diff --git "a/.ipynb_checkpoints/tests-checkpoint.ipynb" "b/.ipynb_checkpoints/tests-checkpoint.ipynb"
new file mode 100644--- /dev/null
+++ "b/.ipynb_checkpoints/tests-checkpoint.ipynb"
@@ -0,0 +1,12870 @@
+{
+ "cells": [
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "id": "4e630f34",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "import matplotlib.pyplot as plt\n",
+ "\n",
+ "from time import sleep\n",
+ "import time\n",
+ "from playsound import playsound\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "import os\n",
+ "from datetime import datetime, timedelta\n",
+ "\n",
+ "import queue\n",
+ "from portilooplot.jupyter_plot import ProgressPlot\n",
+ "\n",
+ "from frontend import Frontend\n",
+ "from leds import LEDs, Color\n",
+ "\n",
+ "from IPython.display import clear_output"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "id": "2b5a3799",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "DEFAULT_FRONTEND_CONFIG = [\n",
+ " # nomenclature: name [default setting] [bits 7-0] : description\n",
+ " # Read only ID:\n",
+ " 0x3E, # ID [xx] [REV_ID[2:0], 1, DEV_ID[1:0], NU_CH[1:0]] : (RO)\n",
+ " # Global Settings Across Channels:\n",
+ " 0x96, # CONFIG1 [96] [1, DAISY_EN(bar), CLK_EN, 1, 0, DR[2:0]] : Datarate = 250 SPS\n",
+ " 0xC0, # CONFIG2 [C0] [1, 1, 0, INT_CAL, 0, CAL_AMP0, CAL_FREQ[1:0]] : No tests\n",
+ " 0x60, # CONFIG3 [60] [PD_REFBUF(bar), 1, 1, BIAS_MEAS, BIASREF_INT, PD_BIAS(bar), BIAS_LOFF_SENS, BIAS_STAT] : Power-down reference buffer, no bias\n",
+ " 0x00, # LOFF [00] [COMP_TH[2:0], 0, ILEAD_OFF[1:0], FLEAD_OFF[1:0]] : No lead-off\n",
+ " # Channel-Specific Settings:\n",
+ " 0x61, # CH1SET [61] [PD1, GAIN1[2:0], SRB2, MUX1[2:0]] : Channel 1 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH2SET [61] [PD2, GAIN2[2:0], SRB2, MUX2[2:0]] : Channel 2 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH3SET [61] [PD3, GAIN3[2:0], SRB2, MUX3[2:0]] : Channel 3 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH4SET [61] [PD4, GAIN4[2:0], SRB2, MUX4[2:0]] : Channel 4 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH5SET [61] [PD5, GAIN5[2:0], SRB2, MUX5[2:0]] : Channel 5 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH6SET [61] [PD6, GAIN6[2:0], SRB2, MUX6[2:0]] : Channel 6 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH7SET [61] [PD7, GAIN7[2:0], SRB2, MUX7[2:0]] : Channel 7 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x61, # CH8SET [61] [PD8, GAIN8[2:0], SRB2, MUX8[2:0]] : Channel 8 active, 24 gain, no SRB2 & input shorted\n",
+ " 0x00, # BIAS_SENSP [00] [BIASP8, BIASP7, BIASP6, BIASP5, BIASP4, BIASP3, BIASP2, BIASP1] : No bias\n",
+ " 0x00, # BIAS_SENSN [00] [BIASN8, BIASN7, BIASN6, BIASN5, BIASN4, BIASN3, BIASN2, BIASN1] No bias\n",
+ " 0x00, # LOFF_SENSP [00] [LOFFP8, LOFFP7, LOFFP6, LOFFP5, LOFFP4, LOFFP3, LOFFP2, LOFFP1] : No lead-off\n",
+ " 0x00, # LOFF_SENSN [00] [LOFFM8, LOFFM7, LOFFM6, LOFFM5, LOFFM4, LOFFM3, LOFFM2, LOFFM1] : No lead-off\n",
+ " 0x00, # LOFF_FLIP [00] [LOFF_FLIP8, LOFF_FLIP7, LOFF_FLIP6, LOFF_FLIP5, LOFF_FLIP4, LOFF_FLIP3, LOFF_FLIP2, LOFF_FLIP1] : No lead-off flip\n",
+ " # Lead-Off Status Registers (Read-Only Registers):\n",
+ " 0x00, # LOFF_STATP [00] [IN8P_OFF, IN7P_OFF, IN6P_OFF, IN5P_OFF, IN4P_OFF, IN3P_OFF, IN2P_OFF, IN1P_OFF] : Lead-off positive status (RO)\n",
+ " 0x00, # LOFF_STATN [00] [IN8M_OFF, IN7M_OFF, IN6M_OFF, IN5M_OFF, IN4M_OFF, IN3M_OFF, IN2M_OFF, IN1M_OFF] : Laed-off negative status (RO)\n",
+ " # GPIO and OTHER Registers:\n",
+ " 0x0F, # GPIO [0F] [GPIOD[4:1], GPIOC[4:1]] : All GPIOs as inputs\n",
+ " 0x00, # MISC1 [00] [0, 0, SRB1, 0, 0, 0, 0, 0] : Disable SRBM\n",
+ " 0x00, # MISC2 [00] [00] : Unused\n",
+ " 0x00, # CONFIG4 [00] [0, 0, 0, 0, SINGLE_SHOT, 0, PD_LOFF_COMP(bar), 0] : Single-shot, lead-off comparator disabled\n",
+ "]\n",
+ "\n",
+ "FRONTEND_CONFIG = [\n",
+ " 0x3E, # ID (RO)\n",
+ " 0x95, # CONFIG1 [95] [1, DAISY_EN(bar), CLK_EN, 1, 0, DR[2:0]] : Datarate = 500 SPS\n",
+ " 0xD0, # CONFIG2 [C0] [1, 1, 0, INT_CAL, 0, CAL_AMP0, CAL_FREQ[1:0]]\n",
+ " 0xF0, # CONFIG3 [E0] [PD_REFBUF(bar), 1, 1, BIAS_MEAS, BIASREF_INT, PD_BIAS(bar), BIAS_LOFF_SENS, BIAS_STAT] : Power-down reference buffer, no bias\n",
+ " 0x00, # No lead-off\n",
+ " 0x03, # CH1SET [60] [PD1, GAIN1[2:0], SRB2, MUX1[2:0]] test signal\n",
