{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# <center> Sending and receiving a pulse demonstration\n",
    "\n",
    "### <center> In this demo you will send and receive a pulse in loopback to demonstrate control over the QICK. \n",
    "\n",
    "By modifying the <code> config </code> Python dictionary in the below notebook cell, you can change several variables:\n",
    "* The pulse length <code> length </code> in FPGA clock ticks (1 clock tick = 2.6 ns).\n",
    "* The readout buffer length <code> readout_length </code> in FPGA clock ticks.\n",
    "* The pulse envelope shape <code> pulse_style </code> (either <code> const </code> or <code> flat_top </code> or <code> arb </code>)\n",
    "* The pulse amplitude <code> pulse_gain </code> in DAC units.\n",
    "* The pulse frequency <code> pulse_freq </code> in MHz.\n",
    "* The readout \"time of flight\" <code> adc_trig_offset </code> in FPGA clock ticks.\n",
    "* The number of times you average the read <code> soft_avgs </code>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    }
   ],
   "source": [
    "# Import the QICK drivers and auxiliary libraries\n",
    "from qick import *\n",
    "from qick.helpers import gauss\n",
    "import time\n",
    "%pylab inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[True, True, True] [True]\n",
      "\n",
      "QICK configuration:\n",
      "\n",
      "\tBoard: ZCU216\n",
      "\n",
      "\tGlobal clocks (MHz): tProcessor 349.997, RF reference 245.760\n",
      "\n",
      "\t7 signal generator channels:\n",
      "\t0:\taxis_sg_int4_v1 - tProc output 0, switch ch 0, maxlen 4096\n",
      "\t\tDAC tile 2, ch 0, 16-bit DDS, fabric=430.080 MHz, fs=1720.320 MHz\n",
      "\t1:\taxis_sg_int4_v1 - tProc output 1, switch ch 1, maxlen 4096\n",
      "\t\tDAC tile 2, ch 1, 16-bit DDS, fabric=430.080 MHz, fs=1720.320 MHz\n",
      "\t2:\taxis_sg_int4_v1 - tProc output 2, switch ch 2, maxlen 4096\n",
      "\t\tDAC tile 2, ch 2, 16-bit DDS, fabric=430.080 MHz, fs=1720.320 MHz\n",
      "\t3:\taxis_sg_int4_v1 - tProc output 3, switch ch 3, maxlen 4096\n",
      "\t\tDAC tile 2, ch 3, 16-bit DDS, fabric=430.080 MHz, fs=1720.320 MHz\n",
      "\t4:\taxis_signal_gen_v5 - tProc output 4, switch ch 4, maxlen 65536\n",
      "\t\tDAC tile 3, ch 0, 32-bit DDS, fabric=599.040 MHz, fs=9584.640 MHz\n",
      "\t5:\taxis_signal_gen_v5 - tProc output 5, switch ch 5, maxlen 65536\n",
      "\t\tDAC tile 3, ch 1, 32-bit DDS, fabric=599.040 MHz, fs=9584.640 MHz\n",
      "\t6:\taxis_signal_gen_v5 - tProc output 6, switch ch 6, maxlen 65536\n",
      "\t\tDAC tile 3, ch 2, 32-bit DDS, fabric=599.040 MHz, fs=9584.640 MHz\n",
      "\n",
      "\t4 constant-IQ outputs:\n",
      "\t0:\tDAC tile 1, ch 0, fs=6881.280 MHz\n",
      "\t1:\tDAC tile 1, ch 1, fs=6881.280 MHz\n",
      "\t2:\tDAC tile 1, ch 2, fs=6881.280 MHz\n",
      "\t3:\tDAC tile 1, ch 3, fs=6881.280 MHz\n",
      "\n",
      "\t4 readout channels:\n",
      "\t0:\tADC tile 2, ch 0, 32-bit DDS, fabric=307.200 MHz, fs=2457.600 MHz\n",
      "\t\tmaxlen 1024 (avg) 1024 (decimated), trigger 4, tProc input 0\n",
      "\t1:\tADC tile 2, ch 1, 32-bit DDS, fabric=307.200 MHz, fs=2457.600 MHz\n",
      "\t\tmaxlen 1024 (avg) 1024 (decimated), trigger 5, tProc input 1\n",
      "\t2:\tADC tile 2, ch 2, 32-bit DDS, fabric=307.200 MHz, fs=2457.600 MHz\n",
      "\t\tmaxlen 1024 (avg) 1024 (decimated), trigger 6, tProc input 2\n",
      "\t3:\tADC tile 2, ch 3, 32-bit DDS, fabric=307.200 MHz, fs=2457.600 MHz\n",
      "\t\tmaxlen 1024 (avg) 1024 (decimated), trigger 7, tProc input 3\n",
      "\n",
      "\ttProc: 65536 words program memory, 1024 words data memory\n",
