{ "metadata": { "name": "", "signature": "sha256:ed5aac1712863fde5fc6a17c2f5721bf4fde89020d9cc5ccd911d72bcadbe54a" }, "nbformat": 3, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Operating and downloading data from the Nonin WristOx2 3150 on a Mac" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from pylab import *\n", "%matplotlib inline" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 6 }, { "cell_type": "code", "collapsed": false, "input": [ "# Note: if you are missing the \"serial\" package, you'll want to install pySerial\n", "# On a mac, we've had luck installing by typing\n", "# easy_install pySerial\n", "# from the commandline\n", "\n", "\n", "# Interface to Nonin 3150\n", "#\n", "# Using references from Nonin:\n", "# \"3150-Specifications_7970_000-Rev-A.pdf\"\n", "# \"3150 Commands.docx\" (includes format of memory playback)\n", "\n", "from collections import OrderedDict\n", "import datetime\n", "import glob\n", "from dateutil import tz\n", "import serial\n", "import struct\n", "\n", "class Nonin3150:\n", " \"\"\"Interface to Nonin WristOx2 3150\"\"\"\n", " \n", " fields = OrderedDict([\n", " ('Reserved1', 'c'), # Length 1. \n", " ('BluetoothEnable', 'c'), # ASCII len 1. enabled:'1', disabled:'2'\n", " ('ActivationOption', 'c'), # ASCII len 1. always log:'1', use start/stop time:'2', display only:'3'\n", " ('StorageRate', 'c'), # ASCII len 1. every second:'1', 2 seconds: '2', 4 seconds: '4'\n", " ('DisplayOption', 'c'), # ASCII len 1. full display while logging:'1', partial display:'2'\n", " ('StartTime1', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('StopTime1', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('StartTime2', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('StopTime2', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('StartTime3', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('StopTime3', '10s'), # ASCII YYMMDDhhmm. Only used for ActivationOption '2'\n", " ('ProgrammableIdentification', '50s'), # ASCII len 50. Arbitrary ID settable by user\n", " ('SoftwarePartNumber', '4s'), # ASCII len 50. First 4 digits\n", " ('SoftwareRevision', '3s'), # ASCII len 3\n", " ('SoftwareRevDate', '6s'), # ASCII YYMMDD\n", " ('Reserved2', '6s'), # Length 6\n", " ])\n", "\n", " format = ''.join(fields.values())\n", " \n", " date_format = '%Y-%m-%d %H:%M:%S %Z'\n", " \n", " def __init__(self):\n", " candidates = glob.glob('/dev/cu.usbmodem*')\n", " if len(candidates) == 0:\n", " raise Exception(\"Can't find Nonin device. Please be sure it's plugged in using the USB cable.\")\n", " if len(candidates) > 1:\n", " raise Exception(\"Hmm, found multiple USB serial ports. Need to address this issue in the software.\")\n", " self.device_path = candidates[0]\n", " print 'Opening %s...' % self.device_path\n", " self.device = serial.Serial(self.device_path, timeout=1)\n", " print 'Opened %s' % self.device_path\n", " config = self.get_config()\n", " print ('Found Nonin 3150 at %s, software %s.%s.20%s' % \n", " (self.device_path, config['SoftwarePartNumber'], \n", " config['SoftwareRevision'], config['SoftwareRevDate']))\n", " time = self.get_current_time()\n", " print 'Current time as reported by device in GMT: %s' % time.strftime(self.date_format)\n", " localtime = time.astimezone(tz.tzlocal())\n", " print ' (Converted to your current local timezone: %s)' % localtime.strftime(self.date_format)\n", " \n", " def get_config(self):\n", " self.device.flushInput()\n", " self.device.write('CFG?\\r\\n')\n", " self.require_ack()\n", " data = self.require_bytes(134)\n", " checksum = struct.unpack('>H', self.require_bytes(2))[0]\n", " if checksum != sum([ord(ch) for ch in data]):\n", " raise Exception('CFG? incorrect checksum')\n", " unpacked = struct.unpack(self.format, data)\n", " return OrderedDict(zip(self.fields.keys(), unpacked))\n", " \n", " def set_config(self, config):\n", " if config.keys() != self.fields.keys():\n", " raise Exception('config must be an OrderedDict with keys as returned from get_config')\n", " data = struct.pack(self.format, *config.values())\n", " checksum = struct.pack('>H', sum([ord(ch) for ch in data]))\n", " self.device.flushInput()\n", " self.device.write('CFG=' + data + checksum + '\\r\\n')\n", " self.require_ack()\n", " self.require_crlf()\n", " \n", " def enable_logging(self, interval=1):\n", " config = self.get_config()\n", " \n", " # Always log when sensor detects signal\n", " config['ActivationOption'] = '1'\n", " \n", " interval = int(interval)\n", " valid_intervals = [1,2,4]\n", " if not interval in valid_intervals:\n", " raise Exception('interval must be one of %s' % valid_intervals)\n", " config['StorageRate'] = str(interval)\n", " \n", " self.set_config(config)\n", " \n", " # By convention, this library always stores time on the 3150 in UTC, since the 3150\n", " # supports neither daylight savings time nor timezones.\n", " \n", " def get_current_time(self):\n", " self.device.flushInput()\n", " self.device.write('DTM?\\r\\n')\n", " self.require_ack();\n", " time = self.require_bytes(12)\n", " self.require_crlf();\n", " return datetime.datetime.strptime(time, '%y%m%d%H%M%S').replace(tzinfo=tz.tzutc())\n", " \n", " def set_current_time(self):\n", " self.device.flushInput()\n", " # Write time in UTC, format YYMMDDhhmmss\n", " self.device.write(datetime.datetime.utcnow().strftime('DTM=%y%m%d%H%M%S\\r\\n'))\n", " self.require_ack()\n", " self.require_crlf()\n", " \n", " def get_header(self):\n", " self.device.flushInput()\n", " self.device.write('HDR?\\r\\n')\n", " self.require_ack()\n", " return self.read_until_timeout()\n", " \n", " def clear_sessions(self):\n", " self.device.flushInput()\n", " self.device.write(datetime.datetime.utcnow().strftime('MCL!\\r\\n'))\n", " self.require_ack()\n", " self.require_crlf()\n", " \n", " def read_sessions(self):\n", " self.device.flushInput()\n", " self.device.write('MPB?\\r\\n')\n", " self.require_ack()\n", " print 'Reading memory from Nonin...'