{ "metadata": { "name": "" }, "nbformat": 2, "nbformat_minor": 0, "worksheets": [ { "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Basics" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To obtain an ordered numpy array of stands connected to the DP system at a particular station:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from lsl.common import stations", "", "lwa1 = stations.lwa1", "stands = lwa1.getStands()", "", "print stands[:3]", "print len(stands)", "", "for i in xrange(5):", " print str(stands[i])" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[, , ]", "520", "Stand 173: x=-25.15 m, y=+22.99 m, z=+0.91 m", "Stand 173: x=-25.15 m, y=+22.99 m, z=+0.91 m", "Stand 151: x=-25.06 m, y=+47.76 m, z=+0.14 m", "Stand 151: x=-25.06 m, y=+47.76 m, z=+0.14 m", "Stand 222: x=-38.94 m, y=+14.20 m, z=+1.27 m" ] } ], "prompt_number": 5 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Although the stand list is useful, it is more useful to have a list of lsl.common.stations.Antenna instances. This provide much more information about the station setup (stand, FEE, position, etc.) than the simple stands list. To get this list:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "antennas = lwa1.getAntennas()", "", "print antennas[:3]", "print len(antennas)", "", "for i in xrange(5):", " print str(antennas[i])" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "[, , ]", "520", "Antenna 345: stand=173, polarization=0; digitizer 1; status is 3", "Antenna 346: stand=173, polarization=1; digitizer 2; status is 3", "Antenna 301: stand=151, polarization=0; digitizer 3; status is 3", "Antenna 302: stand=151, polarization=1; digitizer 4; status is 3", "Antenna 443: stand=222, polarization=0; digitizer 5; status is 3" ] } ], "prompt_number": 6 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Stand Positions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Once you have an array of lsl.common.stations.Antenna instances you can do lots of things. For example, to get the location of stand #31 you can:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for ant in antennas:", " if ant.stand.id == 31 and ant.pol == 0:", " print str(ant.stand)", " print ant.stand.x, ant.stand.y, ant.stand.z" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Stand 31: x=-3.86 m, y=-21.79 m, z=+2.18 m", "-3.856 -21.789 2.183" ] } ], "prompt_number": 11 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Or to get the distance between stand #31 and stand #45:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import math", "", "ant31 = None", "ant45 = None", "for ant in antennas:", " if ant.stand.id == 31 and ant.pol == 0:", " ant31 = ant", " print str(ant.stand)", " elif ant.stand.id == 45 and ant.pol == 0:", " ant45 = ant", " print str(ant.stand)", " ", "dx,dy,dz = ant31.stand-ant45.stand", "print math.sqrt( dx**2 + dy**2 + dz**2 )" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Stand 45: x=-7.74 m, y=+21.11 m, z=+0.83 m", "Stand 31: x=-3.86 m, y=-21.79 m, z=+2.18 m", "43.0976426966" ] } ], "prompt_number": 14 }, { "cell_type": "markdown", "metadata": {}, "source": [ "In both of these examples, there is an extra \"ant.pol == 0\" in the \"if\" statement that selects the stands. This is needed because each stand has two dipole antennas, one for each polarization. If this extra requirement wasn't inlcuded, you'd have two matches:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "for ant in antennas:", " if ant.stand.id == 31:", " print str(ant.stand), ant.pol", " print ant.stand.x, ant.stand.y, ant.stand.z" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Stand 31: x=-3.86 m, y=-21.79 m, z=+2.18 m 0", "-3.856 -21.789 2.183", "Stand 31: x=-3.86 m, y=-21.79 m, z=+2.18 m 1", "-3.856 -21.789 2.183" ] } ], "prompt_number": 15 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Cable Information" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "lsl.common.statations.Antennas instance know more than just the stand location and name. They also store information about the cable that connects the antenna to the shelter and has methods to compute the cable delay and loss:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "%matplotlib inline", "import numpy", "from matplotlib import pyplot as plt", "", "ant = antennas[0]", "", "print \"Cable delay