{
 "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": 21,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Populating the interactive namespace from numpy and matplotlib\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/usr/local/share/pynq-venv/lib/python3.8/site-packages/IPython/core/magics/pylab.py:159: UserWarning: pylab import has clobbered these variables: ['plot']\n",
      "`%matplotlib` prevents importing * from pylab and numpy\n",
      "  warn(\"pylab import has clobbered these variables: %s\"  % clobbered +\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": 22,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "resetting clocks: 245.76 491.52\n",
      "[True, 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_sg_mux4_v1 - tProc output 6, switch ch -1, maxlen 0\n",
      "\t\tDAC tile 0, ch 0, 16-bit DDS, fabric=430.080 MHz, fs=1720.320 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, 35-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 0, 35-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 0, 35-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 0, 35-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=\"q3diamond.bit\", force_init_clks=True)\n",
    "soc = QickSoc(bitfile=\"q3diamond.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"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### misc\n",
    "you don't have to run these three cells, they are just to demonstrate ways of directly accessing the readout and gen objects."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<qick.qick.AxisSgInt4V1 object at 0xffff8d681790>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff8d6817f0>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff8d681730>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSgInt4V1 object at 0xffff8d681640>\n",
      "500.0000000000094\n",
      "<qick.qick.AxisSignalGen object at 0xffff8d681b80>\n",
      "<qick.qick.AxisSignalGen object at 0xffff8d6817c0>\n",
      "<qick.qick.AxisSgMux4V1 object at 0xffff8d681520>\n",
      "500.0000000000094\n",
      "[0.0, 0.0, 0.0, 0.0]\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": "markdown",
   "metadata": {},
   "source": [
    "for ro in soc.readouts:\n",
    "    print(ro.get_freq())"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "for iq in soc.iqs:\n",
    "    iq.set_iq(0,0)\n",
    "    iq.set_mixer_freq(0)"
   ]
  },
  {
   "attachments": {
    "image-2.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": "markdown",
   "metadata": {},
   "source": [
    "### sg_mux4\n",
    "This will work on both old (four non-PFB readouts) and new (one PFB readout) firmwares.\n",
    "With the old firmware, you'll need a splitter to wire the gen to all the readouts."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "76c47a2cd4804898bcec8c63a38940f8",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "  0%|          | 0/100 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "class MuxProgram(AveragerProgram):\n",
    "    def __init__(self,soccfg,cfg):\n",
    "        super().__init__(soccfg,cfg)\n",
    "\n",
    "    def initialize(self):\n",
    "        cfg=self.cfg   \n",
    "        self.declare_gen(ch=cfg[\"res_ch\"], nqz=1, mixer_freq=cfg[\"mixer_freq\"], mux_freqs=cfg[\"pulse_freqs\"], ro_ch=cfg[\"ro_chs\"][0])\n",
    "        for iCh, ch in enumerate(cfg[\"ro_chs\"]): #configure the readout lengths and downconversion frequencies\n",
    "            self.declare_readout(ch=ch, freq=cfg[\"pulse_freqs\"][iCh], length=cfg[\"readout_length\"], gen_ch=cfg[\"res_ch\"])\n",
    "\n",
    "        self.set_pulse_registers(ch=cfg[\"res_ch\"], style=\"const\", length=cfg[\"length\"], mask=[0,1,2,3])\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\"],t=0)\n",
    "\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",
    "\n",
    "config={\"res_ch\":6, # --Fixed\n",
    "        \"mixer_freq\":10.0, # MHz\n",
    "        \"ro_chs\":[0,1,2,3], # --Fixed\n",
    "        \"reps\":1, # --Fixed\n",
    "        \"relax_delay\":10, # --Fixed\n",
    "        \"pulse_style\": \"const\", # --Fixed\n",
    "        \n",
    "        \"length\":200, # [Clock ticks]\n",
    "        # Try varying length from 10-100 clock ticks\n",
    "        \n",
    "        \"readout_length\":500, # [Clock ticks]\n",
    "        # Try varying readout_length from 50-1000 clock ticks\n",
    "\n",
    "        \"pulse_freqs\": [100, 300, 500, 700], # [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\": 50, # [Clock ticks]\n",
    "        # Try varying adc_trig_offset from 100 to 220 clock ticks\n",
    "\n",
    "        \"soft_avgs\":100\n",
    "        # Try varying soft_avgs from 1 to 200 averages\n",
    "       }\n",
    "\n",
    "###################\n",
    "# Try it yourself !\n",
    "###################\n",
    "\n",
    "prog =MuxProgram(soccfg, config)\n",
    "iq_list = prog.acquire_decimated(soc, load_pulses=True, progress=True, debug=False)\n",
    "# print(prog)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x720 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot results.\n",
    "fig, axs = plt.subplots(4,1,figsize=(10,10))\n",
    "\n",
    "for ii, iq in enumerate(iq_list):\n",
    "    plot = axs[ii]\n",
    "    plot.plot(iq[0], label=\"I value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plot.plot(iq[1], label=\"Q value, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plot.plot(np.abs(iq[0]+1j*iq[1]), label=\"mag, ADC %d\"%(config['ro_chs'][ii]))\n",
    "    plot.set_ylabel(\"a.u.\")\n",
    "    plot.set_ylim([-10000,10000])\n",
    "    plot.set_xlabel(\"Clock ticks\")\n",
    "    #plot.set_title(\"Averages = \" + str(config[\"soft_avgs\"]))\n",
    "    plot.legend()\n",
    "\n",
    "plt.tight_layout()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n",
    "\n"
   ]
  }
 ],
 "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"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
