diff --git a/examples/Example EarthObservation - Attitude Sequence.ipynb b/examples/Example EarthObservation - Attitude Sequence.ipynb
index a4299554a5a3fb69635e0b9803b26d3392248847..18cc88d34b31762a475984b2bb3b7128464cf4f7 100644
--- a/examples/Example EarthObservation - Attitude Sequence.ipynb
+++ b/examples/Example EarthObservation - Attitude Sequence.ipynb
@@ -1,739 +1,703 @@
{
- "metadata": {
- "name": "",
- "signature": "sha256:1cd7f7ce1a799c1d67618e02cfd582e7668b256eed40142cd0c77634ac56231f"
- },
- "nbformat": 3,
- "nbformat_minor": 0,
- "worksheets": [
+ "cells": [
{
- "cells": [
- {
- "cell_type": "heading",
- "level": 1,
- "metadata": {},
- "source": [
- "Attitude Sequence"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "This example is based on the attitude tutorial in the orekit library and webpage https://www.orekit.org/static/tutorial/attitude.html by Luc Maisonobe written in Java. This version of the example is based on ipython notebook, using a python-wrapped version of the orekit library, as a demonstration of the python capabilities and as a tutorial. Conversion made by Petrus Hyv\u00f6nen, SSC, 2014."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "This example uses AttitudesSequence that enables easy switching between attitude laws on event occurrences when propagating some SpacecraftState."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%pylab inline\n",
- "figsize(12,12)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "prompt_number": 1
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "#initialize orekit and JVM\n",
- "import orekit\n",
- "orekit.initVM()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 2,
- "text": [
- "<jcc.JCCEnv at 0x1002bf7f8>"
- ]
- }
- ],
- "prompt_number": 2
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "# setup the orekit data loading, the file orekit-data.zip shall be in same directory as notebook.\n",
- "from orekit.pyhelpers import setup_orekit_curdir\n",
- "setup_orekit_curdir()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 3
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.apache.commons.math3.geometry.euclidean.threed import RotationOrder;\n",
- "from org.apache.commons.math3.geometry.euclidean.threed import Vector3D;"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 4
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.orekit.attitudes import AttitudeProvider;\n",
- "from org.orekit.attitudes import AttitudesSequence;\n",
- "from org.orekit.attitudes import LofOffset;\n",
- "from org.orekit.bodies import CelestialBodyFactory;\n",
- "from org.orekit.errors import OrekitException;\n",
- "from org.orekit.errors import PropagationException;\n",
- "from org.orekit.frames import FramesFactory;\n",
- "from org.orekit.frames import LOFType;\n",
- "from org.orekit.orbits import KeplerianOrbit;\n",
- "from org.orekit.orbits import Orbit;\n",
- "from org.orekit.propagation import Propagator;\n",
- "from org.orekit.propagation import SpacecraftState;\n",
- "from org.orekit.propagation.analytical import EcksteinHechlerPropagator;\n",
- "from org.orekit.propagation.events import EclipseDetector;\n",
- "from org.orekit.propagation.events import EventDetector;\n",
- "from org.orekit.propagation.events.handlers import EventHandler;\n",
- "from org.orekit.propagation.sampling import OrekitFixedStepHandler;\n",
- "from org.orekit.time import AbsoluteDate;\n",
- "from org.orekit.time import TimeScalesFactory;\n",
- "from org.orekit.utils import Constants;\n",
- "from org.orekit.utils import PVCoordinates;\n",
- "from org.orekit.utils import PVCoordinatesProvider;"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 5
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.orekit.python import PythonEventHandler, PythonOrekitFixedStepHandler"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 6
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Let's set up an initial state as:\n",
- "\n",
- "- a date in UTC time scale\n",
- "- an orbit defined by the position and the velocity of the spacecraft in the EME2000 inertial frame and an associated central attraction coefficient chosen among many physical constants available in Orekit.\n",
- "\n",
- "The initial orbit is here defined as a KeplerianOrbit."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "initialDate = AbsoluteDate(2004, 01, 01, 23, 30, 00.000, TimeScalesFactory.getUTC())\n",
- "position = Vector3D(-6142438.668, 3492467.560, -25767.25680);\n",
- "velocity = Vector3D(505.8479685, 942.7809215, 7435.922231);\n",
- "initialOrbit = KeplerianOrbit(PVCoordinates(position, velocity),\n",
- " FramesFactory.getEME2000(), initialDate,\n",
- " Constants.EIGEN5C_EARTH_MU);"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 7
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print initialOrbit"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "keplerian parameters: {a: 7069220.386682823; e: 4.777356060557311E-4; i: 98.18525099174988; pa: 13.741061002484528; raan: 150.34825333049; v: -13.952151446378437;}\n"
- ]
- }
- ],
- "prompt_number": 8
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "More details on the orbit representation can be found in the orbits section of the library architecture documentation. Note that in the python wrapping of orekit the format of numbers is important, such that floats needs to be specified with a decimal point such as in the AbsoluteDate above where seconds are a float.\n",
- "\n",
- "Let's define a couple of AttitudeLaw for our satellite, one for daytime and one for nighttime, built upon Local Orbital Frame (Lof) Offset laws. VVLH is a coodrinate system based on Vehicle Velocity, Local Horizontal frame (Z axis aligned with nadir vector, X-Y is in horizontal plane, where the X-axis is along the velocity vector). The offset is defined in Cardan angles (RotationOrder.XYZ)."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "dayObservationLaw = LofOffset(initialOrbit.getFrame(), \n",
- " LOFType.VVLH,\n",
- " RotationOrder.XYZ, \n",
- " math.radians(20), math.radians(40), 0.0)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 9
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "In night we want the pointing to be in LOF aligned. "
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "nightRestingLaw = LofOffset(initialOrbit.getFrame(), LOFType.VVLH)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 10
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Let's also define some EventDetectors for the switching. For this tutorial's requirements, two specialized event detectors are built \n",
- "upon an EclipseDetector:\n",
- "\n",
- "one, dayNightEvent, to detect the day to night transition,\n",
- "another, nightDayEvent, to detect the night to day transition.\n",
- "This is done by overriding the eventOccurred method of the standard EclipseDetector. To override methods in a java class in Python,\n",
- "a special wrapped version of the class is used, called PythonElevationDetector."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class myNightEclipseDetector(PythonEventHandler):\n",
- " \n",
- " def eventOccurred(self, s, detector, increasing):\n",
- " if not increasing:\n",
- " print s.getDate(),\" : event occurred, entering eclipse => switching to night law\"\n",
- " return EventHandler.Action.CONTINUE\n",
- " \n",
- " def resetState(self, detector, oldState):\n",
- " return oldState;"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 11
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class myDayEclipseDetector(PythonEventHandler):\n",
- " \n",
- " def eventOccurred(self, s, detector, increasing):\n",
- " if increasing:\n",
- " print s.getDate(),\" : event occurred, exiting eclipse => switching to day law\"\n",
- " return EventHandler.Action.CONTINUE\n",
- " \n",
- " def resetState(self, detector, oldState):\n",
- " return oldState"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 12
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "For the eclipse calculation we want to use the Sun and the Earth."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "sun = CelestialBodyFactory.getSun()\n",
- "earth = CelestialBodyFactory.getEarth()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 13
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Create the actual detectors with the the handlers specified above."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "dayNightEvent = EclipseDetector(sun, 696000000., earth, Constants.WGS84_EARTH_EQUATORIAL_RADIUS)\n",
- "dayNightEvent = dayNightEvent.withHandler(myNightEclipseDetector().of_(EclipseDetector))"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 14
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "nightDayEvent = EclipseDetector(sun, 696000000., earth, Constants.WGS84_EARTH_EQUATORIAL_RADIUS)\n",
- "nightDayEvent = nightDayEvent.withHandler(myDayEclipseDetector().of_(EclipseDetector))"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 15
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "More details on event detectors can be found in the propagation section of the library architecture documentation.\n",
- "\n",
- "An AttitudesSequence is then defined, for the sake of this tutorial, by adding two switching conditions acting as a simple loop:\n",
- "\n",
- "- the first one enables the transition from dayObservationLaw to nightRestingLaw when a decreasing dayNightEvent occurs,\n",
- "- the second one enables the transition from nightRestingLaw to dayObservationLaw when an increasing nightDayEvent occurs.\n"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "attitudesSequence = AttitudesSequence()\n",
- "attitudesSequence.addSwitchingCondition(dayObservationLaw, dayNightEvent, False, True, nightRestingLaw)\n",
- "attitudesSequence.addSwitchingCondition(nightRestingLaw, nightDayEvent, True, False, dayObservationLaw)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 16
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "An AttitudesSequence needs at least one switching condition to be meaningful, but there is no upper limit.\n",
- "\n",
- "An active AttitudeLaw may have several switch events and next law settings, leading to different activation patterns depending on which event is triggered first.\n",
- "\n",
- "So, don't forget to set the current active law according to the current state:"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "if (dayNightEvent.g(SpacecraftState(initialOrbit)) >= 0):\n",
- " # initial position is in daytime\n",
- " attitudesSequence.resetActiveProvider(dayObservationLaw);\n",
- "else:\n",
- " # initial position is in nighttime\n",
- " attitudesSequence.resetActiveProvider(nightRestingLaw);"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 17
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Now, let's choose some propagator to compute the spacecraft motion. We will use an EcksteinHechlerPropagator based on the analytical Eckstein-Hechler model. The propagator is built upon the initialOrbit, the attitudeSequence and physical constants for the gravity field potential."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "propagator = EcksteinHechlerPropagator(initialOrbit, attitudesSequence,\n",
- " Constants.EIGEN5C_EARTH_EQUATORIAL_RADIUS,\n",
- " Constants.EIGEN5C_EARTH_MU, Constants.EIGEN5C_EARTH_C20,\n",
- " Constants.EIGEN5C_EARTH_C30, Constants.EIGEN5C_EARTH_C40,\n",
- " Constants.EIGEN5C_EARTH_C50, Constants.EIGEN5C_EARTH_C60)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 18
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The attitudeSequence must register all the switching events before propagation."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "# Register the switching events to the propagator\n",
- "attitudesSequence.registerSwitchEvents(propagator)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 19
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The propagator operating mode is set to master mode with fixed step. The implementation of the interface OrekitFixedStepHandler aims to define the handleStep method called within the loop. For the purpose of this tutorial, the handleStep method will print at the current date two angles, the first one indicates if the spacecraft is eclipsed while the second informs about the current attitude law."
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Attitude Sequence"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This example is based on the attitude tutorial in the orekit library and webpage https://www.orekit.org/static/tutorial/attitude.html by Luc Maisonobe written in Java. This version of the example is based on ipython notebook, using a python-wrapped version of the orekit library, as a demonstration of the python capabilities and as a tutorial. Conversion made by Petrus Hyvönen, SSC, 2014."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This example uses AttitudesSequence that enables easy switching between attitude laws on event occurrences when propagating some SpacecraftState."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "class mystephandler(PythonOrekitFixedStepHandler):\n",
- " \n",
- " eclipseAngles = []\n",
- " pointingOffsets = []\n",
- " dates = []\n",
- " \n",
- " def init(self,s0, t):\n",
- " pass\n",
- " \n",
- " def handleStep(self,currentState, isLast):\n",
- " # the Earth position in spacecraft frame should be along spacecraft Z axis\n",
- " # during nigthtime and away from it during daytime due to roll and pitch offsets\n",
- " earth = currentState.toTransform().transformPosition(Vector3D.ZERO)\n",
- " pointingOffset = Vector3D.angle(earth, Vector3D.PLUS_K)\n",
- "\n",
- " # the g function is the eclipse indicator, its an angle between Sun and Earth limb,\n",
- " # positive when Sun is outside of Earth limb, negative when Sun is hidden by Earth limb\n",
- " eclipseAngle = dayNightEvent.g(currentState)\n",
- " print \"%s %6.3f %6.1f\" % (currentState.getDate(), eclipseAngle, math.degrees(pointingOffset))\n",
- " \n",
- " self.eclipseAngles.append(eclipseAngle)\n",
- " self.pointingOffsets.append(math.degrees(pointingOffset))\n",
- " self.dates.append(currentState.getDate())"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 20
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "handler = mystephandler()\n",
- "propagator.setMasterMode(180.0, handler)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 21
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "More details on propagation modes can be found in the propagation section of the library architecture documentation.\n",
- "\n",
- "Finally, the propagator is just asked to propagate for a given duration."
