{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "ff84bf2f-1be5-4d65-9914-c09fe8308d7b", "metadata": {}, "outputs": [], "source": [ "import math\n", "\n", "from matplotlib import pyplot as plt\n", "import numpy as np\n", "import scipy\n", "import scipy.signal as sig\n", "import RigolWFM.wfm as rigol\n", "%matplotlib inline" ] }, { "cell_type": "code", "execution_count": 104, "id": "3951cf00-6c4b-4749-9d35-444a9f94cc49", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "16384" ] }, "execution_count": 104, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "#wf = rigol.Wfm.from_file('barcode_test_varspeed.wfm', 'DS1054Z')\n", "wf = rigol.Wfm.from_file('barcode_test8.wfm', 'DS1054Z')\n", "data = wf.channels[0].volts\n", "\n", "downsampling = 500\n", "data = scipy.signal.decimate(data, downsampling, ftype='fir')\n", "off = 6000#wf = rigol.Wfm.from_file('barcode_test_varspeed.wfm', 'DS1054Z')\n", "wf = rigol.Wfm.from_file('barcode_test8.wfm', 'DS1054Z')\n", "data = wf.channels[0].volts\n", "\n", "downsampling = 500\n", "data = scipy.signal.decimate(data, downsampling, ftype='fir')\n", "off = 6000\n", "data = data[off:off+16384]\n", "td = wf.channels[0].seconds_per_point * downsampling\n", "times = np.linspace(0, len(data)*td, len(data))\n", "\n", "fig, ax = plt.subplots(figsize=(28, 6))\n", "ax.plot(times, data)\n", "ax.set_xlim([times[0], times[-1]])\n", "len(data)\n", "data = data[off:off+16384]\n", "td = wf.channels[0].seconds_per_point * downsampling\n", "times = np.linspace(0, len(data)*td, len(data))\n", "\n", "fig, ax = plt.subplots(figsize=(28, 6))\n", "ax.plot(times, data)\n", "ax.set_xlim([times[0], times[-1]])\n", "len(data)" ] }, { "cell_type": "code", "execution_count": 105, "id": "5b1bde6d-59c1-4ca6-ab06-dd150a6d719b", "metadata": {}, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(figsize=(28, 6))\n", "ax.plot(times, data)\n", "ax.set_xlim([times[0], times[-1]])\n", "\n", "state = '?'\n", "last = data[0]\n", "for t, v in zip(times, data):\n", " pass" ] }, { "cell_type": "code", "execution_count": 106, "id": "974be198-2a18-49dc-b0cf-71216748a924", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, axs = plt.subplots(14, 1, figsize=(28, 18), sharex=True)\n", "axs[0].plot(times, data)\n", "axs[0].set_xlim([times[0], times[-1]])\n", "\n", "times_rem = times\n", "meanl, varl = data, np.zeros(len(data))\n", "while len(meanl) > 2:\n", " meann = (meanl[0::2] + meanl[1::2]) / 2\n", " varn = ( varl[0::2] + varl[1::2]) / 2 + ((meanl[0::2] - meann)**2 + (meanl[1::2] - meann)**2)/2\n", " meanl, varl = meann, varn\n", " times_rem = (times_rem[0::2] + times_rem[1::2])/2\n", " axs[1].plot(times_rem, meanl)\n", " tx = axs[1].twinx()\n", " tx.plot(times_rem, varl, color='orange')\n", " tx.set_ylim([0, 0.1])\n", " axs = axs[1:]" ] }, { "cell_type": "code", "execution_count": 119, "id": "0f0832ae-fcfd-40f2-893b-9543c5a2e432", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.0, 0.15)" ] }, "execution_count": 119, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "DECIMATION_ORDER = 7\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(28, 6), sharex=True)\n", "ax.plot(times, data)\n", "ax.set_xlim([times[0], times[-1]])\n", "\n", "times_rem = times\n", "meanl, varl = data, np.zeros(len(data))\n", "for _ in range(DECIMATION_ORDER):\n", " meann = (meanl[0::2] + meanl[1::2]) / 2\n", " varn = ( varl[0::2] + varl[1::2]) / 2 + ((meanl[0::2] - meann)**2 + (meanl[1::2] - meann)**2)/2\n", " meanl, varl = meann, varn\n", " times_rem = (times_rem[0::2] + times_rem[1::2])/2\n", " \n", "ax.plot(times_rem, meanl)\n", "tx = ax.twinx()\n", "tx.plot(times_rem, varl, color='red')\n", "tx.set_ylim([0, 0.15])" ] }, { "cell_type": "code", "execution_count": 120, "id": "d60a27ab-35d6-4014-be81-764d75d2ff23", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Runs:\n", "power= 0.0354 39-39 (len 1) (109824.000s-109824.000)\n", "power= 1.14 41-46 (len 6) (115456.000s-129536.000)\n", "(16384,) (16384,)\n" ] }, { "data": { "text/plain": [ "(0.25601563167612784, 0.30716875495829166)" ] }, "execution_count": 120, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "VARL_THRESH = 0.02\n", "\n", "runs = [] # list of tuples of (start, end) indices, start inclusive, end exclusive (like in python array slicing)\n", "start = None # inclusive index\n", "\n", "for i, v in enumerate(varl > VARL_THRESH):\n", " if v:\n", " if start is None:\n", " start = i\n", " else:\n", " if start is not None:\n", " end = i\n", " power = math.sqrt(np.mean(varl[start:end]**2)) * (end-start)\n", " runs.append((power, start, end))\n", " start = None\n", "\n", "runs = sorted(runs)\n", "dec_width = 2**DECIMATION_ORDER\n", "print('Runs:')\n", "for power, start, end in runs:\n", " start_s = start*dec_width*td\n", " end_s = (end-1)*dec_width*td\n", " print(f'power={power:9.3g} {start:>3d}-{end-1:<3d} (len {end-start}) ({start_s:5.3f}s-{end_s:5.3f})')\n", " \n", "power, start, end = runs[-1]\n", "power /= end-start\n", "start, end = start-1, end+1 # Add some guard zone to both indices to allow for misalignment / aliasing during variance downsampling\n", "start_sp, end_sp = start*dec_width, end*dec_width\n", "print(data.shape, times.shape)\n", "data_sel = data[start_sp:end_sp]\n", "times_sel = times[start_sp:end_sp]\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(28, 6), sharex=True)\n", "ax.plot(times_sel, data_sel)\n", "ax.plot(times_rem, meanl)\n", "tx = ax.twinx()\n", "tx.plot(times_rem, varl, color='red')\n", "ax.set_xlim([times_sel[0], times_sel[-1]])" ] }, { "cell_type": "code", "execution_count": 121, "id": "3a00d89b-e37a-4be7-936d-60152b536df1", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.25601563167612784, 0.30716875495829166)" ] }, "execution_count": 121, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(1, 1, figsize=(28, 6), sharex=True)\n", "ax.plot((times_sel[:-1] + times_sel[1:])/2, (data_sel[1:] - data_sel[:-1]))\n", "ax.set_xlim([times_sel[0], times_sel[-1]])" ] }, { "cell_type": "code", "execution_count": 122, "id": "b4506ffd-fb42-4fa7-a836-c907778d8ae7", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "standard deviation = 0.43675554934930105\n", "Found 123 transitions\n" ] }, { "data": { "text/plain": [ "(0.23854078585574592, 0.3161430817581772)" ] }, "execution_count": 122, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "std = np.sqrt(power)\n", "print(f'standard deviation = {std}')\n", "th = std/2\n", "\n", "outval = []\n", "vrefout = []\n", "vthout = []\n", "start = 0\n", "val = False\n", "timestamps = []\n", "vref = data_sel[0] + th\n", "mins, maxs = [], []\n", "for i, v in enumerate(data_sel):\n", " if abs(vref - v) > th and ((v > vref and not val) or (v < vref and val)):\n", " for j in range(i-1, start, -1):\n", " d = data_sel[j] - vref\n", " if val and d < -th or not val and d > th:\n", " timestamps.append((j+1, val))\n", " break\n", " timestamps.append((i, None))\n", "\n", " if val:\n", " maxs.append(vref)\n", " else:\n", " mins.append(vref)\n", " \n", " vref = (v - .9*th) if val else (v + .9*th)\n", " val = not val\n", " elif val and v > vref:\n", " vref = v\n", " elif not val and v < vref:\n", " vref = v\n", " outval.append(val)\n", " vrefout.append(vref)\n", " vthout.append((vref - th) if val else (vref + th))\n", "\n", "timestamps = timestamps[1:-1]\n", "print(f'Found {len(timestamps)} transitions')\n", "#for ts, val in timestamps:\n", "# print(ts, val)\n", "\n", "fig, axs = plt.subplots(3, 1, figsize=(28, 16), sharex=True)\n", "ax = axs[0]\n", "ax.twinx().plot(times_sel, np.array(outval).astype(int), color='red', alpha=0.3)\n", "ax.plot(times_sel, vrefout)\n", "ax.plot(times_sel, vthout)\n", "ax.plot(times_sel, data_sel)\n", "ax.grid()\n", "\n", "ax = axs[1]\n", "for (prev_ts, prev_val), (next_ts, next_val) in zip(timestamps[:-1], timestamps[1:]):\n", " if prev_val is not None:\n", " col = 'green' if prev_val else 'red'\n", " ax.axvspan(times_sel[prev_ts], times_sel[(next_ts-1)], color=col, alpha=0.5)\n", "ax.plot(times_sel, data_sel)\n", "ax.set_xlim([times_sel[200], times_sel[-200]])\n", "ax.grid()\n", "ax = axs[2]\n", "slopes = []\n", "slope_times = []\n", "bar_widths = []\n", "bar_vals = []\n", "slope_widths = []\n", "for (prev_ts, prev_val), (next_ts, next_val) in zip(timestamps[:-1], timestamps[1:]):\n", " #print(prev_ts, prev_val, next_ts, next_val)\n", " td = next_ts - prev_ts\n", " \n", " if prev_val is None:\n", " vd = abs(data_sel[next_ts] - data_sel[prev_ts])\n", " slope_times.append((times_sel[prev_ts] + times_sel[next_ts])/2)\n", " if td > 0:\n", " slopes.append(vd/td)\n", " #slopes.append(1/td)\n", " else:\n", " slopes.append(abs(data_sel[prev_ts-1] - data_sel[prev_ts+1])/2)\n", " slope_widths.append(td)\n", " \n", " else:\n", " bar_widths.append(td)\n", " bar_vals.append(prev_val)\n", "\n", "slope_widths[-1] = slope_widths[-2] # compensate for last slope usually being way long\n", "ax.plot(slope_times, slopes)\n", "ax.grid()\n", "#ax.set_xlim([slope_times[0], slope_times[-1]])\n", "ax.set_xlim([slope_times[0] - .02, slope_times[-1] + .02])\n", "#ax.set_xlim([times_sel[-1300], times_sel[-700]])\n", "#ax.set_xlim([slope_times[0], slope_times[0]+(slope_times[1]-slope_times[0])*5])" ] }, { "cell_type": "code", "execution_count": 123, "id": "9369a77d-47e0-4b65-b1e1-8c3e6fc3fdcf", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0.9553552758882811\n" ] }, { "data": { "image/png": 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gY6Nly+M6JzvcDKrFH9IXwFe/pzOTtv5Z3xnml8VlmkHJLtBe+tYntNceiA2/15/hmjMSN7d4M+N87ay98WOtX5XiGEMfCr3H4e1f6vS+qiWxO+7yj+limbX3+38+lXPnQ0EEzvqszhgJJUvByiqZF0QSNitXa9VsfyZwWKhtj45pBwvbWBTX6uyX9b8LL9QUCZv/qD9HlaeGt5/l1Tdv1LITGdm6QCqZLLtZe+uBqnfb9ujP8LKPpudneCwu/Q/9/f3VRfDQdbD/H8meUUCMoQ+Ft3+pGy+8JwaxeV8KJmuDtfFh/7G+TY/qNMUlN578XLqw6P1aUvbtXwQfu/1pre8SSvrdguv1ekmgBdStTwASPGzjy+mf0iGhYMVJ0dC6SxvqxRG+p0tu1Bel1p06e8u3oCwZ1J6pM4I2/N7/8xseSh8Bs3CpOAXu3KRVOI9sgQeu0BLRe16OXd/fGGEMfTB62nXYZv61WsIg1tR9St8xWNWbFh6PLpKaeWHq586PRWa2Xizc939jVxQ6W7QoV7CwjcWsi3TueKDwzbYndWVtYVXoc515kV7wjGel7OY/6ou3P8mDUMjIgou+pRePz45Bx61oGRY6e+tkoTP3oK7/OOUy3RxkPJJTCOf+M3xhC1z+A73G8/ANcN979B1niqRgGkMfjLd/oW9NL4hRbH40M87X8cu1ozI+9r8BnYfSJ3d+LE67RS/avX1X4DE7/wqok6thA5Fp12N3Pnvy3VDLDl1ZG24qn82mL7wH345PmbvHo4ukZl0UneFb/AH4yr7wLmLxZOmHtde+cZRXv+clrQeVrpWw4ZCVqx2az2/QXcL6u3TzmLvPgk1/jEwXKIYYQz8WrmM6PXDBdTBpfnxeQ0SHDBrXQPPmke1W7vypaZQ7H4i8Uu31bflT4Grg7c9ob3rSgtCPu/AGfRHe8+KJ27c+ob3mSNq/Lf2wztMffeGNBQff0hfvSMM2qUrBZJjzXu29+xq0Db/XAmZz3pu8uSWaTLtee7tjDdzwG/05fHIV/OI0rdOUJIyhH4u3fqYrGGOVaROIJTfpbk+Wcenr0vHqhddrT2E8cOandTXw6ntPfq6nXd/BzLsmvAW76edpzRXf8I1SOmwz/dzI4td5pXpdYdMfdZaVL0P90LRRV/w+9xUdj/3vGrj7HO0QBKsC3vxHXTR06hXhzyvVWXazTqW1hM66j+o00KU3pZ+AWSzIyNSfo9v/ATc+ovPui2qTNp1x0kE6DjhbtXjZovePaJjHi9xiXRC1+U/w3n/XRj4VdOdjSelMnbW09n6dOeIrvrXreV1OH64HnpGpF1s3/F5rEGUXaH33Y3vgrChyy0+/VR/z1e/r9ZEjW/RP2y49T9DpnZMW6ruKpg3w/Fd0Wfz89+lUzdozT7xoDfbBtqf1GoQ9P/K5pSq+QmdzV+qCMOWGpWkueRAtNttI17ckEtTQi0gOuvVftnf840qpb48a8x50Z6kG76YnLN16EVkJ/C+QAfxaKfW9WE0+rrz8bd0U+AK/fdBjT92ntHHZ/EcdekjX3PmxOPvzOqNlw+/hTJ+eNduf1t5OJIVoC2+ANb+CXX/TseutT+h4cbAUzbGYskxr7bzjXVMoqNKVvnNX6t+TF+tevL7FTk0bdWrm5j9pI1c+VxdhLblJ3yXs/pvO3Aq32Xe6YAmdvXO3Xlhf/5DWEEpXAbNxRigefT9wkVLKKSJZ6I5Rzyul3hk17g2l1FW+G0QkA7gLeC/QCKwRkWeUUhH2g0sQDa/rlMdzvwjlcxLzmlOXawPz5k908++LvzX+8o5rTtdFM+/8ElbcppUZ+7p0iuTpt0V2vjVn6ArjrX/Wd1/bntQ9bKMtIvrgg1qEa9JCcFQEHz9lqf659D/0xWb973Q/4Zf/TatwdjbqXq4z4tRfNxVY+lF46+fw7Bf1XdU5dyZ7RgYvoXSYUkopq+wty/sTapLoCmCvt9PUAPAoEIWrlQAG++AvX9Ae2wVfSexr131KG3lk/C3YWZz1Weg4MKJps/sFcA+EnlY5GptNL5bvfRnqX4XjDbERziqaCrMuDM3I+2LP16X+t74Mn35LZxztfRkOvasvRLaM6OeWqlSeCtWn6/fW7kh/AbNxREiLsSKSISIbgRZ0z9h3/Qw7S0Q2icjzImKlTkwFfMVDGr3b/L3GKhFZKyJrW1tbQz+DWPPGj7SS4VU/SfxC6MIbIKdYp9/5k+gdD5x6pb6IvvVzvXC642nt6VZHoO1vsfAG8AzCXz6vKxVPvSr4Polg0gK44gfwpV3w4cfiv6ifCliplAuuS0wTFENIhGTolVJupdRSoBpYISKjK4fWA9OUUkuAnwNPebf7uxf3ezeglLpPKVWnlKqrqAjTi4oVLTt1i8DFN2pvLtHY83Q7vvdF2LAjHbBlaAnjw2t1EdWel2HeVaGLe/ljyjKtAdNxUF8k/bXlSyZZuXqxcjwoNwZj4Q1arM2EbVKKsL5dSqkO4FVg5ajtXVZ4Ryn1HJAlIuVoD95XUaoaaIpivvHD44G/3Km/jJclsYd55anjt4rQYumHtazuk/+ks4siyXf3RWSk0tSEC5JLtkP3D07U2pYhJIIaehGpEJFi7+Nc4BJg56gxk0X0SpqIrPAe9xiwBpgjIjNExA7cCMRRSCQK1j8Ah97RRj6/PNmzGd/Y8/V6hKsV8spC12Qfi9Nv02mR0V40DIZxSChZN1XA77wZNDbgMaXUX0XkdgCl1D3A+4FPi8gQ0AvcqJRSwJCIfBZ4AZ1eeb9Sals8TiQquo/AS/+m5QjGo/hSKrJilY7Tz7tG58NHS2EVXPk/0R/HYBiHiEoxlTWAuro6tXbt2sS94J8+oVu7feZtKJuVuNed6LTs1AY6pyjZMzEY0h4RWaeU8lt8Yypjd7+gc68v/IYx8okmXD12g8EQERNb66bfCc9+CSpONVkCBoNh3DKxPfpX/1urCX7yBa06ZzAYDOOQievRN23Qpfin3aIFqAwGg2GcMjENvXtI58znV+g2YAaDwTCOmZihm9X3QvMm+MADWiLYYDAYxjETz6PvPQ7/9x8w57LwGkcbDAZDmjLxDH17Awz2aK3w8SYDbDAYDH6YeIbe1aZ/50fQZs5gMBjSkAlo6Fv0b6NnYzAYJggT0NB7te4jaRxtMBgMacgENPRtkJU3Phs0GwwGgx8moKFvNWEbg8EwoZh4ht7ZYhZiDQbDhGLiGXpXm66INRgMhgnCBDT0JnRjMBgmFqG0EswRkdUisklEtonId/yM+YiIbPb+vCUiS3ye2y8iW0Rko4gksJuIHzwe6DEevcFgmFiEonXTD1yklHKKSBbwpog8r5R6x2dMA3CBUuq4iFwO3Aec4fP8hUqptthNO0L6OsAzZFIrDQbDhCKooff2fnV6/8zy/qhRY97y+fMdoDpWE4wpVg698egNBsMEIqQYvYhkiMhGoAV4SSn17hjDPwU87/O3Al4UkXUismqM11glImtFZG1ra2so0wqfYUNvYvQGg2HiEJKhV0q5lVJL0Z76ChFZ6G+ciFyINvRf9dl8jlJqOXA5cIeInB/gNe5TStUppeoqKuLkcTst+QPj0RsMholDWFk3SqkO4FVg5ejnRGQx8GvgWqXUMZ99mry/W4AngRWRTzdKjKCZwWCYgISSdVMhIsXex7nAJcDOUWNqgSeAm5VSu32254tIgfUYuBTYGrPZh4urFRDIK03aFAwGgyHRhJJ1UwX8TkQy0BeGx5RSfxWR2wGUUvcA3wLKgF+K1ngfUkrVAZOAJ73bMoFHlFJ/i/1phIirFfLKwJaRtCkYDAZDogkl62YzsMzP9nt8Ht8K3OpnTD2wZPT2pOFqNfF5g8Ew4ZhYlbGuVnAYQ28wGCYWE8/QG4/eYDBMMCaYoTfyBwaDYeIxcQz9YB/0dxlDbzAYJhwTx9Ab+QODwTBBMYbeYDAYxjkTyNBbVbHG0BsMhtigNR9Tnwlk6L06Nya90mAwxIANB49z+n++zF83NyV7KkGZQIbehG4M44dBtyfZU0hL9rZ009rdH/VxlFL857M7aHMO8MXHNrFmf3sMZhc/JpChb4OsPLDnJ3smBkNUPLr6IMu/+xJdfYPJnkra8YnfruETv12N2xNdyOXF7UdZe+A4X1k5l+qSXG57cC0Nba4YzTL2TBxD72wxOvSGtKdv0M1PXt5Nd/8Qu490J3s6aYWrf4jG471sa+rikXcPRHycIbeH7/9tJ7Mq8ll13kwe+MQKMkT4xG9Xc8wZ/d1CPJg4ht7VauSJDWnPn9Ye4miXNib7Wp1BRht82X9Me9wFOZn88IVdtEVolP+49hD1rS6+uvJUMjNs1Jbl8auP13Gks4/bHlxL36A7ltOOCRPI0JuqWEN60z/k5pev7mN5bTHZmTb2thhDHw5WaOW/rltE76Cb7z+/M8geJ9MzMMRPX97D6dNLeO/8ScPbl9eW8NMPLWXDoQ6+9NgmPFGGhmLNBDL0rSZ0Y0hrHl/XSHNnH1+45BRmlOezrzU2MeFdR7p5YdsRWrr6YnK8VGW/19BfPK+ST507kz+ta2TdgfAWUX/9RgOt3f187fJ5eOXXh7l8URX/74p5PLulme+/EP5FJJ6Eokef/ng8RtDMkNYMDHn45Sv7WFZbzHlzyplV6WBLY2dMjv3FxzayrakLgClFOSytLWZpTTFLa0pYNLWIXPv46N9Q3+ZicmEOefZMPnfRbJ7eeJhvPrWNZz57DpkZwX3eNmc/9762j8sXTua0aSV+x3zq3BkcbO/h3tfqqSnJ46NnTov1aUTExDD0fR2g3OAwMXpDevLE+kYOd/TyH9ctRESYXeHguS3N9A26ycmK3BAPuj3sOerk6iVTWFJdxMZDHWw81MFzW44AkGETTp1c4DX8xaxcOJmCnKxYnVZCaWhzMaNcZ93lZ2fyzavm85mH1/Pwuwf5+NnTg+7/s7/voW/Iw5cvmxtwjIjwravmc/h4L996eitTi3O58NTk251QWgnmiMhqEdkkIttE5Dt+xoiI/ExE9orIZhFZ7vPcShHZ5X3ua7E+gZAwOfSGNGbQ7eGuV/eypLqI95yiP8OzKx0oRdQpfQeOuRhwe7hwbgW3njeTX3x4OW9+9SLW/L9L+PXH6vj0BbMoybPzzMYmvvz4Zn768p5YnFJSaGhzMaNiJL368oWTOW9OOT96cVfQ3PqGNhePvHuQm1bUMLPCMebYzAwbP7tpGfOnFHLHI+vZejg2d17REEqMvh+4SCm1BFgKrBSRM0eNuRyY4/1ZBdwN4G0/eJf3+fnATSIyPzZTD4NhQ5/6MfojnX1JyY9OtcWjZLOv1clb+9qSPQ0AntxwmEPtvXz+4jnDceFZXmMT7YLs7qN6/1MmFZywvaIgm0vmT+JfLpvL7289g03fvpTTppWw/uDxqF4vWRx3DdDRM8jM8hFDLyL82zUL6Bt0870gC7M/fGEn9kwbd158Skivl5+dyf0fP53i3Cw++cAamjp6o5p/tITSSlAB1qcpy/sz2ipcCzzoHfuOiBSLSBUwHdjrbSmIiDzqHbs9NtMPEadX/iDF0yv3tji57q5/cMWiKr7//sUJe92/7zjKqofWkZeVQanDTmm+ndI872+HnbJ8OyV5dsocdk6dXMiU4tyEzS1ZfPcv23ltdytXLa7iO9csoMyRnZR5DLk93PXKXhZOLeQinxDAzIp8RKJPsdx1pBsRfYcwFjabsLy2mN+9fYCBIQ/2zPTK42jwplZOLzuxYHJWhYPbzpvJL1/dx40rajh9eulJ+244eJznthzhC5fMoaIg9M9BZWEOv71lBe+/+y0++cAa/vq5c0NaC4gHIb2qiGSIyEagBXhJKfXuqCFTgUM+fzd6twXa7u81VonIWhFZ29raGuL0QyQNBM06ewa57cG1uhCmJbGFMJsOdaCU4v111SytKcaRnUlzZx9v7Gnjt2/u57+e28mXH9/MJx9Yyw13v5XQuSWLvS1OqktyeWHbES79yes8t6U5KfN4emMTB4718PmL5pyQ5ZGTlUF1SW4MPPpuppflhxTnX1JTzMCQh91H069Qq8GboeQburH47EWzmVKUwzef2srQKGkJpRT//dxOyh3Z3HbezLBfd+7kAr68ci47j3TT3Jm8rKaQFmOVUm5gqYgUA0+KyEKl1FafIeJvtzG2+3uN+4D7AOrq6mIbR3C16qnknXy1TgWG3B4++4f1NB7vYXF1EYfaexL6+oc7+phcmMO3r15w0nNKKZz9Q7S7Bnj43YPc93o97a4BSvPtCZ1jIukbdHO4o5d/vuQUVi6czJcf38RnHl7PlYuq+M61CygPw7vvHXDz/NZmnt3czPtPq+byRVUh7zvk9vCLV/Yyr6rwhJxti9kVjqhTLHcd7eaUSWN78xZLqosB2Hiog4VTi6J63UTT0OYiwybUlOSd9FyeXS/Mfvrh9Tz0zgFuOWfG8HN/39HC6v3t/Mf7FpKfHVnuivWabc5+akpPfv1EENZ9hFKqA3gVWDnqqUagxufvaqBpjO2JxdUKeWVgS800sf9+fidv7GnjP963kMsWTKbNOYCrfyhhr9/U0RswHCMiFORkMa0sn7NmlQHRx4VTHWuBc2ZFPnMnF/DEp8/mKyvn8tL2o1z6k9f5y6amoPK0Ww938s2ntrLiv17mi49t4u36Y3z64fXc+9q+kKVt/7q5mYY2F3dePPuknG3QYYf6VmfEui19g272t7mYOyo+H4jqklxK8+1sOtQR0eslk4Y2FzUluQFDTiu9C7M/fnE3Ld3a8x5ye/je33YysyKfD51e43e/UChzaKfomHMg4mNESyhZNxVeTx4RyQUuAUavXDwDfMybfXMm0KmUagbWAHNEZIaI2IEbvWMTi6s1ZVMrH1t7iN+82cAnzp7Oh06vZVqZvuIfTKBX39QZ2ND7MjtGC4CpTr11m+9duMvMsPGZ98zm2c+fS01pHp/7wwY+/fv1J2VqdPYO8tDb+7nyZ29w1c/f5LG1h7hk3iQeXXUm67/5Xq5cVMV/P7+Tbz59cohgNG6P4mf/t4dTJxdw6fzJfsfMrnTQP+SJeKFvX6sTj4JTJodm6EWEJdVFbI5R/n4iaWhzMb08sKChiPCdaxbQN+Tme89p8/b4ukb2tjj5ymWnkhVFbN1a34lUciEWhHIvUgX8zptBYwMeU0r9VURuB1BK3QM8B1wB7AV6gFu8zw2JyGeBF4AM4H6l1LbYn0YQUrQqdt2Bdr7x5FbOnV3ON66cB0Bt6Yihn1dVGPc5eDyK5o4+Ll8Y3NBPLc4lNytj3Bv6hjZ9fjNHxXPnTCrgz7efxa/fbODHL+3mnZ+8xneuWcDkwhz+uOYQz25ppn/Iw7yqQr577QKuXTKVoryRnPOf37SM6pJc7n29nqaOPn5+07KA4YBntzRT3+rirg8vx2bzFwGFWZUjF95IQgJ7vBk3oXr0oOP0r+7eg7N/CEeEoYxEo5Sioc3FGTPHDt3OrHCw6vyZ3PXKPq5ZOoUfv7Sb06aVcNmCk8Nm4VDmDXMecyXPow8l62YzsMzP9nt8HivgjgD7P4e+ECQPVytMOekUkkpTRy//9NB6qopz+MWHlw2vxluGPlFx+jZXPwNuD1OLc4KOtdmEWZX57EnwYnGiqW91UVWkKyhHk5lh4/YLZnHJvEl8+fFN3PnoRgAKsjP5QF01H6qrZeHUQr+hFptN+Ncr5lFdmse3n97Kh+57m/s/fjqVhSf+7z0exc//voc5lQ4uX+jfm4eRO6x9rc6IinJ2He0mK0PG9HRHs6S6GKV0aOrMmWVhv2YyONrVT++g+4TUykDcceFsntrQxKoH1zHg9nD3R5f7fS/DIScrA0d2Zsp79OmPM7XkD3oH3MMqd3+47QyK80YWNovz7BTmZCYsdNPUoeORVUWhpUzOrnCwuiG1myxES71PBWUgZlc6ePz2s3lyw2FsApcvrApZKuDmM6cxtTiHzz6yget++Ra/veX0E/LYn996hD0tTn5207KA3jxASb5OgY30Dmv3kW5mljvCCkssrtaLsJsbO9LG0Nd779BmlAdfdLYWZm///TounT+J06bFJoGjzGFP7Rh92jPYCwPdKWPolVL8y+Ob2N7cxf/euJQ5fm6ba8vyOHAsUYZex3dDzY2fXemgqbMvoYvFiUQpRX2r86SwjT8ybML7T6vm+uXVYevBXHTqJP646iwG3B5uuPut4eIsj0fxs7/vYVZFPleGkKGjM28iM/S7jnaHHJ+3KHNkU1Oay6ZD6ROn39+mv0vTy0MLb122YBL3fPQ0vndD7GpZyvLtHHMlz6Mf/4Y+xXLo73plL89ubuYrl53KxfP8x/5qS/MSFrqxDP3UkA29NgzjVQv9mGuArr6hkLy/aFlUXcSTnzmbyYU5fPz+1TyxvpEXtx9h19FuPnfRHDLG8OYtZlU6IvLorSYcc0NMrfRlcXUxG9Mo86ahzYk908aUEO9aRYSVCyfHNIW4zJFtPPq4kkI6Ny9uO8KPXtzNtUuncPsFgYsvakvzaTzeG3W7s1A43NFLvj2DwtzQonhWBaW1kDfe8E2tTATVJXk8/umzqZtWyhcf28S/PrGFmeX5XL1kSkj7z6rI53jPIO1hLvTtafEvfRAKS6uLOdzRm9SYczg0tLmYUZY/Zhgs3pQ77LQZQx9HUsTQ7zrSzT//cSOLq4v4/g2Lx1zgqS3NY8Dt4UgC9MGtHPpQF5ymleWRaRP2pphH7/EoNjd2RH2ceu95zUqAR29RlJvF7z65guuXTeV4zyCfu3h2SN48jFx4w/XqrTaEc8MM3YDOvAFi8v9OBKGsucSbckc27a7+pGlKTRxD70iuof/xS7vIzsrgvpvrgpabD6dYJiBO39TRF5Z2TVaGjRnl+TFJsXxszaGYldP/bdsRrvnFP9ju1VWPlPo2F/YMG1NLEqvnY8+08T8fXMLLXzyf65ZVh7xfpOJmu452k5Nl81spGoyFUwuxCWxMgzj9kNvDofYev9IHiaQs345HQUdvchq6TxxDH6ZH39Ldx9f+vJnegdj0f6xvdVE3rYTJRcHTGBOZYjlWVWwgZkcYF/bF2T/EV5/YzL2v1Ud1HAurWjNaL7O+1cW0sryQPepYIiLDayChMrU4l5wsW9hrJruPdjOnsiCicEaePZNTJhWkRYXs4Y5eBt2KGWVJNvTeoqlkNQ+fAIa+DbLywB7eG/367jYeXXOITTG4PVVKceh4T8hFLVOKc8iwCQfaY9MqLhB9g26OuQZCyqH3ZXalgwPHXPQPRX4R3Ha4E6Vge3N0HriFdZwdUR6vIQVu88PBZhNmlod/4d11pDui+LzFkupiNjd2hCznkCzq2wKLmSUSSwYhWXH68W/onS0RxeethaZYhE9anf30DXqoCTEckJlhY2pxLgfb46thHW5qpcXsSgceNZK2FglbvM0Y9rZ0MzA0thxAMJRSwyGbaC4cQ24PB465gjaWSDVmV4aXYtnRM0BLdz9zJ0d+nktqijneM8ihOH9Go6VhlJxFsrCE8JKVYjn+DX2EvWItHZNYFC5ZX4bastDjobWleXEvmrKKpSIx9BCd5o3VdWfQraKO07d293PMNUBOlo0dzd0RL3g1Hte3+YnKuIkVsyocHO7oDTnMGKjZSDhYhVMbU3xBdv8xFwU5mcMyBMliWAbBePRxwtUWnUcfE0OvjxHOwldtWfxz6cPNobeYVeFAhKikELYc7mSW16BGG77Z5t1/5YLJOL354ZEwnFqZRqEbGGkraFWABmPX0cgzbizmTi4gO9PG5hSP01uhuGhlDKKlOM+OTUyMPn5EKGgWW49eH6M6HENfmke7a4DuOLYVPNzRiwhMKgwvRh9t0wtn/xD1bS6uWjyFPHtG1Jky1v43nKazVSK9cFjhj3QL3cyq1BemUN+P3Ue6KcjJZHKY77svWRk2Fk4tiskaVjypb02NNZcMm1Cab6ctScJm49vQezwRSxRbHn0svOqD7T1UFGSHVSbvq2IZL5o7e6ksyI6oLdycyoKIDf32pi6UgiU1RcyrKoze0Dd3UVOaS920UmwSuaFvaHNRnJeVdk1VppflYxNCbkKim40URO3lLq4uYsvhzqCSy8mib9BNU2dvShh6gLL8bOPRx4W+DlDuiGP0Irok3hmlrsuh4z3DhjtUEpFiGW4OvS+zKx3Ut7kiqt61FmIXTi1iflUh25u7oiok2dHUxfyqQnLtGcwoz4848yZVvL9wycnKoKY0j30hXHiV0msi0cTnLZbWFNM36Bmusk01DhzrQankL8RaJFPYbHwb+ghz6AfdHo73DHKKN6c52sybQ+29IWfcWFgLt/EUN4skh95idoWDgSFPRBeirYc7mVSYTWVBDgumFOLsH+LQ8cjOs2dgiIZjrmHt/mjuEOrbnMxMYEVsLAlV3Ky1u5+OnsGING5GY7UWTNV8emvNJXUMfXbSNOlD6TBVIyKviMgOEdkmInf6GfNlEdno/dkqIm4RKfU+t19EtnifWxuPkwiIs0X/DjNGb111l08rBqILnwy6PTR39obt0RfmZFGclxW30I1SisMdvWEvxFrMiiLzZnNjB4umFgMwf4o20NsiNM47j3SjFMz3Gvr5Uwo53NFLZ5gViK7+IY529addxo1FqHdYwxk3USzEWkwry6MoNytl4/SWoQ9Hbz+elOXbk6YPFIpHPwR8SSk1DzgTuENE5vsOUEr9UCm1VCm1FPhX4DWllK9o+YXe5+tiNfGQGPbow4vRW2/G8toSILrwSVNHLx4F1RF0AIpnimW7a4D+IQ9TQqjU9cdwimWYFZnWQuwib3PpUyYVkGGTiL1waz/rgmF59jvDDN+ka8aNxSzvHVZjkDuj4YybGIRuRITF1UUpK1nc0Oak3JFNYU5W8MEJoNxhp7tvKKpCw0gJauiVUs1KqfXex93ADmDqGLvcBPwhNtOLkggliq2Mm1mVDopyo/OqrX3D9eitfeIVo480h96iKDeLyoLssFUsrYXYRdXaIOdkZTC7wsG2psiMxfbmLgpzMofvTBZ4DX24C7L1w6qV6Rm6CfUOa/eRbsod9uGS/GhZWlPMrqPdMZMKiSUNba6UunBb//NwlUZjQVgxehGZjm4r+G6A5/OAlcCffTYr4EURWSciq8Y49ioRWSsia1tbW8OZVmBcrYBAXnhdYlq9Hn2FIztqr9oqloqkp2dtaR6Nx3vjktVwOMKqWF9mVzrC9uh9F2ItFkwpjDh0s72pi/lTRlr3VRRkU5ZvD3tBtr7ViQjDzdnTjVAbt+/yatzEiiXVxbg9KuILdTxpaOsJudlIIkhm0VTIhl5EHGgD/gWlVKBv0dXAP0aFbc5RSi0HLkeHfc73t6NS6j6lVJ1Sqq6iIkZKk64WyCsDW3jdfyyPvqIgekN/sL2HrAyJKGe5tjSPIY+iuTP2csWRyh/4MqfSwb4WZ1h6J74LsRbzpxTS0t0//H8PFbdHsfNIF/OrRi4aIqIXZMM29C6vQFh4n5VUoSgvi3JH9pgLsh6PYs/R7qgKpUazuMZbIZtiC7JdfYO0OfsT0kAmVCyPPhlx+pAMvYhkoY38w0qpJ8YYeiOjwjZKqSbv7xbgSWBFZFONAFdbxDn0BdmZw2lrjcd7Im4Ccuh4D1OLcyNSQ4xnimVTRy85WTZK8iKPX86udODsHwpLN3/L4c7h+LyFFV8P1zg3tLnoG/QM7+97vN1HnQyGcSeUbmJm/phVMbZ89OGOXlwD7pikVlpUFuQwpSiHzY2p5dHvT7GMG9AxekhRj170PfFvgB1KqR+PMa4IuAB42mdbvogUWI+BS4Gt0U46ZKKoii0v0Fff2tI8Bt0q4iYgh9pDV60czXCKZTwMfWd4DUf8EW7mjat/iH2tzhPCNjCSMRPugqwVnplXdaLhmldVwMCQh/oQC4isPrGz0jQ+b6HFzVwB77AsyYpoxMz8saSmOOUybxLdKSwUypIobBaKR38OcDNwkU8K5RUicruI3O4z7jrgRaWU77drEvCmiGwCVgPPKqX+FrPZByNCQbM2Zz8V3jfFitlGmksfjaGvKsol0yZxybw53NEXcWqlRbjiZtubvQuxowx9cZ6dqcW5Ycd5tzd3kZUhJ8WcrVBOqHH61u5+XAPulDIKkTCrwkFn72BAKdxdR/T75K8hfTQsri7mwLEejicpR9wfDW0uRCJLgogX+fYMsjNtSZEqDtooVCn1JhDU7VNKPQA8MGpbPbAkwrlFj7M17NRK0F98K47pGz45a1ZZWMfp7hvkeM9gRF18QOtjVJfkxsXQN3X0curc8P83vlQ4sinKzQq5MnKL9/Z+tKEHvSAbbuhme1MXsysLTpJwmFmRjz3Dxo7mLt63bKwEMc2+FJGyjRbrwruv1UlFwclZNbuPdjOlKCfm6YZLvHH6zYc7ueCU5PdmBm3opxSl1pqLiFDuyE7dGH1aMtgLA90RhW7anAPDHn1VkW4CEomxHZYnjsKrqC3Lj3mMvn/ITWt3f1QLsWB1RAq96cXWw51UFmRT6Wdhev6UQhraXLjCkJvY3tw1HPbxJSvDximTHSFfOCzVx3RNrbQIFkrbdaQ7JoVSo1k0tQiR1KqQbWhzpeQdWrJkEMavoY8wh75/yE1n7+BwowCrCUgkcXLr4lBTGrlBrS3NjbkMwpFOK4c+cvVCi9kVjpA0VsD/QqzFgilFKKUrXUOhpbuP1u7+kxZiLeZNLvTm7AdfRG9odZGTZaMqCjXHVGBKUQ559gy/mTdDbg97W50xXYi1KMjJYlaFI2UMvVKKhhTVLSrLt6dsjD49iVDnxrra+t76RppiaVUpRuXRl+bR2TtIZ0/s5IoPR6hD74/ZlQ6OuQaCFoH0DPhfiLUYzrwJMU6/o1lfEPx59NbxjrkGQkrZrG9zaQXIJPSJjSUiwqwK/3dYB9p7GBjyxMXQg86n39TYmRKtBY+5BujuH2J6kvvE+qPMkW08+phiGfow0ystw1DuUzlYE2GF6sH2HgqyMynKjTwmOrxGEKHolz+irYr1Zfak0BZktzd14fGzEGsxpSiH4ryskMMtw9IHAQz9vDAqZBvaXGmfcWMxqyLfb7bRnhhKH/hjaU0Rbc5+muJQ8xEuDSnSJ9YfVugm0RfE8W/ow4zRWwslvh79tLLImoBYGTfRpDDWluoPayzDN1ax1OQIdW58CbUi06qIXVTt39CLCPOrQq+Q3dHcxdTiXIoC1AHMmxyaoR8Y8nCwvSclb/MjYXalbis4eq1j1xFd+Wst2MaaJTXFQGrE6a0+sakkf2BRnp/NgNtDd5TS5+EyAQx9ZDo35aNCN0DYjZAPHe+NKj4PI/H9WGbeNHX0Uu7IjklGwtTiXHKzMkIy9BUF2WN2s1owpZCdR7pDknzY3tw17LX7oygvi6nFucMhnkAcbNfFcKm4cBcJ1p2J5dVa7D7azbTSvLCa34TDqZMLsWfYUsLQ17e5yMqQmIQmY01Zkoqmxq+hd7ZCVh7Yw/sCWx69VcUGkXV7UkpxqD38hiOjKcjRHY9iaei1PHFsFh5tNmFWZX7Q/rFbx1iItZg/pZCBIU/QTkm9A27qW50BF2It5lUVBs2lTzXN8mgJVNuwK0bNRgJhz7Qxb0phShRO7W9zUVOaR2ZG6pm34aKpBKdYpt5/IlZEWCzV2t1PYU4m2Zkjnk/NsKEPrdLSOk7/kCfiYilf9GJw6K8djObOyDtL+SNY5k3PwBB7WwIvxFosmKKf39489oLsrqPdeFTg+LzF/CmF1Lc66RsMrKxYn6Z9YgMxrSyfDJucYOj7h9w0tLliqnHjj6XVRWxp7IxYLiRWpJpqpS+WsFmii6aMoR9Fm3PgpGKTotyssOWKR1IrY2XoY+PRK6Wi6izlj9mVDpo6+wLmwO9oHnsh1mJmeT7ZmTa2HR7bC7cWYhcE8ejnVxXgUTp/PBANbS7KHfaoFsxTCXumjWmleSekWDZ4G5LEuiJ2NIuri3ENuEPqdBUvPB5Fw7HUTK2EkSSPRKdYjmND3xaxR1/uR6tbG9vQY/RWlkykVbGjX7upoy8ska5AdPYO0jPgjrmhBwJ+wceqiPUlM8PGqZMLgi6gbm/upCA7k+og7RktKYSxjpeufWLHYuaoFEvrQhevjBuLVFiQbersZWDIk1Kqlb6UJkmqeBwb+pbIBM2c/X7Lx2vLwkuxPHhMXxSCGaNQqC3Nw+1RNHdEn7o2kkMfu+Kg2V6tmUBNSLYc7qLckc2kwuDNLuZPKWJbkEKn7U1dzPPRoA9EdUkujuzMMeP06dwnNhCzKx3sP+YaXtTefbSbTJvE/YI2szyfguzMpMbp97fp72gq6dD7Ys+0UZSbZWL0McHjiVyieAyPPhy54kPHe5hUGJvMlhEVy+jj9LHMobeYVpZHpk0CNiHRC7HBDTPouHpn72DAfGyPR7HzSHfQ+DzoheJ5VQUBVTEtAbBUzLeOhlkV+Qy61XC4b9cRp9b/yYzv191mExYlubVggyVnkcIX7zKHnbYEC8CNT0Pf1wHKHXbopm/QTXf/kH+PPky54oPtPTEJ21ivbR0zWmLRcGQ0WRk2ppf710LvHXCzp6U7aNjGwoq7bzvs31gcaO+hZ8AdkqEHnXmz80g3Hj8X6HTvExuIkVCaPr/dcc648WVJTTE7j3SNuQAeT+rbXORmZYR095gsyvOzjUcfE6LMoa8I4NEDHDgWmlfdGIPUSotJhTnYM2wxM/T2TNvw6n+smBNA3Gy7dyE2WMaNxamTCxAJHFcf3Qw8GPOrCnH2D9F4/OT1lYZxImY2Gl9xs56BIQ6298Q9Pm+xpLqYQbeKuDVktFgNZKIpUow3yRA2G5+G3tmif4cZo2/1UxVrEU63p/4hN81dfVTHyNBn2ITq0tyINfF9OdzRy5SinJh/EWZXOjhwzHVSh/st3nhtoIrY0eTZM5lZnh/QUGxv7iTTJiFXeI5IIZx8h1Df6iLDJimlWR4LCnN04/Z9rc7hi2+8M24s6qaXkJNl4xtPbaWjJ/GaLunQKazMYeeYCd3EgGGPPrwYfZsfnRuLqqKckJuANHX0oVRsmx7EKsUy1qmVFrMrHXjUyGKYhV6ItYfVM3f+lKKAcXWtQe8Iee1j7uQCbALb/VTI1re6qCnJjXvsOhlY8tHDGTdxzqG3KHdkc9/NdexrcfKx+1fTFaZsSDQMDHloPN6b+oY+P5vjPQMhVYDHilBaCdaIyCsiskNEtonInX7GvEdEOn06UH3L57mVIrJLRPaKyNdifQJ+iVCieCyPPjPDxtSS3JBSLIdz6GOQcWNRW5rHwWM9UYshNXXEtljKwiq9H10hu/VwJwunFoV1B7FgSiGHO3r9eoSBNOgDkZOVwcwKh98LR30aeH+RMqvCwb5WbeizM20JvWs5/5QK7v7ocrY3dfGJ+1fjTJCuyyFvskSqv6flDjtKwfEYKtIGIxRXZgj4klJqHnAmcIeIzPcz7g2l1FLvz3cBRCQDuAu4HJgP3BRg39jiagGxQV5pWLu1dWvDUubwH78O1au2wjtWtkwsqC3No7t/iM7eyD8cg24PR7vjZ+hFTiy9txZiF4cYn7cI1EP2mLOfo12BNegD4U8KweNRNLQ5x1183mJ2pYPuviHe3NvGnEmOiJrTR8PF8ybx85uWsamxk089sIbegfgvzlpiZqmeRZWM3rFBDb1Sqlkptd77uBvYAQTvz6ZZAexVStUrpQaAR4FrI51syLhaIa8MbOGlNrY6+yjJyyIrgEZGqHLFh473YM+wMakgdrnqI4vBkYdvjnTqkFIsc+gtcu0ZVJfknmDow12ItRjWph9lnINp0Ac8XpW+Q/DV9D/S1UffoGfciJmNxrrD2nkkcRk3o7l8URU//uASVu9vZ9VDa+OeiTOsW5SCOvS+lCWhaCqs4KSITAeWAe/6efosEdkkIs+LyALvtqnAIZ8xjQS4SIjIKhFZKyJrW1tbw5nWyURYFdvWPeA3Pm9RWxqaXPGh9h6qS3Jj2sjCujuIJk4fj9RKX2aPqsjcGkSaOBBWcdXoBVlrQXUs1Up/zKvShm7HkZHj1Y+TPrGB8F2sTlTGjT+uXTqVH9ywmDf2tPGZh9czMBS/uHTDMRfFeVmUxDijLNZYHn0ie8eGbOhFxAH8GfiCUmp0wHM9ME0ptQT4OfCUtZufQ/kNMiul7lNK1Sml6ioqomww7GqNaVWsRaj57Ifae2OWcWNh5eRHZeg742vo50wqoN6rqwJamjjchViLBX4WZLc3dVFVlBP2F3mke5WPofemVo6XhiOjmVSYjSM7EyAufWLD4QN1NfzndQv5v50tfO4P62Mi5eGPVG0fOJryJEgVh2ToRSQLbeQfVko9Mfp5pVSXUsrpffwckCUi5WgPvsZnaDXQFPWsg+FsiVDQzH9VrEWoKZa6WCq2xjQ/O5NyR3ZUKZbDVbFF8fPoB4Y8w/+fSBZiLeZXFbJ3lPJkuAuxFpUFOZQ77CfE6etbXeTbM6gc48Kezui2gtroJSt048tHzpjGt6+ezwvbjvLFxzbFReEyHVIrQae/ZtoktWL0or+lvwF2KKV+HGDMZO84RGSF97jHgDXAHBGZISJ24EbgmVhNPiCutrBTK0EXTI3p0YcQPunsHaSzdzAuWQ61pblRefSHO3opzbfHrfmEb6FO36CbPS3OkCtiR7NgSiFuj2K3twVe36Cbfa2usBdiLeZVFZ4YumlzMaMitQtromXOpAIKczKZEoNOYrHglnNm8K+Xn8pfNjXxlcc3+61WHk3foDukhdyegSGOdPWlRZWzzSaU5ie2aCozhDHnADcDW0Rko3fb14FaAKXUPcD7gU+LyBDQC9yodB7gkIh8FngByADuV0pti+0pjGKwFwa6ww7duPqH6Blwj+nRF+ZkUZw3tlzxoRjKE4+mtjSPNfuPR7y/zqGP35feigvvaXFS6rDj9qiwF2ItLG36bU1dLK4uZvfRbtweFZFHD/oO4bf/2M+g20NWho2GNifLakoiOla68KVLT+EjZ9Sm1MXsny6YRf+Qhx+/tBu3x8Oi6mI6egY43jPA8Z5B/dg16P17gL5BD1kZwrmzy7ly8RTeO3+SX0npETGz1Df0oOP0iYzRBzX0Sqk38R9r9x3zC+AXAZ57DnguotlFQoQ59P56xfojmFxxo1eeOC4efVk+z2xqYmDIE1GRT1NHL9PjmJFQlKsrMve2OMnP1ncNkXr01SW5FGRnDsfVw5U+GM28qkIG3B7qW11MK8uj8Xgv1y+rjuhY6UJVUS5VcQrTRcPnLprNwJCHX7yyl6c2NiECxblZlOTZKcm3M6U4h/lTCinxLqwedw3w3JYjvPKnTWRlCOfPqeDKxVVcMn8ShTna6Kdbp7Byhz2hzUdC8ejTC5clfxCZoS8PkENvUVOaF1BwC3yLpeLj0XuUDsFE8oFu7ujj7FnhL1KHw+xKB3tbndhEp5FVRRg2sNmEeVMK2dak/9c7mrtwZGdG/H8dSdnsRASUYtymVqY6IsK/XDaXj501DXumjcKcrKAZal+/Yh6bGjt5dnMTz25u5u87W7Bn2Dj/lAquWlzFTm8FcDwdmVhSlm9nf4i6WbFgHBp6r0cfpkTxsKBZCB79C1uP4PYov0Uoh9p7KczJpCgv9h2LfLN+wjX0XX2DdPcPxb1h8uxKB0+sP0z/oDvihViL+VWFPLb2EG6P8jYDL4g4ZXVmuZbp3dHcTa5XPiGVpWwnApVhZGOJCEtrillaU8y/Xj6PDYc6eHZzM89taeblHUcBmFyYQ352epi0Mkd2ysXo04thnZtwBc30P92fcqUv00rzGPIomjt7qfbjXR5s74lLfB6ikyuOdw69xZxKB87+IXYe6eaSeZOiOtaCKYX0DOh+pzuau7l+eah1eieTmWFj7iStTW/FeFO9gtLgH5tNOG1aCadNK+EbV85j/cHjPLulOa2qnMscdnoG3PQMDJFnj78ZHseGPnyJYpGRVl+B8DW2/gz9oePxk4StLMgmO9PGwQhu+UYMfXwzMGb5FOpEuhBrYYVbXth2BGf/UMQLsRbzqgr4+44WJhXmnJBnbkhfbDahbnopddPDkztJNuX5XhkE5wB5pfH/HI4/2T5nK2TlgT08b63N2U9pnp3MAPIHFjVj5NJ7PIrG9t64efQ2m1AToYrlYW8OfSJCNxbhVsSOZk5lAVkZwuPrGoHIF2It5lcVcsw1wOr9x9Jm0c4wPrH0tBIlVzz+DL2rNeKm4MHi8zC2XHFLdz8Dbk/cDD2E36Tcoqmjl6wMGTN9NBZUOLIpzMmkNN8edf62PdPGnMoCGtq0bny0hT+WdMKh9t60us03jD+Ghc0SlGJpDL2XYFWxFpZcsT9xsUPHYy9PPBotV+wKW664qaOXqqLY6u/4Q0TfSp89qywm+dtWa8FZFflR99+d53NHkA6FNYbxS6KFzcZfkNLVCkU1wceNorW7n+nTQ/vy1wZQsbTkCeKp/V1bmodrwE27a2DYKwgFbegTUyF5z0dPi9mx5k8phHXhK1b6ozAni+qSXBqP95rUSkNSsUI3bQmSQRifHr0jPI9eKeX16EMTywqkS3/oeA8iMDXOHj2En3nT1NEX9/i8hT3TFrOuTVaFbLTxeQvrgmFSKw3JJM+eSZ49I2Ee/fgy9B5PRBLFzv4h+gY9IcXoQRvb4z2DJ7VJO9jew6SCHLIz46MlA5HJFQ+5PRzpik/DkXiztKaYW86ZztVLpsTkeCtmlFKWb6c6jhdjgyEUdJPwxHj04yt009cByh1BVay+qoa6UOmrYml5nACN7b1xb9k2LFcchoplS3c/bo9KS0Nvz7Tx7asXBB8YIrecM4MbV9QGza4yGOJNWX62ybqJCGdk8gehVsVaBEqxPNjeQ3VpfI1prldaNxyPPlE59OlAhk1M/rwhJUik3s34MvQRFkuN6NyE6NGXndzWr2/QzdHuvoQ0YQ61d63FYa+hT1SM3mAwBKcsP9ukV0ZEFFWxELpHX5iTRckoueLDHb0oFR8xs9HUloVn6K2GI1XG0BsMKUOZw067ayAkXf5oGWeGPnKJYptASV7oLepGe9VWGMfy9uNJbWmet7l1aM2Wmzp6KcrNMiELgyGFKHdkM+RRJyV1xINQOkzViMgrIrJDRLaJyJ1+xnxERDZ7f94SkSU+z+0XkS0islFE1sb6BE7A1QJig7zwdC9au/spc2T7VaMMRM2oXPpDcZQnHk1taR5KjYRkgqEbjhhv3mBIJYZz6RMQpw/Fox8CvqSUmgecCdwhIvNHjWkALlBKLQb+Hbhv1PMXKqWWKqXqop7xWLhaIa8MbOGlN7Y5+4OqVo6mtlQ3r7B6Xx463os905aQHqTh5tIf7uhlqlmINRhSivIEyiAENfRKqWal1Hrv425gBzB11Ji3lFJWj7t30E3AE08EOfSgPfryMA10rY9cMeh0x+qS+EsMwEh46O19x0Iabzx6gyH1SKSwWVgxehGZDiwD3h1j2KeA533+VsCLIrJORFaFPcNwcLWGrUMP+tYpEo8eRvLZDx3vSUjGDUBlQQ7XLZvKfa/X86e1h8Yc6+wfoqtvyBh6gyHFKMtPnEcf8uqciDiAPwNfUEp1BRhzIdrQn+uz+RylVJOIVAIvichOpdTrfvZdBawCqK2tDeMUfHC2wNTlYe2ilPJ69KEvxMKJFapno2P0y2sT12z6+zcsprW7n689sYUyh52LTvXf5KM5QQ1HDAZDeJTkZSGSOjF6RCQLbeQfVko9EWDMYuDXwLVKqeGYglKqyfu7BXgSWOFvf6XUfUqpOqVUXUVF+OEXwBu6Ca+FYFffEANuT9gefVVR7rBccWfPIF19Qwnz6EFXjN5z82nMryrkMw+vZ/3B437HjeTQmxi9wZBKZGbYKMmzcywBwmahZN0I8Btgh1LqxwHG1AJPADcrpXb7bM8XkQLrMXApsDUWEz8JpeCib8CpV4a1W7g59BYZNqG6JJeD7T0j8sRxroodjSM7k9/ecjqTCnP45ANr2NviPGmMlUNvPHqDIfUoy7cnRNgsFI/+HOBm4CJviuRGEblCRG4Xkdu9Y74FlAG/HJVGOQl4U0Q2AauBZ5VSf4v1SQAgAmfeDjPOC2s3qyo2XI8eRlIsrewXf60F4025I5sHP7mCTJvw8ftXc6Sz74Tnmzp6ybAJlQXGozcYUg0tbBZ/Qx80Rq+UehMYM5VEKXUrcKuf7fXAkpP3SB0sjz7crBvQC7LPbWlOaLGUP6aV5fPALSv40L1v8/H7V/PY7WcNN8Bu6uhlcmFOWDUCBoMhMZQ5stnR7HfJM6aMr8rYCIjGo7fkirc1dVGUm0VhTlaspxcyC6cWce/NddS3ObntwbXDVbM6h96EbQyGVKQ8305bdwrE6Mc7rd39ZNpk2AMOh2leD/6tfccSuhAbiHPnlPM/H1zK6oZ2vvDoRtweRVNnL1VmIdZgSEnKHNk6IWTIE9fXmfDiJ63duldsJIVOllxxm7OfFTMSl1o5FtcsmUJbdz/f/et2vvn0Vo50pmfDEYNhImAVTbW7Bpgcx1afE97QtznDz6G3qPHx4mtSwKO3+OS5M2jp7uee1/YBJuPGYEhVrKKpNmd/XA29Cd1EoHNjYckVQ2LEzMLhqyvncsNyrURRY9rmGQwpSXmCZBCMR989wLzJkTee1guynSkRo/dFRPjeDYu4fOFkzp0dviyEwWCIP2UJEjab0B69x6O0cmUUipNWyCaVQjcWWRk2Lpk/yfRHNRhSlGFhszjn0k9oC9DZO8iQR4XcQtAfp0wqICfLZvqxGgyGsCnIzsSeYaMtzjIIEzp00+qMTP7Al1vPm8EViyaTnRmeBr7BYDCISEKqYye0R28VKkTj0efZM5ldWRCrKRkMhgmGNvQmRh83YuHRGwwGQzSU5WfHPetmYhv67sjlDwwGgyEWmNBNnGl19mPPsFGYO6GXKgwGQxIpd2TT5uxHKRW315jQhr6te4Byhx0tuW8wGAyJpyzfTv+QB9eAO26vMaENfWuUOfQGg8EQLYkomprQhr7NK2hmMBgMycIqmopn79hQWgnWiMgrIrJDRLaJyJ1+xoiI/ExE9orIZhFZ7vPcShHZ5X3ua7E+gWgwHr3BYEg25fmp4dEPAV9SSs0DzgTuEJH5o8ZcDszx/qwC7gYQkQzgLu/z84Gb/OybFNweRbtrwHj0BoMhqZQlQNgsqKFXSjUrpdZ7H3cDO4Cpo4ZdCzyoNO8AxSJSBawA9iql6pVSA8Cj3rFJ53jPAG6PMh69wWBIKqX5lt5NisToRWQ6sAx4d9RTU4FDPn83ercF2u7v2KtEZK2IrG1tbQ1nWhFhtRA0Hr3BYEgmOVkZFORkJjdGbyEiDuDPwBeUUqO72frLT1RjbD95o1L3KaXqlFJ1FRUVoU4rYoaLpYxHbzAYkky5I77VsSFVColIFtrIP6yUesLPkEagxufvaqAJsAfYnnRGPPrIuksZDAZDrCjLj6/eTShZNwL8BtihlPpxgGHPAB/zZt+cCXQqpZqBNcAcEZkhInbgRu/YpGM8eoPBkCrEWwYhFI/+HOBmYIuIbPRu+zpQC6CUugd4DrgC2Av0ALd4nxsSkc8CLwAZwP1KqW2xPIFIaXMOkJ1pw5Ft5A8MBkNyKXNks+7A8bgdP6iVU0q9if9Yu+8YBdwR4Lnn0BeClKK1W+fQG/kDg8GQbMrz7bS7dCZghi32NmnCVsa2OU1VrMFgSA3KHNl4lE77jgcT1tBbHr3BYDAkm3j3jp2wht549AaDIVUoi7MMwoQ09ENuD8dcA8ajNxgMKYGV5t0Wp1z6CWno23sGUAoqTA69wWBIAeItVTwhDb3JoTcYDKlEcW4WNjEx+phiaUqYGL3BYEgFbDahND+bYy7j0ccM49EbDIZUo9xhj5uw2YQ09Ea50mAwpBpaBsF49DGjtbufPHsG+Ub+wGAwpAhl+fFTsJyQls7k0BsMhlRjdqWDlu6+uBx7Qhp6UxVrMBhSjc9fPIfPXzwnLsceV6Gbd+qPDcffx0J79CaH3mAwTAzGjUc/MOThE79dTd+gh1kV+Zwxs4wzZpRyxowyJhflnDC2tbufFTNKkzRTg8FgSCzjxtBn2IRHbjuTd+vbWd1wjL9sbOKRdw8CUFuaxxkzSlkxo5TTppVwvGfQxOgNBsOEYVwZ+uW1JSyvLeHT75mF26PY0dzFO/XHWN3Qzks7jvKndY3D442hNxgME4Wghl5E7geuAlqUUgv9PP9l4CM+x5sHVCil2kVkP9ANuIEhpVRdrCYejAybsHBqEQunFnHreTPxeBR7WpysbjjGziPdXDJvUqKmYjAYDEklFI/+AeAXwIP+nlRK/RD4IYCIXA38s1Kq3WfIhUqptijnGTU2mzB3cgFzJxckeyoGg8GQUIJm3SilXgfag43zchPwh6hmZDAYDIaYErP0ShHJA1YCf/bZrIAXRWSdiKwKsv8qEVkrImtbW1tjNS2DwWCY8MQyj/5q4B+jwjbnKKWWA5cDd4jI+YF2Vkrdp5SqU0rVVVRUxHBaBoPBMLGJpaG/kVFhG6VUk/d3C/AksCKGr2cwGAyGEIiJoReRIuAC4GmfbfkiUmA9Bi4Ftsbi9QwGg8EQOqGkV/4BeA9QLiKNwLeBLACl1D3eYdcBLyqlXD67TgKeFBHrdR5RSv0tdlM3GAwGQygENfRKqZtCGPMAOg3Td1s9sCTSiRkMBoMhNowrUTODwWAwnIwopZI9h5MQkVbgQIS7lwNJL9CKEnMOqYE5h9TAnENoTFNK+U1ZTElDHw0isjaRUgvxwJxDamDOITUw5xA9JnRjMBgM4xxj6A0Gg2GcMx4N/X3JnkAMMOeQGphzSA3MOUTJuIvRGwwGg+FExqNHbzAYDAYfjKE3GAyGcc64MfQislJEdonIXhH5WrLnEykisl9EtojIRhFZm+z5hIKI3C8iLSKy1WdbqYi8JCJ7vL9LkjnHYAQ4h38TkcPe92KjiFyRzDkGQ0RqROQVEdkhIttE5E7v9rR5L8Y4h7R5L0QkR0RWi8gm7zl8x7s9ae/DuIjRi0gGsBt4L9AIrAFuUkptT+rEIsDbfrEuFbpyhYpXftoJPGi1mxSRHwDtSqnveS+8JUqpryZznmMR4Bz+DXAqpX6UzLmFiohUAVVKqfVeQcF1wPuAT5Am78UY5/BB0uS9EC3wla+UcopIFvAmcCdwPUl6H8aLR78C2KuUqldKDQCPAtcmeU4ThgBdyK4Ffud9/Dv0lzVlCbOTWkqilGpWSq33Pu4GdgBTSaP3YoxzSBuUxun9M8v7o0ji+zBeDP1U4JDP342k2YfDh5C7cqU4k5RSzaC/vEBlkucTKZ8Vkc3e0E7KhjxGIyLTgWXAu6TpezHqHCCN3gsRyRCRjUAL8JJSKqnvw3gx9OJnW7rGpELuymWIO3cDs4ClQDPwP0mdTYiIiAPd0vMLSqmuZM8nEvycQ1q9F0opt1JqKVANrBCRhcmcz3gx9I1Ajc/f1UBTkuYSFeOoK9dRb7zViru2JHk+YaOUOur9wnqAX5EG74U3Jvxn4GGl1BPezWn1Xvg7h3R8LwCUUh3Aq+h+2kl7H8aLoV8DzBGRGSJiR7c1fCbJcwqbcdaV6xng497HH8en+1i6YH0pvVxHir8X3kXA3wA7lFI/9nkqbd6LQOeQTu+FiFSISLH3cS5wCbCTJL4P4yLrBsCbbvVTIAO4Xyn1n8mdUfiIyEy0Fw8jXblS/jx8u5ABR9FdyJ4CHgNqgYPAB0Y1jk8pApzDe9ChAgXsB/7JirGmIiJyLvAGsAXweDd/HR3jTov3YoxzuIk0eS9EZDF6sTUD7Uw/ppT6roiUkaT3YdwYeoPBYDD4Z7yEbgwGg8EQAGPoDQaDYZxjDL3BYDCMc4yhNxgMhnGOMfQGg8EwzjGG3mAwGMY5xtAbDAbDOOf/AwaaD6MqNEE0AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots()\n", "ax.plot(mins)\n", "ax.plot(maxs)\n", "mean_amplitude = np.mean(maxs) - np.mean(mins)\n", "print(mean_amplitude)" ] }, { "cell_type": "code", "execution_count": 124, "id": "1ea3401e-9a78-4fe6-9f6e-f893f4a74602", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "(0.2585407858557459, 0.29614308175817716)" ] }, "execution_count": 124, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "AVG_WIDTH = 5\n", "\n", "cs = np.cumsum([0, *slopes]) \n", "slopes_mean = (cs[AVG_WIDTH:] - cs[:-AVG_WIDTH]) / float(AVG_WIDTH)\n", "slopes_mean = np.hstack([[slopes_mean[0]]*(AVG_WIDTH//2), slopes_mean, [slopes_mean[-1]]*(AVG_WIDTH//2)])\n", "\n", "fig, ax = plt.subplots(1, 1, figsize=(28, 6))\n", "ax.plot(slope_times, slopes)\n", "ax.plot(slope_times, slopes_mean)\n", "ax.set_xlim([slope_times[0], slope_times[-1]])" ] }, { "cell_type": "code", "execution_count": 127, "id": "db99e126-b4a5-408c-966c-7095c57d8c2e", "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "bar_widths_total = [slope_left/2 + bar + slope_right/2 \n", " for slope_left, bar, slope_right in zip([slope_widths[0], *slope_widths], bar_widths, [*slope_widths, slope_widths[-1]])]\n", "\n", "bar_widths_normalized = []\n", "for bar, slope in zip(bar_widths_total, slopes_mean):\n", " # All times here are in samples\n", " t_transition = mean_amplitude / slope\n", " bar /= t_transition\n", " # 'bar' is now in \"slit-width units\"\n", " bar_widths_normalized.append(bar)\n", "bar_widths_normalized = np.array(bar_widths_normalized)[-59:]\n", "\n", "# note: we're still mirrored\n", "unit_mean_right = np.mean(np.hstack([bar_widths_normalized[:3], bar_widths_normalized[28:33]]))\n", "unit_mean_left = np.mean(np.hstack([bar_widths_normalized[28:33], bar_widths_normalized[-3:]]))\n", "bar_widths_normalized[:30] /= unit_mean_right\n", "bar_widths_normalized[30:] /= unit_mean_left\n", "\n", "fig, axs = plt.subplots(4, 1, figsize=(28, 18), sharex=True)\n", "axs[0].plot(bar_widths_total)\n", "#axs[0].twinx().plot(slope_widths, color='red', alpha=0.5)\n", "axs[0].twinx().plot(1/np.array(slopes_mean), color='red')\n", "axs[0].grid()\n", "\n", "for i in [1,2,3,4]:\n", " axs[1].axhline(i, color='blue')\n", "axs[1].plot(bar_widths_normalized)\n", "for i, (val, w) in enumerate(zip(bar_vals, bar_widths_normalized)):\n", " axs[1].plot([i], [w], marker='o', color=('green' if val else 'red'), alpha=.5)\n", "axs[1].grid()\n", "\n", "axs[2].plot(np.round(bar_widths_normalized))\n", "for i, (val, w) in enumerate(zip(bar_vals, bar_widths_normalized)):\n", " axs[2].plot([i], [round(w)], marker='o', color=('green' if val else 'red'), alpha=.5)\n", "axs[2].grid()\n", "\n", "ref = [1, 1, 1, 1, 3, 1, 2, 1, 2, 2, 2, 2, 2, 2, 1, 2, 2, 1, 2, 1, 3, 2, 1, 1, 4, 1, 1, 1, 1, 1, 1, 1, 3, 2, 1, 1, 3, 2, 1, 1, 2, 2, 2, 1, 2, 1, 2, 2, 3, 2, 1, 1, 2, 1, 2, 2, 1, 1, 1]\n", "ref = list(reversed(ref))\n", "axs[3].plot(np.round(bar_widths_normalized), color='red')\n", "axs[3].plot(ref)\n", "for i, w in enumerate(ref):\n", " axs[3].plot([i], [w], marker='o', color=('green' if i%2==0 else 'red'), alpha=.5)\n", "axs[3].grid()\n", "\n", "# Reference:\n", "# 1 (1) 1 (1) M\n", "# 3 (1) 2 (1)\n", "# 2 (2) 2 (2) 2 (2)\n", "# 1 (2) 2 (1) 2 (1)\n", "# 3 (2) 1 (1) 4 (1) \n", "\n", "# 1 (1) 1 (1) M\n", "\n", "# 3 (2) 1 (1) 3 (2) 1 (1) 2 (2) 2 (1)\n", "# 2 (1) 2 (2) 3 (2) 1 (1) 2 (1) 2 (2)\n", "\n", "# 1 (1) 1 M\n", "\n", "# Looks good so far, we just under-estimate the barcode speed when it's fast, so the results at the start of the barcode (end of trace) are garbled.