "crop_video_with_preview(video_path, x1=350, y1=53, x2=980, y2=800)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "FPS: 30.13972426261057\n",
      "Frame count: 758\n",
      "Duration: 25.15 seconds\n",
      "Resolution: 1888x1080\n"
     ]
    }
   ],
   "source": [
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'screen_record_replay.mp4')\n",
    "fps, frames, duration, resolution = get_video_properties(video_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "def estimate_frame_rate(video_path):\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    #read frames into numpy array\n",
    "    frames = []\n",
    "    timestamps = []\n",
    "    while True:\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    "        frames.append(gray)\n",
    "        timestamps.append(cap.get(cv2.CAP_PROP_POS_MSEC) / 1000.0)  # Convert to seconds\n",
    "    cap.release()\n",
    "\n",
    "    frames = np.array(frames)\n",
    "    timestamps = np.array(timestamps)\n",
    "    frame_diffs = np.diff(frames, axis=0)\n",
    "    identical_frames = np.where(np.all(frame_diffs == 0, axis=(1,2)))[0] + 1\n",
    "    \n",
    "    print(\"\\nAnalysis Results:\")\n",
    "    print(f\"Total frames: {frame_count}\")\n",
    "    print(f\"MP4 screen record FPS: {fps}\")\n",
    "    print(f\"Number of identical consecutive frames: {len(identical_frames)}\")\n",
    "    if len(identical_frames) > 0:\n",
    "        print(f\"Identical frame indices: {identical_frames}\")\n",
    "    \n",
    "    return identical_frames\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Analysis Results:\n",
      "Total frames: 758\n",
      "MP4 screen record FPS: 30.14\n",
      "Number of identical consecutive frames: 0\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "array([], dtype=int64)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "current_dir = os.getcwd()\n",
    "video_path = os.path.join(current_dir, 'screen_record_replay_cropped.mp4')\n",
    "estimate_frame_rate(video_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Reading 758 frames from c:\\Users\\emma_odom\\Dropbox (MIT)\\Emma\\Behavior_Code_Emma\\snapshot_env\\screen_record_replay_cropped.mp4\n",
      "Nominal FPS: 30.14\n",
      "\n",
      "Analysis Results:\n",
      "Total frames analyzed: 757\n",
      "Duration: 25.15 seconds\n",
      "Mean difference: 94.41\n",
      "Max difference: 210.05\n",
      "Min difference: 1.64\n",
      "Number of identical consecutive frames: 0\n"
     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x1000 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def plot_frame_differences(video_path):\n",
    "    \"\"\"\n",
    "    Read video and plot frame differences against both frame number and time\n",
    "    \n",
    "    Args:\n",
    "        video_path (str): Path to input video file\n",
    "    \"\"\"\n",
    "    # Read video\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    nominal_fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    duration = frame_count / nominal_fps\n",
    "    \n",
    "    # Read frames into numpy array\n",
    "    frames = []\n",
    "    print(f\"Reading {frame_count} frames from {video_path}\")\n",
    "    print(f\"Nominal FPS: {nominal_fps:.2f}\")\n",
    "    \n",
    "    while True:\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "        # Convert to grayscale\n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    "        frames.append(gray)\n",
    "    \n",
    "    cap.release()\n",
    "    \n",
    "    # Convert to numpy array and calculate differences\n",
    "    frames = np.array(frames)\n",
    "    frame_diffs = np.diff(frames, axis=0)\n",
    "    mean_diffs = np.mean(np.abs(frame_diffs), axis=(1,2))\n",
    "    \n",
    "    # Create arrays for x-axes\n",