+ }
+ ],
+ "source": [
+ "%pylab inline\n",
+ "figsize(12,12)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "<jcc.JCCEnv at 0x33bac00>"
+ ]
+ },
+ "execution_count": 2,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "#initialize orekit and JVM\n",
+ "import orekit\n",
+ "orekit.initVM()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "# setup the orekit data loading, the file orekit-data.zip shall be in same directory as notebook.\n",
+ "from orekit.pyhelpers import setup_orekit_curdir\n",
+ "setup_orekit_curdir()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.apache.commons.math3.geometry.euclidean.threed import RotationOrder;\n",
+ "from org.apache.commons.math3.geometry.euclidean.threed import Vector3D;"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.orekit.attitudes import AttitudeProvider;\n",
+ "from org.orekit.attitudes import AttitudesSequence;\n",
+ "from org.orekit.attitudes import LofOffset;\n",
+ "from org.orekit.bodies import CelestialBodyFactory;\n",
+ "from org.orekit.errors import OrekitException;\n",
+ "from org.orekit.errors import PropagationException;\n",
+ "from org.orekit.frames import FramesFactory;\n",
+ "from org.orekit.frames import LOFType;\n",
+ "from org.orekit.orbits import KeplerianOrbit;\n",
+ "from org.orekit.orbits import Orbit;\n",
+ "from org.orekit.propagation import Propagator;\n",
+ "from org.orekit.propagation import SpacecraftState;\n",
+ "from org.orekit.propagation.analytical import EcksteinHechlerPropagator;\n",
+ "from org.orekit.propagation.events import EclipseDetector;\n",
+ "from org.orekit.propagation.events import EventDetector;\n",
+ "from org.orekit.propagation.events.handlers import EventHandler;\n",
+ "from org.orekit.propagation.sampling import OrekitFixedStepHandler;\n",
+ "from org.orekit.time import AbsoluteDate;\n",
+ "from org.orekit.time import TimeScalesFactory;\n",
+ "from org.orekit.utils import Constants;\n",
+ "from org.orekit.utils import PVCoordinates;\n",
+ "from org.orekit.utils import PVCoordinatesProvider;"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.orekit.python import PythonEventHandler, PythonOrekitFixedStepHandler"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Let's set up an initial state as:\n",
+ "\n",
+ "- a date in UTC time scale\n",
+ "- an orbit defined by the position and the velocity of the spacecraft in the EME2000 inertial frame and an associated central attraction coefficient chosen among many physical constants available in Orekit.\n",
+ "\n",
+ "The initial orbit is here defined as a KeplerianOrbit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "initialDate = AbsoluteDate(2004, 01, 01, 23, 30, 00.000, TimeScalesFactory.getUTC())\n",
+ "position = Vector3D(-6142438.668, 3492467.560, -25767.25680);\n",
+ "velocity = Vector3D(505.8479685, 942.7809215, 7435.922231);\n",
+ "initialOrbit = KeplerianOrbit(PVCoordinates(position, velocity),\n",
+ " FramesFactory.getEME2000(), initialDate,\n",
+ " Constants.EIGEN5C_EARTH_MU);"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "keplerian parameters: {a: 7069220.386682823; e: 4.777356060557311E-4; i: 98.18525099174988; pa: 13.741061002484528; raan: 150.34825333049; v: -13.952151446378437;}\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": true,
- "input": [
- "# Propagate from the initial date for the fixed duration\n",
- "finalState = propagator.propagate(initialDate.shiftedBy(12600.))"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "2004-01-01T23:30:00.000 -0.203 0.0\n",
- "2004-01-01T23:33:00.000 -0.311 0.0\n",
- "2004-01-01T23:36:00.000 -0.392 0.0\n",
- "2004-01-01T23:39:00.000 -0.437 0.0\n",
- "2004-01-01T23:42:00.000 -0.439 0.0\n",
- "2004-01-01T23:45:00.000 -0.397 0.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-01T23:48:00.000 -0.318 0.0\n",
- "2004-01-01T23:51:00.000 -0.212 0.0\n",
- "2004-01-01T23:55:57.968"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " : event occurred, exiting eclipse => switching to day law\n",
- "2004-01-01T23:54:00.000 -0.088 0.0\n",
- "2004-01-01T23:57:00.000 0.048 44.0\n",
- "2004-01-02T00:00:00.000 0.191 44.0\n",
- "2004-01-02T00:03:00.000 0.338 44.0\n",
- "2004-01-02T00:06:00.000 0.487 44.0\n",
- "2004-01-02T00:09:00.000 0.636 44.0\n",
- "2004-01-02T00:12:00.000 0.782 44.0\n",
- "2004-01-02T00:15:00.000 0.922 44.0\n",
- "2004-01-02T00:18:00.000 1.052 44.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-02T00:21:00.000 1.168 44.0\n",
- "2004-01-02T00:24:00.000 1.261 44.0\n",
- "2004-01-02T00:27:00.000 1.322 44.0\n",
- "2004-01-02T00:30:00.000 1.342 44.0\n",
- "2004-01-02T00:33:00.000 1.317 44.0\n",
- "2004-01-02T00:36:00.000 1.252 44.0\n",
- "2004-01-02T00:39:00.000 1.156 44.0\n",
- "2004-01-02T00:42:00.000 1.039 44.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-02T00:45:00.000 0.908 44.0\n",
- "2004-01-02T00:48:00.000 0.767 44.0\n",
- "2004-01-02T00:51:00.000 0.621 44.0\n",
- "2004-01-02T00:54:00.000 0.473 44.0\n",
- "2004-01-02T00:57:00.000 0.325 44.0\n",
- "2004-01-02T01:00:00.000 0.178 44.0\n",
- "2004-01-02T01:03:45.919 : event occurred, entering eclipse => switching to night law\n",
- "2004-01-02T01:03:00.000 0.035 44.0\n",
- "2004-01-02T01:06:00.000 -0.100 0.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-02T01:09:00.000 -0.222 0.0\n",
- "2004-01-02T01:12:00.000 -0.326 0.0\n",
- "2004-01-02T01:15:00.000 -0.402 0.0\n",
- "2004-01-02T01:18:00.000 -0.441 0.0\n",
- "2004-01-02T01:21:00.000 -0.435 0.0\n",
- "2004-01-02T01:24:00.000 -0.386 0.0\n",
- "2004-01-02T01:27:00.000 -0.302 0.0\n",
- "2004-01-02T01:30:00.000 -0.193 0.0\n",
- "2004-01-02T01:34:28.690"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- " : event occurred, exiting eclipse => switching to day law\n",
- "2004-01-02T01:33:00.000 -0.067 0.0\n",
- "2004-01-02T01:36:00.000 0.071 44.0\n",
- "2004-01-02T01:39:00.000 0.215 44.0\n",
- "2004-01-02T01:42:00.000 0.363 44.0\n",
- "2004-01-02T01:45:00.000 0.512 44.0\n",
- "2004-01-02T01:48:00.000 0.660 44.0\n",
- "2004-01-02T01:51:00.000 0.805 44.0\n",
- "2004-01-02T01:54:00.000 0.944 44.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-02T01:57:00.000 1.072 44.0\n",
- "2004-01-02T02:00:00.000 1.185 44.0\n",
- "2004-01-02T02:03:00.000 1.273 44.0\n",
- "2004-01-02T02:06:00.000 1.328 44.0\n",
- "2004-01-02T02:09:00.000 1.341 44.0\n",
- "2004-01-02T02:12:00.000 1.309 44.0\n",
- "2004-01-02T02:15:00.000 1.239 44.0\n",
- "2004-01-02T02:18:00.000 1.139 44.0\n",
- "2004-01-02T02:21:00.000 1.018 44.0\n",
- "2004-01-02T02:24:00.000 0.885 44.0\n",
- "2004-01-02T02:27:00.000 0.744 44.0"
- ]
- },
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "\n",
- "2004-01-02T02:30:00.000 0.597 44.0\n",
- "2004-01-02T02:33:00.000 0.449 44.0\n",
- "2004-01-02T02:36:00.000 0.300 44.0\n",
- "2004-01-02T02:39:00.000 0.154 44.0\n",
- "2004-01-02T02:42:16.591 : event occurred, entering eclipse => switching to night law\n",
- "2004-01-02T02:42:00.000 0.013 44.0\n",
- "2004-01-02T02:45:00.000 -0.121 0.0\n",
- "2004-01-02T02:48:00.000 -0.241 0.0\n",
- "2004-01-02T02:51:00.000 -0.341 0.0\n",
- "2004-01-02T02:54:00.000 -0.411 0.0\n",
- "2004-01-02T02:57:00.000 -0.443 0.0\n",
- "2004-01-02T03:00:00.000 -0.430 0.0\n"
- ]
- }
- ],
- "prompt_number": 22
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print(\"Propagation ended at \" + finalState.getDate().toString())"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Propagation ended at 2004-01-02T03:00:00.000\n"
- ]
- }
- ],
- "prompt_number": 23
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "To plot nicely in Python, we should convert the orekit AbsoluteDate to python DateTime objects."
+ }
+ ],
+ "source": [
+ "print initialOrbit"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "More details on the orbit representation can be found in the orbits section of the library architecture documentation. Note that in the python wrapping of orekit the format of numbers is important, such that floats needs to be specified with a decimal point such as in the AbsoluteDate above where seconds are a float.\n",
+ "\n",
+ "Let's define a couple of AttitudeLaw for our satellite, one for daytime and one for nighttime, built upon Local Orbital Frame (Lof) Offset laws. VVLH is a coodrinate system based on Vehicle Velocity, Local Horizontal frame (Z axis aligned with nadir vector, X-Y is in horizontal plane, where the X-axis is along the velocity vector). The offset is defined in Cardan angles (RotationOrder.XYZ)."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "dayObservationLaw = LofOffset(initialOrbit.getFrame(), \n",
+ " LOFType.VVLH,\n",
+ " RotationOrder.XYZ, \n",
+ " math.radians(20), math.radians(40), 0.0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "In night we want the pointing to be in LOF aligned. "
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "nightRestingLaw = LofOffset(initialOrbit.getFrame(), LOFType.VVLH)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Let's also define some EventDetectors for the switching. For this tutorial's requirements, two specialized event detectors are built \n",
+ "upon an EclipseDetector:\n",
+ "\n",
+ "one, dayNightEvent, to detect the day to night transition,\n",
+ "another, nightDayEvent, to detect the night to day transition.\n",
+ "This is done by overriding the eventOccurred method of the standard EclipseDetector. To override methods in a java class in Python,\n",
+ "a special wrapped version of the class is used, called PythonElevationDetector."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "class myNightEclipseDetector(PythonEventHandler):\n",
+ " \n",
+ " def eventOccurred(self, s, detector, increasing):\n",
+ " if not increasing:\n",
+ " print s.getDate(),\" : event occurred, entering eclipse => switching to night law\"\n",
+ " return EventHandler.Action.CONTINUE\n",
+ " \n",
+ " def resetState(self, detector, oldState):\n",
+ " return oldState;"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "class myDayEclipseDetector(PythonEventHandler):\n",
+ " \n",
+ " def eventOccurred(self, s, detector, increasing):\n",
+ " if increasing:\n",
+ " print s.getDate(),\" : event occurred, exiting eclipse => switching to day law\"\n",
+ " return EventHandler.Action.CONTINUE\n",
+ " \n",
+ " def resetState(self, detector, oldState):\n",
+ " return oldState"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "For the eclipse calculation we want to use the Sun and the Earth."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "sun = CelestialBodyFactory.getSun()\n",
+ "earth = CelestialBodyFactory.getEarth()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Create the actual detectors with the the handlers specified above."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "dayNightEvent = EclipseDetector(sun, 696000000., earth, Constants.WGS84_EARTH_EQUATORIAL_RADIUS)\n",
+ "dayNightEvent = dayNightEvent.withHandler(myNightEclipseDetector().of_(EclipseDetector))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "nightDayEvent = EclipseDetector(sun, 696000000., earth, Constants.WGS84_EARTH_EQUATORIAL_RADIUS)\n",
+ "nightDayEvent = nightDayEvent.withHandler(myDayEclipseDetector().of_(EclipseDetector))"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "More details on event detectors can be found in the propagation section of the library architecture documentation.\n",
+ "\n",
+ "An AttitudesSequence is then defined, for the sake of this tutorial, by adding two switching conditions acting as a simple loop:\n",
+ "\n",
+ "- the first one enables the transition from dayObservationLaw to nightRestingLaw when a decreasing dayNightEvent occurs,\n",
+ "- the second one enables the transition from nightRestingLaw to dayObservationLaw when an increasing nightDayEvent occurs.\n"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "attitudesSequence = AttitudesSequence()\n",
+ "attitudesSequence.addSwitchingCondition(dayObservationLaw, dayNightEvent, False, True, nightRestingLaw)\n",