+ " 0x02, # CH2SET\n",
+ " 0x00, # CH3SET\n",
+ " 0x03, # CH4SET voltage DVDD / 4\n",
+ " 0x03, # CH5SET voltage 0.5 × (AVDD + AVSS)\n",
+ " 0x03, # CH6SET\n",
+ " 0x05, # CH7SET test\n",
+ " 0x04, # CH8SET temperature\n",
+ " 0x00, # BIAS_SENSP\n",
+ " 0x00, # BIAS_SENSN\n",
+ " 0xFF, # LOFF_SENSP Lead-off on all positive pins?\n",
+ " 0xFF, # LOFF_SENSN Lead-off on all negative pins?\n",
+ " 0x00, # Normal lead-off\n",
+ " 0x00, # Lead-off positive status (RO)\n",
+ " 0x00, # Lead-off negative status (RO)\n",
+ " 0x00, # All GPIOs as output ?\n",
+ " 0x20, # Enable SRB1\n",
+ "]\n",
+ "\n",
+ "frontend = Frontend()\n",
+ "leds = LEDs()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "id": "113fe549",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "leds.led2(Color.PURPLE)\n",
+ "leds.aquisition(True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "id": "bc79be30",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "class LiveDisplay():\n",
+ " def __init__(self, datapoint_dim=8, window_len=100):\n",
+ " self.datapoint_dim = datapoint_dim\n",
+ " self.queue = [queue.Queue()] * datapoint_dim\n",
+ "\n",
+ " self.pp = ProgressPlot(plot_names=[f\"channel#{i+1}\" for i in range(datapoint_dim)], max_window_len=window_len)\n",
+ "\n",
+ " def add_datapoint(self, datapoint, filter=None):\n",
+ "\n",
+ " assert len(datapoint) == self.datapoint_dim\n",
+ " disp_list = []\n",
+ " for idx, point in enumerate(datapoint):\n",
+ " if self.queue[idx].full():\n",
+ " _ = self.queue[idx].get()\n",
+ " if filter is not None:\n",
+ " point = filter(point)\n",
+ " if idx == 7: # temperature sensor\n",
+ " point = (point * 1000000.0 - 145300) / 490 + 25\n",
+ " point = int(point)\n",
+ "# if idx == 3:\n",
+ "# print(f\"point 4: {point}\")\n",
+ "# if idx == 4:\n",
+ "# print(f\"point 5: {point}\")\n",
+ " if idx == 6:\n",
+ " print(f\"test 7: {point * 2400}\")\n",
+ " self.queue[idx].put(point)\n",
+ " disp_list.append([point])\n",
+ "# disp_list.reverse()\n",
+ " self.pp.update(disp_list)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "id": "85be117c",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def filter_24(value):\n",
+ " return (value * 4.5) / (2**23 - 1) # 23 because 1 bit is lost for sign"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "id": "e2dd2149",
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "def filter_2scomplement(value):\n",
+ " if (value & (1 << 23)) != 0:\n",
+ " value = value - (1 << 24)\n",
+ " return filter_24(value)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "id": "751a6f32",
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "4.5"
+ ]
+ },
+ "execution_count": 7,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "filter_2scomplement(8388607)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "id": "adde20fd",
+ "metadata": {
+ "scrolled": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "EEG Frontend responsive\n",
+ "Configuring EEG Frontend\n",
+ "EEG Frontend configured\n",
+ "Ready for data\n"
+ ]
+ },
+ {
+ "data": {
+ "text/html": [
+ ""
+ ],
+ "text/plain": [
+ ""
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ },
+ {
+ "data": {
+ "application/javascript": [
+ "window.appendLearningCurve([{\"x\": 2639.0, \"y\": {\"channel#1\": {\"line-1\": 2.4943988912581077}, \"channel#2\": {\"line-1\": 2.4924044003968717}, \"channel#3\": {\"line-1\": 0.8284824286082302}, \"channel#4\": {\"line-1\": 0.8306308782852743}, \"channel#5\": {\"line-1\": 2.4908181417963675}, \"channel#6\": {\"line-1\": 2.4914527525249426}, \"channel#7\": {\"line-1\": -0.002324939051263219}, \"channel#8\": {\"line-1\": 38.0}}}]);"
+ ],
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+ },
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+ {
+ "name": "stdout",
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+ "text": [
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+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
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+ "test 7: 3.410482813177444\n",
+ "test 7: 3.4091953526968184\n",
+ "test 7: -5.581141183512352\n",
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+ "test 7: -5.581141183512352\n",
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+ "test 7: -5.579853723031726\n",
+ "test 7: -5.579853723031726\n"