      "\t\tprogram RAM: 8192 bytes\n"
     ]
    }
   ],
   "source": [
    "# Load bitstream with custom overlay\n",
    "# soc = QickSoc()\n",
    "# soc = QickSoc(bitfile=\"../q3diamond/q3diamond.bit\", force_init_clks=True)\n",
    "soc = QickSoc(bitfile=\"qick-amo.bit\")\n",
    "# soc = QickSoc(bitfile=\"q3diamond.bit\",force_init_clks=True)\n",
    "dac_locked = [soc.rf.dac_tiles[iTile].PLLLockStatus==2 for iTile in soc.dac_tiles]\n",
    "adc_locked = [soc.rf.adc_tiles[iTile].PLLLockStatus==2 for iTile in soc.adc_tiles]\n",
    "print(dac_locked, adc_locked)\n",
    "\n",
    "# Since we're running locally on the QICK, we don't need a separate QickConfig object.\n",
    "# If running remotely, you could generate a QickConfig from the QickSoc:\n",
    "#     soccfg = QickConfig(soc.get_cfg())\n",
    "# or save the config to file, and load it later:\n",
    "#     with open(\"qick_config.json\", \"w\") as f:\n",
    "#         f.write(soc.dump_cfg())\n",
    "#     soccfg = QickConfig(\"qick_config.json\")\n",
    "soccfg = soc\n",
    "print(soccfg)\n"
   ]
  },
  {
   "attachments": {
    "qick-amo.JPG": {
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    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "![qick-amo.JPG](attachment:qick-amo.JPG)"
   ]
  },
  {
   "attachments": {
    "image-2.png": {
     "image/png": 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"
    },
    "image-3.png": {
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"
    },
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"
    }
   },
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Waveform signal generators (signal_gen, sg_int4)\n",
    "In these demos you can set res_ch to any signal generator that supports waveforms - either a signal_gen or an sg_int4.\n",
    "If you use an sg_int4, you could also set the mixer_freq to a nonzero value.\n",
    "\n",
    "Note the following:\n",
    "* signal_gen_v5 has known problems with phase (it is not consistent shot-to-shot), and the generator always exhibits stdysel=\"last\" behavior (i.e. the last clock's worth of waveform repeats forever, giving you a DC offset plus some RF - probably not what you want, this is normally only visible with the \"const\" pulse style).\n",
    "![image-3.png](attachment:image-3.png)\n",
    "* Both signal_gen_v5 and sg_int4 seem to have glitches between flat_top pulse segments. With signal_gen_v5 these glitches are rare (1/100 shots?), and when this happens one segment has an entirely different phase from the next. With sg_int4 the glitches are always present, but only the samples at the segment boundaries are affected - maybe this is because the interpolation is rounding the envelopes off at the ends.\n",
    "\n",
    "sg_int4:\n",
    "![image.png](attachment:image.png)\n",
    "\n",
    "signal_gen_v5:\n",
    "![image-2.png](attachment:image-2.png)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<qick.qick.AxisSgInt4V1 object at 0xffff69ba9190>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff69ba9280>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff69ba9d60>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff69ba95b0>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSignalGen object at 0xffff69ba9880>\n",
      "<qick.qick.AxisSignalGen object at 0xffff69ba90a0>\n",
      "<qick.qick.AxisSignalGen object at 0xffff69ba9760>\n"
     ]
    }
   ],
   "source": [
    "for gen in soc.gens:\n",
    "    print(gen)\n",
    "    if gen.HAS_MIXER:\n",
    "        print(gen.get_mixer_freq())\n",
    "    if hasattr(gen, 'get_freq'):\n",
    "        print([gen.get_freq(i) for i in range(4)])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 187,