\n", "# I suspect that we run into a slew-rate limitation of our *very* simple phototransistor circuit here, which only uses a fixed load resistor of IIRC 3k3.\n", "# TODO: Change that load resistor to something lower and see what happens.\n", "# Scratch that, slew rate's fine. Our hysteresis/threshold scheme is just not very precise in timing for fast edges.\n", "# TODO: Fix that." ] }, { "cell_type": "code", "execution_count": 128, "id": "5859c9c7-1f97-4511-a2e0-8c2cecf93a39", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "7 L [1. 2.882 1.232 1.788] [ 5.453 2.988 5.178 1.923 6.713 4.524 8.492 0.113 2.302 7.642 5.603 1.413 1.877 11.824 1.688 1.224 13.217 8.288 8.753 6.067]\n", "1 G [1. 1.991 1.803 2.254] [ 6.218 2.611 2.085 6.255 2.478 3.004 4.676 1.728 1.202 5.692 1.577 0.103 1.71 7.379 4.236 2.629 12.2 4.986 6.593 3.184]\n", "1 L [1.666 2.009 1.4 1. ] [ 1.94 0.472 2.489 4.569 5.02 3.003 10.621 2.586 4.604 3.958 5.821 1.803 1.272 8.22 1.254 1.786 6.626 3.689 3.157 5.289]\n", "2 G [1.644 2.165 1. 1.757] [ 2.439 1.727 2.543 4.355 5.832 5.016 6.802 1.171 1.987 3.254 4.317 1.501 0.213 11.347 1.397 2.686 7.48 6.058 4.769 3.028]\n", "5 G [1. 2.945 1.566 1.224] [ 5.265 2.132 5.574 1.483 6.442 2.999 11.811 0.926 4.368 8.707 7.126 1.684 2.816 9.757 1.374 0.241 13.155 6.89 8.023 8.259]\n", "3 L [1.162 3.677 1.243 1. ] [ 6.25 4.087 9.442 0.19 11.279 5.925 16.253 1.544 6.899 11.604 11.766 4.412 4.574 14.793 1.22 1.057 15.28 10.955 11.118 11.929]\n", "first digit: 8\n", "0\n", "0\n", "1\n", "2\n", "0\n", "2\n", "Code: 8 711253 001202\n", "OK\n" ] }, { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "d_in = bar_widths_normalized[::-1]\n", "\n", "# Digit codes in bar width notation\n", "l_codes = {0: (3, 2, 1, 1),\n", " 1: (2, 2, 2, 1),\n", " 2: (2, 1, 2, 2),\n", " 3: (1, 4, 1, 1),\n", " 4: (1, 1, 3, 2),\n", " 5: (1, 2, 3, 1),\n", " 6: (1, 1, 1, 4),\n", " 7: (1, 3, 1, 2),\n", " 8: (1, 2, 1, 3),\n", " 9: (3, 1, 1, 2)}\n", "g_codes = {0: (1, 1, 2, 3),\n", " 1: (1, 2, 2, 2),\n", " 2: (2, 2, 1, 2),\n", " 3: (1, 1, 4, 1),\n", " 4: (2, 3, 1, 1),\n", " 5: (1, 3, 2, 1),\n", " 6: (4, 1, 1, 1),\n", " 7: (2, 1, 3, 1),\n", " 8: (3, 1, 2, 1),\n", " 9: (2, 1, 1, 3),\n", " 9: (2, 1, 1, 3)}\n", "r_codes = {0: (3, 2, 1, 1),\n", " 1: (2, 2, 2, 1),\n", " 2: (2, 1, 2, 2),\n", " 3: (1, 4, 1, 1),\n", " 4: (1, 1, 3, 2),\n", " 5: (1, 2, 3, 1),\n", " 6: (1, 1, 1, 4),\n", " 7: (1, 3, 1, 2),\n", " 8: (1, 2, 1, 3),\n", " 9: (3, 1, 1, 2)}\n", "left_parity_pattern = {\n", " 0: 'LLLLLL',\n", " 1: 'LLGLGG',\n", " 2: 'LLGGLG',\n", " 3: 'LLGGGL',\n", " 4: 'LGLLGG',\n", " 5: 'LGGLLG',\n", " 6: 'LGGGLL',\n", " 7: 'LGLGLG',\n", " 8: 'LGLGGL',\n", " 9: 'LGGLGL'}\n", "l, g, r = [np.array(list(d.values())) for d in [l_codes, g_codes, r_codes]]\n", "p = np.array([[1 if c == 'G' else 0 for c in w] for w in left_parity_pattern.values()])\n", "\n", "marker_start, code_left, marker_mid, code_right, marker_end = np.split(d_in, np.cumsum([3, 6*4, 5, 6*4]))\n", "code_left, code_right = np.split(code_left, 6), np.split(code_right, 6)\n", "\n", "fig, axs = plt.subplots(1, 15, figsize=(28, 4), sharey=True)\n", "for i, elem in enumerate([marker_start, *code_left, marker_mid, *code_right, marker_end]):\n", " axs[i].plot(elem)\n", "\n", "np.set_printoptions(linewidth=200, precision=3)\n", "first_digit = []\n", "digits = []\n", "for i, elem in enumerate(code_left):\n", " elem = elem - elem.min() + 1\n", " axs[i+1].plot(elem)\n", " tiled = np.tile(elem, (20, 1))\n", " probs = ((tiled - np.vstack([l, g]))**2).sum(axis=1).argmin()\n", " digit = probs % 10\n", " first_digit.append(probs//10)\n", " print(digit, 'LG'[probs//10], elem, ((tiled - np.vstack([l, g]))**2).sum(axis=1))\n", " digits.append(digit)\n", "\n", "first_digit = ((np.tile(first_digit, (10, 1)) - p)**2).sum(axis=1).argmin()\n", "print('first digit:', first_digit)\n", "digits.insert(0, first_digit)\n", "\n", "for elem in code_right:\n", " elem = elem - elem.min() + 1\n", " tiled = np.tile(elem, (10, 1))\n", " digit = ((tiled - r)**2).sum(axis=1).argmin()\n", " print(digit)\n", " digits.append(digit)\n", " \n", "code_str = ''.join(map(str, digits))\n", "code_str = f'{code_str[0]} {code_str[1:7]} {code_str[7:]}'\n", "print('Code:', code_str)\n", "print('OK' if code_str == '8 711253 001202' else 'ERROR')" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.12.3" } }, "nbformat": 4, "nbformat_minor": 5 }