for '%s' @ 49 MHz: %.1f ns\" % (ant.cable.id, ant.cable.delay(49e6)*1e9,)", "print \"Cable gain @ 49 MHz: %.4f\" % ant.cable.gain(49e6)", "", "freqs = numpy.linspace(10e6, 88e6, 101)", "delays = ant.cable.delay(freqs)", "gains = ant.cable.gain(freqs)", "", "fig = plt.figure()", "axD = fig.add_subplot(1, 2, 1)", "axD.plot(freqs/1e6, delays*1e9)", "axD.set_xlabel(\"Frequency [MHz]\")", "axD.set_ylabel(\"Delay [ns]\")", "", "axG = fig.add_subplot(1, 2, 2)", "axG.plot(freqs/1e6, gains)", "axG.set_xlabel(\"Frequency [MHz]\")", "axG.set_ylabel(\"Gain\")", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "Cable delay for 'EXK-173-115 (Gray)' @ 49 MHz: 468.3 ns", "Cable gain @ 49 MHz: 0.1106" ] }, { "metadata": {}, "output_type": "display_data", "png": 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", "text": [ "" ] } ], "prompt_number": 10 }, { "cell_type": "markdown", "metadata": {}, "source": [ "# Computing uv Tracks" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "lsl.common.statations.Antennas instance are also used by other LSL routines. For example, uv tracks can be computed with:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "from lsl.correlator import uvUtils", "", "uv = uvUtils.computeUVTrack(antennas[:32:2])", "print uv.shape", "", "fig = plt.figure()", "ax = fig.gca()", "for i in xrange(uv.shape[0]):", " ax.plot(uv[i,0,:], uv[i,1,:])", "ax.set_xlabel('u [$\\\\lambda$]')", "ax.set_ylabel('v [$\\\\lambda$]')", "plt.show()" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "(120, 2, 512)" ] }, { "metadata": {}, "output_type": "display_data", "png": 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", "text": [ "" ] } ], "prompt_number": 31 }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Retrieving Earth Orientation Parameters" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The lsl.misc.geodesy modules includes functions to retrieve earth orientation parameters (EOP; x, y, and UT1-UTC) for a given modified Julian Date (MJD) or MJD range. To retrieve the parameters as a lsl.misc.geodesy.EOP object, use:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "import time", "from lsl import astro", "from lsl.misc import geodesy", "", "# Get EOPs for five days ago", "jd = astro.unix_to_utcjd(time.time() - 3600*24*5)", "mjd = jd - astro.MJD_OFFSET", "eop = geodesy.getEOP(mjd)", "", "# Report", "print \"MJD: %i\" % eop.mjd", "print \"-> x: %.3f\\\"\" % eop.x", "print \"-> y: %.3f\\\"\" % eop.y", "print \"-> UT1-UTC Diff.: %.3f s\" % eop.utDiff", "print \"-> Type: %s\" % eop.type" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "MJD: 56564", "-> x: 0.138\"", "-> y: 0.296\"", "-> UT1-UTC Diff.: 0.014 s", "-> Type: final" ] } ], "prompt_number": 1 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: This may be slow/timeout depending on your connection.", "", "For multiple MJDs, use lsl.misc.geodesy.getEOP() wiht a list to return a list of EOPs, one for each day:" ] }, { "cell_type": "code", "collapsed": false, "input": [ "# Get EOPs for the last five days", "jd1 = astro.unix_to_utcjd(time.time() - 3600*24*5)", "jd2 = jd1 + 5", "mjd1 = jd1 - astro.MJD_OFFSET", "mjd2 = jd2 - astro.MJD_OFFSET", "mjds = range(int(mjd1), int(mjd2)+1)", "eops = geodesy.getEOP(mjds)", "", "for eop in eops:", " print \"MJD: %i\" % eop.mjd", " print \"-> x: %.3f\\\"\" % eop.x", " print \"-> y: %.3f\\\"\" % eop.y", " print \"-> UT1-UTC Diff.: %.3f s\" % eop.utDiff", " print \"-> Type: %s\" % eop.type" ], "language": "python", "metadata": {}, "outputs": [ { "output_type": "stream", "stream": "stdout", "text": [ "MJD: 56564", "-> x: 0.138\"", "-> y: 0.296\"", "-> UT1-UTC Diff.: 0.014 s", "-> Type: final", "MJD: 56565", "-> x: 0.135\"", "-> y: 0.295\"", "-> UT1-UTC Diff.: 0.013 s", "-> Type: final", "MJD: 56566", "-> x: 0.133\"", "-> y: 0.294\"", "-> UT1-UTC Diff.: 0.012 s", "-> Type: final", "MJD: 56567", "-> x: 0.131\"", "-> y: 0.293\"", "-> UT1-UTC Diff.: 0.011 s", "-> Type: final", "MJD: 56568", "-> x: 0.129\"", "-> y: 0.292\"", "-> UT1-UTC Diff.: 0.010 s", "-> Type: final", "MJD: 56569", "-> x: 0.128\"", "-> y: 0.291\"", "-> UT1-UTC Diff.: 0.009 s", "-> Type: prediction" ] } ], "prompt_number": 2 }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note: This may be slow/timeout depending on your connection." ] } ], "metadata": {} } ] }