+ ]
+ },
+ {
+ "ename": "KeyboardInterrupt",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
+ "\u001b[0;32m/tmp/ipykernel_3913/1416209554.py\u001b[0m in \u001b[0;36m\u001b[0;34m\u001b[0m\n\u001b[1;32m 49\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 50\u001b[0m \u001b[0;31m# Wait until reading is fully ompleted\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 51\u001b[0;31m \u001b[0;32mwhile\u001b[0m \u001b[0mfrontend\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_ready\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 52\u001b[0m \u001b[0;32mpass\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 53\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m~/portiloop-prog/frontend.py\u001b[0m in \u001b[0;36mis_ready\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 105\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 106\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mis_ready\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 107\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdrdy\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 109\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mclose\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;32m~/.local/lib/python3.7/site-packages/periphery/gpio.py\u001b[0m in \u001b[0;36mread\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 681\u001b[0m \u001b[0;32mraise\u001b[0m \u001b[0mGPIOError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0merrno\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;34m\"Getting line value: \"\u001b[0m \u001b[0;34m+\u001b[0m \u001b[0me\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mstrerror\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 682\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 683\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0mbool\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mdata\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mvalues\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;36m0\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 684\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 685\u001b[0m \u001b[0;32mdef\u001b[0m \u001b[0mwrite\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mvalue\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "try:\n",
+ " data = frontend.read_regs(0x00, 1)\n",
+ " assert data == [0x3E], \"Wrong output\"\n",
+ " print(\"EEG Frontend responsive\")\n",
+ " leds.led2(Color.BLUE)\n",
+ "\n",
+ " print(\"Configuring EEG Frontend\")\n",
+ " frontend.write_regs(0x00, FRONTEND_CONFIG)\n",
+ " #config = DEFAULT_FRONTEND_CONFIG[:]\n",
+ " #config[0x02] = 0xD0 # Activate test signals\n",
+ " #config[0x03] = 0xE0 # Power-up reference buffer\n",
+ " #for i in range(0x05, 0x0D):\n",
+ " # config[i] = 0x05 # Channel active, 1 gain, no SRB2 & Test signal\n",
+ " #frontend.write_regs(0x00, config)\n",
+ " data = frontend.read_regs(0x00, len(FRONTEND_CONFIG))\n",
+ " assert data == FRONTEND_CONFIG, f\"Wrong config: {data} vs {FRONTEND_CONFIG}\"\n",
+ " frontend.start()\n",
+ " print(\"EEG Frontend configured\")\n",
+ " leds.led2(Color.PURPLE)\n",
+ " while not frontend.is_ready():\n",
+ " pass\n",
+ " print(\"Ready for data\")\n",
+ "\n",
+ " # Set up of leds\n",
+ " leds.aquisition(True)\n",
+ " sleep(0.5)\n",
+ " leds.aquisition(False)\n",
+ " sleep(0.5)\n",
+ " leds.aquisition(True)\n",
+ " \n",
+ " # Initialize Live Display for live visualisation of data \n",
+ " live_disp = LiveDisplay(window_len=500)\n",
+ "\n",
+ " START = datetime.now()\n",
+ " freq = 250\n",
+ " ts_len = 1 / freq\n",
+ " prev_ts = time.time()\n",
+ " \n",
+ " while True:\n",
+ " # Wait for frontend and for minimum time limit\n",
+ " while not frontend.is_ready() and not time.time() - prev_ts >= ts_len:\n",
+ " pass\n",
+ " prev_ts = time.time()\n",
+ " \n",
+ " # Read values and display\n",
+ " values = frontend.read()\n",
+ " live_disp.add_datapoint(values.channels(), filter=filter_2scomplement)\n",
+ "# print(type(values.channels()))\n",
+ " \n",
+ " # Wait until reading is fully ompleted\n",
+ " while frontend.is_ready():\n",
+ " pass\n",
+ " \n",
+ " leds.aquisition(False)\n",
+ "\n",
+ "finally:\n",
+ " frontend.close()\n",
+ " leds.close()"
+ ]
+ }
+ ],
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