\n", " memory = self.read_until_timeout()\n", " print 'Read %d bytes' % len(memory)\n", " if len(memory) % 3 != 0:\n", " raise Exception('MPB?: Invalid memory length read')\n", " \n", " # Check and strip checksums\n", " data = []\n", " for i in range(0, len(memory) / 3):\n", " bytes = [ord(ch) for ch in memory[i * 3 : (i + 1) * 3]]\n", " if (bytes[0] + bytes[1]) % 256 != bytes[2]:\n", " raise Exception('MPB?: invalid checksum in triplet %d' % i)\n", " data.append((bytes[0], bytes[1]))\n", "\n", " # Decode sessions\n", " header = (254, 253)\n", " i = 0\n", " sessions = []\n", " while i < len(data):\n", " if data[i] != header:\n", " raise Exception('MPB?: invalid header at triplet %d' % i)\n", " print 'Session header starting at triplet %d' % i\n", " i += 1\n", " \n", " (seconds_per_sample, format) = data[i]\n", " if format != 2:\n", " raise Exception('MPB?: unknown format at triplet %d' % i)\n", " i += 1\n", " print ' Seconds per sample: %d' % seconds_per_sample\n", " \n", " current_time = self.decode_memory_time(data, i); i += 3\n", " \n", " # Don't read start and stop time unless we confirm there are samples\n", " # The Nonin tends to have an empty session, with invalid start and stop time\n", " stop_time_index = i; i += 3;\n", " start_time_index = i; i += 3;\n", " \n", " session = []\n", " valid = False\n", " while i < len(data) and data[i] != header:\n", " if len(session) == 0:\n", " # We have a non-empty session. Go ahead and parse the times\n", " # Samples are reversed in time\n", " sample_time = stop_time = self.decode_memory_time(data, stop_time_index);\n", " start_time = self.decode_memory_time(data, start_time_index);\n", " \n", " if start_time and stop_time:\n", " print ' Time range: %s to %s' % (start_time.strftime(self.date_format),\n", " stop_time.strftime(self.date_format))\n", " valid = True\n", " else:\n", " print ' Invalid start or stop time'\n", "\n", " (pulse_rate, spo2) = data[i]; i += 1\n", " if pulse_rate == 255:\n", " pulse_rate = None\n", " elif pulse_rate > 200:\n", " # Values over 200 are compressed to handle high pulse rates\n", " pulse_rate = 200 + (pulse_rate - 200) * 2\n", " if spo2 == 255:\n", " spo2 = None\n", " session.append((sample_time, pulse_rate, spo2))\n", " if sample_time:\n", " sample_time -= datetime.timedelta(seconds=1)\n", " session.reverse()\n", " \n", " print ' %s data samples' % len(session)\n", " if valid and len(session) > 0:\n", " sessions.append(session)\n", " \n", " print 'Total of %d valid sessions' % len(sessions)\n", " return sessions\n", "\n", " @staticmethod\n", " def decode_memory_time(memory, i):\n", " [(month, day), (year, minute), (second, hour)] = memory[i : i + 3]\n", " try:\n", " return datetime.datetime(year + 2000, month, day, hour, minute, second, tzinfo=tz.tzutc())\n", " except:\n", " print \"Couldn't make a time from YY=%d MM=%d DD=%d HH:MM:SS=%d:%d:%d\" % (year, month, day, hour, minute, second)\n", " return None\n", "\n", " def read_until_timeout(self):\n", " ret = ''\n", " while True:\n", " read = self.device.read(1000)\n", " if read == '':\n", " return ret\n", " ret += read\n", " \n", " def require_bytes(self, n):\n", " ret = ''\n", " while len(ret) < n:\n", " read = self.device.read(n - len(ret))\n", " ret += read\n", " if read == '':\n", " raise Exception('Expected %d bytes but only received %d' % (n, len(ret)))\n", " return ret\n", " \n", " def require_ack(self):\n", " if self.device.read(1) != '\\x06':\n", " raise Exception('Expected ACK not received')\n", " \n", " def require_crlf(self):\n", " if self.device.read(2) != '\\r\\n':\n", " raise Exception('Expected CRLF not received')" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 7 }, { "cell_type": "code", "collapsed": false, "input": [ "nonin = Nonin3150()\n", "\n", "nonin.enable_logging()\n", "\n", "# Set time on Nonin from laptop, using GMT timezone\n", "current_time = nonin.get_current_time()\n", "print 'Before setting Nonin clock:'\n", "print current_time.strftime(' Time on Nonin, GMT: %Y-%m-%d %H:%M:%S UDT')\n", "print current_time.astimezone(tz.tzlocal()).strftime(' Time on Nonin, translated to local timezone: %Y-%m-%d %H:%M:%S%z')\n", "print 'Setting clock on Nonin to current host time...'\n", "nonin.set_current_time()\n", "current_time = nonin.get_current_time()\n", "print 'After setting Nonin clock:'\n", "print current_time.strftime(' Time on Nonin, GMT: %Y-%m-%d %H:%M:%S UDT')\n", "print current_time.astimezone(tz.tzlocal()).strftime(' Time on Nonin, translated to local timezone: %Y-%m-%d %H:%M:%S%z')\n", "\n", "sessions = nonin.read_sessions()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Opening /dev/cu.usbmodemfa131...\n", "Opened /dev/cu.usbmodemfa131\n", "Found Nonin 3150 at /dev/cu.usbmodemfa131, software 7813.026.20130702\n", "Current time as reported by device in GMT: 2014-09-21 22:47:12 UTC\n", " (Converted to your current local timezone: 2014-09-21 18:47:12 EDT)\n", "Before setting Nonin clock:" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", " Time on Nonin, GMT: 2014-09-21 22:47:12 UDT\n", " Time on Nonin, translated to local timezone: 2014-09-21 18:47:12-0400\n", "Setting clock on Nonin to current host time...\n", "After setting Nonin clock:\n", " Time on Nonin, GMT: 2014-09-21 22:46:26 UDT\n", " Time on Nonin, translated to local timezone: 2014-09-21 18:46:26-0400\n", "Reading memory from Nonin...\n", "Read 53082 bytes" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "Session header starting at triplet 0\n", " Seconds per sample: 1\n", " Time range: 2014-09-07 02:22:20 UTC to 2014-09-07 07:16:51 UTC\n", " 17672 data samples" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "Session header starting at triplet 17683\n", " Seconds per sample: 1\n", " 0 data samples\n", "Total of 1 valid sessions\n" ] } ], "prompt_number": 8 }, { "cell_type": "code", "collapsed": false, "input": [ "import itertools\n", "samples = list(itertools.chain(*sessions))\n", "print len(samples), 'samples'\n", "\n", "fig, ax = plt.subplots(figsize=(40,6))\n", "\n", "times = [sample[0] for sample in samples]\n", "\n", "ax.plot(times, [sample[1] for sample in samples], label=\"Pulse\")\n", "ax.plot(times, [sample[2] for sample in samples], label=\"SpO2\")\n", "\n", "# Legend above plot\n", "ax.legend(loc='upper center', bbox_to_anchor=(0.5, 1.10),\n", " fancybox=True, shadow=True, ncol=5)\n", "\n", "# plt.gcf().autofmt_xdate() # Nice dates on X axis\n", "\n", "#ax.xaxis.set_major_formatter(FuncFormatter(lambda x, pos: '%.6f' % x))\n", "\n", "ax.grid(alpha=0.5, linestyle='dashed', linewidth=0.5) # Grid\n", "\n", "ax.xaxis.set_major_formatter(matplotlib.dates.DateFormatter('%m/%d %H:%M:%S %Z', tz=tz.tzlocal()))\n", "plt.xticks(rotation='vertical')\n", "\n", "None" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "17672 samples\n" ] }, { "metadata": {}, "output_type": "display_data", "png": 