+ "attitudesSequence.addSwitchingCondition(nightRestingLaw, nightDayEvent, True, False, dayObservationLaw)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "An AttitudesSequence needs at least one switching condition to be meaningful, but there is no upper limit.\n",
+ "\n",
+ "An active AttitudeLaw may have several switch events and next law settings, leading to different activation patterns depending on which event is triggered first.\n",
+ "\n",
+ "So, don't forget to set the current active law according to the current state:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "if (dayNightEvent.g(SpacecraftState(initialOrbit)) >= 0):\n",
+ " # initial position is in daytime\n",
+ " attitudesSequence.resetActiveProvider(dayObservationLaw);\n",
+ "else:\n",
+ " # initial position is in nighttime\n",
+ " attitudesSequence.resetActiveProvider(nightRestingLaw);"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now, let's choose some propagator to compute the spacecraft motion. We will use an EcksteinHechlerPropagator based on the analytical Eckstein-Hechler model. The propagator is built upon the initialOrbit, the attitudeSequence and physical constants for the gravity field potential."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 18,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "propagator = EcksteinHechlerPropagator(initialOrbit, attitudesSequence,\n",
+ " Constants.EIGEN5C_EARTH_EQUATORIAL_RADIUS,\n",
+ " Constants.EIGEN5C_EARTH_MU, Constants.EIGEN5C_EARTH_C20,\n",
+ " Constants.EIGEN5C_EARTH_C30, Constants.EIGEN5C_EARTH_C40,\n",
+ " Constants.EIGEN5C_EARTH_C50, Constants.EIGEN5C_EARTH_C60)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The attitudeSequence must register all the switching events before propagation."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 19,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "# Register the switching events to the propagator\n",
+ "attitudesSequence.registerSwitchEvents(propagator)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The propagator operating mode is set to master mode with fixed step. The implementation of the interface OrekitFixedStepHandler aims to define the handleStep method called within the loop. For the purpose of this tutorial, the handleStep method will print at the current date two angles, the first one indicates if the spacecraft is eclipsed while the second informs about the current attitude law."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 20,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "class mystephandler(PythonOrekitFixedStepHandler):\n",
+ " \n",
+ " eclipseAngles = []\n",
+ " pointingOffsets = []\n",
+ " dates = []\n",
+ " \n",
+ " def init(self,s0, t):\n",
+ " pass\n",
+ " \n",
+ " def handleStep(self,currentState, isLast):\n",
+ " # the Earth position in spacecraft frame should be along spacecraft Z axis\n",
+ " # during nigthtime and away from it during daytime due to roll and pitch offsets\n",
+ " earth = currentState.toTransform().transformPosition(Vector3D.ZERO)\n",
+ " pointingOffset = Vector3D.angle(earth, Vector3D.PLUS_K)\n",
+ "\n",
+ " # the g function is the eclipse indicator, its an angle between Sun and Earth limb,\n",
+ " # positive when Sun is outside of Earth limb, negative when Sun is hidden by Earth limb\n",
+ " eclipseAngle = dayNightEvent.g(currentState)\n",
+ " print \"%s %6.3f %6.1f\" % (currentState.getDate(), eclipseAngle, math.degrees(pointingOffset))\n",
+ " \n",
+ " self.eclipseAngles.append(eclipseAngle)\n",
+ " self.pointingOffsets.append(math.degrees(pointingOffset))\n",
+ " self.dates.append(currentState.getDate())"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 21,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "handler = mystephandler()\n",
+ "propagator.setMasterMode(180.0, handler)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "More details on propagation modes can be found in the propagation section of the library architecture documentation.\n",
+ "\n",
+ "Finally, the propagator is just asked to propagate for a given duration."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 22,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "2004-01-01T23:30:00.000 -0.203 0.0\n",
+ "2004-01-01T23:33:00.000 -0.311 0.0\n",
+ "2004-01-01T23:36:00.000 -0.392 0.0\n",
+ "2004-01-01T23:39:00.000 -0.437 0.0\n",
+ "2004-01-01T23:42:00.000 -0.439 0.0\n",
+ "2004-01-01T23:45:00.000 -0.397 0.0\n",
+ "2004-01-01T23:48:00.000 -0.318 0.0\n",
+ "2004-01-01T23:51:00.000 -0.212 0.0\n",
+ "2004-01-01T23:55:57.968 : event occurred, exiting eclipse => switching to day law\n",
+ "2004-01-01T23:54:00.000 -0.088 0.0\n",
+ "2004-01-01T23:57:00.000 0.048 44.0\n",
+ "2004-01-02T00:00:00.000 0.191 44.0\n",
+ "2004-01-02T00:03:00.000 0.338 44.0\n",
+ "2004-01-02T00:06:00.000 0.487 44.0\n",
+ "2004-01-02T00:09:00.000 0.636 44.0\n",
+ "2004-01-02T00:12:00.000 0.782 44.0\n",
+ "2004-01-02T00:15:00.000 0.922 44.0\n",
+ "2004-01-02T00:18:00.000 1.052 44.0\n",
+ "2004-01-02T00:21:00.000 1.168 44.0\n",
+ "2004-01-02T00:24:00.000 1.261 44.0\n",
+ "2004-01-02T00:27:00.000 1.322 44.0\n",
+ "2004-01-02T00:30:00.000 1.342 44.0\n",
+ "2004-01-02T00:33:00.000 1.317 44.0\n",
+ "2004-01-02T00:36:00.000 1.252 44.0\n",
+ "2004-01-02T00:39:00.000 1.156 44.0\n",
+ "2004-01-02T00:42:00.000 1.039 44.0\n",
+ "2004-01-02T00:45:00.000 0.908 44.0\n",
+ "2004-01-02T00:48:00.000 0.767 44.0\n",
+ "2004-01-02T00:51:00.000 0.621 44.0\n",
+ "2004-01-02T00:54:00.000 0.473 44.0\n",
+ "2004-01-02T00:57:00.000 0.325 44.0\n",
+ "2004-01-02T01:00:00.000 0.178 44.0\n",
+ "2004-01-02T01:03:45.919 : event occurred, entering eclipse => switching to night law\n",
+ "2004-01-02T01:03:00.000 0.035 44.0\n",
+ "2004-01-02T01:06:00.000 -0.100 0.0\n",
+ "2004-01-02T01:09:00.000 -0.222 0.0\n",
+ "2004-01-02T01:12:00.000 -0.326 0.0\n",
+ "2004-01-02T01:15:00.000 -0.402 0.0\n",
+ "2004-01-02T01:18:00.000 -0.441 0.0\n",
+ "2004-01-02T01:21:00.000 -0.435 0.0\n",
+ "2004-01-02T01:24:00.000 -0.386 0.0\n",
+ "2004-01-02T01:27:00.000 -0.302 0.0\n",
+ "2004-01-02T01:30:00.000 -0.193 0.0\n",
+ "2004-01-02T01:34:28.690 : event occurred, exiting eclipse => switching to day law\n",
+ "2004-01-02T01:33:00.000 -0.067 0.0\n",
+ "2004-01-02T01:36:00.000 0.071 44.0\n",
+ "2004-01-02T01:39:00.000 0.215 44.0\n",
+ "2004-01-02T01:42:00.000 0.363 44.0\n",
+ "2004-01-02T01:45:00.000 0.512 44.0\n",
+ "2004-01-02T01:48:00.000 0.660 44.0\n",
+ "2004-01-02T01:51:00.000 0.805 44.0\n",
+ "2004-01-02T01:54:00.000 0.944 44.0\n",
+ "2004-01-02T01:57:00.000 1.072 44.0\n",
+ "2004-01-02T02:00:00.000 1.185 44.0\n",
+ "2004-01-02T02:03:00.000 1.273 44.0\n",
+ "2004-01-02T02:06:00.000 1.328 44.0\n",
+ "2004-01-02T02:09:00.000 1.341 44.0\n",
+ "2004-01-02T02:12:00.000 1.309 44.0\n",
+ "2004-01-02T02:15:00.000 1.239 44.0\n",
+ "2004-01-02T02:18:00.000 1.139 44.0\n",
+ "2004-01-02T02:21:00.000 1.018 44.0\n",
+ "2004-01-02T02:24:00.000 0.885 44.0\n",
+ "2004-01-02T02:27:00.000 0.744 44.0\n",
+ "2004-01-02T02:30:00.000 0.597 44.0\n",
+ "2004-01-02T02:33:00.000 0.449 44.0\n",
+ "2004-01-02T02:36:00.000 0.300 44.0\n",
+ "2004-01-02T02:39:00.000 0.154 44.0\n",
+ "2004-01-02T02:42:16.591 : event occurred, entering eclipse => switching to night law\n",
+ "2004-01-02T02:42:00.000 0.013 44.0\n",
+ "2004-01-02T02:45:00.000 -0.121 0.0\n",
+ "2004-01-02T02:48:00.000 -0.241 0.0\n",
+ "2004-01-02T02:51:00.000 -0.341 0.0\n",
+ "2004-01-02T02:54:00.000 -0.411 0.0\n",
+ "2004-01-02T02:57:00.000 -0.443 0.0\n",
+ "2004-01-02T03:00:00.000 -0.430 0.0\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from datetime import datetime\n",
- "def absolutedate_to_datetime(orekit_date):\n",
- "\n",
- " utc = TimeScalesFactory.getUTC()\n",
- " or_comp = orekit_date.getComponents(utc)\n",
- " or_date = or_comp.getDate()\n",
- " or_time = or_comp.getTime()\n",
- " seconds = or_time.getSecond()\n",
- " return datetime(or_date.getYear(),\n",
- " or_date.getMonth(),\n",
- " or_date.getDay(),\n",
- " or_time.getHour(),\n",
- " or_time.getMinute(),\n",
- " int(math.floor(seconds)),\n",
- " int(1000.0 * (seconds - math.floor(seconds))))"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 24
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "pydates = [absolutedate_to_datetime(t) for t in handler.dates]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 25
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "plt.xticks(rotation=90)\n",
- "ax = plt.gca()\n",
- "ax2 = ax.twinx()\n",
- "\n",
- "ax.plot(pydates,handler.eclipseAngles, color='blue')\n",
- "ax.set_ylabel('Eclipse Angle', color='blue')\n",
- "\n",
- "ax2.plot(pydates, handler.pointingOffsets, color='green')\n",
- "ax2.set_ylabel('Pointing offset', color='green');"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "display_data",
- "png": 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ZjTGzu8xsuZndZ2afqX78ajN7wsy6q2/ntSsGFfPShxa4euWyf1iIivnBnXWW\nP8GQenlb3NJAua6eivmh6eFRQ8tbvnPObQPOds7NAU4CzjazMwAHfN4511F9+692xaBiXvroqfRo\nNOUeVqyAww6DiRNDRxK32iJX1ulqnaKphzQ2ynV9PfssvPACTJ8eOpK4LVwIy5fD1q2hI4lXHvOd\nc25L9Zd7AUWgdrMikUs5Kualj3JFfaR7Ur98Yw491P+DZ9Wq0JHERz2k8VGu6+uOO+CUU6CgqmBQ\n++wDM2fquRqDyeMdITMrmNlyYD1wq3NudfVT7zezFWb2HTPbv12vr0wmfejoud7ixXDppaGjSIda\n3/zs2aEjiUvejp3TQLmuL7XYNK7WN69Nnv5lLd8tXryYxYsXD/o1zrkKMMfM9gN+bWaLgK8D11S/\n5O+BzwF/2Y4Y9W9w6UMLXF/O+ckFZ54ZOpJ0UN98/7K2uGWBcl1fd97pW0hkaLoEO7is5btFixZx\n9dVX974Nxjm3EfglMN8596yrAr4NLGhXjCrmpQ/Nme/rgQf8sephh4WOJB1qO/POhY4kLpq7HB/l\nul16emDpUt9mI0M74wz/j58e/ZXuV97ynZkdVGuhMbO9gXOAbjPb/YkNlwAr2xWDinnpQ7OX+9Ju\nVXMmT4axY2Ht2tCRxCWPPaSxU67b5d57/d/d/dvW0ZstBx4IRxzhhyNIvRzeEZoE/LbaM38XcINz\n7hbgs2Z2r5mtAM4C/rZdASiTSR86eu5LxXzzaq02moqxS9aOnbNAuW4X9cs374wzfKvNvHmhI4lP\n3vKdc24lMLefj78zqRi0My99aIHrS8V88/TwqHp5W9zSQLluFxXzzVPf/MCU75KnYl760OzlXbZs\ngTVroKMjdCTpcuqp/h9Bskse5y7HTrluFxXzzas9V0P3g+op3yVPxbz0odnLuyxd6ucJjxkTOpJ0\nmT4dnn8eNmwIHUk81DMfH+U6Tw+LGp4pU2D0aLj//tCRxEf5Lnkq5qUPHT3vohab4SkU4OST4a67\nQkcSDx07x0e5ztPDooZPrTb9U75Lnv76Sh9a4HZRMT98Cxeq1WZ3Wtzio1znqcVm+FTM90/5Lnkq\n5qUPzV72nPOLnIr54Vm4UDvzu8vb3OU0UK7zVMwPn4r5/qlnPnkq5qUPzV72nngCymWYOjV0JOm0\nYAHcfbf/PZRczl2OnnLdrodFLWjbcymz7YQT4KWX4KmnQkcSF+W75KmYlz509OzdeaffrTILHUk6\nHXywf1uIoWUYAAAgAElEQVSzJnQkcdCxc3yU6/zDoqZM0cOihqtQgNNP91NtZBflu+SpmJc+tMB5\narEZObXa7KLFLT7KdWqxaQXluXrKd8lTMS99aPayp8uvI3fKKboEW6Me0vgo16mYb4VTTlExvyfd\nEUpesGLezL5rZuvNbOUgX/NlM7vfzFaYmR7dkwDNXobt22HFCpg/P3Qk6aaJNrto7nJ8lOtUzLfC\nySfD8uWwc2foSOKhfJe8kDvz3wPOG+iTZnYBcKxz7jjgr4GvJxVYXlVcBYCC5fvAZsUKOO442Hff\n0JGk2+zZ8OCDsHlz6EjC07FzfPLeZqOHRbXG+PH+3sHKAbcl80f5LnnBqjbn3O+BFwf5kouBf6l+\n7V3A/mZ2SBKx5VXeF7catdi0xl57+YJ+yZLQkYSnxS0+ec93elhU66jVpi/lu+TF/Nf4cODx3d5/\nAjgiUCy5UK6Uc99DCirmW0mXw7xioahRbZEpu3Ku58yrxaZ1VMz3VTTlu6TFvi2x52BAN9AXXn31\n1b2/XrRoEYsWLWpPRBmW952qmjvvhE99KnQU2bBwIfzoR6GjCE87VfHJe7674w74+MdDR5ENp5wC\nX/xi6CjiUSqU2LJzS+gwciXmTPYkcORu7x9R/Vi/di/mZXjyvrgBrF8PL74I06aFjiQbTjkFrrzS\nP1E3zzP7VczHJ8/5rvawqFNOCR1JNsycCY8/Dhs3wn77hY4mPOW75MXcZnM98E4AM1sIvOScWx82\npGzL8+JWc9dd6iNtpcmTfRH/2GOhIwlLi1t88pzvag+LUuHZGqUSzJ0L99wTOpI4KN8lL+Royh8D\ntwPHm9njZnaZmV1uZpcDOOduAh4ysweAbwB/EyrWvMh7DymoX77VzDRvHqo9pBrVFpVyJb/5Tv3y\nrae++V2KBeW7pAXblnDOva2Br3lfErGIl+edqpo774S/+7vQUWRLbd78W94SOpJwtFMVnzznuzvu\ngLPPDh1FtixYAD/8Yego4qB8lzw1E0ivPC9uAOWyH6O4YEHoSLJFE220uMUoz/lOO/OtV9uZdwOO\n6cgP5bvkqZiXXnle3ABWr4bDDoMJE0JHki3z5/sHce3YETqScLS4xSev+U4Pi2qPI4/0d60efTR0\nJOEp3yVPxbz0yvucefXLt8e++8Kxx/qCPq80Zz4+ZZfPfKeHRbVH7X5Q3k8hQXeEQtBfZ+mV152q\nGhXz7VPrm88r7VTFJ6/5Ti027aNi3lO+S56KeemV18WtRsV8++R9oo0Wt/jkNd+pmG8fFfOe8l3y\nVMxLr7wubgAvveQf+jFzZuhIsinvl2AL5lNtxVUCRyI1ecx3O3fqYVHtVLsftHNn6EjCUjGfPBXz\n0ivPc+bvvhvmzfMP/5DWmz4dnnsONmwIHUk46puPSx7nzK9cCVOn6mFR7TJ+vP/9XbkydCRhKdcl\nT8W89MrjTlXNHXeoxaadCgU4+eR8785rtyouecx3ynPtp1Yb5boQVMxLrzwubjXql2+/vLfaaIGL\nSx7znfrl20/FvHJdCCrmpVdPpSeXo9oqFZ981UfaXnmfaFO0oha4iOQx36mYbz8V88p1IaiYl17l\nSjl3O1UA99/vex0nTQodSbYtWAD33OP/8ZRHpUJJs5cjUnb5ynd6WFQyZszwwxReeil0JOEo1yVP\nxbz0yuOxM6jFJikHHwwHHQRr1oSOJAwdPcclb/lOD4tKRqkEc+f6jYu8Uq5Lnv5aS6+8LW41KuaT\nk+dWGy1wcclbvlOLTXLy3mqjXJc8FfPSq6fSk7tRbaBiPkl5XuSKBfWRxiRv+U55Ljl5znOgXBeC\ninnplbceUoBXXoG1a6GjI3Qk+ZD3nXnNXo5HnvJduQzLlvnxsNJ+p5zin13iXOhIwlCuS56KeemV\nt2NngCVL4KSTYPTo0JHkw+zZ8MAD8PLLoSNJno6e45KnfLd2LUycCBMmhI4kH444AopFePTR0JGE\noVyXPBXz0itPi1uNjp6TtddevqBfsiR0JMnTAheXPOW7e+7RrnySzPLdaqNclzwV89Irj3OX77xT\nl8KSltdWG81ejkue8t2SJSrmk5bnYl65Lnkq5qVXuVKmZPnYqQLfz6id+eTldZHT7OW45Om5Gvfc\nA/Pnh44iX/Ka50C5LgQV89IrT8fOAI895v87eXLYOPKmtjOft8thOnqOS17y3Y4dsHKln30uyZk/\nH1asgJ07Q0eSPOW65KmYl155WdxqarvyZqEjyZfaP55q/5jKCy1wcclLvlu1Co46CvbdN3Qk+TJu\nnP99v/fe0JEkT7kueSrmpVeeekjBjw5TH2ny8no5TLOX45KXOfNLlqjFJpQFC/KX50C5LgQV89Ir\nT3OXQZfCQsrjJVjNXo5LXvKdJtmEk8dNC1CuC0HFvPTKy7Ez+IeodHfDvHmhI8mnvBbz2q2KR17y\nnYr5cGoPj8ob5brkqZiXXnlZ3EAPUQmtdjlsx47QkSRHC1xc8pDvtmyBdev8sx0keTNmwBNPwEsv\nhY4kWcp1yVMxL73y0kMK6iMNbd994dhjfUGfF5q9HJc83BFasQJOOEFPuA6lVPJThO65J3QkyVKu\nS56KeemVp7nLKubDO/nkfD0JVrOX45KHfKcWm/Dy2DevXJc8FfPSKw/HzjUq5sObPz9/xbx2q+KR\nh3ynYj68PBbztWk2Lm8PEwlIxbz0ysPiBv4hHitW6CEqoamYl5DykO9UzIdXK+bzVNcWrEDBClRc\nJXQouaFiXnrloYcU4L77/IOLxo8PHUm+zZoF99/vL+nlgWYvxyXrd4Q2bfKXL088MXQk+XbEETBq\nFDzySOhIkqW++WSpmJdeeZm7rBabOIwe7QuNvFyC1ezluGQ93y1d6qfYlLL7PzE18thqo775ZKmY\nl155OHYGFfMxydMl2JKpzSYmWc93arGJR16LeeW75KiYl15ZX9xqtMjFY/78/Ixt0+IWl6znO+W5\neCxYkL+HRynfJUvFvPTKeg8pwPbtvmd+zpzQkQjk6xKseubjkvU7QjqBjMf8+bB8OfTk6K+/8l2y\nVMxLr6z3kAKsXOkfVjR2bOhIBHzP/KOPwubNoSNpP/WQxiXLc+Y3bIAXX4TjjgsdiQCMGwdTpviN\npLzQHaFkqZiXXlk/dgbtVsVm1Cg46STo7g4dSfvp2DkuWc53S5bAvHlQ0AofjXnz8nMKCcp3SdNf\ndemV5cWtRn2k8clLq40Wt7hkOd9p0yI+eclzNcp3yVIxL73KlXKme0hBi1yM8rLIFa2oY+dIOOco\nu3Jm7whp0yI+8+f7caF5UbSi2goTpGJeemV5pwr8w4nuv9+3dUg88lLMa6cqHhVXoWAFzCx0KC3n\nnIr5GM2ZA6tWwY4doSNJhvJdslTMS6+sF/MrVsAJJ/iHFUk8pk+Hp5+Gl14KHUl7aXGLR5Zz3ZNP\nQrnsn3It8dhnHzjqKFi9OnQkyVC+S5aKeemV5QUOtFsVq2LR71otWxY6kvbS4haPLOe6WithBg8d\nUi8vp5CgfJc0FfPSK8s9pKB++ZjlYZErFtRDGoss5zptWsRr3rz89M0XC7ojlCQV89Iry7tVoGI+\nZnko5rVTFY8s5zoV8/HKQ56rUb5Llop56ZXlBW7zZv9wohkzQkci/Tn5ZF+EZJkWt3hkNdc5p02L\nmM2e7R8ctX176EjaT/kuWSrmpVdWFzjw/dgnneQfUiTxOfZYeOEFeO650JG0jxa3eGQ11z30kL9o\neeihoSOR/owd63PdqlWhI2k/5btkqZiXXlmeM6/dqrgVCtnvJ9Wc+XhkNdepxSZ+eWm10Zz5ZKmY\nl15Z3a0CFfNpkPVFTjtV8chqrlMxH7+s57maPOU7MxtjZneZ2XIzu8/MPlP9+AQzu9nM1pnZb8xs\n/3bFoGJeemV1gQOfPLXIxS3ri1ypUKLH5WNxi11Wc90992jTInZZP4GsyVMx75zbBpztnJsDnASc\nbWZnAB8FbnbOTQNuqb7fFirmpVdWF7gXX4RnnoHjjw8diQwmF8V8Tha32GUx15XL0N2tYj52J50E\na9bAtm2hI2mvvOU759yW6i/3AorAi8DFwL9UP/4vwP9s1+urmJdeWZ29vHQpdHT4hxNJvI46Cl55\nxf/DK4s0dzkeWcx1a9b4i68HHBA6EhnM3nv7jaV77w0dSXvlLd+ZWcHMlgPrgVudc6uBQ5xz66tf\nsh44pF2vr2JeemVxtwrUL58WZv7/p6weQedtpypmWcx16pdPj6yfQkL+8p1zrlJtszkCeJWZnb3H\n5x3g2vX62cpmMiJZXODAJ803vjF0FNKI2iJ34YWhI2m9vC1uMctirlO/fHrMm6fnaqTJ4sWLWbx4\ncUNf65zbaGa/BOYB683sUOfcM2Y2CXi2XTFqZ1569VR6MjuuTYtcOmR5x6poxcwsbmmXxVynS/7p\nkeU8V5OlfLdo0SKuvvrq3rc9mdlBtUk1ZrY3cA7QDVwPvKv6Ze8Cft6uGFXMS69ypZy53apnn4WN\nG+GYY0JHIo2oLXKubYeR4ZQKJc1djkTWct2OHf5BRHPnho5EGjFrFtx/P2zdGjqS9slZvpsE/Lba\nM38XcINz7hbgH4FzzGwd8Orq+22RnWwmI5bFo+elS/2RZkH/bE2FI4/0UzmefBKOOCJ0NK2VpWPn\ntMtarlu5Eo4+2j/9VeI3ejSccAKsWAELF4aOpj3ylO+ccyuBun9KO+deAP5HEjGoxJFeWVvgQEfP\naWPm///K4hF0nha32GUt1+mSf/pkvdVG+S5ZKualV0+lJ3Pj2rTIpU9WF7liITs9pGmXtVynSTbp\nk9U8V5Olnvk0UDEvvcouW32koMuvaZTVRa5UKOVq7nLMspbrVMynT9afBKt8lywV89Ira0fPTz3l\nL4ZNmRI6EmnGvHnZvASrY+d4ZCnXbdniL1OedFLoSKQZM2fCgw/6B+VlkfJdslTMS68sLXCwq1/e\nLHQk0ozDDvMXxB59NHQkraXFLR5ZynXLl8OJJ/q/M5Iee+3lC/rly0NH0h7Kd8lSMS8AOOeouAoF\ny84fCfXLp1cWW23UQxqPLM2ZV55Lr9opZBbpjlCyslO5yYiUXZmiFbEMbWOrXz69sljM52zuctSy\nNGd+2TJfFEr6zJ+f3b555btkqZgXIFvHzuD7rbVjlV5ZLea1UxWHLOW7pUv1sKi0ymKeq1G+S5aK\neQGytbgBPPYYjBoFhx8eOhIZjtqkhyxdgtXiFo+s5LstW/wlypkzQ0ciw3Hiif5u0ObNoSNpPeW7\nZKmYFyBbPaSgXfm0mzgRxo+HBx4IHUnrqIc0HlmZM3/vvTB9ui6/ptWoUTBrVjYvweqOULJUzAuQ\nrR5SUL98FmTtCFpzl+ORlTnzy5apxSbtspbnapTvkqViXoDsHDvXaGc+/U4+OVuLnI6d45GVfKfL\nr+mX1Yk2ynfJUjEvQHYWN/B91kuXqphPu6ztWGlxi0dW8p0uv6ZfVifaKN8lS8W8ANnpIQV46CEY\nN873XUt6zZsH3d1QzshJrXpI45GFfLd9O6xdqye/pt0JJ8ATT8CmTaEjaS3dEUqWinkBstNDCuoj\nzYoDDvD/IFu3LnQkraG5y/HIwh2hlSvh2GNh771DRyIjUSrB7Nl+3coS5btkqZgXIDvHzqBiPkuy\n1GqjY+d4ZCHfqV8+O7LYN698lywV8wJkY3GrUTGfHSrmpR2ykO/UL58dWeybV75Llop5AbIzZ752\n+VU7Vtkwf74fM5oF6iGNRxbynXbmsyNLmxY1uiOULBXzAmSjhxTg8cf9gzgmTQodibRCR4d/ME4W\nLsEWrUjFVXBZeqxtSqX9jtCOHbB6te+1lvQ7/nh45hl46aXQkbSOeuaTpWJegGwcO4NabLJmv/38\nP8zWrg0dyciZGUUraoGLQNrz3X33wdSpsM8+oSORVigWYc6cbF2CVZtNslTMC5D+xa1GxXz2zJ2b\nnUVOC1wc0p7v1EqYPVlrtVGuS5aKeQH8sXPa5y6DLoVlUZaK+WKhqEecR6BcSXe+06ZF9mRtoo1y\nXbJUzAuQ/p2qGl0Ky55587Iz6UG7VXFIe75TnsuerE20Ua5Llop5AdK/uAE8/TTs3AlHHhk6Emml\njg7/JNhKJXQkI6cFLg5pznc9Pf5S+Jw5oSORVpo2DTZsgBdeCB1JayjXJUvFvADpXtxqakfPZqEj\nkVY68ECYMAEefDB0JCOnBS4Oac53a9bAEUfA+PGhI5FWKhT8xkVWdueV65KlYl6Aag9pBuYuq480\nm7LSN69pNnEou/TmO90Lyq4sXYJVrkuWinkB0r1TVaNFLruyUsxrtyoOac536pfPrrlzfUthFijX\nJUvFvADpXtxqtMhlV1YuwWqBi0Oa8502LbIrK5sWoFyXNBXzAqR7cQN/cWjTJjj66NCRSDvUFrm0\nPzxVC1wc0prvymVYscL3Vkv2TJuWnSfBKtclS8W8AOmfM9/d7Rc4XX7NpkMOgb33hkcfDR3JyGj2\nchzSmu/WrYOJE+GAA0JHIu1QLMLs2bB8eehIRk65Llkq5gVI705VjS6/Zl8WjqC1WxWHtOY75bns\ny0KeA+W6pKmYFyC9i1uN+kizLwuLnBa4OKQ13y1dqntBWZeFPAfKdUlTMS9Aehe3Gl1+zb4sXILV\nAheHtOY77cxnn4p5GQ4V8wJU58ynsIcU4MUX4dln4bjjQkci7TR3ri/m03wJVrOX45DG52pUKv5u\nkIr5bDvxRH836JVXQkcyMsp1yVIxL0B6d6rAXxaaPdtfHpLsOvxw/9+nngobx0hotyoOacx3Dz4I\n++8PBx0UOhJpp1GjYMYMP7UozZTrkqViXoB0Lm41OnrOB7P0H0FrgYtDGvOdWgnzI+15DpTrkqZi\nXgC/uKXt2LlGl1/zI+2LXLFQ1AIXgZ5KT+raCpXn8iPteQ6U65KmYl4AP3c5bTtVNdqxyo+0X4It\nFUqavRyBNOY7nUDmRxaKeeW6ZKmYFyCdx84AmzfD44/DCSeEjkSSkPZFTkfPcUhbvnNOmxZ5MnOm\nf0DYtm2hIxk+5bpkqZgXIH2LW82KFT7xldIXugzD1Kl+ysP69aEjGR4tcHFIW7575BH/BORDDgkd\niSRhzBiYNg1WrQodyfAp1yVLxbwA6ewhBfWR5k3tEmx3d+hIhqdo6iONQdruCOlhUfmT9lNI5bpk\nqZgXwM9dTtNOVY36SPNn3rz0LnKlQkmzlyOQtnynPJc/aS/mC1bA4ai4SuhQckHFvADpO3auUR9p\n/tQeHpVGOnqOQ9rynXbm8yftxbyZ6RJsglTMC5C+xQ1gyxb/IJUZM0JHIklK8yKnYj4Oacp3tcuv\n2pnPl9mzYfVq2LkzdCTDp3yXHBXzAqSvhxRg5UqYPh1Gjw4diSTp2GPh+efhhRdCR9I8zV6OQ5ru\nCD3+uH+69WGHhY5EkrTPPjBlCvzpT6EjGT71zSdHxbwA6Zy7rMuv+VQowJw56bwEWzIdO8cgTfmu\ntitvFjoSSVqaTyFBd4SSpGJegHQdO9fo6Dm/0vrwKB07xyFN+U55Lr+yUMwr3yVDxbwA6VrcanT5\nNb/SushpcYtDmvKdLr/mV1rzXI3yXXJUzAuQrh5SgO3bYc0aOOmk0JFICGld5NQzH4c03RHSznx+\nzZnjH4xYTmmnivJdclTMC5CuHlLwt/yPOcY/FVHy5/jj4cknYdOm0JE0Rz2kcUjLnPmnnvLTTCZP\nDh2JhLD//v6pv/ffHzqS4dFoyuSomBcgXcfOoMuveVcq+VOZ5ctDR9IcHTvHIS35TpdfJa2nkKB8\nlyQV8wKkZ3Gr0dGzpPESrBa38GpPpCxY/Muf+uVFxbw0Iv5sJolIUw8p6PKrpHOR09zl8NKU67Rp\nIWnMczXKd8lRMS9AenpIwfeQrlrln5An+ZXGRU49pOGlKdepmJeODv/nwLnQkTRPd4SSo2JegHS1\n2fzpT3DkkTBuXOhIJKQTT4SHH4ZXXgkdSeN07BxeWnLdhg2weTMcfXToSCSkgw+G8eN9rksb5bvk\nqJgXID0LHGi3Sry99oIZM+Dee0NH0jgtbuGlJdd1d/vRhLr8Kmk8hQTluySpmBcgXXPmVcxLzdy5\n6boEq7nL4aUl1ynPSU1ai3nlu+SomBcgXXPmdflVatK2yKmHNLy05Lrubt8vLZK2PFejO0LJUTEv\nQHqOnstl/0Q8LXIC6VvkdOwcXlpynYp5qanlubRdglW+S46KeQHSs8CtWwcTJ/on44nMmuX/TGzb\nFjqSxmhxCy8NuW7TJv+E4+nTQ0ciMZg0CQoF/2ciTZTvkqNiXgA/ri0Ns5fVRyq7GzMGpk3zo0rT\noGhFHTsHloZct2IFzJzpn3QsYpa+U0io5ju1FSZCxbwA6ditAhXzUi9Nl2BLhRI9TjtVIaUh16nF\nRvaUxmJeO/PJUTEvQDoWOFAxL/XStMhpcQsvDblOeU72lKY8V6N8lxwV8wKkY4FzDpYv146V9JWm\nRU6LW3hpyHXamZc9pSnP1SjfJUfFvAB+XFvss5cfeQTGjvUXYEVqZs+G++6DnTtDRzK0YkE986HF\nnuu2bfOXumfNCh2JxGTKFNiyBdavDx1J45TvkqNiXgDtVkl67bMPTJ3qC/rYaacqvNhz3apVcNxx\n/nK3SE3tEmx3d+hIGqd8lxwV8wLEv8CB+khlYGm5BKvFLbzYc502LWQgaWu1yUu+M7MjzexWM1tt\nZqvM7Mrqx682syfMrLv6dl67YlAxL0D8CxxokZOBdXSkY8cqL4tbzGLPdd3d2rSQ/qWumLfc5Lud\nwN8652YAC4H3mtkJgAM+75zrqL79V7sCUDEvQDpmL6uYl4GkpZjX3OXwYs91y5Ypz0n/0lbMFwv5\nyHfOuWecc8urv34Z+BNwePXTlkQMKuYFiH+36pln/MWwKVNCRyIx6ujwD9opR75uaGc+vJhzXbkM\nK1fCnDmhI5EYHXssPPccvPhi6Egak8d8Z2ZTgQ7gzuqH3m9mK8zsO2bWtmfXx5nRJHExL3Cwa1fe\nEvk3rqTN/vvDwQfDAw/A8ceHjmZgeVzcYhNzrlu7Fg47DMaPDx2JxKhQ8P/Q6+6GV786dDRDy0q+\nW7x4MYsXLx7y68xsX+A/gQ845142s68D11Q//ffA54C/bEeMcWY0SVzMCxyoxUaGVmu1UTEvg4k5\n16nFRoZSa7VRMZ+cRYsWsWjRot73u7q66r7GzEYBPwX+1Tn3cwDn3LO7ff7bwA3tilFtNgLEP3tZ\nxbwMJQ39pJq7HF7MuU55ToaShjxXU7R85DszM+A7wH3OuS/u9vFJu33ZJcDKdsWgYl5wztFT6Yn6\nUpgWORlKGi7BZmWnKs1i3pnXJBsZSpqK+Rzlu9OBtwNn7zaG8nzgWjO718xWAGcBfzvYD7Eu+2Ej\nH+tPnBlNElVxFQpWoGBx/ttu40Z/ATbm9gkJr1bMOxfv3YocLW7RirWYd06bFjK06dPh8cdh82YY\nNy50NIPLS75zzv2B/jfHf9Xkj5q5+zvWZSVgXiPf2FBGM2MqcKxz/LcZY4GSc2xqMkiJVE+lJ9pj\nZ4Dly/2jzYvxhigRmDQJRo3yC93kyaGj6V/RirlY3GIW6ynkI4/A2LEwcWLoSCRmpRLMnOmnd51x\nRuhoBlcsKN81wrrsY8D/B+xtXbZ5t0/tBL7ZyM8Yspg346+BvwImAMcARwBfB17TbMASp7IrR7lT\nVaPdKmlUbXc+1mK+VCjlYu5yzMqVOPOdWmykUbU8F3sxXyqU2NazLXQY0XOd7tPAp63L/tF1uo8O\n52c00lfxXuAM8DvxzrEO0N5BhsR67FyjYl4aFXvffF6OnWPWU+mhZPHlO+U5aVTsea5G+a5pH7Mu\ne4d12acArMsmW5ctaOQbGynmtzvH9to7ZpTwj6iVjEhDMa8dK2lE7JfDtLiFF2u+01hKaVTsea5G\n+a5pXwNOBS6tvv9y9WNDaqSYv82MjwNjzTgH+A/aOCtTkhdrDynA1q1w//2+R1BkKLHvWKmHNLxY\n8502LaRRs2bBunWwffvQXxuS7gg17RTX6f4G2ArgOt0LwKhGvrGRYv6jwAb8fMzLgZuATwwvTolR\nrD2kAKtWwbRpMHp06EgkDY46yk952LAhdCT9KxVKuZi7HLMY7wg98wxs2xbvXQ+Jy5gxcMwxsHp1\n6EgGp3zXtB3WtWsaiXXZwUClkW8csph3jrJzfNM53lR9+5ZzarPJkliPnUF9pNIcs7h353XsHF6M\n+a6W52IdqSrxiTnP1SjfNe0rwM+AidZlnwb+CHymkW8cMKOZDfqkKuccJzUVokQrxsWtRkfP0qza\nInfuuaEjqafFLbwY853ynDSr1jf/l38ZOpKBKd81x3W6f7UuW8quaZGvd53uT41872A7868b5O3i\n4YcrsYl5zrwuhUmzYt6xUg9peDHmO51ASrNiznM1xUKRHqd81yjrsmOAh12n+yqwGjjHumz/Rr53\nwGLeOR4Z7K01oUsMYuwhBejp8T3zs2eHjkTSJOZJD5ozH16Md4S0aSHNmjMH7r0XyhGnE/XMN+06\noMe67FjgG8CRwI8a+cYhe+bN2NzP2xNm/MyMo0cWt8QgxmNngLVr4bDDYPz40JFImhx/PDz5pL8I\nGxsdO4cXW77buBHWr/cX/UUatd9+cMghfqpNrJTvmlZxna4HeAPwFdfpPgxMauQbG5lm8yXgQ8Dh\n1bf/Dfw/4N+B7w4rXIlKbItbjfpIZTh2f9x5bGqjKZ3TDIFQYst3y5fDSSdBMa7OH0mBuXPjbrVR\nMd+0ndZllwLvBG6sfqxloykvdo5vOMem6ts3gdc6x78BBwwvXolJrHOXdfQswxVrq03BChhGxTU0\nbUzaILZ8pzwnwxV737zuCDXtL4CFwP9xne5h67KjgB828o2NFPNbzHiLGYXq258B26qf0/ZSBsTY\nQwq6FCbDF/Mip775sGK7I6QTSBmumPMcKNc1yrrsluov3+U63ZWu0/0YwHW6h12nu7aRn9FIRvtz\nfNH2jukAACAASURBVKvNP1XfvxN4uxl7A+9rMmaJUGzHzgDO+eNnFfMyHB0d8LWGHoKdvNrR817F\nvUKHkkux5bvubrjqqtBRSBp1dPiTHefifEaB2mwaNsm67DTgYuuyf9vzk67TDXnOPGRGc44HgYsG\n+PQfhgxRohfb4gbwyCOwzz4wcWLoSCSNdn/ceWxPD9YCF1ZM+W7rVnjgAZgxI3QkkkaHHuqfBvvY\nYzBlSuho6inXNawT+BT+Xurn+vn82UP9gCEzmhkTgb8Cpu729c45Lms4TIlajHOX1UcqIzFmDBx7\nrB9tOm9e6Gj6ql2ClTBiyncrV8L06fH9g1PSo9ZqE2Mxr1zXsKddpzvPuuxTrtNdM5wf0EjP/C+A\n8cDNwC93e5OMiK2HFNQvLyMXaz+pZi+HFdMdIeU5GalY8xwo1zXhS9X/XjLcH9BIRtvbOT4y3BeQ\n+MV07FzT3Q3/63+FjkLSLNaJNjp6DqvHxZPvli3T5VcZmY4O+P73Q0fRP+W6hvVYl30LONy67MvA\n7jcgnOt0Vw71AxrZmb/RjAuHG6HEL9ZiXoucjESsO1Za4MKKKd9pZ15GKuZZ88p1DbsIuAXYCizt\n521IjWS0q4CPmbED2Fn9mHMOPZczI2Kbu/zMM7BtG0yeHDoSSbM5c3xPcrkc1wN5NHs5rFjy3c6d\nsHo1zJ4dOhJJs6lT4ZVXYMMGOPjg0NH0pVzXGNfpNgD/Zl22xnW65cP5GY1Ms9l3OD9Y0iOmHlLY\ntVsV46gtSY/x42HSJFi7Fk48MXQ0u2j2clix5Ls1a+DII2FfrbAyAmZ+46K7G849N3Q0fSnXNe15\n67KfAWdU3/8d8AHX6Z4Y6hsbabPpZcYxZnzSjNXDCFIiFdOxM+joWVonxlYbHT2HFUu+U56TVtH9\noMz4HnA9cFj17Ybqx4Y0ZDFvxuFmfNCMe4DVQBF46/BjldjEsrjVqF9eWkXFvOwplnynYl5aJcY8\nB8p1w3Cw63Tfc51uZ/Xt+0BDT9sZsJg343IzFuNHUu4PXAY87RxXO8fKFgQtkYhp7jJoxry0Tow7\nVpq9HFYs+U6TbKRVYi3mleua9rx12Tusy4rWZSXrsrcDzzXyjYPtzH8V2Ay8zTk+pQI+u2KaM79x\nI6xfD9OmhY5EsqCjA5Yv9487j4VmL4cVQ76rVPyfS21aSCscfzw8+SRs2hQ6kr6U65p2GfBnwDPA\n08Cbgb9o5BsHy2iTqj/oy9WnwP4nMGpkcUqMYjl2Br/AzZoV1/QRSa+JE2HvveHRR/3Uhxjo6Dms\nGPLdww/DfvvBgQcGDUMyolTy6+aKFXDmmaGj2UW5rjmu0z0CvG443zvgzrxzPOccX3eOs4BzgY3A\nejPWmPHpYUUqUYphcatRH6m0WmytNlrgwooh36nFRlotxlYb5brkNDTNxjked47/6xzzgIuBba14\ncTM7z8zWmNn9Zlb3lFkzW2RmG82su/r2iVa8rvRVrpSj6CEFLXLSerEtckUralxbQOVKOficeW1a\nSKvFludAuS5JTY2mBHCOdc5xzUhf2MyK+L7884ATgbeZ2Qn9fOltzrmO6ts/jPR1pV4MO1U1WuSk\n1WJb5LRbFVYM+U55TlottjwHynVJCpnRFgAPOOceATCzfwNeD/xpj6/To4PaLIbFDWDrVnjgAZg5\nM3QkkiVz58J73xs6il20wIUVQ75TMS+tNmsWrFsH27fD6NGho/GU65pjXfa/AceuutfhW9yXDvVk\n2KZ35lvocODx3d5/ovqx3TngNDNbYWY3mVlEz3HMjhgWN4BVq/wUm1gSkWTD5MmwbZufkhQDLXBh\nhc53Tz8NPT1wxBHBQpAMGjMGjj3Wr6OxUK5r2jzgCvwDow4HLgfOB75lXfWt6LsbMqOZUQD+HDjK\nOa4xYzJwqHPcPcKgGxkWtww40jm3xczOB34O9Du08Oqrr+799aJFi1i0aNEIw8uPsgvfQwrql5f2\nMNt1BH3eeaGj8bOXNa4tnLILe0eotitvOnOWFqvluXnzQkfiKdc17Uhgrut0LwNYl30KuAk4C1gK\nXDvQNzayPfE1oAK8GrgGeLn6sfkji5kn8YHXHInfne/lnNu8269/ZWZfM7MJzrkX9vxhuxfz0pzQ\nO1U1OnqWdqlNtImhmNduVVih853ynLRLbH3zynVNOxjYsdv7O4FDXKfbYl026OCZRtpsTnGOvwG2\nAjjHC7Rm3vwS4Dgzm2pmewFvAa7f/QvM7BAzv39hZgsA66+Ql5EJvbjVaJGTdolpkdMCF1bofKc8\nJ+0S2xje2jQbF9NT++L2/4C7rMs6rcuuBm4HfmRdtg9w32Df2EhG22FG75mkGQfjd+pHxDnXY2bv\nA34NFIHvOOf+ZGaXVz//DeBNwHvMrAfYArx1pK8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affMRNFy4fLdjh/TSS9JppwW5PJCI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8K5WtKxku7p69neKWmZpGMkvT/mwEqC+Mf1GQ2dL387xXGU0WdE7GP6T0lv7f8F59xX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\ngg==\n",
- "text": [
- "<matplotlib.figure.Figure at 0x119358c10>"
- ]
- }
- ],
- "prompt_number": 26
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The java code for similar example can be found in the source tree of the library, in file:\n",