    "    frame_numbers = np.arange(1, len(mean_diffs) + 1)\n",
    "    time_points = frame_numbers / nominal_fps\n",
    "    \n",
    "    # Create figure with two subplots\n",
    "    fig, (ax1, ax2) = plt.subplots(2, 1, figsize=(15, 10))\n",
    "    \n",
    "    # Plot 1: Differences vs Frame Number\n",
    "    ax1.plot(frame_numbers, mean_diffs, 'b-', linewidth=1)\n",
    "    ax1.set_title('Frame Differences vs Frame Number')\n",
    "    ax1.set_xlabel('Frame Number')\n",
    "    ax1.set_ylabel('Mean Absolute Difference')\n",
    "    ax1.grid(True)\n",
    "    \n",
    "    # Plot 2: Differences vs Time\n",
    "    ax2.plot(time_points, mean_diffs, 'r-', linewidth=1)\n",
    "    ax2.set_title('Frame Differences vs Time')\n",
    "    ax2.set_xlabel('Time (seconds)')\n",
    "    ax2.set_ylabel('Mean Absolute Difference')\n",
    "    ax2.grid(True)\n",
    "    \n",
    "    # Find identical frames (zero difference)\n",
    "    identical_frames = np.where(mean_diffs == 0)[0] + 1\n",
    "    \n",
    "    # Print statistics\n",
    "    print(\"\\nAnalysis Results:\")\n",
    "    print(f\"Total frames analyzed: {len(mean_diffs)}\")\n",
    "    print(f\"Duration: {duration:.2f} seconds\")\n",
    "    print(f\"Mean difference: {np.mean(mean_diffs):.2f}\")\n",
    "    print(f\"Max difference: {np.max(mean_diffs):.2f}\")\n",
    "    print(f\"Min difference: {np.min(mean_diffs):.2f}\")\n",
    "    print(f\"Number of identical consecutive frames: {len(identical_frames)}\")\n",
    "    \n",
    "    if len(identical_frames) > 0:\n",
    "        print(f\"\\nIdentical frame indices: {identical_frames}\")\n",
    "    \n",
    "    plt.tight_layout()\n",
    "    plt.show()\n",
    "    \n",
    "    return {\n",
    "        'frame_numbers': frame_numbers,\n",
    "        'time_points': time_points,\n",
    "        'mean_diffs': mean_diffs,\n",
    "        'identical_frames': identical_frames,\n",
    "        'nominal_fps': nominal_fps\n",
    "    }\n",
    "\n",
    "# Use it like this:\n",
    "results = plot_frame_differences(video_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Frequency Analysis Results:\n",
      "Nominal recording rate: 30.14 Hz\n",
      "Expected imaging rate: 23.3 Hz\n",
      "\n",
      "Dominant frequencies:\n",
      "0.04 Hz (amplitude: 1431.00)\n",
      "0.08 Hz (amplitude: 580.21)\n",
      "0.12 Hz (amplitude: 799.79)\n",
      "0.20 Hz (amplitude: 1169.37)\n",
      "0.24 Hz (amplitude: 749.11)\n",
      "0.28 Hz (amplitude: 455.45)\n",
      "0.36 Hz (amplitude: 765.10)\n",
      "0.44 Hz (amplitude: 687.26)\n",
      "0.56 Hz (amplitude: 465.48)\n",
      "0.64 Hz (amplitude: 469.53)\n",
      "0.68 Hz (amplitude: 629.68)\n",
      "0.72 Hz (amplitude: 634.00)\n",
      "0.80 Hz (amplitude: 677.63)\n",
      "0.84 Hz (amplitude: 477.02)\n",
      "0.88 Hz (amplitude: 542.05)\n",
      "1.04 Hz (amplitude: 478.70)\n",
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     ]
    },
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1500x1200 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "def analyze_video_frequencies(video_path, expected_fps=23):\n",
    "    \"\"\"\n",
    "    Analyze frequency components of frame differences using FFT\n",
    "    \n",
    "    Args:\n",
    "        video_path (str): Path to video file\n",
    "        expected_fps (float): Expected frame rate of the original imaging\n",
    "    \"\"\"\n",
    "    # Read video and calculate differences (as before)\n",
    "    cap = cv2.VideoCapture(video_path)\n",
    "    nominal_fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "    frame_count = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))\n",
    "    \n",
    "    frames = []\n",
    "    while True:\n",
    "        ret, frame = cap.read()\n",
    "        if not ret:\n",
    "            break\n",