   "metadata": {},
   "outputs": [],
   "source": [
    "class LoopbackProgram(AveragerProgram):\n",
    "    def __init__(self,soccfg,cfg):\n",
    "        super().__init__(soccfg,cfg)\n",
    "\n",
    "    def initialize(self):\n",
    "        cfg=self.cfg   \n",
    "        res_ch = cfg[\"res_ch\"]\n",
    "#         r_freq=self.sreg(cfg[\"res_ch\"], \"freq\")   #Get frequency register for res_ch\n",
    "        self.declare_gen(ch=res_ch, nqz=1, mixer_freq=cfg[\"mixer_freq\"], ro_ch=cfg[\"ro_chs\"][0])\n",
    "\n",
    "        #configure the readout lengths and downconversion frequencies\n",
    "        for ro_ch in cfg[\"ro_chs\"]:\n",
    "            self.declare_readout(ch=ro_ch, freq=cfg[\"demod_freq\"], length=cfg[\"readout_length\"], gen_ch=cfg[\"res_ch\"])\n",
    "        \n",
    "        style=self.cfg[\"pulse_style\"]\n",
    "        freq=self.freq2reg(cfg[\"pulse_freq\"],gen_ch=res_ch, ro_ch=cfg[\"ro_chs\"][0])  # convert frequency to dac frequency (ensuring it is an available adc frequency)\n",
    "        #print(\"generator freq:\", self.reg2freq(freq, gen_ch=res_ch))\n",
    "        \n",
    "        if style in [\"flat_top\",\"arb\"]:\n",
    "            sigma = cfg[\"sigma\"]\n",
    "            nsigma = 5\n",
    "            samples_per_clock = self.soccfg['gens'][res_ch]['samps_per_clk']\n",
    "            idata = helpers.gauss(mu=sigma*samples_per_clock*nsigma/2,\n",
    "                                  si=sigma*samples_per_clock,\n",
    "                                  length=sigma*samples_per_clock*nsigma,\n",
    "                                  maxv=np.iinfo(np.int16).max-1)\n",
    "            self.add_pulse(ch=res_ch, name=\"measure\", idata=idata) \n",
    "            \n",
    "        if style == \"const\":\n",
    "            self.set_pulse_registers(ch=res_ch, style=style, freq=freq, phase=0, gain=cfg[\"pulse_gain\"], length=cfg[\"length\"])\n",
    "        elif style == \"flat_top\":\n",
    "            self.set_pulse_registers(ch=res_ch, style=style, freq=freq, phase=0, gain=cfg[\"pulse_gain\"], waveform=\"measure\", length=cfg[\"length\"])\n",
    "        elif style == \"arb\":\n",
    "            self.set_pulse_registers(ch=res_ch, style=style, freq=freq, phase=0, gain=cfg[\"pulse_gain\"], waveform=\"measure\")\n",
    "        \n",
    "        self.synci(200)  # give processor some time to configure pulses\n",
    "    \n",
    "    def body(self):\n",
    "        self.synci(200) # give processor time to get ahead of the pulses\n",
    "        self.trigger(adcs=self.ro_chs,pins=[0],adc_trig_offset=self.cfg[\"adc_trig_offset\"])  # trigger the adc acquisition\n",
    "        self.pulse(ch=self.cfg[\"res_ch\"]) # play readout pulse\n",
    "        # control should wait until the readout is over\n",
    "        self.waiti(0, self.cfg[\"adc_trig_offset\"]+self.cfg[\"readout_length\"]) \n",
    "        self.sync_all(self.us2cycles(self.cfg[\"relax_delay\"]))  # sync all channels\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Send/receive a pulse with <code> pulse_style </code> = <code> arb </code>"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 188,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "baf6c79a2cdd497aa08d4fc3149b6cb6",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/10 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "config={\"res_ch\":0, # --Fixed\n",
    "        \"mixer_freq\":0.0, # MHz\n",
    "        \"ro_chs\":[2], # --Fixed\n",
    "        \"reps\":1, # --Fixed\n",
    "        \"relax_delay\":1, # --Fixed\n",
    "        \"res_phase\":0, # --Fixed\n",