- "\n",
- " src/tutorials/fr/cs/examples/attitude/EarthObservation.java\n"
+ }
+ ],
+ "source": [
+ "# Propagate from the initial date for the fixed duration\n",
+ "finalState = propagator.propagate(initialDate.shiftedBy(12600.))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 23,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Propagation ended at 2004-01-02T03:00:00.000\n"
]
}
],
- "metadata": {}
+ "source": [
+ "print(\"Propagation ended at \" + finalState.getDate().toString())"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "To plot nicely in Python, we should convert the orekit AbsoluteDate to python DateTime objects."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 24,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from datetime import datetime\n",
+ "def absolutedate_to_datetime(orekit_date):\n",
+ "\n",
+ " utc = TimeScalesFactory.getUTC()\n",
+ " or_comp = orekit_date.getComponents(utc)\n",
+ " or_date = or_comp.getDate()\n",
+ " or_time = or_comp.getTime()\n",
+ " seconds = or_time.getSecond()\n",
+ " return datetime(or_date.getYear(),\n",
+ " or_date.getMonth(),\n",
+ " or_date.getDay(),\n",
+ " or_time.getHour(),\n",
+ " or_time.getMinute(),\n",
+ " int(math.floor(seconds)),\n",
+ " int(1000.0 * (seconds - math.floor(seconds))))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 25,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "pydates = [absolutedate_to_datetime(t) for t in handler.dates]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 26,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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kpzYmLs+XatWDmo685rqdO+Guu2DhQu9IpJ758+NT0rdt846k83TH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T1tOekh98SV1/gXNdeZWUXS30q6UtJMSe8zs2mh1xGzuL9G0s29/36zpHcO8nMm2ocSR3FfLMQ/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\nDwyB++YX394MAAAAAElFTkSuQmCC\n",
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x706a630>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plt.xticks(rotation=90)\n",
+ "ax = plt.gca()\n",
+ "ax2 = ax.twinx()\n",
+ "\n",
+ "ax.plot(pydates,handler.eclipseAngles, color='blue')\n",
+ "ax.set_ylabel('Eclipse Angle', color='blue')\n",
+ "\n",
+ "ax2.plot(pydates, handler.pointingOffsets, color='green')\n",
+ "ax2.set_ylabel('Pointing offset', color='green');"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The java code for similar example can be found in the source tree of the library, in file:\n",
+ "\n",
+ " src/tutorials/fr/cs/examples/attitude/EarthObservation.java\n"
+ ]
+ }
+ ],
+ "metadata": {
+ "hide_input": false,
+ "kernelspec": {
+ "display_name": "Python 2",
+ "language": "python",
+ "name": "python2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.11"
+ },
+ "toc": {
+ "toc_cell": false,
+ "toc_number_sections": false,
+ "toc_threshold": 4,
+ "toc_window_display": true
}
- ]
-}
\ No newline at end of file
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/examples/TLE Propagation.ipynb b/examples/TLE Propagation.ipynb
index f868301bfdf594c8724ff1de386d5f65f6dbc078..f6dc2d5eb564171c7b9702c7917aeeef62e8a95b 100644
--- a/examples/TLE Propagation.ipynb
+++ b/examples/TLE Propagation.ipynb
@@ -1,291 +1,310 @@
{
- "metadata": {
- "name": "",
- "signature": "sha256:b738d74686c8d5d0090ff8b49966b8612109542873d4bbf461814287bfdb9b27"
- },
- "nbformat": 3,
- "nbformat_minor": 0,
- "worksheets": [
+ "cells": [
{
- "cells": [
- {
- "cell_type": "heading",
- "level": 1,
- "metadata": {},
- "source": [
- "TLE Propagation"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "This is a short example of how to propage NASA Two Line Elements (TLE) in the python-wrapped orekit."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%pylab inline\n",
- "figsize(15,15)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "prompt_number": 1
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "#initialize orekit and JVM\n",
- "import orekit\n",
- "orekit.initVM()\n",
- "\n",
- "from orekit.pyhelpers import setup_orekit_curdir\n",
- "setup_orekit_curdir()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 2
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Now we are set up to import and use objects from the orekit library."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.orekit.data import DataProvidersManager, ZipJarCrawler\n",
- "from org.orekit.frames import FramesFactory, TopocentricFrame\n",
- "from org.orekit.bodies import OneAxisEllipsoid, GeodeticPoint\n",
- "from org.orekit.time import TimeScalesFactory, AbsoluteDate, DateComponents, TimeComponents\n",
- "from org.orekit.utils import IERSConventions, Constants\n",
- "\n",
- "from org.orekit.propagation.analytical.tle import TLE, TLEPropagator\n",
- "from java.io import File\n",
- "\n",
- "from math import radians, pi"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 8
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "#SPOT-5 \n",
- "tle_line1 = \"1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\"\n",
- "tle_line2 = \"2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\""
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 9
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "mytle = TLE(tle_line1,tle_line2)\n",
- "print mytle\n",
- "print 'Epoch :',mytle.getDate()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\n",
- "2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\n",
- "Epoch : 2002-05-04T11:45:15.695\n"
- ]
- }
- ],
- "prompt_number": 10
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "ITRF = FramesFactory.getITRF(IERSConventions.IERS_2010, True)\n",
- "earth = OneAxisEllipsoid(Constants.WGS84_EARTH_EQUATORIAL_RADIUS, \n",
- " Constants.WGS84_EARTH_FLATTENING, \n",
- " ITRF)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 11
- },
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# TLE Propagation"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This is a short example of how to propage NASA Two Line Elements (TLE) in the python-wrapped orekit."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "Define the station"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "longitude = radians(21.063)\n",
- "latitude = radians(67.878)\n",
- "altitude = 341.0\n",
- "station1 = GeodeticPoint(latitude, longitude, altitude)\n",
- "sta1Frame = TopocentricFrame(earth, station1, \"Esrange\")"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 12
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "initialDate = AbsoluteDate(DateComponents(2002, 05, 07),\n",
- " TimeComponents.H00,\n",
- " TimeScalesFactory.getUTC())\n",
- "\n",
- "inertialFrame = FramesFactory.getEME2000()\n",
- "\n",
- "propagator = TLEPropagator.selectExtrapolator(mytle)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 13
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "extrapDate = initialDate;\n",
- "finalDate = extrapDate.shiftedBy(60.0*60*24) #seconds"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 14
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "el=[]\n",
- "pos=[]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 15
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "while (extrapDate.compareTo(finalDate) <= 0.0): \n",
- " pv = propagator.getPVCoordinates(extrapDate, inertialFrame)\n",
- " pos_tmp = pv.getPosition()\n",
- " vel_tmp = pv.getVelocity()\n",
- " pos.append((pos_tmp.getX(),pos_tmp.getY(),pos_tmp.getZ()))\n",
- " \n",
- " el_tmp = sta1Frame.getElevation(pv.getPosition(),\n",
- " inertialFrame,\n",
- " extrapDate)*180.0/pi\n",
- " el.append(el_tmp)\n",
- " #print extrapDate, pos_tmp, vel_tmp\n",
- " extrapDate = extrapDate.shiftedBy(10.0)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 16
- },
+ }
+ ],
+ "source": [
+ "%pylab inline\n",
+ "figsize(15,15)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "#initialize orekit and JVM\n",
+ "import orekit\n",
+ "orekit.initVM()\n",
+ "\n",
+ "from orekit.pyhelpers import setup_orekit_curdir\n",
+ "setup_orekit_curdir()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now we are set up to import and use objects from the orekit library."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.orekit.data import DataProvidersManager, ZipJarCrawler\n",
+ "from org.orekit.frames import FramesFactory, TopocentricFrame\n",
+ "from org.orekit.bodies import OneAxisEllipsoid, GeodeticPoint\n",
+ "from org.orekit.time import TimeScalesFactory, AbsoluteDate, DateComponents, TimeComponents\n",
+ "from org.orekit.utils import IERSConventions, Constants\n",
+ "\n",
+ "from org.orekit.propagation.analytical.tle import TLE, TLEPropagator\n",
+ "from java.io import File\n",
+ "\n",
+ "from math import radians, pi"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "#SPOT-5 \n",
+ "tle_line1 = \"1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\"\n",
+ "tle_line2 = \"2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\""
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "Plot Results"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "1 27421U 02021A 02124.48976499 -.00021470 00000-0 -89879-2 0 20\r\n",
+ "2 27421 98.7490 199.5121 0001333 133.9522 226.1918 14.26113993 62\n",
+ "Epoch : 2002-05-04T11:45:15.695\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "plot(el)\n",
- "ylim(0,90)\n",
- "title('Elevation')\n",
- "grid(True)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "display_data",
- "png": 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Jh/HpeQNgy6tfndzvfsmtbpW84Q1zjwZo2ZOetOh1u+99k9/5nblHA/PR8wbA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\nYII=\n",
- "text": [
- "<matplotlib.figure.Figure at 0x1193b9710>"
- ]
- }
- ],
- "prompt_number": 17
- },
+ }
+ ],
+ "source": [
+ "mytle = TLE(tle_line1,tle_line2)\n",
+ "print mytle\n",
+ "print 'Epoch :',mytle.getDate()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "ITRF = FramesFactory.getITRF(IERSConventions.IERS_2010, True)\n",
+ "earth = OneAxisEllipsoid(Constants.WGS84_EARTH_EQUATORIAL_RADIUS, \n",
+ " Constants.WGS84_EARTH_FLATTENING, \n",
+ " ITRF)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Define the station"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "longitude = radians(21.063)\n",
+ "latitude = radians(67.878)\n",
+ "altitude = 341.0\n",
+ "station1 = GeodeticPoint(latitude, longitude, altitude)\n",
+ "sta1Frame = TopocentricFrame(earth, station1, \"Esrange\")"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "initialDate = AbsoluteDate(DateComponents(2002, 05, 07),\n",
+ " TimeComponents.H00,\n",
+ " TimeScalesFactory.getUTC())\n",
+ "\n",
+ "inertialFrame = FramesFactory.getEME2000()\n",
+ "\n",
+ "propagator = TLEPropagator.selectExtrapolator(mytle)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "extrapDate = initialDate;\n",
+ "finalDate = extrapDate.shiftedBy(60.0*60*24) #seconds"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "el=[]\n",
+ "pos=[]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "while (extrapDate.compareTo(finalDate) <= 0.0): \n",
+ " pv = propagator.getPVCoordinates(extrapDate, inertialFrame)\n",
+ " pos_tmp = pv.getPosition()\n",
+ " vel_tmp = pv.getVelocity()\n",
+ " pos.append((pos_tmp.getX(),pos_tmp.getY(),pos_tmp.getZ()))\n",
+ " \n",
+ " el_tmp = sta1Frame.getElevation(pv.getPosition(),\n",
+ " inertialFrame,\n",
+ " extrapDate)*180.0/pi\n",
+ " el.append(el_tmp)\n",
+ " #print extrapDate, pos_tmp, vel_tmp\n",
+ " extrapDate = extrapDate.shiftedBy(10.0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Plot Results"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "plt.figure()\n",
- "plt.plot(pos); \n",
- "plt.title('Inertial position')\n",
- "plt.show()"
- ],
- "language": "python",
+ "data": {
+ "image/png": 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1ybw+mU/rdPs2ybw+mdcn83HpgdtMMm+bAg6APdwxB8biegLj0wMHwB5XX508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\nIYQQwgn/H/OnMmjdTaV6AAAAAElFTkSuQmCC\n",
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x9169978>"
+ ]
+ },
"metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "display_data",