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qOIbctX5X7TqxS40rN1ZaZpqjBkIrhWrEQyMkSV9u+1K/HvpV7q7u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\nSVdt/9pyMbkUa6xiGI8zHzcvN68iLw1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bgNigWBwddRQA8N3J7/DMumeglCtxaOQhLMhc\nwG2u9KHpeHnTyzx8nAwybH5sMzrHdMbYzWN5KL+X27yMx5s/jqafN4X9LTtUChUaftwQzcKb4dX2\nr6Lntz1BRFj90Gr0SewDQAhXFj8nXnIavOqNKvir/JH2RRrOFp9FWv00BKoDsS9vHz/p98KPL6BR\nSCOM2jAKl0qFUJMapQah/qHIK8+DXCbHrid3weBnQKsFreB0O7lcfauzECKW3ia0/6o9jhUe4+/i\njfE4XXQaljcs+Pjgx/zq3tYRrfHzUz/jpuUmQj8Mxerhq/nYszqsiJ4dLQlbsXr4auSU5XA9AhB0\nkJMvnESvJb1QZa/CTasQRkfMv+9Puh8rh6/EMz88g4XHFkIpV0IpV+LhJg+jzFaGTRc38duo2Nyt\nDQqZAvuf3Y8mpiaYnzkfr2x+BSq5CqdHn0aDwAY83SubXsH8I/PRKqIVPun7Ce5deC9c5EKfxD4o\nry7H3qt7IYMMmx7dhC6xXfg3XzV8FXJv5eKFH19Aw5CGPEQEALzV6S282flNON1ONJjVAGW2Mgxo\nNAB7r+4V+OJzvsNajts8DvMy50GtUOPCmAsI09X4BhLnJmJ2n9l4oOEDdbYbAC6WXETqF6nwU/jh\nytgr0Pvpb5uHocW8Frgv/j58dvgzzttGtxqNGb1n3HEZYuy+spuH/ey6qCsynszwSlNRXYGP9tXY\nrYfzD0M2WQadSse/4Z3gybVPAgCiZ0XjpTYv+bSFxSAiyN+Rwz3Jja3ZW/HxwY8RaYjEyPUj8crm\nV/Bwk4e5nS1G9KxoFFmKoJKrcGr0KX4Sty70+KYHKu2VMPgZuCzXKDWQy+S49PIlyQLD8O+H85A8\nX/avqV87RQu7y859BQCwLmsdIg2R6Lu0r8TmlkGGNQ+tQe/E3rXSJJssjGvGj44VCj6XvPI8aKdo\nsWTQEgxJ8bZ7Hl39KK7euoqfn/IdCsYTw74fhr1X9+KtTm+h0l4JrUrL9aX3dr8HjVKDqIAoXBhz\ngedhvAkAGoU0qtMf1P6r9vyK/15LemH+A/PxxNon8POTP/NT4k+sfQLPpT0HoMZH1i+pH44UHMFb\nnd5CcmgyXtz4Isa3G++zDpPOhGfWPYNRG0ZB76fH0MZDcan0En56/Kc76gNfmLBtAmYfmI24oDhc\nLb+KmMAYnBp9Cl8c/gLP//g8xrUbh1n7Z+HE8yfQbJ5gu3zxwBcYtWEUp+lG1Q3Q28T5GCDwvnUP\nr8OQFUN8LjxolBq0jWyLlvVb4rPDn6FHXA9sv7wdNqdwwnti54l4Z9c7eLTpo7hedR1bs7ci3hiP\nnLIcr0N+Bj8DpvWcxsMjh3wQAplMBoVMgU4xnZCRkwGgxrZlkEGGiZ0n4r3d70EGmSStJ5RyJdzk\n5nXP7j0bl8suY86BOegR1wM7Lu/wOuU6t89cTNw5Ebeqb/Fn03tOx6z9s1BYWQi9nx73hN2DA9cO\nQKvUYmbvmT5DPI9MG4m5fefivZ8F23nVmVUY0WQEvj/zPfRT9Xis2WNYfHyxV76JnSfya+7/te1f\nmLB9AgiEZuHNMDJtpCRcKyDIjOl7psPmtCEpJAljt4yFfqoe8x6Yh+c3PI9wfTiAGj2X2TMAMLbt\nWHxy6BN+WzoANPqkERQyBSZ1mcRDQovziPFs6rP4Kfsn5N7K5WNk0s5JeKfbOyi2FONs8VmE+oci\nWBsM7RQtZDIZYoNi0T22O5acWIIR94zgtM3PnI+VZ1ZKymc+RWZ7hOvCMW7LOCw8thAWh4XLf8+F\nseDpwUitn4qMnAxM7zmd19F9cXco5AokBSfh5I2TMHcx41jhMW4LiRdGWZsTgxPxcJOHUVBZgAB1\ngHATRrpwS8nMXjN52Xuu7kGYfxj3xY/aMAp+Cj8EqoXbMtQKNfR+elTaK+FwO+Cv8ofeT49eS3rx\nhVSX2wWCcCPvPWH38LJ7ftMTQZogAMCwlGH8+aozqzCr9yz+e+GxhTzULQNrF9uUmlY/DYVVhbX6\nWu92c0j3uO7IyMmAm9ycH3hiYueJSDAm4MkfnqyzrEUPLoJ5l/muQhvWRnOQJgh54/KwM2cnZh+Y\nzeVhpCFSMrfFutKHez+EuYsZALiNyW6YZRD7qAAgtV4qOkV3kqbxN+GhlQ/BTW5ugwLC4nLDkIZ3\n3LbaEBsU6/NGWTGNxZZiiZ2cHJqME9dPYPeV3fBT+CEuKA6AYL+P3TIWCpkCw+8Zjte3vQ6ZTIZg\nbTBMOhMPUbGg/wKfdankKgSqA3ldof6hOFog2EdHC45CIVcgSBMEjVIjHDyaUnMYidXxwHcPwEUu\nTOg4AWvOreF+iwVHhDqXDKoZ0yadCYPSByFMV+O/MulMmLFP0DMHLh+IzjGdEaAOgEquknyvmfuF\n+Ro1MwoymQxucvPbd1marJtZ/PfM/TPx0X01uiC79YVB76eHxWHx4o92lx1LBy/lv1/Y8AJig2Jh\n3mWGw+XA7D6zEawN5qGciixFkE2WQS6T48XWL3Ja0uanQS6To1VEK+x+ajcWHVvE6WIQj1/P7+Jw\nO/DUD08BEEINySbLoFao0Ti0MQYsHwCgxkfx3u73oFVqJeuPJp0J35/5Hob3DSAiVDmq0DuhN7Zc\n2gLZZBkWDlgo3CSkMeK9n9/Dcy2f43nXnluLh1c9jKTgJGTdzOI3/LJyAcF+fqrFU+gZ39NnGxZk\nLsBzG56D9U0r90HvvLwTDyY/iOOFx/lmDpPOBLVCzcf01fKr0E7RwuFycP5YFyrsFfjs0GfILMiE\n3k+P7U9sx4WbF/iGCEAY1weuHUBGTgbGbh6LMlsZ7ou/zyv8lCdMOhPGbxmPlWdWcls48eNEqBVq\nLB64GH2W9oHlDQtaLWiF7NJsfNbvM/RN6ov6M+qj6LUiHM4/jAp7Bf8uJp0J9WfUx/B7huP8zfPY\n8tgWPLr6UbzU+qWaOv2F/hWvEdcFlUIF8w4zLpZcxN6rexEVEIVgbTAulVzCo6sfxb/u/Rc6fNUB\n1a5qJIcmo8c3PfDNoG94OD4A+OfWf2Je5jwEa4ORNy4PMpkMr219DRaHpdZ6mQ9cN1WH2KBYZJdm\nAxDWjid3nYyjBUclc+upFk/h62NfS8p4qsVT2HVlFwBhDRQA5mXOw8JjC73bKVfh+PPHEWGIQINZ\nDVBhF9a4ByUPQueYzth4oSY82r6r+wSdBTJM6iL4jT11WLG/XAYZ4o3x3K/SKqIVLpZcRJmtTKKf\nvNvtXZh0JuzP2w9A0FU+u/8zbLywET9e+BEA0DO+Jzac34DNj27GoHThdu9jzx9DvDEeAJCZn4nO\nizrjpdYvISE4gfPopOAknHjhBK6UXUHTz5tCKVdibLuxeP+X9wEA/Rv2x4phKwAIfgFxKEm2kSr7\nlWz0XtIb/RL74e2ub+Mfa/+BFaeFPJ7yXaPUYHbv2TzkpyeUciWOjjqKxOBE7qN4pe0r6BLTBYNX\nDPZK3yCgAc6POY/8inxEzozE5/d/judb1ZTdfXF3nLxxErljc2vdSLb54mYMTh/M9ShA0OX8Vf6Y\n0UuQEa9tfc0r5HFScBJe6/AanttQw8PaRrbFofxDeLfbuxjffjwWZC7ga6PvdH0H7aLaofeS3iAQ\nHrrnISwauAgAuD/3zOgzaPNlG74+ItZV5vSZg7cz3ubj4/xL55EUksTr/iX3F/T6thcIhNc6vIZ3\nuknDEQLg8uBS6SXJPHm1/av4/PDnaBXRCuPajeP9IYMMWx/fKrnNj2HLxS0YsHwAqt/662/+Ik9s\nubiFYAZVVFcQEdHSE0tp+PfDyeFyeKVddnIZwQx6Ys0TXu98odpZLfntcrvIYreQ1WHlz4akD6El\nx5eQxW4hi91CLreLzl88Txa7hd58y02TJ0vLdLgc1OvbXrTx/EZaeGThHdPCcMt2i7TvafnvUmsp\n+U/xv6syakOVvYpgBv14/sda0xy+dpiaftb0D6nvr4Z3d71LMEvHGMygLl934b+DpgXRtfJrlFOa\nQzBDkv67E99R8PRg6vlNT/5sQ9YG6vVtL1pyfAkNXTHUZ71NPmtCLea1oIVHFkqeT9oxiWAGlVhK\n+DPdFB2VWErI5rBRwpwETgMbf57/quxVJDPLaNDyQbTs5DJyupxeaY4XHuflGKcZf08X/uVw+fLl\n/zQJEvT6thf9cO4Hkpll1PSzpnQg7wBlXM6gNgva/KdJ+8vhUsklipkVU+vYvnjzItX/qD7NOzSP\nnlr7lNf7k9dPUsKcBHp548uUOi+VHl31KNkcNq9xvjd3L7We35rsTjs9uupR+vro1/TJgU9o5LqR\nvKyXfnyJ80abw0ZZxVkUMyuGiIhe3fIqTf15Kn17/Fs+xxcfW0yp81Ip+ZNkIiJ66ceX6KM9HxHM\noEYfN5LQ2ezzZjQ4fTD930//57OdPb/pSTCDrpRdoWpnNVnsFv7XYrdQ8ifJBDOo48KOtPH8Rur5\nTU8uqzz/MblosVvI7XaT2+32me6TA58QzKBVZ1ZJnsMMarugLVnsFpqxdwbBDDpbdJb3Jav3nYx3\n6F9b/8X5yvzD88lit9DGgxv5szEbx5Db7abui7vTlotbeBkxs2Jo9ZnVBDOo9fzWNGLlCDJOM9IH\nv3xA5p1mmrBtAhERRc6IpEsll4iIyOqw0onCE5Q0N4nTBTNo4PKBBDNo1r5Z/Nn4zeOp1fxWkrEW\nOzuWLt68SEREj6x6hFrMa0Ewg87cOFPr+BPLfDEcLgdZ7BayOWw8jdVh5f9v8lkTMk4z0sbzGyXv\n2TeFGRQ/J54sdguN3jCaBqcPpnu/urfWb0lEZHfauV5S27f39Q9mkOY9DVU7q8nutAt6y/Y3CWbQ\n2E1jCWbQ5IzJty3H4XKQ0+XkZVjsFjp87TDBDPrnln/yZ2L5Y3PYiIi8+kmMamc1udwu3n/ivmZ1\n2Z12IiJeNpPjC48s5O/F45z1ldvt5jR7jl/2z+12k8vt4rogK4f1vd1pJ5fbxb+5uCxGs/Y9LcEM\nSdusDivd8+k9BDPI7rRL6GA0sPnJ6rY6rLzM+765j2AG7crZxfvQ7XaTw+Xg6Vl/OF1O3pcWu4XT\ncO7COUk7WJ0sLcvna2z7+l7id06Xk9MjfuerLE89m9Fpc9io2lnNxwnLw2hkbfSl6w9cPpBWnFpB\n6afSadDyQVTtrObzX/yN/kh8evBTGrluJD237jn6+MDH/5Y6/tdx4eYFCp4eTIHvB/Jn03ZPo3Gb\nx9G9X91LGZczaHD6YFp6Yik9t+45mrt/LsnMMqqyV5HFbqGhK4bSspPLiIjowWUP0vKTy2nxscU0\nYuUI2nppK8EMumW7RUSCbh89K5pWnl5JA5YNoCfWPEFfZn7J6xXrH+2/bE8wg/LL84mIKPD9QDp8\n7TDV/6g+xc2OI5hBETMi6FLJJRq0fBCln0onzXsaKq4qJovdQrGzY7kM77OkD63PWk+7cnZRh686\n0PjN4wlm0H1z76NBywcRzCCny0mmD02chxqnGfn4vV55nUZvGE0z986k88XnKWpmFBERnS8+TzCD\n5u6fy9tQWFFIoR+E8nn5jzX/oAWZC+j1ra+TeaeZP0+dl0qHrh2SyOZtl7YRzKAlx5fQL1d+obQv\n0oiIqPvi7gQzKGZWDG08v5G6L+5OzT9vTvuu7uO6SnZJdp3youuirrT10lYiInpj2xs0acckav55\nczqSf0QyHgYsG0Cz9s2iyBmRtPnCZuqxuAftu7qPWsxrQXGz4+jU9VM0bMUwWnpiKREJ8944zUjz\nD8+nCdsm8PacKzpHFruF5u6fS8+te46IBFtaP1VPOy/vpNR5qbe1fwYtH0TfnfiOkuYmSXQeNpbe\n3fXuHY3xPbl7qM2CNlT/o/qUdyvvjvKI64mfE099lvQhi91CS44voSHpQ+6qDDGWnVxGg5YPovPF\n57k+64krZVfI9KGJ7E472Z12+r+f/o9gBqXOS6Vtl7bdcV0B7wdQfnn+HdPM9BOL3UILjyykx1Y/\nRi63i3/THot7eOVxuBwknyynKnsVH9N3gtjZsZRVnEVEgizFK6BmnzejuNlxdOHmBUlaNlZCPwjl\nsojpMEweOlwOrmf4srkfX/04fXXkqzppghn0xeEv+O+N5zdSj8U9yOqw0os/vkiz9832mS9keoiX\nH6MutPyiJdeL3975NhEJeg7r54rqCpJPlkvkbviH4ZRdkk0FFQUU8H5AneWbPjTR5dLLVO2spv7f\n9ef8bvnJ5TyNboqOblpuEpHQd3tz93IdfPSG0bT85HIakj7ES9dmEOttYR+EkWGq4a76wBdGrBzB\ndeDUeancz/bcuucIZlDi3ESCGbTu3DreV8NWDCOYQW9tf0viHxqwbACln0rnutvc/XMpbnacZEw8\nseYJzquiZ0XTkPQhlDovlYzTjNyOgRk0OH0wGacZ6b5v7qMmnzXhtk3vb3t7jbPg6cE0fvN4enXL\nqxIbpPvi7mScZqRFRxcRzKCgaUGSfCNWjqBBywfRA989QN0WdSPjNCMtPrbYq3zmOxq4fCBZ7BZ6\ne+fb9Ma2N2jEyhHUYl4LMk4z0mOrH5PkeX3r6zR+83jST9XzZ1N/nkrjNo8jmEFV9ioK/SCUjNOM\ndCT/CEXNjKJnFj1Dz69/XlJO+ql06v9dfyIiSpiTQKeun+I2gs1hox6Le1DqvFSJnBPLgORPkulI\n/hHq8nUXghmUmZ9JoR+E0sQdE+nN7W/y9P/c8k8anD6Ymn/eXKKL9/62N43fPJ66fN3Fp97P+NYj\nqx6hkOkhlHcrT2JnDUkfQoPTB9Og5YMkecT/VpxaQf2/60/Kd5RUZi0ji91C8w/Pp3+s+QcREZ0t\nOksJcxKIqEaHL7GUkPpdNfVb2o/WnF0jGdMj140kmEFfH/2aLHYLzdk/h2AGvbrlVap2Vkv8A52/\n7sz578G8gwQz6LWfXuM6edTMKDJOM9L+q/t5+YzXMRt8/ObxRCTwRzYn2HjdeXknWewWulF5g3RT\ndDRy3Uias38OL4fJOsZ3nC6nxMY9UXiCYAatPbtW0kbGd9m3qqyu5On8p/hz2xBmcL2B0R0yPYQC\n3g/g8p09F/M+z29UbisnmEEvb3xZYm/54vuM5lc2vXJbm5r9m3doHhmnGen+pffT5IzJZJxmpKfX\nPi1JM2f/HBq1fhR9uOdDToevfy9vfJk+3PMh+b3rRyWWkjuq/4dzPxDMoNVnVpPFbqGz58/yd9r3\ntFRZXUmLji6iR1Y9wvvJ4XJ42WVWh5WvwTA+7nQ5JfadZ3oGl9sl+QbsmacNyur2TPtbwGzYusD4\njbhuh8vBbVex74CNSeZDYO0W+ybqqs/utEv61Oawkd1p53WJ07HyWB1sLLK+EvMrltaz7Ra71J8h\n9nGIx7nYV8Dyif2T4rSsHMbvmN4kbrfL7fKy0T3LE9Pscrto3bl11HdJX3phwws0a98sSZmsnxgP\ne2PbG15tOl98niJnRBIR0YRtE2jijon823qOLzGYnsfacrTgKMEM2pC1gS7cvMBl9qj1oyS+W08w\nvSF4ejDBDDqYd5C6LupKMIPGbR5HUTOj6PSN05Q4N1GS7+MDHxNeEeow7zRL+pn5jh5Z9QgtPra4\n1ja8vvV1ghl0o/IGBbwfwH3gRESbLmzierbT5ZSMabHf7k7mG5NbMINU76iIiGjrpa3UbVE3Sboh\n6UNo6YmlpJ+q57rFdye+q7Nst9vtZQsnzEkgw1QDzd0/l7dP856Gxm4aS5MzJtPJ6ycJZlBWcRYt\nyFwgWYu1O+1U76N6FPh+IMEMKreVk/pdtWSu325seILxfv1UPQ1aPohcbhc5XU7KuJxBHb7qwO1b\nm8NGpdZS0rynoak/T6V/bvknL4P1t9+7frzuTgs7cVu6Ntidduq7pC/BDNpycYuEN4i/49Nrn6bU\neamS9ZTVZ1ZT3yV9Sf2umkqtpRIe4Otfyy9a0oG8A1RcVcz1yh3ZO6j9l+1pwrYJ9E7GO3zesLqH\nfz+cBqcPpv7f9fcqj/nLN13YREPShxDMoDVn11BWcRYZpxlJN0VHFruFFJMVBDPowWUPct+j1WEl\nu9NOb2x7g8w7zZT2RRr9cuUXem7dc3yufXzgY3p45cPUen5r2nd1H++z9VnrCWbQiJUj6M3tb9Kk\nHZO4rkJEdDDvIKV9kUYNZjagwemD6f3d79Py3cup9fzWfEzKzDKqqK4gi93C10OM04yUXZJNMIO6\nLupKRESdv+5Mmy9sprGbxpJxmpHGbx7P2x87O5bGbx5Pz/7wrM/+brOgDe3J3UNEgo9i4PKBNGLl\nCD7fxGlv2W6R8h0lERHX3cX8kIi4r+pG5Y1ax9OCzAWSstl3jJgRQeM3j/fS1S12C12vvE76qXqa\n8vMUvibAbB2Ywf0yb25/kybumEgz9s6gl358iZadXEZD0ofQpgubeH8REeetO7J3UKeFnSS6yux9\ns+nN7W/Sq1teJd0UHV8TEK8zEREtP7mcBqcPpi8Of8F1ak9MzphME7ZNkLRlQeYCenz149wPJu6P\nQcsH0YpTK2otqza7FKg97pbyT9xkUyvEsaD1fnrhr0rvM64427Vo8DN4vfMFdpsIg1wm99rp59wk\nvQAAIABJREFUZXVaEagJlDy/dvUakhKSIPcRWlspV0Kn0vE4mf7Kum/Y8YTeT8+vC5XJZLA6rHfc\nntuB7Qar69YfnZ/uf/ZKLhl8x0IXX1/Jrmz1jCsJCGMhRBvidf2f3k+PQE1grdcyWx1WxBnj6ozd\naIQRRASr04oAdQAUcoXkO9V1lZ1aqUaZrQx6Pz0UcgW0cmladprDs63/C8jJyUFsbOx/mgwOm9MG\ng58BKoUKFfYKGPwMUCvU/zXXjP+ZsDqs8Ff51zq2jVoj56MGP4NXuiBNEH/P4udanVYhxrFHXGOd\nnw4qhYrLEM8y2enjIE0Q1Eo1dCodv53G6rAiICgAgepAiTwK9Q/lp4bZvAW85Yi/yh+l1lIY6nm3\nAai54cPgZxBkEjso9etfJusY3Xo/vU9ZJYbndZieYLQGqgO93ivkCmhVWp5GfDKb1WtQGySnEZiM\nLL9ezp9plBrIZMIJaU+eyeJq6/x00Kv0KLWVcr5XdquMp2M0aJSamu/tsEIpV8LpdvJTB+G6cF4+\nK0sMf5W/JEYuuy3EqDXedahHduK/Nvir/FFqK0WQJsi77F+/KetHvZ8epcWl0Pnp6qRDpVBBBZUk\n751CIVNwXUelUHF9gp2MCVAH3HF5CiigUgh0MLliUEvHtaf8YfHdfYHR5etUnUqh4nUB4LKN0e+p\nl4n/z/pKIVNAgZqTh776TgYZp0Mmk0nLUdT0uec3ZzSzW2A8rw5mz1kZjA5PGnz1gc5P4AmMN7A+\nVMpqaPCU9RLeAaAgrwCNEhtxGsR96an7MtQ1tn29Y/T4fFdLWZ50euYRw/PUKAPTsYkIej+9pD1W\np1XS1j8KzAZhN9f9jbuH1SHo0FduXal59qss1vnpOH8PVAdC76dHma0MGqWG68JMfrN8gZpAIXTC\nryEJWB2M/ytkCi4z9Sq91/XZTP/gMlakk0cYIrjuAAgnLfV+en4Ss9pZDaPWCLlMzukzaoxc3qnk\nKuhUOi4/VeUqlAUIso3RzOLeh/iH8CvcmZwPUAcIOpDH1d+euo1YhxLrNyadiT/3V/lLxqzBz4BA\njXBaPFATKAmPxv4q5Apu17AQaowf3U5uimW+1WlFpCFSIoPF3yBcF851N72fntNidQohWSXf3GFF\niH8IHycMjJ4AdYBEzvur/BGkCUKprRRKufK217QHagK9+upuYXVYoVPpfnP4SpvTBr2fHlqVVuj/\n3xFWic0Fg9pQazksDeOZbFwwnfpO4XA5EKAOuGOaxePZ6hT8Okxmit970spODt/NdxL7UdRKNVAm\nyCFfZTAaAtQB3F721GEYv2B6hqfOIx6zvkC/hoMhUVgYq9MKg9oAjVIj5K+lD8V9dCdg5ZTaShEZ\nEAmgxg+gkCm4THO4HVyOsrlXW4gWSfm/+kz8FH7Q+elq+JiIfnYLBSD0nZjfyGQyiV1TW5vFoUnE\np6V/K6wOa83NC/4hsBZaud8NqLnpg7UHqLmuns0RcVnMlmJ94Gnb+smFvhXzt1D/UBwtPCo5PV1q\nLZXwOGbbMJ4gBgt1EhMYI9UfVQINjE5PnVOv0qOwspDbYaW2Up+2INPxWd0GPwOuVVzjNtSxwmPQ\nq6R0GdQGXCy5KGm/QW3AhZILXJZrlVpcLb8Ko9YIf5U/rl29hqYRTSXlBKpr+AiTvey9WqmGzk+H\nS6WXvOwXJgPsLjsMagOX3xGGCK4nhOnCJLSVWgUbTKyLs+/IfAcM4n4OUAfA6rDC4XZI8jNfQ+6t\nXEQFRNV600mgJhAV9gq4yc35jZhXM52TlalSqKBRamB32WFxWLzsXJaW9RX7zX0Lv0Kr0vJb6rQq\nLf/OAeoAns5f5Y+88jxJHczm4P6DX8eXWqnmt1ey8crGk0qh4rcHshtqmF6vVqhreJFcwZ+zm0bF\nbWIQ28KMTka7mHeL8zK6tSotbpbf5Hl8+Utr02vEIYdry8ttYh/+qtoQoA5Aqa0Uej89DH4GlNpK\nvWxqNqatDqvXOzEMagOq7FVwuBwI0gTdkb+XfRNmTxdeK0RyUjJvs1g+s/J82XXs1hWgRkaJv6mv\n9Ay++H5tfo66fC93g9roEsOzfla3mAZf9rtneKw7GQueNmttfhNPWx7wHovi977q9jV2xfZ6bb4C\nSb46bPi6vpFcJodcIf3edfkE5DI514eYXSRuE+snxn/E/ILRwnzJQM1t3ayMum6h8uwPNlf0fnpu\nCwE+fLceYPlCtCE8VB7r1zJbGddnPUO4Wh1WyMvlcBvd3D/KwG6o9vSv1gYmLzztKTGPZD6q2vxD\ndYGtXbKyWPme641MZtqcNijlSpTZyvi3qw0ymUxqo4rsXqafMZs8TBeGiuoKSRs911FVCiEsfam1\nRlc1qA0SPiSXye/qhjI2nmxOW40skkltcp2fDmqlWtC3XQ6u93qWwfRudgP67W5HVSlUXM/x9DuL\n+YjeT/C1i+VToCYQFocFdpcdgepAzuNr86Exm0n8DZjNZ3VYEeYf5jX/9So9LpddRj19PS9+JPaX\ns3YGqgO53R7qHwqtSgu5TA4XuaBSqCCTyaCU1fAZg9qAMlsZrA4rL4d921KrIFs9bT22jsDGR4Qh\ngvMJtharU+lQpapCqVVYU6i8WinRSZVypUTHAsB1d6BmzZnRZVB7y/c61wvg7UtpENAAN6pu+FwX\n05AGbnLD6Xb6DBknaXddvpBf+YKvb1ViK0G4LtynbORz7df2edp5rOz6hvoSnUbvp5esr0lo+XXe\naFVazkcD1AGwOW0oqCjgdom4v8V59X56iV/IV1tr07cAgZeJ+4P5Kf9I/CU221woEa623ZmzE+G6\ncJy6cap2ZdgjvuRvRWZ+JnJv5UIpV6KwsvCuy9OqtDhacJQL1buBXCaHSqHC9svb0Ty8Oc4Unbnr\nMuoqW/zXF7RKLS6WXMRNy01k3cxCu6h2d+3c+b0orCzE5dLLaBfVDjKZDFdvXeVXo3miWXgz2F12\nnCs+d9tyzxafBQDsytkleX711lXsytkFAsHusgvXkbprhn9GTgZkkOHk9ZMwao0oshTxMo4VHuPx\nFgsqC7zKBn4NCaUx4vSN05L37Kq0XTm70DS8KVRylbA4KK8xgu8EWqVWuHr6DuLpllhLfNL434qi\nqiIcunaozmv2/gyoFCqk1U/j89XusiOnLEdwasgVKLWVevW7TCZDqH8oii3FaBPZ5k+LS2x1WJFT\nloMQ/xCcLTrrM41CrkDz8Ob8evAwXRiKLcVeMcPvBi3qtRCuy9QaEaQJQtbNLK/rp8VgMTnPFp2V\nbBgTv8+vyMeh/ENoGNIQF25eQEFFAQBB4T1bdBY3qm7g0LVDEtlwpOAInOREpCGypiyVVHZoVVpU\n2CuwK2cXcm7loGVES2hVWhwrPIbD+Ydxuui0ELrl1hW43C4cKzzGr/j03Kx4u/nJlOHbzfeb1pvC\nlZC/U76J6/JVJwsHVJc81Sq1uFx2WfIbAI//7FnXkYIj/BtW2atg1Bp5PjEtbnIjuywbu3J2CVfL\nesSZrqiuQNbNLBg1Ah82aoRyxOPjYslFLyckIFzJetNyE/kV+Tz0wB/Rl17t9RGP3BP8akaVMDZS\nwlL+cDoYPGPwMrrE3+C3wHPO/Fn4T9VbG2rbnPx7Yh/fyRj6/xkapQbnis+h1FrqJTcPXjsIjVKD\nSEMkogOjsT9vv+RbxBnjJKFHCisLkVWcBblMjnZR7Wp1Mlwuu4xAdSDkMjnXJX8LLpZcBBFJrjtl\nyCrOQmFlIeQyOdpGtUV5dTlO3ziNhiEN+cZOMUw6E4osRVwup9VPw/mb51Fpr4RGqUHT8KY4dO0Q\nAKBBYAPkled5yfDGYY3hdDtx4eYFqJVqNA9vjoPXDtZKf31Dfej99LhwsybsiEFtQFr9NOTeysXl\nUkEuyGQytIlsg+zSbPir/FFYWYjjhccRqAmEo8TB9eoLJRfQ1CTov0cKjnAbT6vS4lSR1N7TKrU4\nW3wWLrcL54rPQasUrijOr8jnusquK7vQKqIVAKC8uhzrz6/nC4JiHTyvPI/rH+zvkYIjICI4XA7u\nhGK6ZZW9iuv6RwqOwE/hx20j8XxlegJzEIgX7C+UC3224/IOvqANSOXXkYIjOFt8Fj3je0Kr1KLK\nUYWMnAwe1uVc8TnsytmFJqYmyCvPk4xtjVKDHTk74CY3kkOTa/pNpUVmQabkt1i+swXsXTm7+CZa\np9sJrVKLYksxyqvLoVVqa3SV2/BeJvPrG+rjUP4hJDZJhFalxYG8A3C4HIgwRCAxOBHnis/BqDWi\nyl4l6DaqmljsVQ6hv1kIxcTgRFyvug6jxohNFzdJFw9F/X+1XLDnrldd59+r2FKMIE0Qii3FfNx5\ngtn6WpUW+/L2odJeiXZR7bgzV7zAn12ajfyKfLSLauflWGQ2gJvcyL2Vi8TgRP7O6rDi+PXjaBvZ\nFidvnIROpYOb3EJIs1+vt75puSn5NqdunMKlkksI14fX6nQtqCjg/MHpdkKtVKN1RGucLjrN+6DS\nXoldObsQExSDcF04n+Pnis9JeAJbMNP56SThubKKsxCmExypLMRBsDaYL8qy6521Si1OXD+BKnsV\nLpUKIZo0Sg0KKgrQNLyphGYA2JO7x6ef42zRWZRaS3Hl1hU0MTXhfJylU8gVyCzIhFalRZW9iucL\n0gSheb3mnObCykIePkkMtrBxtvgsSqwlaBjSkIdpFPfDb4FWqcXpIoHXBKgDkFo/lb87ef0kt/HF\nPD2rOIvrz1qlFueKz+H0jdO4xySEQrlUcgl55Xk8fMeOyztg1BhR7apG28i2uFp+FXKZnId9JSLs\nz9vPx+3FkotoHdFaQicLB+d0O5GRkwG1Qg0C8fnup/CDw+3Azss7cW/0vV6LME63ExX2ColOxsI6\nHM4/jLigOBAEfiq2DbQqLQ81ceXWFagV6jvW57RKLT8MJbapAzWBiA2K5aERaiuvnr4eGoU2Qk5Z\nDg/hpfcTDvCdvHESeeV5AIR5CADpp9N53nVZ6zgNDCeunxBkkUo6Z+tatK+0V6KwspDzBjH/zyvP\ng1FjxPHC46iwV9To6T7K06qE/hbzenFaRqenf4TZHXFBcTX2nq/yf82vUWh4mstll3Gm6Axa1Gvh\nMx8bAxLbzeOZmD6tUotrFdfQRtnGi8ZD1w4hIydDMsbEZRZbir2f/yoDxGMYEPq4ylGFHTk78GTz\nJyXl5JXneYWjYzT7Crcqriu/Ip9vAvTMn1eeh6Rgbz1PnOZa+TVBj/lVT2D5duXsEvi35+EAmQxq\npZrn8yzP518f31YczsGXTVVXXl++AaaHs7HM8inlSshlcu4PE6Oug511+SjEYP0mk8m4HKjNRvyj\n1ghqw53SXFueuujOvZUr6HUhyV5liNOtObdGCHdwhwcr67KntUotfsn9RcLf/sbf+LOhVWlxo+qG\nsAHrNusctfGrEmsJCisLffLqu6GD/ZXYpbeZG4w3in1ujP8yuahValFeXc7XgworC3Gu+BwMfgbc\nwq061z1PF532CgV3vfI6zhWfQ3aZoM/uzNnJ7an91/ZjZMuROHH9xB82r5lOAQj+zYycDBwpOOJT\nbp+4fgJuciNQHVinb9yz/JvWm7hcelkIT/SrrXjqxikAgj7MNtAfLTzKQwztvboXZ4rOeNlOWpWW\ny59dObt+t0xg+ZndLK7n+PXjOJx/mD9nPqasm1k+Q9lVu6qxNXsrwnXhEnvwTuqvK61W5a0zMf1L\nrVTfkczQqrQ4eO0grlVck9RZYi1Bdlk2GoU28pmH6Zt10S3xo3i0x9cFCOIyDpccRpmtjM9N5tM5\nVXQK9XTCJp9D+Ye4z+ZY4TEYNUbkV+RDJpMhITiB6yonrp/gNimjXasUNg6XWmvW8sQ0sW+qlCv5\n2GNrwjetN322if3/YslFrzCK4r47lH+I70doZmqG7Ze3w6Qz8c0nDCys39GCozhw7QAAwVchtpMq\n7ZUwaoz4+crPaBAghPRWK9WodtboYr7mCyDojFsubsGolqO83onHNLMzma0DAPkV+ThbdBZni88i\n3hgPrVKLK7euCJsnf/W7FFuKvdZJM/Mzve2GX7/LhZILkjWkY4XHuL4f4h+Cc8XnoFFoJDo1g85P\nh5SwFJwtPosuMV2kff6rXg4ItpO4Pxj/8qQzSBOEE9dPAPDeY3A7/CU227BFs4dWPoSk4CTUN9TH\n8y19xzZLCklCt9huaBfV7nfV+UXmF/jm+DcwqA1oamoqcZbdCbrEdMHSk0KsSXEMwDvF0JSheOHH\nF9AvsR+Wn16OIY2943b/VgxLGVZne8J0YXCTGyNWjcC27G048fwJiYPsz8BbO97CV0e/4vHXXtr0\nErJLsyVx1QHgStkVPNXiKVyruIZdV3bxUzq1gU36SRmTJM+VciV/NiRlCGQyGVQKFSIMEcivyMfb\nGW/ztI80eQTrz6+XlPFY08eQGJyIQHWgV9kA0LJ+SwxoNAALjizAqYxTXu8+PfQpzhSdQWxQLPom\n9eXv+iT0wY2qG3XGlQWAwY0HI7s0GwnBCT7fix05AeoAnzT+N6LYUgxNngYnj5xE+wbt/6O0ZOZn\nYkLHCSi2FCM2KBbhunBcr7oOk84El9uFxqGNvfr9TNEZFFuK4a/yx6IHF2HYPcP+FFoXHVuE0RtH\nY3Sr0diavRX1DfW90hwvPI5hKcOw/vx6RBgi+Om7xmGNf1Odl0sv48XWL+L17a/jyRZP4usHv8b0\nPdPRxNSk1jwapQYKmQLzj8zHBz0/8HrPTlUdKzyGCR0n4KGVD2HJiSVICE7A1VtXkfJZCpqamsKo\nNWJAQyG2bocGHTB85XAAwLoR63hZbSLboHVEazQIFJSPAHUAusZ2xaSMSZBBhqampgjTheFaxTW0\nXtAaDQIaYEr3KVhxegXST6cjsyAT94Tdg0eaPoJEo5S/9krohU0XN6FlhO953D22O4qqinxuVAGA\nt7u8jT25e3Cq6BR+zv0ZjzR5pNY+u1M0Dm2MNpFtEBsUK3n+ZIsn0TxcWKhoYmrC4zZ7onm95vju\n1HdIrZcKhVzBFWydnw6dojvhRtUNrsB0jemK5aeXI+NKBgCgW1w3RAdGo29iX/SI64GogCicuH4C\nTU1NYXPasPz0ckzKmIReCb0kRkGgOhD3Rt+LK7euYFTLUdh2eRt6JfTC9svb0TCkIYalDMPeq3sh\nk8nQPa67hN4mpiaYuHMi2kW1g1alxdCUobhRdYOfBvgj0TuhN5RyJV/08MTjzR5HTGAMAGHc7czZ\n6UXvHwVzF7OXsZtWPw2tIlqhY3RHtI1syxem7hbB2mB0aNCBL2z/WWge3hwt67f0uVnhP4EJHSf4\n3Oz5dOrTkg0Jd4OusV1RZCniN1/8DSniguLw0b6PUGYrwzcDvwEAPNzkYSw7tQz3fXsfAKBjdEfM\n6DUDfZf25YudJdYSxATGYMMjG3hZb2x/A3uv7sWNqhtYNmQZeif29lnn7tzdeLL5kzDpTHhv93tY\n+KB3POs7QbPPhQ3izknem7EeWPYAj0O/ZNAS/HTpJ8w9OBfxxnhYHBaJ7l5eXY5jhcdg0pmQHJqM\nSyWX8Hyr5zF512R0aNAB+/P2Y1LnSfjk0CcI0gThws0LCPEPkSzM5Vfko3dCb5RYS3Cs8BiyS7Mx\nsfNEfHzwY59OE6vDikp7JdLqpyGzIJMvRO3J3YPKNyrx4sYXkVOWg2BtMM4WncVn93+GYd8Pg8HP\nAIfbgTaRbdA3sS/ijfESvfqpFk+hvLocb+54EwCQYExAlb0Ku3N3Y1DyIJ6uY3RHjNowCs3DmyP3\nVi7ijfFwuB3Q++mxI2cH5DI5Ju+ajKxiYSFXKVdixekVWPTgIuj99Jh7cC4mZUxC7q1c5JTloFdC\nL17/L7m/4JFVjyAmKAZ9EvtAq9Sib2JfWBwWpISlQKsUbtToGN0RXx79EkNSauyyvol9ERMUA6Vc\niS4xXfDtiW8BAIOTB6NxWGMMTB6IJpYmuCm7iUull/DRvo/wQMMHoFao0SuhF/om9kWAOgBZxVk8\nDve8++dBq9KiV0IvdF/cHQRCq4hWuFR6CU+vexpDGg9Bpb1SIsM7NOiAGfuEmNoTOk7gz3vF98K4\nLeN4mtYRrREZEIkODTogITgBYf5haBreFJMyJiE6MBpp9dPQPLw5GgQ2QHRgNJRyJcJ0YVxXud3J\nx26x3ZB+Oh3mXWYAwPSe01FeXY61WWux9ORSON1OLBuyDFfLryIlLAV9Evsg40oGHm7yMMJ0YWhR\nrwWUciUMagM6RnfEo6sfxc6cnUitl4qByQPxyuZX0CikEe5Pul9ys9A9YcLGBKZr92/YH/UN9dE+\nqj3iguJQYiuRjDsxjBojEoIT0CehD9JPp+OtHW8hfWg61p5bCwC4ZbvF0z62+jEcuHYAPz/5syR2\n903LTbz606uY1nMaquxVWHZymUS2f3/me/xj7T9wccxFNJ/XHK0iWsHusuPE9RN4JvUZAMIBks4x\nnQEAicGJwoadjxPxcpuXMafvHJ+0T9g+Afvz9iNYG4x9efsAAKuHr8bi44sxq/cs6P306B7XHS9v\nfhlh/mF4ovkT+L+t/yfM0+KzGNBoAC+rdWRr9EvqhyBNEPZe3YvRrUcDAJI/TcbTLZ5GSlgKZh+Y\nzTc2NA5rDIfLgcGNB0MhVyAxOBF55XlYdmoZRq4fifuT7keDgAaYlzkP9HbNph7mIxmwfACCtcGY\nd/88AILPpMhShPTT6Qj+QLD5dzyxA92/Efrx8WaPAxD0ynFbxkEpV6JDgw683L1X98L+lh0ymYzz\n025x3STOw65xXdEjpQf2Xt2Lh1Y+BLlMjseaPYbRrUaj1FaKXgm9uB78W9ChQQfOa/bk7oHtLRvf\nlNVsXjOebsnJJZjRW5iv6afTOT9qE9kGP2X/hK6Lu6LotSIAwIhVI+AmN5qYmuBIwRH0+KYHL+f8\nS+fReVFnGPwMOD9G2MBz/uZ59Py2JzpGd0T3uO7IvZUr0fXe7fYuv92iVUQr9F7SG/HGeGSXZiNc\nFw4/hR93vnf/pjvWP7weDzR8QNLO3Vd2A6jZmNQ5pjMulV6CSWfCp4c+xdpza5EQnIChKUMljnzx\nBoYSawkOFxzGyLSRd9S3DzR8AIqLChRbiiU29Z7cPZjUZRK+OvoVv1GEbWBjsDltKLGWIOulLBy/\nfhz3NrgXvRN6o1tsNxARms9rzv0lTUxNIJfJsfHCRiQYE/jhKADom9QXPbN6Ylv2NjSfJ/QpW0jo\nGtsVS08uRZ+EPpK6n2zxJOQyOXQqHXrG90SlvRJDGg9BYWUh2ke1R5/EPojQR+Bi6UUMTh6MsVvG\nAhD03Z7xPdE5urNXX/Rv2B+ZBZlePqKuMV1RVFWEpJAkPJv6rNdhlXsb3Ivj14+jU3Qn2Jw2FFuK\nfW4KCdIEoWN0R3SKERYCWtRrgcm7JuNG1Q281/093Ki6gfZRUt9LWv00rM1ai/4N+/Nnzes1h/yE\nnMvy/g3740zRGQRpgtAvqR9+zPkRbSKlm20SjAm4VX0L3RZ3Q9/Evl5t6BrbFQWVBV7zNCUsBUSC\nrAzxD0HPuJ5883GEIQJHCo5gVu9ZPH3LiJbYcGEDesb3lJTTJaYLlpxcgm6x3bz6haFhSENoVVr0\nS+rnJRM7RnfEmeIz6Bjdsdb88cZ4NAhsIPFZNw5rDD+FHx/bvRO89dGhKUORX5HvZb+3i2qHrrFd\nue52j+kedInp4tOHOCxlGN9gFOofig4NOkh8FP2S+iFcHy65dYmhiakJusR0kdh+qfVS0TuhNxqF\nNkKHBh0ktsuwlGHIr8iXHCrx5SsRI1AdiG6x3bza6AvDUoYhKTgJ49qNQ6W9Eg1DGqJNZBsvX/cD\nDR9A1s0sr5upboehKUO5TK4LgepAdIzueFc2cXJoMrrGdkWn6E5ICUtB55jOaBvVVpKGjencW7l4\nrOljtZaVEpaCt3a+haamO/fZxwTGoH1Ue5/9/GCjBzEoXZiz6UPTvd57IrV+KpfPf+Nv/FGIDYpF\nPX09uNwuvvnYE2G6MLSPao/Ueqle77QqLUL9QzFh+wQQ0W8+2GrUGNE1tiuiA6Nh8BNsk19yf/GS\nXZ7oGN0RmQWZGNx4MII0QQjXh2NQ8iBk5mdCJpOhb2JfGLVGtI9qj66LuwIQNgXHBcWhf8P+uBp8\ntVZ99N7oezFm0xh0aNABI5qM4M8n7ZyEjCsZqKevh0hDJL4+9jX6N+yPdlHtMHzlcPRO6I3ZB2bj\n/R7v/6a+8ERyaDJUChXaRraF0+1Et8Xd0CikEca0GePVF/My52FoylAY/Ax1rl2JwWy8+769D3o/\nPR5s9CBKbaU4fv04Ig2RWHR8EYakDEFa/TSsObcGK8+uhFwmx/LTywEAr7R9RVIesx0LKwvxyaFP\nJDbQb0GIfwgUMgXaRLaR2IQRhgi4yY0pu6fg8/s/58+H3zMc1yqu+ZTNNqcND618CDGBMUgKSarV\nlyxGl5guKKgs4LdX+kK7qHbYl7dPom/EBsUiOjAabSPb1ppPjJ5xPbHhguA/YzpehCECjUIaocxW\n5nOcdozuiJM3TnI9UoxeCb2gUqgQFRCFjtEdcb7kPGICY+Cv8kf/hv25jvJmpzcxZfcUn+v/afXT\nsPrcajQNbwqTzoS2kW3ROaYz39Q+OHkwogOjse78Ovx44Ueeb2TaSOzL24cSawnfPD648WCkzU+D\nXCbH1O5TUWYrw56re9A0vCluFN1ASlgKXvjxBZwtPivxpbWOaI37k+6HVqXFM+sEW95f5Y9JGZMQ\nb4xHVEAUWkW0QueYzhI9q29iX/yc+7OXzGfoEdcDP2T9gE0XN8GoMaJvUl98sPcDZJdmc5tZjNR6\nqWjzZRtEGCJwf9L9KLWVSuykbnHdEB8UjwVHFgAQfHqH8g8hLiiOr38BwMttXvYqOyYwBjtzdta6\nDjjsHkHPY+1jtk5mQSaKLEXos7QPcm/l4o1Obwg+QZcDmQWZGJk2Eg0CGiDOGOe1TrodNc9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Fx0+EUIh8PRdlDlrEIwEsRvP/gtXJUujOo1Ku53