    "        \"pulse_style\": \"arb\", # --Fixed\n",
    "        \n",
    "        \"sigma\": 30, # [Clock ticks]\n",
    "        # Try varying sigma from 10-50 clock ticks\n",
    "        \n",
    "        \"readout_length\":200, # [Clock ticks]\n",
    "        # Try varying readout_length from 50-1000 clock ticks\n",
    "\n",
    "        \"pulse_gain\":5000, # [DAC units]\n",
    "        # Try varying pulse_gain from 500 to 30000 DAC units\n",
    "\n",
    "        \"pulse_freq\": 100, # [MHz]\n",
    "        \"demod_freq\": 100, # [MHz]\n",
    "        # In this program the signal is up and downconverted digitally so you won't see any frequency\n",
    "        # components in the I/Q traces below. But since the signal gain depends on frequency, \n",
    "        # if you lower pulse_freq you will see an increased gain.\n",
    "\n",
    "        \"adc_trig_offset\": 100, # [Clock ticks]\n",
    "        # Try varying adc_trig_offset from 100 to 220 clock ticks\n",
    "\n",
    "        \"soft_avgs\":10\n",
    "        # Try varying soft_avgs from 1 to 200 averages\n",
    "\n",
    "       }\n",
    "\n",
    "prog =LoopbackProgram(soccfg, config)\n",
    "soc.reset_gens() # clear any DC or periodic values on generators\n",
    "iq_list = prog.acquire_decimated(soc, load_pulses=True, progress=True, debug=False)\n",
    "# print(prog)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xffff69badf40>"
      ]
     },
     "execution_count": 189,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results.\n",
    "plt.figure(1)\n",
    "for ii, iq in enumerate(iq_list):\n",
    "    plt.plot(iq[0], label=\"I value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plt.plot(iq[1], label=\"Q value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plt.plot(np.abs(iq[0]+1j*iq[1]), label=\"mag, ADC %d\"%(config['ro_chs'][ii]))\n",
    "plt.ylabel(\"a.u.\")\n",
    "plt.xlabel(\"Clock ticks\")\n",
    "plt.title(\"Averages = \" + str(config[\"soft_avgs\"]))\n",
    "plt.legend()\n",
    "# plt.savefig(\"images/Send_recieve_pulse_const.pdf\", dpi=350)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Demodulate at a different frequency (e.g. DC)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 190,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "6b3d70a9a0f0425e9d1449f5b68faca0",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/1 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "config={\"res_ch\":0, # --Fixed\n",
    "        \"mixer_freq\":0.0, # MHz\n",
    "        \"ro_chs\":[2], # --Fixed\n",
    "        \"reps\":1, # --Fixed\n",
    "        \"relax_delay\":1, # --Fixed\n",
    "        \"res_phase\":0, # --Fixed\n",
    "        \"pulse_style\": \"arb\", # --Fixed\n",
    "        \n",
    "        \"sigma\": 100, # [Clock ticks]\n",
    "        # Try varying sigma from 10-50 clock ticks\n",
    "        \n",
    "        \"readout_length\":1000, # [Clock ticks]\n",
    "        # Try varying readout_length from 50-1000 clock ticks\n",
    "\n",
    "        \"pulse_gain\":5000, # [DAC units]\n",
    "        # Try varying pulse_gain from 500 to 30000 DAC units\n",
    "\n",
    "        \"pulse_freq\": 10, # [MHz]\n",
    "        \"demod_freq\": 0, # [MHz]\n",
    "        # In this program the signal is up and downconverted digitally so you won't see any frequency\n",
    "        # components in the I/Q traces below. But since the signal gain depends on frequency, \n",
    "        # if you lower pulse_freq you will see an increased gain.\n",
    "\n",
    "        \"adc_trig_offset\": 100, # [Clock ticks]\n",
    "        # Try varying adc_trig_offset from 100 to 220 clock ticks\n",