- "png": 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qU82fQ4cyye7icGDw7d9vznYB5m/vSkXTxpjxbNAjjwDXXGPOyV5zjYfjG3bG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\n54/2U3sGlI0rM8LZ/kNzh/rBj4EPbXfaOLd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Lb2JLaYsUTRSgTYUF7NaXQUp67IP6DAJ0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5zJvuOCSkdSKuyEC8eKJaB1kGUDvtiuUwEioRmyS0pcmyE7vCd2HVVMLFnQDDX6ZgB5Clds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\n",
- "text": [
- "<matplotlib.figure.Figure at 0x118fa7850>"
- ]
- }
- ],
- "prompt_number": 18
- },
+ "output_type": "display_data"
+ }
+ ],
+ "source": [
+ "plot(el)\n",
+ "ylim(0,90)\n",
+ "title('Elevation')\n",
+ "grid(True)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "code",
- "collapsed": false,
- "input": [],
- "language": "python",
+ "data": {
+ "image/png": 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7wQ9MkAcwDaruucfh87lgkoFbrwONxtRuNwcOmIq+hQUzj6yCWRnnMD5z+qQn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0DBHZU7AtlMqnLZHX0H5tDEanHV/oULmJUwmfIsSTJFLAoJlPNB70kPjyweQa/fU9t0RDDJPFcb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\n3rT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8xdb7roNZqrJ8ln0UoCsmJlfI2opMAT+fy2x74ncECFHYZ4Qkz7bZaAVrhdcGZinY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\nAAAASUVORK5CYII=\n",
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x954f6a0>"
+ ]
+ },
"metadata": {},
- "outputs": []
+ "output_type": "display_data"
}
],
- "metadata": {}
+ "source": [
+ "plt.figure()\n",
+ "plt.plot(pos); \n",
+ "plt.title('Inertial position')\n",
+ "plt.show()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": []
+ }
+ ],
+ "metadata": {
+ "hide_input": false,
+ "kernelspec": {
+ "display_name": "Python 2",
+ "language": "python",
+ "name": "python2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.11"
+ },
+ "toc": {
+ "toc_cell": false,
+ "toc_number_sections": false,
+ "toc_threshold": 4,
+ "toc_window_display": true
}
- ]
-}
\ No newline at end of file
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/examples/The Basics.ipynb b/examples/The Basics.ipynb
index 3fa26b69ba27c9e9c95099ef436fdd234606bd69..3ed7ce877df2926101f8165251c3bd1fcb94f873 100644
--- a/examples/The Basics.ipynb
+++ b/examples/The Basics.ipynb
@@ -1,203 +1,217 @@
{
- "metadata": {
- "name": "",
- "signature": "sha256:aacb18b7dc0a16b68f6bb2c8b830331f6433a8d1cf81eef28b99cb7162290d07"
- },
- "nbformat": 3,
- "nbformat_minor": 0,
- "worksheets": [
+ "cells": [
{
- "cells": [
- {
- "cell_type": "heading",
- "level": 1,
- "metadata": {},
- "source": [
- "Orekit in Python - The basics"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Orekit is an open-source library for a number of space related calculations such as:\n",
- "\n",
- "* Orbit Propagation\n",
- "* Coordinate system transformations\n",
- "* Time systems\n",
- "\n",
- "The orekit webpage can be accessed at http://www.orekit.org.\n",
- "\n"
- ]
- },
- {
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "The java - pyhon bridge"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The orekit library is written in java. For interactive work a bridge to Python has been made, which will be used in this tutorial."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The orekit java library has been wrapped using the open source JCC tool, that enables interaction with java objects from the Python ecosystem. Python has quick and high quality routines for plotting and a easily read code.\n",
- "\n",
- "<embed src=\"files/images/integration.svg\" type=\"image/svg+xml\" />"
- ]
- },
- {
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "Initiating orekit in python"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Orekit needs to be initiated before used, partly setting up the Python - both the Java gateway and partly setting up access to the data needed for different orekit functions, such as the shape of the earth, leap time seconds etc."
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "First we need to intitilize the iPython notebook, that we want to use the inline pylab functionality and how large defalt plots should be. This is not orekit specific."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%pylab inline\n",
- "figsize(15,15)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "prompt_number": 1
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "To start up the orekit JVM:"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "import orekit\n",
- "vm = orekit.initVM()\n",
- "print 'Java version:',vm.java_version"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Java version: 1.7.0_45\n"
- ]
- }
- ],
- "prompt_number": 2
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The orekit library needs a data file with various information on time and earth rotation parameters. This file, called orekit-data.zip is loaded from current dir. A basic version of this file can be downloaded from the orekit [webpage](https://www.orekit.org/forge/projects/orekit/files).\n",
- "\n",
- "This routine is commonly used in the notebooks, so a python specific function is created for this, setup_orekit_curdir()"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from orekit.pyhelpers import setup_orekit_curdir\n",
- "setup_orekit_curdir()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 3
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Now we are set up to import and use objects from the orekit library."
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Orekit in Python - The basics"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Orekit is an open-source library for a number of space related calculations such as:\n",
+ "\n",
+ "* Orbit Propagation\n",
+ "* Coordinate system transformations\n",
+ "* Time systems\n",
+ "\n",
+ "The orekit webpage can be accessed at http://www.orekit.org.\n",
+ "\n"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## The java - pyhon bridge"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The orekit library is written in java. For interactive work a bridge to Python has been made, which will be used in this tutorial."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The orekit java library has been wrapped using the open source JCC tool, that enables interaction with java objects from the Python ecosystem. Python has quick and high quality routines for plotting and a easily read code.\n",
+ "\n",
+ "<embed src=\"files/images/integration.svg\" type=\"image/svg+xml\" />"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Initiating orekit in python"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Orekit needs to be initiated before used, partly setting up the Python - both the Java gateway and partly setting up access to the data needed for different orekit functions, such as the shape of the earth, leap time seconds etc."
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "First we need to intitilize the iPython notebook, that we want to use the inline pylab functionality and how large defalt plots should be. This is not orekit specific."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.orekit.utils import Constants"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 4
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print Constants.WGS84_EARTH_EQUATORIAL_RADIUS"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "6378137.0\n"
- ]
- }
- ],
- "prompt_number": 5
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "SI base units are used in the library, such as seconds, meter, m/s"
+ }
+ ],
+ "source": [
+ "%pylab inline\n",
+ "figsize(15,15)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "To start up the orekit JVM:"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Java version: 1.8.0_25\n"
]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "*Petrus Hyv\u00f6nen, SSC, 2014*"
+ }
+ ],
+ "source": [
+ "import orekit\n",
+ "vm = orekit.initVM()\n",
+ "print 'Java version:',vm.java_version"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The orekit library needs a data file with various information on time and earth rotation parameters. This file, called orekit-data.zip is loaded from current dir. A basic version of this file can be downloaded from the orekit [webpage](https://www.orekit.org/forge/projects/orekit/files).\n",
+ "\n",
+ "This routine is commonly used in the notebooks, so a python specific function is created for this, setup_orekit_curdir()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from orekit.pyhelpers import setup_orekit_curdir\n",
+ "setup_orekit_curdir()"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Now we are set up to import and use objects from the orekit library."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.orekit.utils import Constants"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "6378137.0\n"
]
}
],
- "metadata": {}
+ "source": [
+ "print Constants.WGS84_EARTH_EQUATORIAL_RADIUS"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "SI base units are used in the library, such as seconds, meter, m/s"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "*Petrus Hyvönen, SSC, 2014*"
+ ]
}
- ]
-}
\ No newline at end of file
+ ],
+ "metadata": {
+ "hide_input": false,
+ "kernelspec": {
+ "display_name": "Python 2",
+ "language": "python",
+ "name": "python2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.11"
+ },
+ "toc": {
+ "toc_cell": false,
+ "toc_number_sections": true,
+ "toc_threshold": 4,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/examples/orekit map.ipynb b/examples/orekit map.ipynb
index 6644c8c59d5aac748039b0315165e6ea1df56056..6c766076d45816cc8228c0ca0f76cc30b84f6622 100644
--- a/examples/orekit map.ipynb
+++ b/examples/orekit map.ipynb
@@ -1,403 +1,422 @@
{
- "metadata": {
- "name": "",
- "signature": "sha256:c22285c856b2348c090c8abe0a3796c064e1777cd8808cfb73305f12649b1d5b"
- },
- "nbformat": 3,
- "nbformat_minor": 0,
- "worksheets": [
+ "cells": [
{
- "cells": [
- {
- "cell_type": "heading",
- "level": 1,
- "metadata": {},
- "source": [
- "Plot the ground track of a satellite"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "This is an example of an interactive use of the orekit python module, in a iPython notebook environment.\n",
- "\n",
- "Example by Petrus Hyv\u00f6nen, SSC, 2014"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "%pylab inline\n",
- "figsize(15,15)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "Populating the interactive namespace from numpy and matplotlib\n"
- ]
- }
- ],
- "prompt_number": 1
- },
- {
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "Setup Orekit"
- ]
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "First we setup the orekit JCC bridge, and imports the objects to be used."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "import orekit\n",
- "orekit.initVM()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "pyout",
- "prompt_number": 2,
- "text": [
- "<jcc.JCCEnv at 0x1002bf7f8>"
- ]
- }
- ],
- "prompt_number": 2
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from org.orekit.data import DataProvidersManager, ZipJarCrawler\n",
- "from org.orekit.frames import FramesFactory\n",
- "from org.orekit.bodies import OneAxisEllipsoid\n",
- "from org.orekit.time import TimeScalesFactory, AbsoluteDate\n",
- "from org.orekit.orbits import KeplerianOrbit, PositionAngle\n",
- "from org.orekit.utils import Constants, IERSConventions\n",
- "from org.orekit.propagation.analytical import EcksteinHechlerPropagator\n",
- "\n",
- "from orekit.pyhelpers import setup_orekit_curdir"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 18
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "from math import radians\n",
- "import numpy as np\n",
- "import matplotlib.pyplot as plt\n",
- "from mpl_toolkits.basemap import Basemap"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 4
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "The orekit library needs a data file with various information on time and earth rotation parameters. This file, called orekit-data.zip is loaded from current dir."