+f4b3DgYo3uJvbynjJiie05trmtGc20zzht1\nHgY2DESjtxFTR0xFU21TTq9Pn9o+uPejewGITvdfG/+Fm068CWcMPSPt5F1TbRMGdx+M0wefrlvu\nRN+JmDlmJvp264uWuhYMbBiI6SOnY3iP4fA1+HDm0DOTBgYnDzwZM8fMRM/qnln/HacNOg1bD2zF\nj8f/GA2eBrTUtqDOXYfzR5+PQY2Dsj5eqZF9o2q6VXXDkMYhRe9Liayials0Q7WrGj28PTBtxLSk\n/YNH9ByBS8ZegpeWv4TP2j7D1ROuju7H3OBpgKvChdvfux3fOuJbeGPNG/h488e45eRbMLBxIELh\nEKqcVdjTuQc3vXsT3l33LvrW9cUtC27Bz475Gc4edjYqKyrRt1vfaFn5b0nbEjzy6SMY0DAA/br1\nQ5WzCit2rsAnmz/BzvadWLB+AUb1GoXJwyfjzCFnosJRkdQ3Tx85Hcccdgyaa5sRCofQ2tSKK8Zd\ngUGNg3DeqPPQozoW1FnnrkODpwHTRk5Dn9o+aKptgrvSjfNHn4+RvUaipa4FLXUt0fFRo6cR3xz5\nTfSp7RM9huwDjznsGJwz7Bz4Gnyi3x99HnrX9E563d2VbnT3dkdrUyvOHX5udEKib514PSYOmIiz\nhp4FZ4UTTbVNCIVDmD5yOk7ynYRvjvomhnQfkvI9dVW40LumNyYPn5x2j/LmumbUueswY9QM3b3e\nG72NaPQ0YvrI6Th+wPE4rt9xSePD3jW90ae2DyYPnxx33dBS24KvH/Z1nDzoZNPH4UbbY2tTa/Q9\nlMY2jcWpg07F0B5Do/UPR8JobWrF1BFTUeOOBeOM7zseM0bNQK+a+Mm9Y/sdi4sOvwgDGwea8NcY\nM6LnCEwfOT267zogJjrqq+rR3dvd8LhpXPM4TB0xFbXuWgDA6F6jcebQMws6GSnb4LjmcTiizxFY\nsnUJLjr8IvzqjV/hay1fwwVjLsALX7yAuV/NRUewA59u/hQzRs3A+aPPx4ieI6Kvv7vSHW3fQ7oP\nwVlDz8Kjnz6Kod2HYtaEWTht8Gm46PCLMLTHUEwbOS36N2rrUeGowKmDT0WNqwaVFZW4bt51GNg4\nEP9c9U8c0ecIjO87HpOHT4bH5cHezr3YsHcDLhh9AWaMmoHmuubosbpVdUNVZRUGNgyMnhf61PTB\n6UNOTxony3PDk0uexEcbPoIDDvzg6B9gZM+ROG/UeWj0NqJvXV9M6D8hqb001TbhwX8/iOkjp+O8\nkefhiD5H4IwhZ8Dj9ERfizG9x2D6KHG+mzZiWtx5SR6jzl2HvV17MWX4FFw45kKcOfRMjO87Pvpc\nA+oH4Nzh58a1b3kuqnJWYdqIaTjmsGOS2rJsiz28PdDoacT3x30fvWt6o7m2GTNGz8CAhgE5fWb0\n9K3ri3n+edh2YBt+8+5v8MBZD2DSgEm46PCL0FTbhPv/dT/6N/THzDEzcdrg0+IWSuesmIP317+P\ns4aehTOGnIGTBp0Eh8OBUwedipljZmJsn7E40Xcienh74PgBx+PkgSfD6/SiylmFPjV9cP7o83XP\nkYkaPA3oWd0T5w47FwMbBuLUQadG29axhx2LET1H4LBuhyX1V/269cOMUTPQr75f3PG8Ti96eHtg\n8vDJ0WDRRFOGT8FlR16Gek99Hq9uTN+6vvA1+PDNUd/E8f2PxznDzkm6tnVWONG7pjdclS5cMOYC\njOk9JlZnl6jzlOFT0FInvsBT6aiEr8GHiQMmosJRgRN9J2LG6Blx553BjYMxfeR006//Jvkm4cLD\nL4zWRRVDuw/FxAET4167fKXqGyf2n4gZo2ZEg8Dy1a++H1r7tJpadyKVDOk+BCcNPMnQF/70JLbF\n4/odh5ljZpraJxIVW4/qHnA4HBjXPC7puk8l/ev7o1d1L1x59JUY1zLO0HVjU20T/rrsr+hT0wcN\nngZc/o/L8ZPxP0m5LtZS14Ie3h66YzczVFZU4rBuh+HUwaeaeo3WUtuCcS3jcPqQ020VOHva4NNw\nwZgLkq7JU2ltaoV/tx9Xff0q08bHZJyvwYdzhp6TNLco22J3b3f08PbAucPPTbrGqPfUo9HTiCnD\np5gaKK7VUteCo1uOjrsWjtbR04AGTwOmj5weN1+YirvSjd41vXH20LNRV5X+y/29a3pjZM+ROa2j\nVDgq0FzbjMnDJ+PwPodn/fhs9a3rixN8+mvqdVV12H5wO070nYhLxl6CsU1j836+gQ0Dcc6wc1Je\nW9xwww0AcIPe73KdaTwPwBkQmW0A4FoAXQAuA3ACgK0AmgDMB5C4Qh6RKXPt4PrrgYoKcVuKQuEQ\nXDe5ELouBIfDgZ3tO9Hjjh548KwH8cOv/TDr4zlucODvM/+Oc4edi8obKxG8LhjXYW4/uB297uyF\nO0+9E7887pdm/ilEtrK3cy/qb6vHzSfejGuOv8bq6pjCcYMDP/raj7C0bSneXvs2Itfb51xPRET2\nMf2v0/Hi8hex4Wcb0Ldb37jfDb1/KP550T/x6upXsWrHKtx/1v1xv/9y15cYfJ9YpLx24rX43Ue/\nw8afb0x78fzE4idwyUuX4OULX8bZw84GALy0/CX8adGfMKbXGHhdXlx7/LUm/5VEVGhvfvkmbl1w\nK+Z+Zy7OfOpMXDX+KhzdcjT63BUfIGJ0TOu4wYHpI6fj+fOfz7ou4UgYlTdW4raTb8P2g9tx52l3\nZn2MbJz7zLlYvXM1Lh17KX494deGHyev9ycPn1zA2tnDfR/dhy+2fYFHPn0Ewf8ORif/NuzdgH73\n9MM/LvwHzhl2TtLjrpl7DW5ZcAuvlYiIiIgoyRUvX4GxfcZi4oCJuOC5C7Dsh8usrhIRESGaMUk3\nribXsMGlACZCbBtVDeAsAIcB6AMRaINDt310H03KkHuyy33G5b7j8jYXDjjQGeqEq9KVFJlaqNRz\nRHaTaZsMO9PbJoGIiMgs6bay8Dq9aA+0oz3QnjYVKwC0Bw+VM7rloeZ40ecJZn48EalJtmMA0XNB\nvu051y8WVTgqUFVZhd0du4tyfeB1erGrfVdJXosUi9fpxa6OXfA6vXHfsss058FrJSIiIiJKxev0\nGp6rICIiNeS6mfJyALcDeB3AAQCLAIQSykQO/SPF1VXVYfyj4zG+ZXw09dOsubPw82N/njbNeigc\nwqlPnordHbvj7v/RKz9Co7cRde7kdFUy3VxiGm2iciNTwKqwbZ6Z+nXrh/1d+/HeuvesrgoREZWo\nGpfYWkdv4qmuqg6n//l0bD2wFTdMSs7sKbflcVe68fjix+GscGZMyy5TsGrHtnVVdXh//ftYuGUh\nbj7x5pz/FiKyTl1VHRZtWYSjHj4KK3asQK27Nin4JN0WaXp6eDOneE6lW1U3PLrwUfzncf+Z8zGM\nqnPXoe1Am+41eyapthAqN3VVdfi/1f+XNLchr+9SzXmotoUQEREREanDVenCI588gnV71qEz1Gl1\ndYiIyACzNqz/DYANAH4KYBKALQCaAcyDzjZSl1xySfSH1tZWtLa2wufzwefzJR3Y7/fD7/cn3V+s\n8onbSFldn0KU37xvM/ZV78Pty27H1OFTcSBwAA9/8jA6r+3EpvWbUh6/R3MP9LmrDxZctiB6/5ov\n12DXll0AxASe3EteW5/VO1ejf31/uCvdtnh9WJ7lC1X+7UVvo3NHJ9yVbiXqk2/5ne070c3dDc39\nmtGjpQeaaptsVX+WZ3mWZ3mWt0f5Xe27sO3gNgzrMSyp/PaD2/Efr/4HNu7diKVXL8XoYaOTjjP3\n07nYs3UPth/cjhpXTXQrqlT1Wf3lary7+F0MaBgQzdoYjoTRUduBpsOaMKrXqLj9y61+fVie5Vne\nWPkBAwZgadtSBMIBOCucGNN7DNatXYd5C+dFg256eHvAVekydPy2/W2oddei2l2dU30i9RHs6tiF\nET1HRAM2CvX67GzfCf9uP2oO1GDzhs2Gj7/wi4XYs3WP6fWxY/m+/fpiadtSNHob4WvwxZXftG8T\nmmqbon2G9vjBcBDbDmxDc12zrf5elmd5lmd5lmd5lmd5li98+Tc/eRNTHp6C8X3HY1TPUZgxeoat\n6s/yLM/yLF8q5efPn4/58+dH77/hhhuAFHE1unca1BtAG4D+AF4DcAyAawDsgMh6MwtAw6FbrUiu\nqZWLye/3w+dLDrYpVRv2bsD4P4zH1BFTMab3GMx6cxY2/HwDulV1S/mYtgNtGP0/o7HtV9uKWFMq\nN7ItEpH12B6J1MC2mN6x/3ssPtzwISLXq3/NQfbH9kikBrZFInWwPRKpgW2RSB1G2+P2g9sx/IHh\nmNh/Ii4ZewmmjZxW+MoRlRH2jZSrQzsB6cbVVORx3OcALAMwB8APAewBcBuAUwGsBHDSoZ9tSS+a\nqZR5nV4cDBzEro5d8Dg9cDgcWLdnHdoOtKHtQBv2dOzBzvad0Z/bDrRh496N3DeSCq7c2iKRytge\nidTAtkikDrZHIjWwLRKpg+2RSA1si0TqMNoePU4P2gPt2Nu5Ny6DLhGZg30jFYIzj8cer3PfTgCn\n5HFMJdkgEU/e6qrq0LO6J9766i1876jvYW/nXhz+0OHoVd0LALDtoMheI3+Wjm45uuh1JSIiIiJK\nZcrwKejh7WF1NYiIiIiIiIiIDPM6vehX3w9fbP8Ch3U7zOrqEBGRAfkE25QFRz4bbdmIu9KN1T9Z\nHf35+hOuxw1v34C2X7UBABw3ODCy50h8/qPPraoiEREREVFGsyYk7mJLRERERERERKS2yopKrPjx\nCqurQUREWchnGykqYQ6dbccc5RJ5RERERERERERERERERERERJQCg23IsGA4aHUViIiIiIiIiIiI\niIiIiIiIiCzFbaRS8Pl8VlfBUt898ruoclZFf77t5NvQUtdiYY2oXJV7WyRSCdsjkRrYFonUwfZI\npAa2RSJ1sD0SqYFtkUgdbI9EamBbpEKwYl+gSCQSseBpczN7dvwtEREREREREREREREREREREZU2\nh8MBpIir4TZSREREREREREREREREREREREQGMdjGABsl4iEiIiIiIiIiIiIiIiIiIiKiAmKwTQYO\nKzbaIiIiIiIiIiIiIiIiIiIiIiIlMdiGiIiIiIiIiIiIiIiIiIiIiMggBtuk4Pf7ra4CEYFtkUgl\nbI9EamBbJFIH2yORGtgWidTB9kikBrZFInWwPRKpgW2RCoHBNimwwRGpgW2RSB1sj0RqYFskUgfb\nI5Ea2BaJ1MH2SKQGtkUidbA9EqmBbZEKgcE2REREREREREREREREREREREQGMdiGiIiIiIiIiIiI\niIiIiIiIiMggBtsYEIlYXQMiIiIiIjLb9u3A/v1W14KIiIiIiIiIiIiI7IbBNhk4HFbXgIiIiIiI\nCuHrXwcuv9zqWhARERERERERERGR3TitroCqfD6f1VUgIrAtEqmE7ZFIDWyL5vnyS8DJKyLKA9sj\nkRrYFonUwfZIpAa2RSJ1sD0SqYFtkQrBirwtkYiN9mW68UYgGBS3RERERERUOhwOYOhQYOVKq2tC\nRERERERERERERKpxiK2QdONquI0UERERERGVrXDY6hoQERERERERERERkd0w2IaIiIiIiMoWg22I\niIiIiIiIiIiIKFsMtiEiIiIiorJlox1uiYiIiIiIiIiIiEgRDLYxgBPwRERERESliWN9IiIiIiIi\nIiIiIsqWJcE2E/44Ie7fK6tesaIaafn9fgCAw2FtPYjKnWyLRGQ9tkciNZRCWwyHgREjrK6FwG2k\nKB+l0B6JSgHbIpE62B6J1MC2SKQOtkciNbAtUiFYEmxz2ym3xf0b1zzOimqkxQZHpAa2RSJ1sD0S\nqaEU2mJnJ7BihRpZZVSoA9lXKbRHolLAtkikDrZHIjWwLRKpg+2RSA1si1QITiuedEL/CVY8LRER\nERERKUBmkwmHgcpKNepCRERERERERERERGSUJZltiIiIiIiofAUC4jYUsrYeADPbEBERERERERER\nEVH2GGxDRERERERFFQzG31qpgldERERERERERERERJQlTi0TEREREVFRySAbFf4kEZcAACAASURB\nVDLbtLRYXQMiIiIiIiIiIiIishsG26Tg8/mi/2dqeSLraNsiEVmL7ZFIDaXQFuU2UipktgmHra4B\n2VkptEeiUsC2SKQOtkciNbAtEqmD7ZFIDWyLVAj5BNv8F4BlAD4D8DSAKgDdAbwBYCWA1wE05FtB\nq8gG53CkL/fll8DKlYWvD1G5YudHpA62RyI1lEJbVCmzjQp1IPsqhfZIVArYFtWyfTvwzjtW14Ks\nwvZIpAa9ttjWBqxYUfy6EJU79o1EamBbpELINdjGB+B7AI4CcDiASgAzAcyCCLYZBmDuoZ9L2jnn\nACecYHUtiIiIiIjso6tL3KqQ2YbBNkREROZ65BHOlRERqej73wdaW62uBREREVHpyDXYZi+AAIBq\nAM5Dt5sATAbw+KEyjwOYmm8FVbdqFbBli9W1ICIiIiKyj44OcctAFyIiotIjg2qJiEgta9bErsWI\niIiIKH+5BtvsBPBbAOsggmx2Q2S06QNg66EyWw/9XNJU+DYuEREREZGdtLeLW46liYiISk84bHUN\niIhID6+/iIiIiMyVa7DNYAD/AbGdVAuAWgDfSigTOfTPco89Bvz+9+Yfd9s2cVtVZf6xiYiIiIhK\n1ZdfilsVMttElLhiISIiKh0MtiEiUtOqVVbXgIiIiKi0OHN83NEA3gew49DPLwA4FsAWAE2HbpsB\ntOk9+NJLL43+v7W1Fa2trfD5fPD5fEll/X4//H5/0v3ZlP/e94Bg0IcrrjB+fKfTiQkTJqQtv3Ch\nuG/UKMDvL1z9WZ7ly7n8li1bcMwxxyhTH5Zn+XIuz/bI8iyvRvktW7agqalJmfrkUv6TTwDAh2DQ\n+vrs3w/Mn6/W68Py9ilfCu2R5Vm+FMrLtqhKfcq9fDisVn1Ynu2R5Vm+HMtr26IsHwrZp/4sz/Kl\nVF6vPdqp/izP8qVS/sMPP4xri1bXh+XVLT9//nzMnz8/6fd6HIZKJRsL4CkAXwPQAeAxAP8CMAAi\nAOd2ALMANBy61YpEivz10dpa4MCB7L61On/+fEyaNAk33yzS3P/mN8llXnkFOPts4NxzgTlzzKsv\nEcXItkhE1mN7JFJDKbTFhx8GrrgC+PxzYORI6+rhcIjA+WXLrKsD2VsptEeiUsC2qJZZs4Dbb2f2\nuHLF9kikBr226HAAlZXcToqo2Ng3EqmBbZFy5XA4gBRxNblmtlkM4AkAHwMIA/gUwCMA6gA8C+D/\nAfADOD/H45vKkWtIUYbHdnQATifT4xIRERERZUMuvnGSl4iIqPTIbSLDYaAi1w3siYioIJy5rggR\nERERUZJ8LnnvADAawOEALgEQALATwCkAhgE4DcDuXA48YACgk7knZ/kE26TyxBNie6ru3RlsQ0RE\nRESUDRlsIxfjrMRv3RMREZlLBtNyvoyISD0ej9U1MGbGDODuu62uBREREVF6Sn6/ZN06YPNmq2uR\n3sqVwHe/C/z+95w8ICIiIiLKhhw/q5DZhsE2RERE5pL9uwpBtUREFK9/f6trYMxzzwF//7vVtSAi\nIiJKT7lgG3lBHghYW49MAgGgZ0+gpobBNkRERERE2VApsw0RERGZS87pcb6MiEg9hdgFoFDcbqtr\nQERERJSecsE2Bw+K2/Z2846ZywDS5/Ol/X0gALhcYu9pTh4QFU6mtkhExcP2SKSGUmiLMtiGmW3I\n7kqhPRKVArZFtTCzTXljeyRSQ2JbtOMaBoNtqFSwbyRSA9siFYJywTbLl4vbzk7zjlmoYBu3m8E2\nRIXGzo9IHWyPRGoohbbIYBsqFaXQHolKAduiWmT/zvmy8sT2SKSGxLZox3Mzg22oVLBvJFID2yIV\ngnLBNjKjjUrfftGbgGdmGyIiIiKi3MjxtZWBLvK5OZYnIiIyl9xGSqW5PSKicsdgGyIiIiLzlUWw\nTT77kKZ6bFcXg22IiIiIiHIhx89WjqNVqAMREVEpsuOCLhFRqbPjuZnBNkRERKQ65YJt/H5xmy7Y\n5r33gH37Mh9r61Zg0SJTqpUkVWabhQuBl18uzHMSEREREZUCFbLKyG1r+a17IiIicxmZ2yMiouKS\n52Q7nJtlHRlsQ0RERKpTLthm1y5xm27QN2ECcOutmY/17W8DRx5pTr0SpQu2ufLKwjwnEREREVEp\nUCHYZu1a6+tARERUirZvF7fsY4mI1GGnzDbr1onbykpr60FERESUiXLBNka3kZLfRDVyrFy2kfLL\nr+GkEAiIyOrEYJtjjwVqa7N/PiLSl6ktElHxsD0SqaEU2qIKwTbBINDQYI/JZlJXKbRHolLAtqgW\nr1fc2iF7ApmP7ZFIDYlt0U7BNrKu7EeoVLBvJFID2yIVgnLBNh0d4jbTQCoQyHwsOXAsVLCNXmab\nxJ+JKD/s/IjUwfZIpIZSaItyvGx1sI3bzQlcyk8ptEeiUsC2qBYV+nmyDtsjkRoYbEOkDvaNRGpg\nW6RCUC7Yxmhmm7ffznysQg4cGWxDRERUXK+8Avzud1bXgojMoEJmm0AAqKri2J2IiMhssm/lIikR\nkTpCIfGlZDtc/8gvWi9fbm09iIiIiDJRNtgm06Bv377MxzLrol4uBmh1dTHYhoiIqJiuuQb42c+s\nrgURmUGFYJtgUATbcCGQiIjIXMxsQ0SkHpnZ0w7nZpnZxsjuBkRERERWUjLYpro686S3kUGhPEYu\n20hJqR7LzDZERETF1dlpdQ2IyCwqBdtw7E5ERGQuBtsQEanHTtvoyiAbt9vaehARERFlokywTSQi\n/rW3A7W1mQd9Mro5nWwu6vWy16QTCIjBnl6wjR0GrERERHbT1WV1DYjILCoswtlpspmIiMhOwmGg\nspJ9LBGRSkIh+2S2CQT4pWbVZLt+RkREVC6UCbb54Q/FAOrFF4E+fTJfkBtJISgHY5ky22zeLJ77\n009j9/l8vozPr5fZprKSg0AiM2Vqi0RUPFa3xzVrLH16ImVY3RbNoEJmm88+A/bv59id8lMK7ZGo\nFLAtqiUUEnNm7GPLE9sjkRoS26JdtpF67DFg4kRmIVVJMCjWwbZvt7om9sW+kUgNbItUCMoE26xd\nG/v/pEnmZLYxuo3Ujh3xt0DuwTaMuCYyFzs/InWo0B4rK62uAZH1VGiL+VIh2MbpBI49lmN3yk8p\ntEeiUsC2qJZwWMyZMbNNeWJ7JFKDXYNtVq8Wt3aoa7k4eFDc7ttnbT3sjH0jkRrYFqkQlAm2kdxu\nYxfkZm4j1dEhbo1ky5G6uhhsQ0REVGwVyo1ciCgXKgTbyDTqXAgkIiIylwy24fwYEZE67BJsIzGz\njTrk+pmRNTkiIqJy47S6ApJMQdfVFb+v85o1wMCByYtre/eKwVa6RTc5GJOT+ZGIfpabbdtizy3t\n3Al89FH8AKKzE3j7bWDTJmDPHjFxEIkw2IaIiKhYGGxDVBpUCbbhQiAREZH5wmGRQY4BrURE6pBf\nNrDL9Y+d6lrq9uwRt9l8WZ2IiKhcKLNktWZN7P+VlbGB1JAhwFNPxZetqhK3q1alP6YMlJGT+aku\n8tevF7faYJtHHwUmTxYDCPn4+fOB008HvvtdYOxYoKlJP7MNJxOIiIgKg8E2RKVBjp+tnDzlFhdE\nRESFwcw2RETqkZltVL/+kX2H08l+RBVy7Y6ZbYiIiJIps2RVWytu6+uTA1b27o0v63IBAwaITDPp\nyEjbTJP5MphGG2xz8CBwzTVAdXXsvgMHYv//85+BurrkYBttoBARERGZSy9DHRHZDzPbEBERlS5m\ntiEiUo9dtpFqbxe34XDsupGsJd8HBtsQERElUybYRpuCTruNlJ5gEPB6M6etSwy2SXVMeb822GbL\nFj+83vhycqAHIPo7vcw2qg9YiezE7/dbXQUiOkSF9sjMNkRqtMV8qRJs43RaXw+yt1Joj0SlgG1R\nLQxoLW9sj0RqSGyLdtlGqqND3IZC6te1XMggG24jlTv2jURqYFukQlBmyUobFSuDbTZuTC7X2SkG\nXEaCbWTwjAymyRRs8/LLwE9/CixdCjz/vB8eT6zMggXAzTfHfpZbWTHYhqiw2PkRqUOF9shgGyI1\n2mK+5J9gdbBNZSUzU1J+SqE9EpUCtkW1cKvG8sb2SKSGxLZot8w2O3aoX9dyIftzZrbJHftGIjWw\nLVIhOK2ugJSY2aarC/joI/FzfX3sd5s3i2+gVldnDrbRbh/lcKQenMnBwosvismA+npg+3Zg+nTg\nqafE72bOjA/+qawUtwy2ISIiKh4G2xCVhsQMlFaQwTYcvxMREZlLBtuwfyUiUkcwaI9zswy26ehQ\nv67lgpltiIiIUlNmyUovs41MGdjZGV9uwAARhZ2pc3c4xG2mb9Ro76+vB/bvB1pagH79Yvfv3q3/\nWL1gG35zh4iIqDAYbENUGioqRPC8KsE2HL8TERGZJxwWX5Rj/0pEpA67ZLaRa0KA+nUtF8xsQ0RE\nlJoyS1Z6wTYyilneAiLAxukUwTNym6hUcgm2qa0VwTZut7F6JwbbMA09ERFR4TDYhqg0RCLWj5u5\njRQREVFhMLMNEZF6QiFxbo5ExD9VadeC2I+oQa7dMdiGiIgomTJLVoEAMH48cMIJ4v9LlwKLF4vf\nLVwYKyfTHbpcxjPbyIFkpm2kAKCmBvjDH+IDeSIR4MAB8X+fDxg3Lva7igoRnDNoEPDWW0xDT0RE\nVEiybycie1Mp2IaZbYis84tfAH/6k9W1ICKzMbMNEZF65JeYVV6/uPhi4I03xP+PPVbdepYb2Z9z\nGykiIqJkygTbLFsGzJ0L/OUvwPDhYjEtFBJbRmkHVcFgLLON0c49HAaqqoxntgGAa6/1AYgt6o0e\nDTzzDPD558D8+bHyFRUiEGfdOhEspPJglciOfD6f1VUgokNUaI/MbEOkRls0g9XBNp2d4hrB6nqQ\nvZVKe7TK3XcDDz1kdS2oFLAtqoWZbcob2yORGhLbYkcH4PGovX7x9NPidvVq4LHH1K1nuWFmm/yx\nbyRSA9siFYLT6gpIw4fH/l9dLb7t2tEBDB4cv0+ndhupTME2ckHO641tTaUnHI5tHyWDbY480hdX\npqoKGDJEHEvvOZqaxGNlGsZIhN++JzIDOz8idajQHhlsQ6RGW8xXJGL9JG97uxjbM7MN5aMU2qPV\njG7hTJQO26JaZIZp9q/lie2RSA16wTby+kf1IJbevYE9e9SvZ7mQ/TmDbXLHvpFIDWyLVAhKLlm5\nXMCGDcCOHUD37rF9OnfuFAE2LpeYkAsERAe/Z4/+cWSwS6Zgm1AoFmRTUxN7jFaq4Bm56FdRAaxd\nK8o4HCLbza5dxv7erq74gCIiIiLSx2AbotKgwjZSGzbErhM4iUtkHZfL6hoQkdmY2YaISD27d6uf\n2UZSOSho715xPVtOZJANt5EiIiJKluuS1XAACzX/9gD4CYDuAN4AsBLA6wAacjn4gQPA0qXA4sXA\nqFEiECUYBHr0AN59N5bZpqsLuO46oCHDs1RVpR+cBYNikAQAzc3itlev+DKZgm0OHgRaW2P3TZ4s\nAoWMuOgi4PTTjZUlIiIqZwy2ISodVga5rF4N/POfwKBB6k7iEpUL+YUXIioNcgEy3ZfeiIio+JYt\nUyPDaDpyncfpVLee9fXAE09YXYviYmYbIiKi1HJdsloB4MhD/8YBOAjgRQCzIIJthgGYe+jnrMlM\nNl99BZx4ovhZ3rd1q4hslttIrV+f+jgyOMbpTH+R394eW7xrbBS3MuhGyhRsU1UVO35lpfimrFHz\n5gHvvGO8PBERUblisA1RabB6knf3buCoo4Djj+c2UkRWa2mxugZEZKZwWPStzBxHRKQWrxcYPVrt\n65/GRvHFCEDdYBsgu7WfUiCDbBhsQ0RElMyMJatTAKwGsB7AZACPH7r/cQBTczmgttP2ekVmGxls\ns2tXfLBNZWXq48jgmMrK9ME2cr9SIJYKLzGwJlOwjccTO35FRXYp9ZxO42WJiIjKkfyGrF5fTET2\nY/U2Uh0dYvwOcDGQyGrs24lKiwy2UXkxl4ioHNkhGDIQiG0xqnKwTbmR/Tm3kSIiIkpmRrDNTADP\nHPp/HwBbD/1/66Gfs5YYbLNxI/DLX4qfFy0S97ndonOXgSqdncnHSQy2STU4a29PDrbx+/3R30ci\nmYNtwuH4YJt168T/X3op86DQyB71GzcCv/898JOfAGvXZi5PVCq0bdFKkQjw4ovltycvkZaV7VGO\nDVSfaNm/H3j+eatrQaVOlb4xG3v3inG8ZHWwzfr1sesILgZSPuzYHlXDYBsyA9uiOuywmEuFxfZI\npIbEthgOi3GXykEsuQTbcMeAwmNmm/yxb8xdOAwsWGB1LahUsC1SIeSbU8UN4FwAv9b5XeTQvySX\nXnpp9P+tra1obW2Fz+eDz+cDAEydCuzZI35fWenH+PF+LF4stmrq3x8YMwZYt86HQMCHujpRbtky\nkQre7/dHG0tXl/idCMTxIRTyJdXF7/dj7Vo/zj5bfLt1yBDge98DPvxwC3w+X3TiTwbbaI8PxIJz\namp8CIfF8bUDwWnT/HjmGT+amuKfV/v3dusmgmlkffQa+9y5Ptxyiw/hMNDUBFx9dfry2uMn/r0s\nz/J2Kr9o0SJMnTrV8vrs2gVMnw78/e/AEUeo8/qwPMsXs7yV7XHNGj8APw4eBObPN//4ZpVfv96H\n73zHFxcQbGV9WL40yy9atChp/Kx6/a+6yo+XXxbbpwLAtm1AOBwbPxe7Ph9+6EdHhzifdHUB778P\nRCL2eT1ZXp3ydmyPKpUH/Ni0yR/Xt9up/iyvTnnZFlWpTzmXb2ryoaLClxTMapf6s3z+5dkeWZ7l\n1SivbYsAsG9f7PysDWJRqf6BALB5sx8rVvixf7+4VpPjRL3ynZ3ACSf48dZb/qQA7kLW3+8H/H57\nfR7yKb9qFQD4EAyqUR87lk9sj1bXx07lFywATjhBrNGqUB+Wt3f5l156Ka4tWl0flle3/Pz58zE/\ncbIqBUfmImlNAXAlgDMO/bwcwCQAWwA0A5gHYETCYyIRE1JDXHMNUF0NtLUB990nTrjf+EZ8mX79\nxP6Zci/SJ58Exo5NPtbUqcCll4pbaf78+Zg0aRLuuAPYvh145RXgmWeAww+Pf2wwKKKtv/1t4Kmn\nxERCfb349q60apUI4kllwgTgvffSZ8y44w7ggQfEt3CvvRa46abUZYlKiWyLVvP7gYEDRWBcS4vV\ntSGyhpXtce9e0b82NwObNllSBUPmzAGmTAH27QNqa62uDZUqVfrGbFx4IfCXv8TGu9OnA198AVx8\nsRjbFtvvfgd89RVw773A4MHAa6+lH68TpWLH9qiKSERcp//gByKLK1E+2BbVsX8/0KePmGM76yzR\n11N5YXskUkNiW/zOd4CTTwZ+9Stg6VKgd2/r6pZKt25i/UOurxx2WPw6S6I9e4CGBrFGU1lZ+PrJ\n8etddwG/+EXhn08VN94IXH89cOedsR0oKDvsG3M3dy5wyinccYDMwbZIuXI4HECKuJp8t5G6ELEt\npABgDoBLDv3/EgAv5Xn8lFwuEdkss9e0t6cum802Uqlk2kaqpkYcXw64tGQdUzGSDjEYjH1DPt3f\nSkSF0dEhbtn+iKxhl22k5DmC5wqieInjYau3kZIB8wC3uSCyiuzbuY0bUWkJh0Xfym0aiYjUItct\n7LKNlMORuZ5y7qVY/Y2cHy63RX/5+nIbKbJCubU3IrKffIJtagCcAuAFzX23ATgVwEoAJx36uSCq\nqkSmGfkNuOXLk8toB2OJF/m7dgHTpgEffwy8/nruwTbyPvn4f/wD2L07vozcaiqVDz6I//nJJ4Gf\n/Sz+vmBQRHQDYsssAHj7bfGtXCIqvC+/FLdcQC99ixcDP/mJ1bWgRHZZkPviC3ErJ2CISFAt2Ea7\n1ZvKk81EpWznTnHLSXui0rJjh8jyyGBWIiK1hMOxYBtV51a0X4qoqMi8yC7nXoo1npTPV279m3x9\nOW4nKzDYhohUl0+wzQEAPQHs09y3EyIAZxiA0wDs1nmcKS6/XGyt1K+fGHgdPJhcRjvoqayMH0Su\nXw+8/LKYaK+sBI45Jv3zZQq2kYPAK68UWW60MgXbJHr88eQgmkBApOC98cbYYv911yUH5RBRYew7\ndKbjAnrpmzcPuP9+q2tBiQIBwO1Wf0JDTjwwMI8onl7bVSWzjcqTzUSlbOtWcctJe6LSsnNnbK6O\n/SsRkTrCYbGWoWowZCQSn93fyJciip3ZRn6JpNz6t85OseaV7ToXkRkYbENEqst3GynL9Oolgk+O\nOw4YPFh/USsx2Eb7czAIHH642Ad02DCxgKfl8/nifk4VbCPJQWAoBAwYEP87I4MQmbUG0H+eYFDU\nceLE+DoRlbrEtmgVLqCXD55bU7OyPQaDIqudihNCWnLChecKKiRV+sZsJLZdmcJchcw2qk42kz3Y\nsT2qgt+QJTOxLaojHAZ692b/Ws7YHonUoLe+ofI2UsGg6Dvk2oiRehY7s41c51Hx9Sukjg6gro7j\n9nywb8xdubU3Kiy2RSoE2wbbSF1dImBGL9uENsI48Rs1coI9FBKDuETaBheJZBdsk8hIsI18fCoy\nqtvtTk7DT1TKVOn8GGxTPmSwD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ZLZRn62VBkcJpo5E5g6NbfHbtok2lQ+r7V8LbUTHWwz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\n5SHWu4UL3fpDIeUfeiiPn/vuM9dPFcwZrI9Yh5CKMZFI0Jw5R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ka2CYtmnS+OPz56kIe4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\n+H/tWj1jaJhneZKOjnwjerFgG8pvq1fj/74+bVN7e7DkmVsaJOx5Vj/fvh2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vzTn/Tc+eyzsu6atFXWrg3bYx99pOVfulTPb9YG+ec/Ra69VmSvvVpFROuXsWN1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\nBoglmBx2mB4b55+vUxYUm6pPRIcSnzZNy5klUeGee3TdS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"text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "code", "collapsed": false, "input": [ "from IPython.html import widgets # Widget definitions\n", "from IPython.display import display # Used to display widgets in the notebook\n", "\n", "password = ''\n", "\n", "def set_password(this):\n", " global username, username_widget, password, password_widget\n", " username = username_widget.value\n", " password = password_widget.value\n", " password_widget.value = ''\n", "\n", "\n", "display(widgets.HTMLWidget(value='Username'))\n", "username_widget = widgets.TextWidget()\n", "display(username_widget)\n", "display(widgets.HTMLWidget(value='Password'))\n", "password_widget = widgets.TextWidget()\n", "display(password_widget)\n", "\n", "set_login_button = widgets.ButtonWidget(description='Set')\n", "set_login_button.on_click(set_password)\n", "display(set_login_button)" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 11 }, { "cell_type": "code", "collapsed": false, "input": [ "import base64\n", "import json\n", "import httplib\n", "import urllib\n", "\n", "# Concatenate all the sessions into a single list of samples\n", "samples = list(itertools.chain(*sessions))\n", "\n", "# April 2014: Bug in fluxtream.org prevents uploading samples with nulls; for now, filter out None's\n", "# We can remove these 3 lines once that's fixed\n", "print '%d samples' % len(samples)\n", "samples = [sample for sample in samples if not None in sample]\n", "print '%d samples after filtering out samples containing None' % len(samples)\n", "\n", "def epoch_time(dt):\n", " epoch = datetime.datetime(1970, 1, 1, tzinfo=tz.tzutc())\n", " return (dt - epoch).total_seconds() \n", "\n", "# Convert timestamps to epoch time\n", "\n", "print 'Data has %d samples' % len(samples)\n", "data = [[epoch_time(sample[0]), sample[1], sample[2]] for sample in samples]\n", "print 'Excerpt:', data[0:10]\n", "\n", "user_agent = 'Nonin3150 uploader'\n", "server = 'fluxtream.org'\n", "dev_nickname = 'Nonin3150'\n", "channel_names = ['Pulse', 'SpO2']\n", "\n", "post_fields = {\n", " 'dev_nickname': dev_nickname,\n", " 'channel_names': json.dumps(channel_names),\n", " 'data': json.dumps(data)\n", "}\n", " \n", "webservice = httplib.HTTP(server)\n", "webservice.putrequest('POST', '/api/bodytrack/upload')\n", "\n", "webservice.putheader('User-Agent', user_agent)\n", "webservice.putheader('Content-type', 'application/x-www-form-urlencoded')\n", "\n", "encoded_fields = urllib.urlencode(post_fields)\n", "webservice.putheader('Content-length', \"%d\" % len(encoded_fields))\n", "\n", "auth = base64.encodestring('%s:%s' % (username, password)).strip()\n", "webservice.putheader('Authorization', 'Basic %s' % auth)\n", "\n", "webservice.endheaders()\n", "\n", "print datetime.datetime.now().strftime('Current timestamp: %Y-%m-%d %H:%M:%S')\n", "print 'Uploading %d samples' % (len(samples))\n", "webservice.send(encoded_fields)\n", "\n", "# get the response\n", "statuscode, statusmessage, header = webservice.getreply()\n", "print \"Response: \", statuscode, statusmessage\n", "res = webservice.getfile().read()\n", "print 'Content: ', res\n" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "17672 samples\n", "17612 samples after filtering out samples containing None\n", "Data has 17612 samples\n", "Excerpt:" ] }, { "output_type": "stream", "stream": "stdout", "text": [ " [[1410056554.0, 40, 83], [1410056555.0, 51, 83], [1410056556.0, 53, 83], [1410056557.0, 53, 83], [1410056558.0, 53, 83], [1410056559.0, 53, 83], [1410056560.0, 53, 83], [1410056561.0, 53, 83], [1410056562.0, 53, 83], [1410056563.0, 53, 83]]\n", "Current timestamp: 2014-09-21 18:47:53" ] }, { "output_type": "stream", "stream": "stdout", "text": [ "\n", "Uploading 17612 samples\n", "Response: " ] }, { "output_type": "stream", "stream": "stdout", "text": [ " 200 OK\n", "Content: {\"result\":\"OK\",\"message\":\"Upload successful!\",\"payload\":{\"successful_records\":\"1\",\"failed_records\":\"0\"}}\n" ] } ], "prompt_number": 12 }, { "cell_type": "code", "collapsed": false, "input": [ "# Uncomment and evaluate this when you want to clear out the data from your Nonin\n", "# nonin.clear_sessions()" ], "language": "python", "metadata": {}, "outputs": [], "prompt_number": 13 } ], "metadata": {} } ] }