    "        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)\n",
    "        frames.append(gray)\n",
    "    \n",
    "    cap.release()\n",
    "    \n",
    "    frames = np.array(frames)\n",
    "    frame_diffs = np.diff(frames, axis=0)\n",
    "    mean_diffs = np.mean(np.abs(frame_diffs), axis=(1,2))\n",
    "    \n",
    "    # Perform FFT analysis\n",
    "    from scipy.fft import fft, fftfreq\n",
    "    \n",
    "    # Number of samples\n",
    "    N = len(mean_diffs)\n",
    "    \n",
    "    # Sampling period (inverse of recording frame rate)\n",
    "    T = 1.0 / nominal_fps\n",
    "    \n",
    "    # Compute FFT\n",
    "    yf = fft(mean_diffs - np.mean(mean_diffs))  # Remove DC component\n",
    "    xf = fftfreq(N, T)  # Frequency bins\n",
    "    \n",
    "    # Get positive frequencies only\n",
    "    pos_freq_mask = xf > 0\n",
    "    frequencies = xf[pos_freq_mask]\n",
    "    amplitudes = np.abs(yf[pos_freq_mask])\n",
    "    \n",
    "    # Create figure with three subplots\n",
    "    fig, (ax1, ax2, ax3) = plt.subplots(3, 1, figsize=(15, 12))\n",
    "    \n",
    "    # Plot 1: Original signal\n",
    "    time_points = np.arange(len(mean_diffs)) / nominal_fps\n",
    "    ax1.plot(time_points, mean_diffs, 'b-', linewidth=1)\n",
    "    ax1.set_title('Frame Differences vs Time')\n",
    "    ax1.set_xlabel('Time (seconds)')\n",
    "    ax1.set_ylabel('Mean Absolute Difference')\n",
    "    ax1.grid(True)\n",
    "    \n",
    "    # Plot 2: Full frequency spectrum\n",
    "    ax2.plot(frequencies, amplitudes, 'r-')\n",
    "    ax2.set_title('Frequency Spectrum (Full Range)')\n",
    "    ax2.set_xlabel('Frequency (Hz)')\n",
    "    ax2.set_ylabel('Amplitude')\n",
    "    ax2.grid(True)\n",
    "    \n",
    "    # Plot 3: Zoomed frequency spectrum (0-100 Hz)\n",
    "    mask = frequencies <= 100\n",
    "    ax3.plot(frequencies[mask], amplitudes[mask], 'g-')\n",
    "    ax3.set_title('Frequency Spectrum (0-100 Hz)')\n",
    "    ax3.set_xlabel('Frequency (Hz)')\n",
    "    ax3.set_ylabel('Amplitude')\n",
    "    \n",
    "    # Add vertical lines for expected frequencies\n",
    "    ax3.axvline(x=expected_fps, color='r', linestyle='--', \n",
    "                label=f'Expected imaging rate ({expected_fps} Hz)')\n",
    "    ax3.axvline(x=nominal_fps, color='b', linestyle='--', \n",
    "                label=f'Recording rate ({nominal_fps:.1f} Hz)')\n",
    "    ax3.axvline(x=60, color='g', linestyle='--', \n",
    "                label='Typical display refresh (60 Hz)')\n",
    "    ax3.legend()\n",
    "    ax3.grid(True)\n",
    "    \n",
    "    plt.tight_layout()\n",
    "    \n",
    "    # Find dominant frequencies\n",
    "    peak_threshold = np.max(amplitudes) * 0.1  # 10% of max amplitude\n",
    "    peak_indices = np.where(amplitudes > peak_threshold)[0]\n",
    "    dominant_freqs = frequencies[peak_indices]\n",
    "    \n",
    "    print(\"\\nFrequency Analysis Results:\")\n",
    "    print(f\"Nominal recording rate: {nominal_fps:.2f} Hz\")\n",
    "    print(f\"Expected imaging rate: {expected_fps} Hz\")\n",
    "    print(\"\\nDominant frequencies:\")\n",
    "    for freq, amp in zip(dominant_freqs, amplitudes[peak_indices]):\n",
    "        if freq <= 100:  # Only show frequencies up to 100 Hz\n",
    "            print(f\"{freq:.2f} Hz (amplitude: {amp:.2f})\")\n",
    "    \n",
    "    plt.show()\n",
    "    \n",
    "    return {\n",
    "        'frequencies': frequencies,\n",
    "        'amplitudes': amplitudes,\n",
    "        'time_points': time_points,\n",
    "        'mean_diffs': mean_diffs\n",
    "    }\n",
    "\n",
    "# Use it like this:\n",
    "results = analyze_video_frequencies(video_path, expected_fps=23.3)"
   ]
  }
 ],
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