    "\n",
    "        \"soft_avgs\":1\n",
    "        # Try varying soft_avgs from 1 to 200 averages\n",
    "\n",
    "       }\n",
    "\n",
    "prog =LoopbackProgram(soccfg, config)\n",
    "soc.reset_gens() # clear any DC or periodic values on generators\n",
    "iq_list = prog.acquire_decimated(soc, load_pulses=True, progress=True, debug=False)\n",
    "# print(prog)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 191,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0xffff69c32c70>"
      ]
     },
     "execution_count": 191,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results.\n",
    "plt.figure(1)\n",
    "for ii, iq in enumerate(iq_list):\n",
    "    plt.plot(iq[0], label=\"I value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plt.plot(iq[1], label=\"Q value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    #plt.plot(np.abs(iq[0]+1j*iq[1]), label=\"mag, ADC %d\"%(config['ro_chs'][ii]))\n",
    "plt.ylabel(\"a.u.\")\n",
    "plt.xlabel(\"Clock ticks\")\n",
    "plt.title(\"Averages = \" + str(config[\"soft_avgs\"]))\n",
    "plt.legend()\n",
    "# plt.savefig(\"images/Send_recieve_pulse_const.pdf\", dpi=350)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 192,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "peaks (MHz): [-9.830399999999992, 0.0, 9.830400000000008]\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import scipy as sp\n",
    "from scipy import fft, ifft, fftpack\n",
    "\n",
    "#####################\n",
    "### Plot spectrum ###\n",
    "#####################\n",
    "ch =2 # ADC sample rate\n",
    "readout = soc.readouts[ch]\n",
    "fs = soc.adcs[readout.adc]['fs']/8\n",
    "#print(fs)\n",
    "x = iq[0] + 1j*iq[1]\n",
    "w = sp.hanning(len(x))\n",
    "xw = x*w\n",
    "Y = sp.fftpack.fftshift(sp.fft(xw))\n",
    "F = (np.arange(len(Y))/len(Y)-0.5)*fs\n",
    "plt.plot(F,20*np.log10(abs(Y)/np.max(abs(Y))))\n",
    "\n",
    "from scipy.signal import find_peaks\n",
    "peaks, _ = find_peaks(20*np.log10(abs(Y)/np.max(abs(Y))), height=-20)\n",
    "print(\"peaks (MHz):\", [F[x] for x in peaks])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Change the constant I/Q channel parameters"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting IQ 2:\n",
      "-> DAC sampling frequency: 6881.280000\n",
      "-> DAC output frequency: 1234.000000\n",
      "-> DAC nyquist zone: 1\n"
     ]
    }
   ],
   "source": [
    "#########################\n",
    "### Always On Outputs ###\n",
    "#########################\n",
    "# A complex IQ constant is connected to these DACs.\n",
    "# The amplitude of the output wave can be controlled by this constant.\n",
    "# The frequency is controlled with the internal NCO of the DAC.\n",
    "# NCO's frequency and Nyquist Zone are controlled with the mixer object.\n",
    "#\n",
    "# DACs are 0,1,2,3, tile 229.\n",
    "# Sampling frequency is the same than Tile 230.\n",
    "\n",
    "# Channel, gain, frequency and nyquist zone.\n",
    "ch = 2\n",
    "f = 1234\n",
    "nq = 1\n",
    "i=1\n",
    "q=0\n",
    "\n",
    "iq = soc.iqs[ch]\n",
    "soc.set_iq(ch,f,i,q)\n",
    "soc.set_nyquist(ch,nq)\n",
    "\n",
    "print(\"Setting IQ %d:\" %(ch))\n",
    "print(\"-> DAC sampling frequency: %f\" %(iq.fs))\n",
    "print(\"-> DAC output frequency: %f\" %(f))\n",
    "print(\"-> DAC nyquist zone: %d\" %(nq))\n",
    "\n",
    "###  Verify this on the scope!"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Demonstration of the external trigger (see Qick_AMO_Demo_ExtTrig)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.2"
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