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "setup_orekit_curdir()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 5
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "## Some Constants\n",
- "ae = Constants.WGS84_EARTH_EQUATORIAL_RADIUS\n",
- "mu = Constants.WGS84_EARTH_MU\n",
- "utc = TimeScalesFactory.getUTC()"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 6
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "## Osculating orbit\n",
- "#Initial orbit parameters\n",
- "ra = 800 * 1000 # Apogee!\n",
- "rp = 700 * 1000 # Perigee!\n",
- "i = radians(98.55) # inclination\n",
- "omega = radians(90.0) # perigee argument\n",
- "raan = radians(5.1917) # right ascension of ascending node\n",
- "lv = radians(359.93) # True anomaly\n",
- "\n",
- "epochDate = AbsoluteDate(2012, 01, 26, 16, 00, 00.000, utc)\n",
- "\n",
- "a = (rp + ra + 2 * ae) / 2.0 \n",
- "e = 1.0 - (rp + ae) / a\n",
- "\n",
- "## Inertial frame where the satellite is defined\n",
- "inertialFrame = FramesFactory.getEME2000()\n",
- "\n",
- "## Orbit construction as Keplerian\n",
- "initialkeplerOrbit = KeplerianOrbit(a, e, i, omega, raan, lv,\n",
- " PositionAngle.TRUE,\n",
- " inertialFrame, epochDate, mu)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 9
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print initialkeplerOrbit"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "keplerian parameters: {a: 7128137.0; e: 0.007014455530245822; i: 98.55; pa: 90.0; raan: 5.191699999999999; v: 359.93;}\n"
- ]
- }
- ],
- "prompt_number": 10
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print initialkeplerOrbit.getKeplerianPeriod()/60, ' minutes per orbit'"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "99.8214300307 minutes per orbit\n"
- ]
- }
- ],
- "prompt_number": 11
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "print 24*60*60 / initialkeplerOrbit.getKeplerianPeriod(), ' orbits per day'"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "output_type": "stream",
- "stream": "stdout",
- "text": [
- "14.4257600753 orbits per day\n"
- ]
- }
- ],
- "prompt_number": 12
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "## Set up Propagator for reference orbit\n",
- "eck_prop = EcksteinHechlerPropagator(initialkeplerOrbit,\n",
- " Constants.WGS84_EARTH_EQUATORIAL_RADIUS,\n",
- " Constants.WGS84_EARTH_MU,\n",
- " Constants.WGS84_EARTH_C20,\n",
- " 0.0,\n",
- " 0.0,\n",
- " 0.0,\n",
- " 0.0)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 13
- },
- {
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Create the time vector"
- ]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "startDate = AbsoluteDate(2012, 01, 26, 11, 00, 00.000, utc)\n",
- "\n",
- "# Overall duration in seconds for extrapolation\n",
- "duration = 24 * 60 * 60\n",
- "step_time = 10\n",
- "\n",
- "# Time array in orekit AbsoluteDate format\n",
- "t = [startDate.shiftedBy(float(dt)) \\\n",
- " for dt in np.arange(0, duration, step_time)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 14
- },
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "# Plot the ground track of a satellite"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "This is an example of an interactive use of the orekit python module, in a iPython notebook environment.\n",
+ "\n",
+ "Example by Petrus Hyvönen, SSC, 2014"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 1,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Create the satellite position vector"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Populating the interactive namespace from numpy and matplotlib\n"
]
- },
+ }
+ ],
+ "source": [
+ "%pylab inline\n",
+ "figsize(15,15)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Setup Orekit"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "First we setup the orekit JCC bridge, and imports the objects to be used."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 2,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "pv = [eck_prop.propagate(tt).getPVCoordinates() for tt in t]\n",
- "p = [tpv.getPosition() for tpv in pv]"
- ],
- "language": "python",
+ "data": {
+ "text/plain": [
+ "<jcc.JCCEnv at 0x3598c00>"
+ ]
+ },
+ "execution_count": 2,
"metadata": {},
- "outputs": [],
- "prompt_number": 15
- },
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "import orekit\n",
+ "orekit.initVM()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from org.orekit.data import DataProvidersManager, ZipJarCrawler\n",
+ "from org.orekit.frames import FramesFactory\n",
+ "from org.orekit.bodies import OneAxisEllipsoid\n",
+ "from org.orekit.time import TimeScalesFactory, AbsoluteDate\n",
+ "from org.orekit.orbits import KeplerianOrbit, PositionAngle\n",
+ "from org.orekit.utils import Constants, IERSConventions\n",
+ "from org.orekit.propagation.analytical import EcksteinHechlerPropagator\n",
+ "\n",
+ "from orekit.pyhelpers import setup_orekit_curdir"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "from math import radians\n",
+ "import numpy as np\n",
+ "import matplotlib.pyplot as plt\n",
+ "from mpl_toolkits.basemap import Basemap"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "The orekit library needs a data file with various information on time and earth rotation parameters. This file, called orekit-data.zip is loaded from current dir."
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "setup_orekit_curdir()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "## Some Constants\n",
+ "ae = Constants.WGS84_EARTH_EQUATORIAL_RADIUS\n",
+ "mu = Constants.WGS84_EARTH_MU\n",
+ "utc = TimeScalesFactory.getUTC()"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 7,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "## Osculating orbit\n",
+ "#Initial orbit parameters\n",
+ "ra = 800 * 1000 # Apogee!\n",
+ "rp = 700 * 1000 # Perigee!\n",
+ "i = radians(98.55) # inclination\n",
+ "omega = radians(90.0) # perigee argument\n",
+ "raan = radians(5.1917) # right ascension of ascending node\n",
+ "lv = radians(359.93) # True anomaly\n",
+ "\n",
+ "epochDate = AbsoluteDate(2012, 01, 26, 16, 00, 00.000, utc)\n",
+ "\n",
+ "a = (rp + ra + 2 * ae) / 2.0 \n",
+ "e = 1.0 - (rp + ae) / a\n",
+ "\n",
+ "## Inertial frame where the satellite is defined\n",
+ "inertialFrame = FramesFactory.getEME2000()\n",
+ "\n",
+ "## Orbit construction as Keplerian\n",
+ "initialkeplerOrbit = KeplerianOrbit(a, e, i, omega, raan, lv,\n",
+ " PositionAngle.TRUE,\n",
+ " inertialFrame, epochDate, mu)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 8,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Create a planet to map positions on"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "keplerian parameters: {a: 7128137.0; e: 0.007014455530245822; i: 98.55; pa: 90.0; raan: 5.191699999999999; v: 359.93;}\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "ITRF = FramesFactory.getITRF(IERSConventions.IERS_2010, True)\n",
- "earth = OneAxisEllipsoid(Constants.WGS84_EARTH_EQUATORIAL_RADIUS, \n",
- " Constants.WGS84_EARTH_FLATTENING, \n",
- " ITRF)"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 19
- },
+ }
+ ],
+ "source": [
+ "print initialkeplerOrbit"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 9,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "markdown",
- "metadata": {},
- "source": [
- "Calculate the geographical subpoints\n",
- "\n",
- "Each subpoints requires a position from the p-vector and a time stamp from the t-vector"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "99.8214300307 minutes per orbit\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "subpoint = [earth.transform(tp, inertialFrame, tt) for tt, tp in zip(t,p)]"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 20
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "lat = np.degrees([gp.getLatitude() for gp in subpoint])\n",
- "lon = np.degrees([gp.getLongitude() for gp in subpoint])"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [],
- "prompt_number": 21
- },
+ }
+ ],
+ "source": [
+ "print initialkeplerOrbit.getKeplerianPeriod()/60, ' minutes per orbit'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 10,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "heading",
- "level": 2,
- "metadata": {},
- "source": [
- "Matplotlib Example"
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "14.4257600753 orbits per day\n"
]
- },
- {
- "cell_type": "code",
- "collapsed": false,
- "input": [
- "m = Basemap(projection='cyl',\n",
- " resolution='l',\n",
- " area_thresh=None)\n",
- "\n",
- "m.drawmapboundary() # fill_color='aqua')\n",
- "m.fillcontinents(color='#dadada', lake_color='white')\n",
- "m.drawmeridians(np.arange(-180, 180, 30), color='gray')\n",
- "m.drawparallels(np.arange(-90, 90, 30), color='gray');\n",
- "\n",
- "m.scatter(lon, lat, alpha=0.3, color='blue', zorder=3, marker='.');"
- ],
- "language": "python",
- "metadata": {},
- "outputs": [
- {
- "metadata": {},
- "output_type": "display_data",
- "png": 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Lbt/urJhfUZCh/AfR5zK9ZeUxHCMjNmNj9r7olUrRyIjNa69lfaVJKltifmFgwEF6oiDr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GgIXq8XQ0NDcLlc8Pl8oMqDdP2i8zqZTCKfzyOfz6NUKmF+fh6maSKXy2FtbQ27u7vY3t5GOp1u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\n16+7/nsAcv7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Ewrh8WcS3vy3i/PnT51QUBfl8Hh6Pp+t3DTLc6H2sGnp5iFnQvCUSiYDj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6HOCeMlUM6U0R/ID4ubl3osy+QaAPLGd1+rH0oazUBPPTbalKxueH4+X4pCfZK4VYXfi6TR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\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4Tj+vwalRS48uPV5iRKsRXW4Koka0CoKADz8kXm83hVN6nFM+ZARv53AV29s5PHz4EJ2d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\nwMkUAAAAAOTAyRQAAAAA5PA/QX8KEZU/2vMAAAAASUVORK5CYII=\n",
- "text": [
- "<matplotlib.figure.Figure at 0x1195042d0>"
- ]
- }
- ],
- "prompt_number": 22
- },
+ }
+ ],
+ "source": [
+ "print 24*60*60 / initialkeplerOrbit.getKeplerianPeriod(), ' orbits per day'"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 11,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "## Set up Propagator for reference orbit\n",
+ "eck_prop = EcksteinHechlerPropagator(initialkeplerOrbit,\n",
+ " Constants.WGS84_EARTH_EQUATORIAL_RADIUS,\n",
+ " Constants.WGS84_EARTH_MU,\n",
+ " Constants.WGS84_EARTH_C20,\n",
+ " 0.0,\n",
+ " 0.0,\n",
+ " 0.0,\n",
+ " 0.0)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Create the time vector"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 12,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "startDate = AbsoluteDate(2012, 01, 26, 11, 00, 00.000, utc)\n",
+ "\n",
+ "# Overall duration in seconds for extrapolation\n",
+ "duration = 24 * 60 * 60\n",
+ "step_time = 10\n",
+ "\n",
+ "# Time array in orekit AbsoluteDate format\n",
+ "t = [startDate.shiftedBy(float(dt)) \\\n",
+ " for dt in np.arange(0, duration, step_time)]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Create the satellite position vector"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 13,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "pv = [eck_prop.propagate(tt).getPVCoordinates() for tt in t]\n",
+ "p = [tpv.getPosition() for tpv in pv]"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Create a planet to map positions on"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 14,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "ITRF = FramesFactory.getITRF(IERSConventions.IERS_2010, True)\n",
+ "earth = OneAxisEllipsoid(Constants.WGS84_EARTH_EQUATORIAL_RADIUS, \n",
+ " Constants.WGS84_EARTH_FLATTENING, \n",
+ " ITRF)"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "Calculate the geographical subpoints\n",
+ "\n",
+ "Each subpoints requires a position from the p-vector and a time stamp from the t-vector"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 15,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "subpoint = [earth.transform(tp, inertialFrame, tt) for tt, tp in zip(t,p)]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 16,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": [
+ "lat = np.degrees([gp.getLatitude() for gp in subpoint])\n",
+ "lon = np.degrees([gp.getLongitude() for gp in subpoint])"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {},
+ "source": [
+ "## Matplotlib Example"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 17,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [
{
- "cell_type": "code",
- "collapsed": false,
- "input": [],
- "language": "python",
+ "data": {
+ "image/png": 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ZC77l9O/+/fDqqx3cuxdl27aFUHYhH00rn++lS/azBWFt+DrZDc748uKyFN+mJpNPPsnQ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VeXAjJGw8TZs8X3PsuyFdFki8HOhLCrzFLqcjZ4np9JYDKYmpoqmx2UTjMQBBOdnWncu0eqr5rG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6IoQhAE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\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pxygIgJyzYLyEud/S81ro2TRPngQgSULe6ml0kXb+fCVu3gxh714Vs7NBCIKOo0clvPVW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\n",
+ "text/plain": [
+ "<matplotlib.figure.Figure at 0x9229320>"
+ ]
+ },
"metadata": {},
- "outputs": []
+ "output_type": "display_data"
}
],
- "metadata": {}
+ "source": [
+ "m = Basemap(projection='cyl',\n",
+ " resolution='l',\n",
+ " area_thresh=None)\n",
+ "\n",
+ "m.drawmapboundary() # fill_color='aqua')\n",
+ "m.fillcontinents(color='#dadada', lake_color='white')\n",
+ "m.drawmeridians(np.arange(-180, 180, 30), color='gray')\n",
+ "m.drawparallels(np.arange(-90, 90, 30), color='gray');\n",
+ "\n",
+ "m.scatter(lon, lat, alpha=0.3, color='blue', zorder=3, marker='.');"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {
+ "collapsed": false
+ },
+ "outputs": [],
+ "source": []
}
- ]
-}
\ No newline at end of file
+ ],
+ "metadata": {
+ "hide_input": false,
+ "kernelspec": {
+ "display_name": "Python 2",
+ "language": "python",
+ "name": "python2"
+ },
+ "language_info": {
+ "codemirror_mode": {
+ "name": "ipython",
+ "version": 2
+ },
+ "file_extension": ".py",
+ "mimetype": "text/x-python",
+ "name": "python",
+ "nbconvert_exporter": "python",
+ "pygments_lexer": "ipython2",
+ "version": "2.7.11"
+ },
+ "toc": {
+ "toc_cell": false,
+ "toc_number_sections": false,
+ "toc_threshold": 4,
+ "toc_window_display": true
+ }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}
diff --git a/orekit-7.0-java-wrappers/src/main/java/org/orekit/python/PythonAbstractDetector.java b/orekit-7.0-java-wrappers/src/main/java/org/orekit/python/PythonAbstractDetector.java
index 991f1860bb58cc83de154943949ea2b401c9f2df..be8624a6784cdfd74c29fc0d94f5360a7c0a7d19 100644
--- a/orekit-7.0-java-wrappers/src/main/java/org/orekit/python/PythonAbstractDetector.java
+++ b/orekit-7.0-java-wrappers/src/main/java/org/orekit/python/PythonAbstractDetector.java
@@ -89,7 +89,7 @@ public class PythonAbstractDetector<T extends EventDetector> extends AbstractDet
/** {@inheritDoc} */
@Override
public native T create(double newMaxCheck, double newThreshold, int newMaxIter,
- EventHandler<T> newHandler);
+ EventHandler<? super T> newHandler);
}
diff --git a/orekit-conda-recipe/CHANGES.txt b/orekit-conda-recipe/CHANGES.txt
index 05e8c31f6c1e2f381173b0ecae09a9a300dca649..43f1d842c0f05400ed653389862aa0efd0f040d4 100644
--- a/orekit-conda-recipe/CHANGES.txt
+++ b/orekit-conda-recipe/CHANGES.txt
@@ -1,5 +1,12 @@
Changelog python orekit package
+2016-02-07 Version 7.1 Build 0
+- Updated to orekit 7.1 release version
+
+2016-01-29 version 7.1dev Build 3
+- Updated to apache common math 3.6 final
+- orekit 7.1dev version from repository
+
2015-10-05 Version 7.1dev Build 1
- Updated to apache common math 3.6
- Orekit 7.1dev version from repository
diff --git a/orekit-conda-recipe/bld.bat b/orekit-conda-recipe/bld.bat
index 44f9206edd51c8f20f483f4d0a508c759ab7bbd0..cb563788f0935a1833da9da3083d8a599241e6d7 100644
--- a/orekit-conda-recipe/bld.bat
+++ b/orekit-conda-recipe/bld.bat
@@ -6,9 +6,9 @@ set
"%PYTHON%" -m jcc ^
--use_full_names ^
--python orekit ^
---version 7.1.dev ^
---jar %RECIPE_DIR%\orekit-7.1-SNAPSHOT.jar ^
---jar %RECIPE_DIR%\commons-math3-3.6-SNAPSHOT.jar ^
+--version 7.1 ^
+--jar %RECIPE_DIR%\orekit-7.1.jar ^
+--jar %RECIPE_DIR%\commons-math3-3.6.jar ^
--package java.io ^
--package java.util ^
--package java.text ^
diff --git a/orekit-conda-recipe/build.sh b/orekit-conda-recipe/build.sh
index f09fc8895dfed10da476366f29074e44ccd5d1b0..8355cd894f1090a5e40afd58e6d02c516309f62e 100644
--- a/orekit-conda-recipe/build.sh
+++ b/orekit-conda-recipe/build.sh
@@ -6,9 +6,9 @@
$PYTHON -m jcc \
--use_full_names \
--python orekit \
---version 7.1.dev \
---jar $RECIPE_DIR/orekit-7.1-SNAPSHOT.jar \
---jar $RECIPE_DIR/commons-math3-3.6-SNAPSHOT.jar \
+--version 7.1 \
+--jar $RECIPE_DIR/orekit-7.1.jar \
+--jar $RECIPE_DIR/commons-math3-3.6.jar \
--package java.io \
--package java.util \
--package java.text \
diff --git a/orekit-conda-recipe/meta.yaml b/orekit-conda-recipe/meta.yaml
index fb4deaf1b15f4e309cd0538eba48a7daed8df1fb..a0566ac2f9201b4fac4faa69a71d2173d1cd3ace 100644
--- a/orekit-conda-recipe/meta.yaml
+++ b/orekit-conda-recipe/meta.yaml
@@ -1,6 +1,6 @@
package:
name: orekit
- version: '7.1.dev0'
+ version: '7.1'
build:
# entry_points:
@@ -14,11 +14,12 @@ build:
# If this is a new build for the same version, increment the build
# number. If you do not include this key, it defaults to 0.
- number: 2
+ number: 0
# Builds:
# 1 - orekit 7.1dev0 version from git 2015-10-05
# 2 - orekit 7.1dev0 version from git 2015-12-17
-
+ # 3 - orekit 7.1dev0 version from git 2015-12-29
+ # 0 - orekit 7.1 release version of orekit 2016-02-07
#has_prefix_files:
# Lib/site-packages/orekit/__init__.py
@@ -53,6 +54,7 @@ test:
- test/AbstractDetectorTest.py
- test/EventDetectorTest.py
- test/SmallManeuverAnalyticalModelTest.py
+ - test/GroundFieldOfViewDetectorTest.py
commands:
@@ -67,6 +69,7 @@ test:
- python AbstractDetectorTest.py
- python EventDetectorTest.py
- python SmallManeuverAnalyticalModelTest.py
+ - python GroundFieldOfViewDetectorTest.py
# You can also put a file called run_test.py in the recipe that will be run
# at test time.
diff --git a/orekit-conda-recipe/orekit-7.1.jar b/orekit-conda-recipe/orekit-7.1.jar
new file mode 100644
index 0000000000000000000000000000000000000000..f30a491a16c1fc640220fec24c276146d44a9a3a
Binary files /dev/null and b/orekit-conda-recipe/orekit-7.1.jar differ
diff --git a/orekit-conda-recipe/test/BackAndForthDetectorTest.py b/orekit-conda-recipe/test/BackAndForthDetectorTest.py
index 405eba63406f5328a6a546e50de4471ed290c146..87a260ceca70dbb06b20497ad9050fa3ed60220e 100644
--- a/orekit-conda-recipe/test/BackAndForthDetectorTest.py
+++ b/orekit-conda-recipe/test/BackAndForthDetectorTest.py
@@ -28,19 +28,19 @@ orekit.initVM()
from orekit.pyhelpers import setup_orekit_curdir
setup_orekit_curdir()
-from org.orekit.bodies import GeodeticPoint;
-from org.orekit.bodies import OneAxisEllipsoid;
-from org.orekit.frames import TopocentricFrame;
-from org.orekit.orbits import KeplerianOrbit;
-from org.orekit.frames import FramesFactory;
-from org.orekit.orbits import PositionAngle;
-from org.orekit.propagation.analytical import KeplerianPropagator;
-from org.orekit.propagation.events.handlers import EventHandler;
+from org.orekit.bodies import GeodeticPoint
+from org.orekit.bodies import OneAxisEllipsoid
+from org.orekit.frames import TopocentricFrame
+from org.orekit.orbits import KeplerianOrbit
+from org.orekit.frames import FramesFactory
+from org.orekit.orbits import PositionAngle
+from org.orekit.propagation.analytical import KeplerianPropagator
+from org.orekit.propagation.events.handlers import EventHandler
from org.orekit.python import PythonEventHandler
-from org.orekit.time import AbsoluteDate;
-from org.orekit.time import TimeScalesFactory;
-from org.orekit.utils import Constants;
-from org.orekit.utils import IERSConventions;
+from org.orekit.time import AbsoluteDate
+from org.orekit.time import TimeScalesFactory
+from org.orekit.utils import Constants
+from org.orekit.utils import IERSConventions
from org.orekit.propagation.events import ElevationDetector
import unittest
import sys
@@ -50,41 +50,41 @@ import math
class Visibility(PythonEventHandler): # implements EventHandler<ElevationDetector> {
def __init__(self):
- self._visiNb = 0;
+ self._visiNb = 0
super(Visibility, self).__init__()
def getVisiNb(self):
- return self._visiNb;
+ return self._visiNb
def eventOccurred(self, s, ed, increasing):
self._visiNb += 1
- return EventHandler.Action.CONTINUE;
+ return EventHandler.Action.CONTINUE
#
def resetState(self, detector, oldState):
- return oldState;
+ return oldState
class BackAndForthDetectorTest(unittest.TestCase):
def testBackAndForth(self):
- utc = TimeScalesFactory.getUTC();
- date0 = AbsoluteDate(2006, 12, 27, 12, 0, 0.0, utc);
- date1 = AbsoluteDate(2006, 12, 27, 22, 50, 0.0, utc);
- date2 = AbsoluteDate(2006, 12, 27, 22, 58, 0.0, utc);
+ utc = TimeScalesFactory.getUTC()
+ date0 = AbsoluteDate(2006, 12, 27, 12, 0, 0.0, utc)
+ date1 = AbsoluteDate(2006, 12, 27, 22, 50, 0.0, utc)
+ date2 = AbsoluteDate(2006, 12, 27, 22, 58, 0.0, utc)
# Orbit
- a = 7274000.;
- e = 0.00127;
- i = math.radians(90.);
- w = math.radians(0.);
- raan = math.radians(12.5);
- lM = math.radians(60.);
+ a = 7274000.0
+ e = 0.00127
+ i = math.radians(90.)
+ w = math.radians(0.)
+ raan = math.radians(12.5)
+ lM = math.radians(60.)
iniOrb = KeplerianOrbit(a, e, i, w, raan, lM,
PositionAngle.MEAN,
FramesFactory.getEME2000(), date0,
- Constants.WGS84_EARTH_MU);
+ Constants.WGS84_EARTH_MU)
# Propagator
- propagator = KeplerianPropagator(iniOrb);
+ propagator = KeplerianPropagator(iniOrb)
# Station
stationPosition = GeodeticPoint(math.radians(0.), math.radians(100.), 110.);
@@ -92,19 +92,19 @@ class BackAndForthDetectorTest(unittest.TestCase):
Constants.WGS84_EARTH_FLATTENING,
FramesFactory.getITRF(IERSConventions.IERS_2010, True));
- stationFrame = TopocentricFrame(earth, stationPosition, "");
+ stationFrame = TopocentricFrame(earth, stationPosition, "")
# Detector
visi = Visibility() #.of_(ElevationDetector);
det = ElevationDetector(stationFrame).withConstantElevation(math.radians(10.0)).withHandler(visi)
- propagator.addEventDetector(det);
+ propagator.addEventDetector(det)
# Forward propagation (AOS + LOS)
- propagator.propagate(date1);
- propagator.propagate(date2);
+ propagator.propagate(date1)
+ propagator.propagate(date2)
# Backward propagation (AOS + LOS)
- propagator.propagate(date1);
- propagator.propagate(date0);
+ propagator.propagate(date1)
+ propagator.propagate(date0)
self.assertEquals(4, visi.getVisiNb())
diff --git a/orekit-conda-recipe/test/GroundFieldOfViewDetectorTest.py b/orekit-conda-recipe/test/GroundFieldOfViewDetectorTest.py
new file mode 100644
index 0000000000000000000000000000000000000000..e05fad983f522751a289c5634a174d54f46a2e00
--- /dev/null
+++ b/orekit-conda-recipe/test/GroundFieldOfViewDetectorTest.py
@@ -0,0 +1,111 @@
+# -*- coding: utf-8 -*-
+
+"""
+
+/* Copyright 2002-2016 CS Syst��mes d'Information
+ * Licensed to CS Syst��mes d'Information (CS) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * CS licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+Python version translated from Java by Petrus Hyvönen, SSC 2016
+
+ """
+
+import orekit
+
+orekit.initVM()
+
+from org.orekit.frames import FramesFactory, TopocentricFrame
+from org.orekit.bodies import OneAxisEllipsoid, GeodeticPoint
+from org.orekit.time import AbsoluteDate
+from org.orekit.orbits import KeplerianOrbit, PositionAngle
+from org.orekit.utils import Constants
+from org.orekit.propagation.analytical import KeplerianPropagator
+from org.orekit.utils import IERSConventions
+from org.orekit.propagation.events import ElevationDetector, EventsLogger, FieldOfView, GroundFieldOfViewDetector
+from org.apache.commons.math3.geometry.euclidean.threed import Vector3D
+
+from math import radians
+import math
+import unittest
+import sys
+
+from orekit.pyhelpers import setup_orekit_curdir
+
+setup_orekit_curdir()
+
+
+class GroundFieldOfViewDetectorTest(unittest.TestCase):
+ def testGroundFieldOfViewDetector(self):
+ date = AbsoluteDate.J2000_EPOCH # arbitrary date
+ endDate = date.shiftedBy(Constants.JULIAN_DAY)
+ eci = FramesFactory.getGCRF()
+ ecef = FramesFactory.getITRF(IERSConventions.IERS_2010, True)
+ earth = OneAxisEllipsoid(
+ Constants.WGS84_EARTH_EQUATORIAL_RADIUS,
+ Constants.WGS84_EARTH_FLATTENING,
+ ecef)
+
+ gp = GeodeticPoint(radians(39), radians(77), 0.0)
+ topo = TopocentricFrame(earth, gp, "topo")
+
+ # iss like orbit
+ orbit = KeplerianOrbit(
+ 6378137.0 + 400e3, 0.0, radians(51.65), 0.0, 0.0, 0.0,
+ PositionAngle.TRUE, eci, date, Constants.EGM96_EARTH_MU)
+
+ prop = KeplerianPropagator(orbit)
+
+ # compute expected result
+ elevationDetector = ElevationDetector(topo).withConstantElevation(math.pi / 6.0).withMaxCheck(5.0)
+ logger = EventsLogger()
+ prop.addEventDetector(logger.monitorDetector(elevationDetector))
+ prop.propagate(endDate)
+ expected = logger.getLoggedEvents()
+
+ # action
+ # construct similar FoV based detector
+ # half width of 60 deg pointed along +Z in antenna frame
+ # not a perfect small circle b/c FoV makes a polygon with great circles
+
+ fov = FieldOfView(Vector3D.PLUS_K, Vector3D.PLUS_I, math.pi / 3.0, 16, 0.0)
+
+ # simple case for fixed pointing to be similar to elevation detector.
+ # could define new frame with varying rotation for slewing antenna.
+ fovDetector = GroundFieldOfViewDetector(topo, fov).withMaxCheck(5.0)
+ self.assertEqual(topo, fovDetector.getFrame())
+ self.assertEqual(fov, fovDetector.getFieldOfView())
+ logger = EventsLogger()
+
+ prop = KeplerianPropagator(orbit)
+ prop.addEventDetector(logger.monitorDetector(fovDetector))
+ prop.propagate(endDate)
+ actual = logger.getLoggedEvents()
+
+ # verify
+ self.assertEquals(2, expected.size())
+ self.assertEquals(2, actual.size())
+
+ for i in xrange(0, 1):
+ expectedDate = expected.get(i).getState().getDate()
+ actualDate = actual.get(i).getState().getDate()
+ # same event times to within 1s.
+ self.assertAlmostEqual(expectedDate.durationFrom(actualDate), 0.0, delta=1.0)
+
+
+if __name__ == '__main__':
+ suite = unittest.TestLoader().loadTestsFromTestCase(GroundFieldOfViewDetectorTest)
+ ret = not unittest.TextTestRunner(verbosity=2).run(suite).wasSuccessful()
+ sys.exit(ret)
diff --git a/orekit-conda-recipe/test/orekit-data.zip b/orekit-conda-recipe/test/orekit-data.zip
index 07de5a17c8a42e89561426f3a84751bab8e42dfc..8a37e552265c5ce946f82459512f4db14d37f7cd 100644
Binary files a/orekit-conda-recipe/test/orekit-data.zip and b/orekit-conda-recipe/test/orekit-data.zip differ